CINXE.COM

<!doctype html> <html lang="en-GB"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="profile" href="https://gmpg.org/xfn/11">  <script data-cfasync="false" data-no-defer="1" data-no-minify="1" data-no-optimize="1">var ewww_webp_supported=!1;function check_webp_feature(A,e){var w;e=void 0!==e?e:function(){},ewww_webp_supported?e(ewww_webp_supported):((w=new Image).onload=function(){ewww_webp_supported=0<w.width&&0<w.height,e&&e(ewww_webp_supported)},w.onerror=function(){e&&e(!1)},w.src="data:image/webp;base64,"+{alpha:"UklGRkoAAABXRUJQVlA4WAoAAAAQAAAAAAAAAAAAQUxQSAwAAAARBxAR/Q9ERP8DAABWUDggGAAAABQBAJ0BKgEAAQAAAP4AAA3AAP7mtQAAAA=="}[A])}check_webp_feature("alpha");</script><script data-cfasync="false" data-no-defer="1" data-no-minify="1" data-no-optimize="1">var Arrive=function(c,w){"use strict";if(c.MutationObserver&&"undefined"!=typeof HTMLElement){var r,a=0,u=(r=HTMLElement.prototype.matches||HTMLElement.prototype.webkitMatchesSelector||HTMLElement.prototype.mozMatchesSelector||HTMLElement.prototype.msMatchesSelector,{matchesSelector:function(e,t){return e instanceof HTMLElement&&r.call(e,t)},addMethod:function(e,t,r){var a=e[t];e[t]=function(){return r.length==arguments.length?r.apply(this,arguments):"function"==typeof a?a.apply(this,arguments):void 0}},callCallbacks:function(e,t){t&&t.options.onceOnly&&1==t.firedElems.length&&(e=[e[0]]);for(var r,a=0;r=e[a];a++)r&&r.callback&&r.callback.call(r.elem,r.elem);t&&t.options.onceOnly&&1==t.firedElems.length&&t.me.unbindEventWithSelectorAndCallback.call(t.target,t.selector,t.callback)},checkChildNodesRecursively:function(e,t,r,a){for(var i,n=0;i=e[n];n++)r(i,t,a)&&a.push({callback:t.callback,elem:i}),0<i.childNodes.length&&u.checkChildNodesRecursively(i.childNodes,t,r,a)},mergeArrays:function(e,t){var r,a={};for(r in e)e.hasOwnProperty(r)&&(a[r]=e[r]);for(r in t)t.hasOwnProperty(r)&&(a[r]=t[r]);return a},toElementsArray:function(e){return e=void 0!==e&&("number"!=typeof e.length||e===c)?[e]:e}}),e=(l.prototype.addEvent=function(e,t,r,a){a={target:e,selector:t,options:r,callback:a,firedElems:[]};return this._beforeAdding&&this._beforeAdding(a),this._eventsBucket.push(a),a},l.prototype.removeEvent=function(e){for(var t,r=this._eventsBucket.length-1;t=this._eventsBucket[r];r--)e(t)&&(this._beforeRemoving&&this._beforeRemoving(t),(t=this._eventsBucket.splice(r,1))&&t.length&&(t[0].callback=null))},l.prototype.beforeAdding=function(e){this._beforeAdding=e},l.prototype.beforeRemoving=function(e){this._beforeRemoving=e},l),t=function(i,n){var o=new e,l=this,s={fireOnAttributesModification:!1};return o.beforeAdding(function(t){var e=t.target;e!==c.document&&e!==c||(e=document.getElementsByTagName("html")[0]);var r=new MutationObserver(function(e){n.call(this,e,t)}),a=i(t.options);r.observe(e,a),t.observer=r,t.me=l}),o.beforeRemoving(function(e){e.observer.disconnect()}),this.bindEvent=function(e,t,r){t=u.mergeArrays(s,t);for(var a=u.toElementsArray(this),i=0;i<a.length;i++)o.addEvent(a[i],e,t,r)},this.unbindEvent=function(){var r=u.toElementsArray(this);o.removeEvent(function(e){for(var t=0;t<r.length;t++)if(this===w||e.target===r[t])return!0;return!1})},this.unbindEventWithSelectorOrCallback=function(r){var a=u.toElementsArray(this),i=r,e="function"==typeof r?function(e){for(var t=0;t<a.length;t++)if((this===w||e.target===a[t])&&e.callback===i)return!0;return!1}:function(e){for(var t=0;t<a.length;t++)if((this===w||e.target===a[t])&&e.selector===r)return!0;return!1};o.removeEvent(e)},this.unbindEventWithSelectorAndCallback=function(r,a){var i=u.toElementsArray(this);o.removeEvent(function(e){for(var t=0;t<i.length;t++)if((this===w||e.target===i[t])&&e.selector===r&&e.callback===a)return!0;return!1})},this},i=new function(){var s={fireOnAttributesModification:!1,onceOnly:!1,existing:!1};function n(e,t,r){return!(!u.matchesSelector(e,t.selector)||(e._id===w&&(e._id=a++),-1!=t.firedElems.indexOf(e._id)))&&(t.firedElems.push(e._id),!0)}var c=(i=new t(function(e){var t={attributes:!1,childList:!0,subtree:!0};return e.fireOnAttributesModification&&(t.attributes=!0),t},function(e,i){e.forEach(function(e){var t=e.addedNodes,r=e.target,a=[];null!==t&&0<t.length?u.checkChildNodesRecursively(t,i,n,a):"attributes"===e.type&&n(r,i)&&a.push({callback:i.callback,elem:r}),u.callCallbacks(a,i)})})).bindEvent;return i.bindEvent=function(e,t,r){t=void 0===r?(r=t,s):u.mergeArrays(s,t);var a=u.toElementsArray(this);if(t.existing){for(var i=[],n=0;n<a.length;n++)for(var o=a[n].querySelectorAll(e),l=0;l<o.length;l++)i.push({callback:r,elem:o[l]});if(t.onceOnly&&i.length)return r.call(i[0].elem,i[0].elem);setTimeout(u.callCallbacks,1,i)}c.call(this,e,t,r)},i},o=new function(){var a={};function i(e,t){return u.matchesSelector(e,t.selector)}var n=(o=new t(function(){return{childList:!0,subtree:!0}},function(e,r){e.forEach(function(e){var t=e.removedNodes,e=[];null!==t&&0<t.length&&u.checkChildNodesRecursively(t,r,i,e),u.callCallbacks(e,r)})})).bindEvent;return o.bindEvent=function(e,t,r){t=void 0===r?(r=t,a):u.mergeArrays(a,t),n.call(this,e,t,r)},o};d(HTMLElement.prototype),d(NodeList.prototype),d(HTMLCollection.prototype),d(HTMLDocument.prototype),d(Window.prototype);var n={};return s(i,n,"unbindAllArrive"),s(o,n,"unbindAllLeave"),n}function l(){this._eventsBucket=[],this._beforeAdding=null,this._beforeRemoving=null}function s(e,t,r){u.addMethod(t,r,e.unbindEvent),u.addMethod(t,r,e.unbindEventWithSelectorOrCallback),u.addMethod(t,r,e.unbindEventWithSelectorAndCallback)}function d(e){e.arrive=i.bindEvent,s(i,e,"unbindArrive"),e.leave=o.bindEvent,s(o,e,"unbindLeave")}}(window,void 0),ewww_webp_supported=!1;function check_webp_feature(e,t){var r;ewww_webp_supported?t(ewww_webp_supported):((r=new Image).onload=function(){ewww_webp_supported=0<r.width&&0<r.height,t(ewww_webp_supported)},r.onerror=function(){t(!1)},r.src="data:image/webp;base64,"+{alpha:"UklGRkoAAABXRUJQVlA4WAoAAAAQAAAAAAAAAAAAQUxQSAwAAAARBxAR/Q9ERP8DAABWUDggGAAAABQBAJ0BKgEAAQAAAP4AAA3AAP7mtQAAAA==",animation:"UklGRlIAAABXRUJQVlA4WAoAAAASAAAAAAAAAAAAQU5JTQYAAAD/////AABBTk1GJgAAAAAAAAAAAAAAAAAAAGQAAABWUDhMDQAAAC8AAAAQBxAREYiI/gcA"}[e])}function ewwwLoadImages(e){if(e){for(var t=document.querySelectorAll(".batch-image img, .image-wrapper a, .ngg-pro-masonry-item a, .ngg-galleria-offscreen-seo-wrapper a"),r=0,a=t.length;r<a;r++)ewwwAttr(t[r],"data-src",t[r].getAttribute("data-webp")),ewwwAttr(t[r],"data-thumbnail",t[r].getAttribute("data-webp-thumbnail"));for(var i=document.querySelectorAll("div.woocommerce-product-gallery__image"),r=0,a=i.length;r<a;r++)ewwwAttr(i[r],"data-thumb",i[r].getAttribute("data-webp-thumb"))}for(var n=document.querySelectorAll("video"),r=0,a=n.length;r<a;r++)ewwwAttr(n[r],"poster",e?n[r].getAttribute("data-poster-webp"):n[r].getAttribute("data-poster-image"));for(var o,l=document.querySelectorAll("img.ewww_webp_lazy_load"),r=0,a=l.length;r<a;r++)e&&(ewwwAttr(l[r],"data-lazy-srcset",l[r].getAttribute("data-lazy-srcset-webp")),ewwwAttr(l[r],"data-srcset",l[r].getAttribute("data-srcset-webp")),ewwwAttr(l[r],"data-lazy-src",l[r].getAttribute("data-lazy-src-webp")),ewwwAttr(l[r],"data-src",l[r].getAttribute("data-src-webp")),ewwwAttr(l[r],"data-orig-file",l[r].getAttribute("data-webp-orig-file")),ewwwAttr(l[r],"data-medium-file",l[r].getAttribute("data-webp-medium-file")),ewwwAttr(l[r],"data-large-file",l[r].getAttribute("data-webp-large-file")),null!=(o=l[r].getAttribute("srcset"))&&!1!==o&&o.includes("R0lGOD")&&ewwwAttr(l[r],"src",l[r].getAttribute("data-lazy-src-webp"))),l[r].className=l[r].className.replace(/\bewww_webp_lazy_load\b/,"");for(var s=document.querySelectorAll(".ewww_webp"),r=0,a=s.length;r<a;r++)e?(ewwwAttr(s[r],"srcset",s[r].getAttribute("data-srcset-webp")),ewwwAttr(s[r],"src",s[r].getAttribute("data-src-webp")),ewwwAttr(s[r],"data-orig-file",s[r].getAttribute("data-webp-orig-file")),ewwwAttr(s[r],"data-medium-file",s[r].getAttribute("data-webp-medium-file")),ewwwAttr(s[r],"data-large-file",s[r].getAttribute("data-webp-large-file")),ewwwAttr(s[r],"data-large_image",s[r].getAttribute("data-webp-large_image")),ewwwAttr(s[r],"data-src",s[r].getAttribute("data-webp-src"))):(ewwwAttr(s[r],"srcset",s[r].getAttribute("data-srcset-img")),ewwwAttr(s[r],"src",s[r].getAttribute("data-src-img"))),s[r].className=s[r].className.replace(/\bewww_webp\b/,"ewww_webp_loaded");window.jQuery&&jQuery.fn.isotope&&jQuery.fn.imagesLoaded&&(jQuery(".fusion-posts-container-infinite").imagesLoaded(function(){jQuery(".fusion-posts-container-infinite").hasClass("isotope")&&jQuery(".fusion-posts-container-infinite").isotope()}),jQuery(".fusion-portfolio:not(.fusion-recent-works) .fusion-portfolio-wrapper").imagesLoaded(function(){jQuery(".fusion-portfolio:not(.fusion-recent-works) .fusion-portfolio-wrapper").isotope()}))}function ewwwWebPInit(e){ewwwLoadImages(e),ewwwNggLoadGalleries(e),document.arrive(".ewww_webp",function(){ewwwLoadImages(e)}),document.arrive(".ewww_webp_lazy_load",function(){ewwwLoadImages(e)}),document.arrive("videos",function(){ewwwLoadImages(e)}),"loading"==document.readyState?document.addEventListener("DOMContentLoaded",ewwwJSONParserInit):("undefined"!=typeof galleries&&ewwwNggParseGalleries(e),ewwwWooParseVariations(e))}function ewwwAttr(e,t,r){null!=r&&!1!==r&&e.setAttribute(t,r)}function ewwwJSONParserInit(){"undefined"!=typeof galleries&&check_webp_feature("alpha",ewwwNggParseGalleries),check_webp_feature("alpha",ewwwWooParseVariations)}function ewwwWooParseVariations(e){if(e)for(var t=document.querySelectorAll("form.variations_form"),r=0,a=t.length;r<a;r++){var i=t[r].getAttribute("data-product_variations"),n=!1;try{for(var o in i=JSON.parse(i))void 0!==i[o]&&void 0!==i[o].image&&(void 0!==i[o].image.src_webp&&(i[o].image.src=i[o].image.src_webp,n=!0),void 0!==i[o].image.srcset_webp&&(i[o].image.srcset=i[o].image.srcset_webp,n=!0),void 0!==i[o].image.full_src_webp&&(i[o].image.full_src=i[o].image.full_src_webp,n=!0),void 0!==i[o].image.gallery_thumbnail_src_webp&&(i[o].image.gallery_thumbnail_src=i[o].image.gallery_thumbnail_src_webp,n=!0),void 0!==i[o].image.thumb_src_webp&&(i[o].image.thumb_src=i[o].image.thumb_src_webp,n=!0));n&&ewwwAttr(t[r],"data-product_variations",JSON.stringify(i))}catch(e){}}}function ewwwNggParseGalleries(e){if(e)for(var t in galleries){var r=galleries[t];galleries[t].images_list=ewwwNggParseImageList(r.images_list)}}function ewwwNggLoadGalleries(e){e&&document.addEventListener("ngg.galleria.themeadded",function(e,t){window.ngg_galleria._create_backup=window.ngg_galleria.create,window.ngg_galleria.create=function(e,t){var r=$(e).data("id");return galleries["gallery_"+r].images_list=ewwwNggParseImageList(galleries["gallery_"+r].images_list),window.ngg_galleria._create_backup(e,t)}})}function ewwwNggParseImageList(e){for(var t in e){var r=e[t];if(void 0!==r["image-webp"]&&(e[t].image=r["image-webp"],delete e[t]["image-webp"]),void 0!==r["thumb-webp"]&&(e[t].thumb=r["thumb-webp"],delete e[t]["thumb-webp"]),void 0!==r.full_image_webp&&(e[t].full_image=r.full_image_webp,delete e[t].full_image_webp),void 0!==r.srcsets)for(var a in r.srcsets)nggSrcset=r.srcsets[a],void 0!==r.srcsets[a+"-webp"]&&(e[t].srcsets[a]=r.srcsets[a+"-webp"],delete e[t].srcsets[a+"-webp"]);if(void 0!==r.full_srcsets)for(var i in r.full_srcsets)nggFSrcset=r.full_srcsets[i],void 0!==r.full_srcsets[i+"-webp"]&&(e[t].full_srcsets[i]=r.full_srcsets[i+"-webp"],delete e[t].full_srcsets[i+"-webp"])}return e}check_webp_feature("alpha",ewwwWebPInit);</script><meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />  <title>Data Science & Analytics - CACI</title> <meta name="description" content="Improve your marketing performance with our Data Science expertise, helping you deliver more effective and efficient marketing." /> <link rel="canonical" href="https://www.caci.co.uk/services/data-science-analytics/" /> <meta property="og:locale" content="en_GB" /> <meta property="og:type" content="article" /> <meta property="og:title" content="Data Science & Analytics - CACI" /> <meta property="og:description" content="Improve your marketing performance with our Data Science expertise, helping you deliver more effective and efficient marketing." /> <meta property="og:url" content="https://www.caci.co.uk/services/data-science-analytics/" /> <meta property="og:site_name" content="CACI" /> <meta property="article:modified_time" content="2023-08-17T13:28:27+00:00" /> <meta property="og:image" content="https://www.caci.co.uk/wp-content/uploads/2021/05/CACI-logo.png" /> <meta property="og:image:width" content="668" /> <meta property="og:image:height" content="291" /> <meta property="og:image:type" content="image/png" /> <meta name="twitter:card" content="summary_large_image" />  <link rel='dns-prefetch' href='//js-eu1.hs-scripts.com' /> <link rel="alternate" type="application/rss+xml" title="CACI » Feed" href="https://www.caci.co.uk/feed/" /> <link rel="alternate" type="application/rss+xml" title="CACI » Comments Feed" href="https://www.caci.co.uk/comments/feed/" /> <style id='wp-emoji-styles-inline-css' type='text/css'> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://www.caci.co.uk/wp-includes/css/dist/block-library/style.min.css?ver=6.7' type='text/css' media='all' /> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='sopro-css' href='https://www.caci.co.uk/wp-content/plugins/sopro/public/css/sopro-plugin-public.css?ver=1.0.7' type='text/css' media='all' /> <link rel='stylesheet' id='search-filter-plugin-styles-css' href='https://www.caci.co.uk/wp-content/plugins/search-filter-pro/public/assets/css/search-filter.min.css?ver=2.5.13' type='text/css' media='all' /> <link rel='stylesheet' id='roc-grotesk-css' href='https://www.caci.co.uk/wp-content/themes/caci/fonts/roc-grotesk/rocGrotesk.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='main-css-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/main.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='caci-main-style-css' href='https://www.caci.co.uk/wp-content/themes/caci/style.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='fancybox-css' href='https://www.caci.co.uk/wp-content/plugins/easy-fancybox/fancybox/1.5.4/jquery.fancybox.min.css?ver=6.7' type='text/css' media='screen' /> <style id='rocket-lazyload-inline-css' type='text/css'> .rll-youtube-player{position:relative;padding-bottom:56.23%;height:0;overflow:hidden;max-width:100%;}.rll-youtube-player:focus-within{outline: 2px solid currentColor;outline-offset: 5px;}.rll-youtube-player iframe{position:absolute;top:0;left:0;width:100%;height:100%;z-index:100;background:0 0}.rll-youtube-player img{bottom:0;display:block;left:0;margin:auto;max-width:100%;width:100%;position:absolute;right:0;top:0;border:none;height:auto;-webkit-transition:.4s all;-moz-transition:.4s all;transition:.4s all}.rll-youtube-player img:hover{-webkit-filter:brightness(75%)}.rll-youtube-player .play{height:100%;width:100%;left:0;top:0;position:absolute;background:url(https://www.caci.co.uk/wp-content/plugins/wp-rocket/assets/img/youtube.png) no-repeat center;background-color: transparent !important;cursor:pointer;border:none;} </style> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/themes/caci/js/jquery-3.3.1.min.js" id="jquery-js"></script> <script type="text/javascript" id="search-filter-plugin-build-js-extra"> /* <![CDATA[ */ var SF_LDATA = {"ajax_url":"https:\/\/www.caci.co.uk\/wp-admin\/admin-ajax.php","home_url":"https:\/\/www.caci.co.uk\/","extensions":[]}; /* ]]> */ </script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/plugins/search-filter-pro/public/assets/js/search-filter-build.min.js?ver=2.5.13" id="search-filter-plugin-build-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/plugins/search-filter-pro/public/assets/js/chosen.jquery.min.js?ver=2.5.13" id="search-filter-plugin-chosen-js"></script> <link rel="https://api.w.org/" href="https://www.caci.co.uk/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://www.caci.co.uk/wp-json/wp/v2/services/183" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.caci.co.uk/xmlrpc.php?rsd" /> <link rel='shortlink' href='https://www.caci.co.uk/?p=183' /> <link rel="alternate" title="oEmbed (JSON)" type="application/json+oembed" href="https://www.caci.co.uk/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.caci.co.uk%2Fservices%2Fdata-science-analytics%2F" /> <link rel="alternate" title="oEmbed (XML)" type="text/xml+oembed" href="https://www.caci.co.uk/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.caci.co.uk%2Fservices%2Fdata-science-analytics%2F&format=xml" /> <script id="Cookiebot" src="https://consent.cookiebot.com/uc.js" data-cbid="08d9507f-5d06-404e-9eaf-c51957bdf38e" data-blockingmode="auto" type="text/javascript"></script> <script data-minify="1" id="CookieDeclaration" src="https://www.caci.co.uk/wp-content/cache/min/1/08d9507f-5d06-404e-9eaf-c51957bdf38e/cd.js?ver=1732189173" type="text/javascript" async></script> <script data-cookieconsent="statistics">(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-P3H8V6');</script> <script data-cookieconsent="statistics" type="text/plain"> (function(c,l,a,r,i,t,y){ c[a]=c[a]||function(){(c[a].q=c[a].q||[]).push(arguments)}; t=l.createElement(r);t.async=1;t.src="https://www.clarity.ms/tag/"+i; y=l.getElementsByTagName(r)[0];y.parentNode.insertBefore(t,y); })(window, document, "clarity", "script", "ayyu0gffkc"); </script>  <script data-cookieconsent="statistics" type="text/plain"> (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q=h.hj.q||[]).push(arguments)}; h._hjSettings={hjid:2994784,hjsv:6}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script');r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'https://static.hotjar.com/c/hotjar-','.js?sv='); </script>  <script class="hsq-set-content-id" data-content-id="blog-post"> var _hsq = _hsq || []; _hsq.push(["setContentType", "blog-post"]); </script>  <link rel="icon" href="https://www.caci.co.uk/wp-content/uploads/2021/04/cropped-favicon-32x32.png" sizes="32x32" /> <link rel="icon" href="https://www.caci.co.uk/wp-content/uploads/2021/04/cropped-favicon-192x192.png" sizes="192x192" /> <link rel="apple-touch-icon" href="https://www.caci.co.uk/wp-content/uploads/2021/04/cropped-favicon-180x180.png" /> <meta name="msapplication-TileImage" content="https://www.caci.co.uk/wp-content/uploads/2021/04/cropped-favicon-270x270.png" /> <style type="text/css" id="wp-custom-css"> .wrap-breadcrumb {} .wrap-breadcrumb > span { display: flex; padding: 48px 0 18px; line-height: 15px; color: #000; } .wrap-breadcrumb > span > span { padding: 0; } .wrap-breadcrumb > span > span a { margin-right: 16px; margin-left: 10px; } .wrap-breadcrumb > span > span:first-of-type a { margin-right: 16px; margin-left: 0; } </style> <noscript><style id="rocket-lazyload-nojs-css">.rll-youtube-player, [data-lazy-src]{display:none !important;}</style></noscript> <link rel="stylesheet" id="asp-basic" href="https://www.caci.co.uk/wp-content/cache/asp/style.basic-ho-is-po-no-da-se-co-au-ga-se-is.css?mq=mPXKRq" media="all" /><style id='asp-instance-1'>div[id*='ajaxsearchpro1_'] div.asp_loader,div[id*='ajaxsearchpro1_'] div.asp_loader *{box-sizing:border-box !important;margin:0;padding:0;box-shadow:none}div[id*='ajaxsearchpro1_'] div.asp_loader{box-sizing:border-box;display:flex;flex:0 1 auto;flex-direction:column;flex-grow:0;flex-shrink:0;flex-basis:28px;max-width:100%;max-height:100%;align-items:center;justify-content:center}div[id*='ajaxsearchpro1_'] div.asp_loader-inner{width:100%;margin:0 auto;text-align:center;height:100%}@-webkit-keyframes rotate-simple{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}50%{-webkit-transform:rotate(180deg);transform:rotate(180deg)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}@keyframes rotate-simple{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}50%{-webkit-transform:rotate(180deg);transform:rotate(180deg)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}div[id*='ajaxsearchpro1_'] div.asp_simple-circle{margin:0;height:100%;width:100%;animation:rotate-simple 0.8s infinite linear;-webkit-animation:rotate-simple 0.8s infinite linear;border:4px solid rgba(237,27,45,1);border-right-color:transparent;border-radius:50%;box-sizing:border-box}div[id*='ajaxsearchprores1_'] .asp_res_loader div.asp_loader,div[id*='ajaxsearchprores1_'] .asp_res_loader div.asp_loader *{box-sizing:border-box !important;margin:0;padding:0;box-shadow:none}div[id*='ajaxsearchprores1_'] .asp_res_loader div.asp_loader{box-sizing:border-box;display:flex;flex:0 1 auto;flex-direction:column;flex-grow:0;flex-shrink:0;flex-basis:28px;max-width:100%;max-height:100%;align-items:center;justify-content:center}div[id*='ajaxsearchprores1_'] .asp_res_loader div.asp_loader-inner{width:100%;margin:0 auto;text-align:center;height:100%}@-webkit-keyframes rotate-simple{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}50%{-webkit-transform:rotate(180deg);transform:rotate(180deg)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}@keyframes rotate-simple{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}50%{-webkit-transform:rotate(180deg);transform:rotate(180deg)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}div[id*='ajaxsearchprores1_'] .asp_res_loader div.asp_simple-circle{margin:0;height:100%;width:100%;animation:rotate-simple 0.8s infinite linear;-webkit-animation:rotate-simple 0.8s infinite linear;border:4px solid rgba(237,27,45,1);border-right-color:transparent;border-radius:50%;box-sizing:border-box}#ajaxsearchpro1_1 div.asp_loader,#ajaxsearchpro1_2 div.asp_loader,#ajaxsearchpro1_1 div.asp_loader *,#ajaxsearchpro1_2 div.asp_loader *{box-sizing:border-box !important;margin:0;padding:0;box-shadow:none}#ajaxsearchpro1_1 div.asp_loader,#ajaxsearchpro1_2 div.asp_loader{box-sizing:border-box;display:flex;flex:0 1 auto;flex-direction:column;flex-grow:0;flex-shrink:0;flex-basis:28px;max-width:100%;max-height:100%;align-items:center;justify-content:center}#ajaxsearchpro1_1 div.asp_loader-inner,#ajaxsearchpro1_2 div.asp_loader-inner{width:100%;margin:0 auto;text-align:center;height:100%}@-webkit-keyframes rotate-simple{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}50%{-webkit-transform:rotate(180deg);transform:rotate(180deg)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}@keyframes rotate-simple{0%{-webkit-transform:rotate(0deg);transform:rotate(0deg)}50%{-webkit-transform:rotate(180deg);transform:rotate(180deg)}100%{-webkit-transform:rotate(360deg);transform:rotate(360deg)}}#ajaxsearchpro1_1 div.asp_simple-circle,#ajaxsearchpro1_2 div.asp_simple-circle{margin:0;height:100%;width:100%;animation:rotate-simple 0.8s infinite linear;-webkit-animation:rotate-simple 0.8s infinite linear;border:4px solid rgba(237,27,45,1);border-right-color:transparent;border-radius:50%;box-sizing:border-box}@-webkit-keyframes asp_an_fadeInDown{0%{opacity:0;-webkit-transform:translateY(-20px)}100%{opacity:1;-webkit-transform:translateY(0)}}@keyframes asp_an_fadeInDown{0%{opacity:0;transform:translateY(-20px)}100%{opacity:1;transform:translateY(0)}}.asp_an_fadeInDown{-webkit-animation-name:asp_an_fadeInDown;animation-name:asp_an_fadeInDown}div.asp_r.asp_r_1,div.asp_r.asp_r_1 *,div.asp_m.asp_m_1,div.asp_m.asp_m_1 *,div.asp_s.asp_s_1,div.asp_s.asp_s_1 *{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;-ms-box-sizing:content-box;-o-box-sizing:content-box;box-sizing:content-box;border:0;border-radius:0;text-transform:none;text-shadow:none;box-shadow:none;text-decoration:none;text-align:left;letter-spacing:normal}div.asp_r.asp_r_1,div.asp_m.asp_m_1,div.asp_s.asp_s_1{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;-ms-box-sizing:border-box;-o-box-sizing:border-box;box-sizing:border-box}div.asp_r.asp_r_1,div.asp_r.asp_r_1 *,div.asp_m.asp_m_1,div.asp_m.asp_m_1 *,div.asp_s.asp_s_1,div.asp_s.asp_s_1 *{padding:0;margin:0}.wpdreams_clear{clear:both}.asp_w_container_1{width:100%}#ajaxsearchpro1_1,#ajaxsearchpro1_2,div.asp_m.asp_m_1{width:100%;height:auto;max-height:none;border-radius:5px;background:#d1eaff;margin-top:0;margin-bottom:0;background-image:-moz-radial-gradient(center,ellipse cover,rgb(255,255,255),rgb(255,255,255));background-image:-webkit-gradient(radial,center center,0px,center center,100%,rgb(255,255,255),rgb(255,255,255));background-image:-webkit-radial-gradient(center,ellipse cover,rgb(255,255,255),rgb(255,255,255));background-image:-o-radial-gradient(center,ellipse cover,rgb(255,255,255),rgb(255,255,255));background-image:-ms-radial-gradient(center,ellipse cover,rgb(255,255,255),rgb(255,255,255));background-image:radial-gradient(ellipse at center,rgb(255,255,255),rgb(255,255,255));overflow:hidden;border:0 none rgb(141,213,239);border-radius:0;box-shadow:none}#ajaxsearchpro1_1 .probox,#ajaxsearchpro1_2 .probox,div.asp_m.asp_m_1 .probox{margin:0;height:44px;background:transparent;border:0 solid rgba(236,27,45,1);border-radius:0;box-shadow:none}p[id*=asp-try-1]{color:rgb(85,85,85) !important;display:block}div.asp_main_container+[id*=asp-try-1]{width:100%}p[id*=asp-try-1] a{color:rgb(255,181,86) !important}p[id*=asp-try-1] a:after{color:rgb(85,85,85) !important;display:inline;content:','}p[id*=asp-try-1] a:last-child:after{display:none}#ajaxsearchpro1_1 .probox .proinput,#ajaxsearchpro1_2 .probox .proinput,div.asp_m.asp_m_1 .probox .proinput{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;line-height:1.4;text-shadow:none;line-height:normal;flex-grow:1;order:5;margin:0 0 0 10px;padding:0 5px}#ajaxsearchpro1_1 .probox .proinput input.orig,#ajaxsearchpro1_2 .probox .proinput input.orig,div.asp_m.asp_m_1 .probox .proinput input.orig{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;line-height:1.4;text-shadow:none;line-height:normal;border:0;box-shadow:none;height:44px;position:relative;z-index:2;padding:0 !important;padding-top:2px !important;margin:-1px 0 0 -4px !important;width:100%;background:transparent !important}#ajaxsearchpro1_1 .probox .proinput input.autocomplete,#ajaxsearchpro1_2 .probox .proinput input.autocomplete,div.asp_m.asp_m_1 .probox .proinput input.autocomplete{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;line-height:1.4;text-shadow:none;line-height:normal;opacity:0.25;height:44px;display:block;position:relative;z-index:1;padding:0 !important;margin:-1px 0 0 -4px !important;margin-top:-44px !important;width:100%;background:transparent !important}.rtl #ajaxsearchpro1_1 .probox .proinput input.orig,.rtl #ajaxsearchpro1_2 .probox .proinput input.orig,.rtl #ajaxsearchpro1_1 .probox .proinput input.autocomplete,.rtl #ajaxsearchpro1_2 .probox .proinput input.autocomplete,.rtl div.asp_m.asp_m_1 .probox .proinput input.orig,.rtl div.asp_m.asp_m_1 .probox .proinput input.autocomplete{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;line-height:1.4;text-shadow:none;line-height:normal;direction:rtl;text-align:right}.rtl #ajaxsearchpro1_1 .probox .proinput,.rtl #ajaxsearchpro1_2 .probox .proinput,.rtl div.asp_m.asp_m_1 .probox .proinput{margin-right:2px}.rtl #ajaxsearchpro1_1 .probox .proloading,.rtl #ajaxsearchpro1_1 .probox .proclose,.rtl #ajaxsearchpro1_2 .probox .proloading,.rtl #ajaxsearchpro1_2 .probox .proclose,.rtl div.asp_m.asp_m_1 .probox .proloading,.rtl div.asp_m.asp_m_1 .probox .proclose{order:3}div.asp_m.asp_m_1 .probox .proinput input.orig::-webkit-input-placeholder{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;text-shadow:none;opacity:0.85}div.asp_m.asp_m_1 .probox .proinput input.orig::-moz-placeholder{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;text-shadow:none;opacity:0.85}div.asp_m.asp_m_1 .probox .proinput input.orig:-ms-input-placeholder{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;text-shadow:none;opacity:0.85}div.asp_m.asp_m_1 .probox .proinput input.orig:-moz-placeholder{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;text-shadow:none;opacity:0.85;line-height:normal !important}#ajaxsearchpro1_1 .probox .proinput input.autocomplete,#ajaxsearchpro1_2 .probox .proinput input.autocomplete,div.asp_m.asp_m_1 .probox .proinput input.autocomplete{font-weight:normal;font-family:inherit;color:rgb(0,0,0);font-size:30px;line-height:1.4;text-shadow:none;line-height:normal;border:0;box-shadow:none}#ajaxsearchpro1_1 .probox .proloading,#ajaxsearchpro1_1 .probox .proclose,#ajaxsearchpro1_1 .probox .promagnifier,#ajaxsearchpro1_1 .probox .prosettings,#ajaxsearchpro1_2 .probox .proloading,#ajaxsearchpro1_2 .probox .proclose,#ajaxsearchpro1_2 .probox .promagnifier,#ajaxsearchpro1_2 .probox .prosettings,div.asp_m.asp_m_1 .probox .proloading,div.asp_m.asp_m_1 .probox .proclose,div.asp_m.asp_m_1 .probox .promagnifier,div.asp_m.asp_m_1 .probox .prosettings{width:44px;height:44px;flex:0 0 44px;flex-grow:0;order:7;text-align:center}#ajaxsearchpro1_1 .probox .proclose svg,#ajaxsearchpro1_2 .probox .proclose svg,div.asp_m.asp_m_1 .probox .proclose svg{fill:rgb(254,254,254);background:rgb(51,51,51);box-shadow:0 0 0 2px rgba(255,255,255,0.9);border-radius:50%;box-sizing:border-box;margin-left:-10px;margin-top:-10px;padding:4px}#ajaxsearchpro1_1 .probox .proloading,#ajaxsearchpro1_2 .probox .proloading,div.asp_m.asp_m_1 .probox .proloading{width:44px;height:44px;min-width:44px;min-height:44px;max-width:44px;max-height:44px}#ajaxsearchpro1_1 .probox .proloading .asp_loader,#ajaxsearchpro1_2 .probox .proloading .asp_loader,div.asp_m.asp_m_1 .probox .proloading .asp_loader{width:40px;height:40px;min-width:40px;min-height:40px;max-width:40px;max-height:40px}#ajaxsearchpro1_1 .probox .promagnifier,#ajaxsearchpro1_2 .probox .promagnifier,div.asp_m.asp_m_1 .probox .promagnifier{width:auto;height:44px;flex:0 0 auto;order:7;-webkit-flex:0 0 auto;-webkit-order:7}div.asp_m.asp_m_1 .probox .promagnifier{display:none}div.asp_m.asp_m_1 .probox .promagnifier:focus-visible{outline:black outset}#ajaxsearchpro1_1 .probox .proloading .innericon,#ajaxsearchpro1_2 .probox .proloading .innericon,#ajaxsearchpro1_1 .probox .proclose .innericon,#ajaxsearchpro1_2 .probox .proclose .innericon,#ajaxsearchpro1_1 .probox .promagnifier .innericon,#ajaxsearchpro1_2 .probox .promagnifier .innericon,#ajaxsearchpro1_1 .probox .prosettings .innericon,#ajaxsearchpro1_2 .probox .prosettings .innericon,div.asp_m.asp_m_1 .probox .proloading .innericon,div.asp_m.asp_m_1 .probox .proclose .innericon,div.asp_m.asp_m_1 .probox .promagnifier .innericon,div.asp_m.asp_m_1 .probox .prosettings .innericon{text-align:center}#ajaxsearchpro1_1 .probox .promagnifier .innericon,#ajaxsearchpro1_2 .probox .promagnifier .innericon,div.asp_m.asp_m_1 .probox .promagnifier .innericon{display:block;width:44px;height:44px;float:right}#ajaxsearchpro1_1 .probox .promagnifier .asp_text_button,#ajaxsearchpro1_2 .probox .promagnifier .asp_text_button,div.asp_m.asp_m_1 .probox .promagnifier .asp_text_button{display:block;width:auto;height:44px;float:right;margin:0;padding:0 10px;font-weight:normal;font-family:"Open Sans";color:rgba(51,51,51,1);font-size:15px;line-height:normal;text-shadow:none;line-height:44px}#ajaxsearchpro1_1 .probox .promagnifier .innericon svg,#ajaxsearchpro1_2 .probox .promagnifier .innericon svg,div.asp_m.asp_m_1 .probox .promagnifier .innericon svg{fill:rgb(255,255,255)}#ajaxsearchpro1_1 .probox .prosettings .innericon svg,#ajaxsearchpro1_2 .probox .prosettings .innericon svg,div.asp_m.asp_m_1 .probox .prosettings .innericon svg{fill:rgb(255,255,255)}#ajaxsearchpro1_1 .probox .promagnifier,#ajaxsearchpro1_2 .probox .promagnifier,div.asp_m.asp_m_1 .probox .promagnifier{width:44px;height:44px;background-image:-webkit-linear-gradient(180deg,rgb(190,76,70),rgb(190,76,70));background-image:-moz-linear-gradient(180deg,rgb(190,76,70),rgb(190,76,70));background-image:-o-linear-gradient(180deg,rgb(190,76,70),rgb(190,76,70));background-image:-ms-linear-gradient(180deg,rgb(190,76,70) 0,rgb(190,76,70) 100%);background-image:linear-gradient(180deg,rgb(190,76,70),rgb(190,76,70));background-position:center center;background-repeat:no-repeat;order:11;-webkit-order:11;float:right;border:0 solid rgb(0,0,0);border-radius:0;box-shadow:0 0 0 0 rgba(255,255,255,0.61);cursor:pointer;background-size:100% 100%;background-position:center center;background-repeat:no-repeat;cursor:pointer}#ajaxsearchpro1_1 .probox .prosettings,#ajaxsearchpro1_2 .probox .prosettings,div.asp_m.asp_m_1 .probox .prosettings{width:44px;height:44px;background-image:-webkit-linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-image:-moz-linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-image:-o-linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-image:-ms-linear-gradient(185deg,rgba(236,27,45,1) 0,rgba(236,27,45,1) 100%);background-image:linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-position:center center;background-repeat:no-repeat;order:10;-webkit-order:10;float:right;border:0 solid rgb(104,174,199);border-radius:0;box-shadow:0 0 0 0 rgba(255,255,255,0.63);cursor:pointer;background-size:100% 100%;align-self:flex-end}#ajaxsearchprores1_1,#ajaxsearchprores1_2,div.asp_r.asp_r_1{position:absolute;z-index:11000;width:auto;margin:12px 0 0 0}#ajaxsearchprores1_1 .asp_nores,#ajaxsearchprores1_2 .asp_nores,div.asp_r.asp_r_1 .asp_nores{border:0 solid rgb(0,0,0);border-radius:0;box-shadow:0 5px 5px -5px #dfdfdf;padding:6px 12px 6px 12px;margin:0;font-weight:normal;font-family:inherit;color:rgba(74,74,74,1);font-size:1rem;line-height:1.2rem;text-shadow:none;font-weight:normal;background:rgb(255,255,255)}#ajaxsearchprores1_1 .asp_nores .asp_nores_kw_suggestions,#ajaxsearchprores1_2 .asp_nores .asp_nores_kw_suggestions,div.asp_r.asp_r_1 .asp_nores .asp_nores_kw_suggestions{color:rgba(234,67,53,1);font-weight:normal}#ajaxsearchprores1_1 .asp_nores .asp_keyword,#ajaxsearchprores1_2 .asp_nores .asp_keyword,div.asp_r.asp_r_1 .asp_nores .asp_keyword{padding:0 8px 0 0;cursor:pointer;color:rgba(20,84,169,1);font-weight:bold}#ajaxsearchprores1_1 .asp_results_top,#ajaxsearchprores1_2 .asp_results_top,div.asp_r.asp_r_1 .asp_results_top{background:rgb(255,255,255);border:1px none rgb(81,81,81);border-radius:0;padding:6px 12px 6px 12px;margin:0 0 4px 0;text-align:center;font-weight:normal;font-family:"Open Sans";color:rgb(74,74,74);font-size:13px;line-height:16px;text-shadow:none}#ajaxsearchprores1_1 .results .item,#ajaxsearchprores1_2 .results .item,div.asp_r.asp_r_1 .results .item{height:auto;background:rgb(255,255,255)}#ajaxsearchprores1_1 .results .item.hovered,#ajaxsearchprores1_2 .results .item.hovered,div.asp_r.asp_r_1 .results .item.hovered{background-image:-moz-radial-gradient(center,ellipse cover,rgb(245,245,245),rgb(245,245,245));background-image:-webkit-gradient(radial,center center,0px,center center,100%,rgb(245,245,245),rgb(245,245,245));background-image:-webkit-radial-gradient(center,ellipse cover,rgb(245,245,245),rgb(245,245,245));background-image:-o-radial-gradient(center,ellipse cover,rgb(245,245,245),rgb(245,245,245));background-image:-ms-radial-gradient(center,ellipse cover,rgb(245,245,245),rgb(245,245,245));background-image:radial-gradient(ellipse at center,rgb(245,245,245),rgb(245,245,245))}#ajaxsearchprores1_1 .results .item .asp_image,#ajaxsearchprores1_2 .results .item .asp_image,div.asp_r.asp_r_1 .results .item .asp_image{background-size:cover;background-repeat:no-repeat}#ajaxsearchprores1_1 .results .item .asp_item_overlay_img,#ajaxsearchprores1_2 .results .item .asp_item_overlay_img,div.asp_r.asp_r_1 .results .item .asp_item_overlay_img{background-size:cover;background-repeat:no-repeat}#ajaxsearchprores1_1 .results .item .asp_content,#ajaxsearchprores1_2 .results .item .asp_content,div.asp_r.asp_r_1 .results .item .asp_content{overflow:hidden;background:transparent;margin:0;padding:0 10px}#ajaxsearchprores1_1 .results .item .asp_content h3,#ajaxsearchprores1_2 .results .item .asp_content h3,div.asp_r.asp_r_1 .results .item .asp_content h3{margin:0;padding:0;display:inline-block;line-height:inherit;font-weight:bold;font-family:inherit;color:rgb(0,0,0);font-size:14px;line-height:20px;text-shadow:none}#ajaxsearchprores1_1 .results .item .asp_content h3 a,#ajaxsearchprores1_2 .results .item .asp_content h3 a,div.asp_r.asp_r_1 .results .item .asp_content h3 a{margin:0;padding:0;line-height:inherit;display:block;font-weight:bold;font-family:inherit;color:rgb(0,0,0);font-size:14px;line-height:20px;text-shadow:none}#ajaxsearchprores1_1 .results .item .asp_content h3 a:hover,#ajaxsearchprores1_2 .results .item .asp_content h3 a:hover,div.asp_r.asp_r_1 .results .item .asp_content h3 a:hover{font-weight:bold;font-family:inherit;color:rgb(0,0,0);font-size:14px;line-height:20px;text-shadow:none}#ajaxsearchprores1_1 .results .item div.etc,#ajaxsearchprores1_2 .results .item div.etc,div.asp_r.asp_r_1 .results .item div.etc{padding:0;font-size:13px;line-height:1.3em;margin-bottom:6px}#ajaxsearchprores1_1 .results .item .etc .asp_author,#ajaxsearchprores1_2 .results .item .etc .asp_author,div.asp_r.asp_r_1 .results .item .etc .asp_author{padding:0;font-weight:bold;font-family:inherit;color:rgba(161,161,161,1);font-size:12px;line-height:13px;text-shadow:none}#ajaxsearchprores1_1 .results .item .etc .asp_date,#ajaxsearchprores1_2 .results .item .etc .asp_date,div.asp_r.asp_r_1 .results .item .etc .asp_date{margin:0 0 0 10px;padding:0;font-weight:normal;font-family:inherit;color:rgba(173,173,173,1);font-size:12px;line-height:15px;text-shadow:none}#ajaxsearchprores1_1 .results .item div.asp_content,#ajaxsearchprores1_2 .results .item div.asp_content,div.asp_r.asp_r_1 .results .item div.asp_content{margin:0;padding:0;font-weight:normal;font-family:inherit;color:rgba(74,74,74,1);font-size:13px;line-height:13px;text-shadow:none}#ajaxsearchprores1_1 span.highlighted,#ajaxsearchprores1_2 span.highlighted,div.asp_r.asp_r_1 span.highlighted{font-weight:bold;color:rgba(217,49,43,1);background-color:rgba(238,238,238,1)}#ajaxsearchprores1_1 p.showmore,#ajaxsearchprores1_2 p.showmore,div.asp_r.asp_r_1 p.showmore{text-align:center;font-weight:normal;font-family:inherit;color:rgba(5,94,148,1);font-size:12px;line-height:15px;text-shadow:none}#ajaxsearchprores1_1 p.showmore a,#ajaxsearchprores1_2 p.showmore a,div.asp_r.asp_r_1 p.showmore a{font-weight:normal;font-family:inherit;color:rgba(5,94,148,1);font-size:12px;line-height:15px;text-shadow:none;padding:10px 5px;margin:0 auto;background:rgba(255,255,255,1);display:block;text-align:center}#ajaxsearchprores1_1 .asp_res_loader,#ajaxsearchprores1_2 .asp_res_loader,div.asp_r.asp_r_1 .asp_res_loader{background:rgb(255,255,255);height:200px;padding:10px}#ajaxsearchprores1_1.isotopic .asp_res_loader,#ajaxsearchprores1_2.isotopic .asp_res_loader,div.asp_r.asp_r_1.isotopic .asp_res_loader{background:rgba(255,255,255,0);}#ajaxsearchprores1_1 .asp_res_loader .asp_loader,#ajaxsearchprores1_2 .asp_res_loader .asp_loader,div.asp_r.asp_r_1 .asp_res_loader .asp_loader{height:200px;width:200px;margin:0 auto}div.asp_s.asp_s_1.searchsettings,div.asp_s.asp_s_1.searchsettings,div.asp_s.asp_s_1.searchsettings{direction:ltr;padding:0;background-image:-webkit-linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-image:-moz-linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-image:-o-linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));background-image:-ms-linear-gradient(185deg,rgba(236,27,45,1) 0,rgba(236,27,45,1) 100%);background-image:linear-gradient(185deg,rgba(236,27,45,1),rgba(236,27,45,1));box-shadow:none;;max-width:208px;z-index:2}div.asp_s.asp_s_1.searchsettings.asp_s,div.asp_s.asp_s_1.searchsettings.asp_s,div.asp_s.asp_s_1.searchsettings.asp_s{z-index:11001}#ajaxsearchprobsettings1_1.searchsettings,#ajaxsearchprobsettings1_2.searchsettings,div.asp_sb.asp_sb_1.searchsettings{max-width:none}div.asp_s.asp_s_1.searchsettings form,div.asp_s.asp_s_1.searchsettings form,div.asp_s.asp_s_1.searchsettings form{display:flex}div.asp_sb.asp_sb_1.searchsettings form,div.asp_sb.asp_sb_1.searchsettings form,div.asp_sb.asp_sb_1.searchsettings form{display:flex}#ajaxsearchprosettings1_1.searchsettings div.asp_option_label,#ajaxsearchprosettings1_2.searchsettings div.asp_option_label,#ajaxsearchprosettings1_1.searchsettings .asp_label,#ajaxsearchprosettings1_2.searchsettings .asp_label,div.asp_s.asp_s_1.searchsettings div.asp_option_label,div.asp_s.asp_s_1.searchsettings .asp_label{font-weight:bold;font-family:"Open Sans";color:rgb(255,255,255);font-size:12px;line-height:15px;text-shadow:none}#ajaxsearchprosettings1_1.searchsettings .asp_option_inner .asp_option_checkbox,#ajaxsearchprosettings1_2.searchsettings .asp_option_inner .asp_option_checkbox,div.asp_sb.asp_sb_1.searchsettings .asp_option_inner .asp_option_checkbox,div.asp_s.asp_s_1.searchsettings .asp_option_inner .asp_option_checkbox{background-image:-webkit-linear-gradient(180deg,rgb(34,34,34),rgb(69,72,77));background-image:-moz-linear-gradient(180deg,rgb(34,34,34),rgb(69,72,77));background-image:-o-linear-gradient(180deg,rgb(34,34,34),rgb(69,72,77));background-image:-ms-linear-gradient(180deg,rgb(34,34,34) 0,rgb(69,72,77) 100%);background-image:linear-gradient(180deg,rgb(34,34,34),rgb(69,72,77))}#ajaxsearchprosettings1_1.searchsettings .asp_option_inner .asp_option_checkbox:after,#ajaxsearchprosettings1_2.searchsettings .asp_option_inner .asp_option_checkbox:after,#ajaxsearchprobsettings1_1.searchsettings .asp_option_inner .asp_option_checkbox:after,#ajaxsearchprobsettings1_2.searchsettings .asp_option_inner .asp_option_checkbox:after,div.asp_sb.asp_sb_1.searchsettings .asp_option_inner .asp_option_checkbox:after,div.asp_s.asp_s_1.searchsettings .asp_option_inner .asp_option_checkbox:after{font-family:'asppsicons2';border:none;content:"\e800";display:block;position:absolute;top:0;left:0;font-size:11px;color:rgb(255,255,255);margin:1px 0 0 0 !important;line-height:17px;text-align:center;text-decoration:none;text-shadow:none}div.asp_sb.asp_sb_1.searchsettings .asp_sett_scroll,div.asp_s.asp_s_1.searchsettings .asp_sett_scroll{scrollbar-width:thin;scrollbar-color:rgba(0,0,0,0.5) transparent}div.asp_sb.asp_sb_1.searchsettings .asp_sett_scroll::-webkit-scrollbar,div.asp_s.asp_s_1.searchsettings .asp_sett_scroll::-webkit-scrollbar{width:7px}div.asp_sb.asp_sb_1.searchsettings .asp_sett_scroll::-webkit-scrollbar-track,div.asp_s.asp_s_1.searchsettings .asp_sett_scroll::-webkit-scrollbar-track{background:transparent}div.asp_sb.asp_sb_1.searchsettings .asp_sett_scroll::-webkit-scrollbar-thumb,div.asp_s.asp_s_1.searchsettings .asp_sett_scroll::-webkit-scrollbar-thumb{background:rgba(0,0,0,0.5);border-radius:5px;border:none}#ajaxsearchprosettings1_1.searchsettings .asp_sett_scroll,#ajaxsearchprosettings1_2.searchsettings .asp_sett_scroll,div.asp_s.asp_s_1.searchsettings .asp_sett_scroll{max-height:220px;overflow:auto}#ajaxsearchprobsettings1_1.searchsettings .asp_sett_scroll,#ajaxsearchprobsettings1_2.searchsettings .asp_sett_scroll,div.asp_sb.asp_sb_1.searchsettings .asp_sett_scroll{max-height:220px;overflow:auto}#ajaxsearchprosettings1_1.searchsettings fieldset,#ajaxsearchprosettings1_2.searchsettings fieldset,div.asp_s.asp_s_1.searchsettings fieldset{width:200px;min-width:200px;max-width:10000px}#ajaxsearchprobsettings1_1.searchsettings fieldset,#ajaxsearchprobsettings1_2.searchsettings fieldset,div.asp_sb.asp_sb_1.searchsettings fieldset{width:200px;min-width:200px;max-width:10000px}#ajaxsearchprosettings1_1.searchsettings fieldset legend,#ajaxsearchprosettings1_2.searchsettings fieldset legend,div.asp_s.asp_s_1.searchsettings fieldset legend{padding:0 0 0 10px;margin:0;background:transparent;font-weight:normal;font-family:"Open Sans";color:rgb(31,31,31);font-size:13px;line-height:15px;text-shadow:none}#ajaxsearchprores1_1.vertical,#ajaxsearchprores1_2.vertical,div.asp_r.asp_r_1.vertical{padding:4px;background:rgba(237,27,45,1);border-radius:3px;border:0 none rgba(0,0,0,1);border-radius:0;box-shadow:none;visibility:hidden;display:none}#ajaxsearchprores1_1.vertical .results,#ajaxsearchprores1_2.vertical .results,div.asp_r.asp_r_1.vertical .results{max-height:none;overflow-x:hidden;overflow-y:auto}#ajaxsearchprores1_1.vertical .item,#ajaxsearchprores1_2.vertical .item,div.asp_r.asp_r_1.vertical .item{position:relative;box-sizing:border-box}#ajaxsearchprores1_1.vertical .item .asp_content h3,#ajaxsearchprores1_2.vertical .item .asp_content h3,div.asp_r.asp_r_1.vertical .item .asp_content h3{display:inline}#ajaxsearchprores1_1.vertical .results .item .asp_content,#ajaxsearchprores1_2.vertical .results .item .asp_content,div.asp_r.asp_r_1.vertical .results .item .asp_content{overflow:hidden;width:auto;height:auto;background:transparent;margin:0;padding:8px}#ajaxsearchprores1_1.vertical .results .item .asp_image,#ajaxsearchprores1_2.vertical .results .item .asp_image,div.asp_r.asp_r_1.vertical .results .item .asp_image{width:70px;height:70px;margin:2px 8px 0 0}#ajaxsearchprores1_1.vertical .asp_simplebar-scrollbar::before,#ajaxsearchprores1_2.vertical .asp_simplebar-scrollbar::before,div.asp_r.asp_r_1.vertical .asp_simplebar-scrollbar::before{background:transparent;background-image:-moz-radial-gradient(center,ellipse cover,rgba(236,27,45,0.9),rgba(236,27,45,0.9));background-image:-webkit-gradient(radial,center center,0px,center center,100%,rgba(236,27,45,0.9),rgba(236,27,45,0.9));background-image:-webkit-radial-gradient(center,ellipse cover,rgba(236,27,45,0.9),rgba(236,27,45,0.9));background-image:-o-radial-gradient(center,ellipse cover,rgba(236,27,45,0.9),rgba(236,27,45,0.9));background-image:-ms-radial-gradient(center,ellipse cover,rgba(236,27,45,0.9),rgba(236,27,45,0.9));background-image:radial-gradient(ellipse at center,rgba(236,27,45,0.9),rgba(236,27,45,0.9))}#ajaxsearchprores1_1.vertical .results .item::after,#ajaxsearchprores1_2.vertical .results .item::after,div.asp_r.asp_r_1.vertical .results .item::after{display:block;position:absolute;bottom:0;content:"";height:1px;width:100%;background:rgba(204,204,204,1)}#ajaxsearchprores1_1.vertical .results .item.asp_last_item::after,#ajaxsearchprores1_2.vertical .results .item.asp_last_item::after,div.asp_r.asp_r_1.vertical .results .item.asp_last_item::after{display:none}.asp_spacer{display:none !important;}.asp_v_spacer{width:100%;height:0}#ajaxsearchprores1_1 .asp_group_header,#ajaxsearchprores1_2 .asp_group_header,div.asp_r.asp_r_1 .asp_group_header{background:#DDD;background:rgb(246,246,246);border-radius:3px 3px 0 0;border-top:1px solid rgb(248,248,248);border-left:1px solid rgb(248,248,248);border-right:1px solid rgb(248,248,248);margin:0 0 -3px;padding:7px 0 7px 10px;position:relative;z-index:1000;min-width:90%;flex-grow:1;font-weight:bold;font-family:inherit;color:rgba(5,94,148,1);font-size:11px;line-height:13px;text-shadow:none}#ajaxsearchprores1_1.vertical .results,#ajaxsearchprores1_2.vertical .results,div.asp_r.asp_r_1.vertical .results{scrollbar-width:thin;scrollbar-color:rgba(0,0,0,0.5) rgb(255,255,255)}#ajaxsearchprores1_1.vertical .results::-webkit-scrollbar,#ajaxsearchprores1_2.vertical .results::-webkit-scrollbar,div.asp_r.asp_r_1.vertical .results::-webkit-scrollbar{width:10px}#ajaxsearchprores1_1.vertical .results::-webkit-scrollbar-track,#ajaxsearchprores1_2.vertical .results::-webkit-scrollbar-track,div.asp_r.asp_r_1.vertical .results::-webkit-scrollbar-track{background:rgb(255,255,255);box-shadow:inset 0 0 12px 12px transparent;border:none}#ajaxsearchprores1_1.vertical .results::-webkit-scrollbar-thumb,#ajaxsearchprores1_2.vertical .results::-webkit-scrollbar-thumb,div.asp_r.asp_r_1.vertical .results::-webkit-scrollbar-thumb{background:transparent;box-shadow:inset 0 0 12px 12px rgba(0,0,0,0);border:solid 2px transparent;border-radius:12px}#ajaxsearchprores1_1.vertical:hover .results::-webkit-scrollbar-thumb,#ajaxsearchprores1_2.vertical:hover .results::-webkit-scrollbar-thumb,div.asp_r.asp_r_1.vertical:hover .results::-webkit-scrollbar-thumb{box-shadow:inset 0 0 12px 12px rgba(236,27,45,0.9)}@media(hover:none),(max-width:500px){#ajaxsearchprores1_1.vertical .results::-webkit-scrollbar-thumb,#ajaxsearchprores1_2.vertical .results::-webkit-scrollbar-thumb,div.asp_r.asp_r_1.vertical .results::-webkit-scrollbar-thumb{box-shadow:inset 0 0 12px 12px rgba(236,27,45,0.9)}}</style><style id="rocket-lazyrender-inline-css">[data-wpr-lazyrender] {content-visibility: auto;}</style><meta name="generator" content="WP Rocket 3.17.3" data-wpr-features="wpr_minify_js wpr_lazyload_iframes wpr_automatic_lazy_rendering wpr_image_dimensions wpr_desktop wpr_preload_links" /></head> <body data-rsssl=1 class="services-template-default single single-services postid-183"> <script data-cfasync="false" data-no-defer="1" data-no-minify="1" data-no-optimize="1">if(typeof ewww_webp_supported==="undefined"){var ewww_webp_supported=!1}if(ewww_webp_supported){document.body.classList.add("webp-support")}</script> <div class="preload align-items-center justify-content-center position-fixed" id="preload"> </div>                       <header class="fixed-top header header--min bg-white" id="header"> <div class="container position-relative header__def-container" id="def-container"> <div id="menu-btn" class="menu-btn"></div> <ul id="header__nav" class="nav header__nav align-items-center"> <li tabindex="1" class=" menu-wrap-js hover-menu-wrap"><a class="hover-link mob-link-js active link-disable" data-src="#submenu_1" href="/services/">Services</a><div id="submenu_1" class="header__sub-nav header__sub-nav-js bg-white"><div data-src="#submenu_1" class="back-to-main px-lg-3 back-to-main-js"><svg class="back-to-main__svg" xmlns="http://www.w3.org/2000/svg" width="6.621" height="12.356" viewBox="0 0 6.621 12.356"><g transform="translate(-103.917 -53.433) rotate(-45)"><path d="M0,0H8.586V.777H0Z" transform="translate(31.405 115.557)"/><path d="M0,0H8.586V.777H0Z" transform="translate(31.254 124.293) rotate(-90)"/></g></svg>Main menu</div><div class="mob-title-link-wrap px-lg-3"><a class="mob-title-link" href="/services/">Services</a></div><div class="container header__sub-lists-js px-lg-3 px-0 d-flex flex-lg-nowrap flex-wrap header__sub-lists"><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/services/business-intelligence/" target="_self">Business intelligence</a></li><li class="header__sub-li-js"><a href="/services/case-management/" target="_self">Case management</a></li><li class="header__sub-li-js"><a href="/services/cloud-infrastructure/" target="_self">Cloud Infrastructure</a></li><li class="header__sub-li-js"><a href="/services/consumer-demographic-data/" target="_self">Consumer & demographic data</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/services/customer-marketing-solutions/" target="_self">Customer marketing solutions</a></li><li class="header__sub-li-js"><a href="/services/cyber-security/" target="_self">Cyber security</a></li><li class="header__sub-li-js"><a href="/services/data-management/" target="_self">Data management</a></li><li class="header__sub-li-js"><a href="/services/data-science-analytics/" target="_self">Data science & analytics</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/services/digital-forensics/" target="_self">Digital forensics</a></li><li class="header__sub-li-js"><a href="/services/digital-transformation/" target="_self">Digital transformation</a></li><li class="header__sub-li-js"><a href="/services/location-intelligence-strategy/" target="_self">Location intelligence & strategy</a></li><li class="header__sub-li-js"><a href="/services/logistics-supply-chain/" target="_self">Logistics & supply chain</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/services/network-infrastructure-consulting/" target="_self">Network & infrastructure</a></li><li class="header__sub-li-js"><a href="/services/workforce-field-force-management/" target="_self">Workforce & field force management</a></li></ul></div></div></li><li tabindex="2" class=" menu-wrap-js hover-menu-wrap"><a class="hover-link mob-link-js link-disable" data-src="#submenu_2" href="/industries/">Industries</a><div id="submenu_2" class="header__sub-nav mob-spec-b-style header__sub-nav-js bg-white"><div data-src="#submenu_2" class="back-to-main px-lg-3 back-to-main-js"><svg class="back-to-main__svg" xmlns="http://www.w3.org/2000/svg" width="6.621" height="12.356" viewBox="0 0 6.621 12.356"><g transform="translate(-103.917 -53.433) rotate(-45)"><path d="M0,0H8.586V.777H0Z" transform="translate(31.405 115.557)"/><path d="M0,0H8.586V.777H0Z" transform="translate(31.254 124.293) rotate(-90)"/></g></svg>Main menu</div><div class="mob-title-link-wrap px-lg-3"><a class="mob-title-link" href="/industries/">Industries</a></div><div class="container header__sub-lists-js px-lg-3 px-0 d-flex flex-lg-nowrap flex-wrap header__sub-lists"><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/industries/automotive/" target="_self">Automotive</a></li><li class="header__sub-li-js"><a href="/industries/banking-financial-services/" target="_self">Banking & financial services</a></li><li class="header__sub-li-js"><a href="/industries/education-young-people/" target="_self">Education, children & young people</a></li><li class="header__sub-li-js"><a href="/industries/gaming/" target="_self">Gaming</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/industries/government-public-sector/" target="_self">Government & public sector</a></li><li class="header__sub-li-js"><a href="/industries/health-social-care-charities/" target="_self">Health, social care & charities</a></li><li class="header__sub-li-js"><a href="/industries/hospitality-leisure/" target="_self">Hospitality & leisure</a></li><li class="header__sub-li-js"><a href="/industries/media-publishing" target="_self">Media & publishing</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/industries/national-security-defence/" target="_self">National security & defence</a></li><li class="header__sub-li-js"><a href="/industries/policing/" target="_self">Policing</a></li><li class="header__sub-li-js"><a href="/industries/rail-and-transport/" target="_self">Rail & transport</a></li><li class="header__sub-li-js"><a href="/industries/real-estate-property-investment/" target="_self">Real estate & property investment</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/industries/retail-grocery-fmcg/" target="_self">Retail, Grocery & FMCG</a></li><li class="header__sub-li-js"><a href="/industries/telecoms/" target="_self">Telecoms</a></li><li class="header__sub-li-js"><a href="/industries/utilities/" target="_self">Utilities</a></li></ul></div></div></li><li tabindex="3" class=" menu-wrap-js hover-menu-wrap"><a class="hover-link mob-link-js" data-src="#submenu_3" href="/software/">Software</a><div id="submenu_3" class="header__sub-nav header__sub-nav-js bg-white"><div data-src="#submenu_3" class="back-to-main px-lg-3 back-to-main-js"><svg class="back-to-main__svg" xmlns="http://www.w3.org/2000/svg" width="6.621" height="12.356" viewBox="0 0 6.621 12.356"><g transform="translate(-103.917 -53.433) rotate(-45)"><path d="M0,0H8.586V.777H0Z" transform="translate(31.405 115.557)"/><path d="M0,0H8.586V.777H0Z" transform="translate(31.254 124.293) rotate(-90)"/></g></svg>Main menu</div><div class="mob-title-link-wrap px-lg-3"><a class="mob-title-link" href="/software/">Software</a></div><div class="container header__sub-lists-js px-lg-3 px-0 d-flex flex-lg-nowrap flex-wrap header__sub-lists"><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/software/?_sft_software=mailsort" target="_self">Mailsort</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=location-intelligence-software" target="_self">Location intelligence software</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=children-young-people" target="_self">Children & young people</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=transport-systems" target="_self">Transport systems</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/software/?_sft_software=scheduling" target="_self">Scheduling</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=route-optimisation-solutions" target="_self">Logistics & Route optimisation solutions</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=business-architecture-digital-twin" target="_self">Business architecture & digital twin</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=real-time-identity-resolution" target="_self">Real time identity resolution</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/software/?_sft_software=health-social-care-systems" target="_self">Health & social care systems</a></li><li class="header__sub-li-js"><a href="/software/?_sft_software=case-management" target="_self">Case management</a></li><li class="header__sub-li-js show_all"><a href="/software/" target="_self">View all software</a></li></ul></div></div></li><li tabindex="4" class=" menu-wrap-js hover-menu-wrap"><a class="hover-link mob-link-js" data-src="#submenu_4" href="/datasets/">Datasets</a><div id="submenu_4" class="header__sub-nav header__sub-nav-js bg-white"><div data-src="#submenu_4" class="back-to-main px-lg-3 back-to-main-js"><svg class="back-to-main__svg" xmlns="http://www.w3.org/2000/svg" width="6.621" height="12.356" viewBox="0 0 6.621 12.356"><g transform="translate(-103.917 -53.433) rotate(-45)"><path d="M0,0H8.586V.777H0Z" transform="translate(31.405 115.557)"/><path d="M0,0H8.586V.777H0Z" transform="translate(31.254 124.293) rotate(-90)"/></g></svg>Main menu</div><div class="mob-title-link-wrap px-lg-3"><a class="mob-title-link" href="/datasets/">Datasets</a></div><div class="container header__sub-lists-js px-lg-3 px-0 d-flex flex-lg-nowrap flex-wrap header__sub-lists"><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=people-data" target="_self">People Data</a></li><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=place-data" target="_self">Place Data</a></li><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=demographic-data" target="_self">Demographic Data</a></li><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=digital-data" target="_self">Digital Data</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=catchment-data" target="_self">Catchment Data</a></li><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=financial-data" target="_self">Financial Data</a></li><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=international-data" target="_self">International Data</a></li><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=logistics-data" target="_self">Logistics Data</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/datasets/?_sft_datasets=geo-data" target="_self">Geo Data</a></li><li class="header__sub-li-js show_all"><a href="/datasets/" target="_self">View all datasets</a></li></ul></div></div></li><li tabindex="5" class=" menu-wrap-js hover-menu-wrap"><a class="hover-link mob-link-js" data-src="#submenu_5" href="/insights/">Insights</a><div id="submenu_5" class="header__sub-nav header__sub-nav-js bg-white"><div data-src="#submenu_5" class="back-to-main px-lg-3 back-to-main-js"><svg class="back-to-main__svg" xmlns="http://www.w3.org/2000/svg" width="6.621" height="12.356" viewBox="0 0 6.621 12.356"><g transform="translate(-103.917 -53.433) rotate(-45)"><path d="M0,0H8.586V.777H0Z" transform="translate(31.405 115.557)"/><path d="M0,0H8.586V.777H0Z" transform="translate(31.254 124.293) rotate(-90)"/></g></svg>Main menu</div><div class="mob-title-link-wrap px-lg-3"><a class="mob-title-link" href="/insights/">Insights</a></div><div class="container header__sub-lists-js px-lg-3 px-0 d-flex flex-lg-nowrap flex-wrap header__sub-lists"><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/insights-filter/?_sft_category=case-studies" target="_self">Case studies</a></li><li class="header__sub-li-js"><a href="/services/consumer-demographic-data/cost-of-living/" target="_self">Cost of Living</a></li><li class="header__sub-li-js"><a href="/services/consumer-demographic-data/esg-score-and-analysis/" target="_self">ESG Score and Analysis</a></li><li class="header__sub-li-js"><a href="/insights-filter/?_sft_category=newsroom" target="_self">Newsroom</a></li></ul><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/insights-filter/?_sft_category=opinions" target="_self">Opinions</a></li></ul></div></div></li><li tabindex="6" class=" menu-wrap-js hover-menu-wrap"><a class="hover-link mob-link-js" data-src="#submenu_6" href="/careers/">Careers</a><div id="submenu_6" class="header__sub-nav header__sub-nav-js bg-white"><div data-src="#submenu_6" class="back-to-main px-lg-3 back-to-main-js"><svg class="back-to-main__svg" xmlns="http://www.w3.org/2000/svg" width="6.621" height="12.356" viewBox="0 0 6.621 12.356"><g transform="translate(-103.917 -53.433) rotate(-45)"><path d="M0,0H8.586V.777H0Z" transform="translate(31.405 115.557)"/><path d="M0,0H8.586V.777H0Z" transform="translate(31.254 124.293) rotate(-90)"/></g></svg>Main menu</div><div class="mob-title-link-wrap px-lg-3"><a class="mob-title-link" href="/careers/">Careers</a></div><div class="container header__sub-lists-js px-lg-3 px-0 d-flex flex-lg-nowrap flex-wrap header__sub-lists"><ul class="list-unstyled header__sub-list header__sub-list-js"><li class="header__sub-li-js"><a href="/careers/" target="_self">Working with us</a></li><li class="header__sub-li-js"><a href="https://dayforcehcm.com/CandidatePortal/en-GB/caciltd/" target="_blank">Search & Apply</a></li></ul></div></div></li><li class="hover-menu-wrap"><a href="/about-caci/" class="">About</a></li><li class="hover-menu-wrap"><a href="/contact/" class="">Contact</a></li> <li class="hover-menu-wrap"> <input type="search" placeholder="Search" name="s" class="search-input d-none" id="search-input"> <div id="ajax_search_pro_wrapper"><div class="asp_w_container asp_w_container_1 asp_w_container_1_1" data-id="1"><div class='asp_w asp_m asp_m_1 asp_m_1_1 wpdreams_asp_sc wpdreams_asp_sc-1 ajaxsearchpro asp_main_container asp_non_compact' data-id="1" data-name="Main Search" data-instance="1" id='ajaxsearchpro1_1'><div class="probox"><div class='prosettings' style='display:none;' data-opened=0><div class='innericon'><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 512 512"><path d="M170 294c0 33.138-26.862 60-60 60-33.137 0-60-26.862-60-60 0-33.137 26.863-60 60-60 33.138 0 60 26.863 60 60zm-60 90c-6.872 0-13.565-.777-20-2.243V422c0 11.046 8.954 20 20 20s20-8.954 20-20v-40.243c-6.435 1.466-13.128 2.243-20 2.243zm0-180c6.872 0 13.565.777 20 2.243V90c0-11.046-8.954-20-20-20s-20 8.954-20 20v116.243c6.435-1.466 13.128-2.243 20-2.243zm146-7c12.13 0 22 9.87 22 22s-9.87 22-22 22-22-9.87-22-22 9.87-22 22-22zm0-38c-33.137 0-60 26.863-60 60 0 33.138 26.863 60 60 60 33.138 0 60-26.862 60-60 0-33.137-26.862-60-60-60zm0-30c6.872 0 13.565.777 20 2.243V90c0-11.046-8.954-20-20-20s-20 8.954-20 20v41.243c6.435-1.466 13.128-2.243 20-2.243zm0 180c-6.872 0-13.565-.777-20-2.243V422c0 11.046 8.954 20 20 20s20-8.954 20-20V306.757c-6.435 1.466-13.128 2.243-20 2.243zm146-75c-33.137 0-60 26.863-60 60 0 33.138 26.863 60 60 60 33.138 0 60-26.862 60-60 0-33.137-26.862-60-60-60zm0-30c6.872 0 13.565.777 20 2.243V90c0-11.046-8.954-20-20-20s-20 8.954-20 20v116.243c6.435-1.466 13.128-2.243 20-2.243zm0 180c-6.872 0-13.565-.777-20-2.243V422c0 11.046 8.954 20 20 20s20-8.954 20-20v-40.243c-6.435 1.466-13.128 2.243-20 2.243z"/></svg></div></div><div class='proinput'><form role="search" action='#' autocomplete="off" aria-label="Search form"><input type='search' class='orig' placeholder='Search' name='phrase' value='' aria-label="Search input" autocomplete="off"/><input type='text' class='autocomplete' name='phrase' value='' aria-label="Search autocomplete input" aria-hidden="true" tabindex="-1" autocomplete="off" disabled/></form></div><button class='promagnifier' aria-label="Search magnifier button"><span class='asp_text_button hiddend'> Search </span><span class='innericon hiddend'><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 512 512"><path d="M460.355 421.59l-106.51-106.512c20.04-27.553 31.884-61.437 31.884-98.037C385.73 124.935 310.792 50 218.685 50c-92.106 0-167.04 74.934-167.04 167.04 0 92.107 74.935 167.042 167.04 167.042 34.912 0 67.352-10.773 94.184-29.158L419.945 462l40.41-40.41zM100.63 217.04c0-65.095 52.96-118.055 118.056-118.055 65.098 0 118.057 52.96 118.057 118.056 0 65.097-52.96 118.057-118.057 118.057-65.096 0-118.055-52.96-118.055-118.056z"/></svg></span><span class="asp_clear"></span></button><div class='proloading'><div class="asp_loader"><div class="asp_loader-inner asp_simple-circle"></div></div></div><div class='proclose'><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="512px" height="512px" viewBox="0 0 512 512" enable-background="new 0 0 512 512" xml:space="preserve"><polygon points="438.393,374.595 319.757,255.977 438.378,137.348 374.595,73.607 255.995,192.225 137.375,73.622 73.607,137.352 192.246,255.983 73.622,374.625 137.352,438.393 256.002,319.734 374.652,438.378 "/></svg></div></div></div><div class='asp_data_container' style="display:none !important;"><div class="asp_init_data" style="display:none !important;" id="asp_init_id_1_1" data-asp-id="1" data-asp-instance="1" data-aspdata="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"></div><div class='asp_hidden_data' style="display:none !important;"><div class='asp_item_overlay'><div class='asp_item_inner'><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 512 512"><path d="M448.225 394.243l-85.387-85.385c16.55-26.08 26.146-56.986 26.146-90.094 0-92.99-75.652-168.64-168.643-168.64-92.988 0-168.64 75.65-168.64 168.64s75.65 168.64 168.64 168.64c31.466 0 60.94-8.67 86.176-23.734l86.14 86.142c36.755 36.754 92.355-18.783 55.57-55.57zm-344.233-175.48c0-64.155 52.192-116.35 116.35-116.35s116.353 52.194 116.353 116.35S284.5 335.117 220.342 335.117s-116.35-52.196-116.35-116.352zm34.463-30.26c34.057-78.9 148.668-69.75 170.248 12.863-43.482-51.037-119.984-56.532-170.248-12.862z"/></svg></div></div></div></div><div id='__original__ajaxsearchprores1_1' class='asp_w asp_r asp_r_1 asp_r_1_1 vertical ajaxsearchpro wpdreams_asp_sc wpdreams_asp_sc-1' data-id="1" data-instance="1"><div class="results"><div class="resdrg"></div></div><div class="asp_res_loader hiddend"><div class="asp_loader"><div class="asp_loader-inner asp_simple-circle"></div></div></div></div><div id='__original__ajaxsearchprosettings1_1' class="asp_w asp_ss asp_ss_1 asp_s asp_s_1 asp_s_1_1 wpdreams_asp_sc wpdreams_asp_sc-1 ajaxsearchpro searchsettings" data-id="1" data-instance="1"><form name='options' class="asp-fss-flex" aria-label="Search settings form" autocomplete = 'off'><input type="hidden" name="current_page_id" value="183"><input type='hidden' name='qtranslate_lang' value='0'/><input type="hidden" name="filters_changed" value="0"><input type="hidden" name="filters_initial" value="1"><div style="clear:both;"></div></form></div></div></div> </li> </ul> <a href="https://www.caci.co.uk/" class="main-logo-wrap position-absolute"> <svg class="main-logo" xmlns="http://www.w3.org/2000/svg" width="333.871" height="145.373" viewBox="0 0 333.871 145.373"> <g transform="translate(-92.188 -48.008)"> <path d="M192.064,49.831l-.049,37.747c-.146,1.463-1.284,1.634-1.474.087-1.447-20.978-26.075-40.5-49.175-32.127-27.559,9.99-31.348,40.358-28.357,63.792,1.186,9.287,3.726,17.741,10.145,25.668,6.451,7.976,15.3,13.3,26.034,14.232,17.453,1.5,33.025-6.53,42.695-20.086.252-.366,1.067.19.953.421-10.769,24.257-45,34.936-70.376,20.243-33.2-19.222-38.686-59.089-18.446-88.155,16.65-23.923,50.931-30.393,77.652-16.194,4.033,2.141,6.967-2.358,8.98-5.637Zm219.61,105.3c0,5.6,10.041,6.665,13.377,6.6v2.521H379.123v-2.521c2.741.062,13.993-1,13.993-6.6V58.192c0-7.577-12.467-6.663-13.993-6.937V48.726H425.05v2.532c-1.52.274-13.377-.784-13.377,6.937Zm-35.28-105.3-.052,37.747c-.155,1.463-1.292,1.634-1.482.087-1.436-20.978-26.067-40.5-49.167-32.127-27.557,9.99-31.351,40.355-28.36,63.792,1.189,9.287,3.732,17.741,10.144,25.668,6.456,7.976,15.3,13.3,26.031,14.232,17.456,1.5,33.028-6.53,42.695-20.086.252-.366,1.075.19.961.421-10.78,24.257-45,34.936-70.382,20.243-33.2-19.222-38.684-59.089-18.438-88.155C304.991,47.733,339.278,41.26,366,55.459c4.027,2.141,6.956-2.358,8.977-5.637Z"/> <path d="M776.969,127.956l16.4-39.351,17.442,39.351Zm68.645,37.452L798.156,57.523,750.7,165.258c-1.656,3.064-3.767,4.247-7.447,5.471v1.748l30.569.016v-1.761c-6.481-.991-14.245-1.921-11.86-8.818l11.881-26.444.033-.1H814.1l.035.076L826.3,163.435c2.583,6.386-7.669,7.306-12.324,7.3V172.5l42.13-.024v-1.824c-2.583,0-8.055-.079-10.489-5.246" transform="translate(-559.561 -8.178)"/> <path fill="#ed1b2d" d="M139.7,1003.565H466.9v11.072H139.7Z" transform="translate(-40.836 -821.257)"/> </g> </svg> </a> <div id="header__circle-anim" class="header__circle-anim container position-absolute text-right"> </div> </div> <div class="header__mobile-wrap" id="header__mobile-wrap"> <div class="container header__mobile-menu" id="header__mobile-menu"> <div class="header__mobile-heading d-flex justify-content-between align-items-center" id="header__mobile-heading"> <div id="header__mobile-close" class="header__mobile-close"></div> </div> </div> </div> </header> <main id="main" class="main"> <nav class="wrap-breadcrumb container hide-scrollbar" id="wrap-breadcrumb"><span><span><a href="https://www.caci.co.uk/">Home</a></span> > <span><a href="https://www.caci.co.uk/services/">Services</a></span> > <span class="breadcrumb_last" aria-current="page">Data Science & Analytics</span></span></nav> <section class="jump-section hero position-relative overflow-hidden " id="hero"> <div class="container hero__container"> <div class="imgs-collection" id="imgs-collection"><div class="imgs-collection__img-wrp imgs-collection__img-wrp-js"><img width="300" height="182" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="attachment-medium size-medium ewww_webp" alt="" decoding="async" fetchpriority="high" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="(max-width: 300px) 100vw, 300px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303-300x182.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303-300x182.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303-300x182.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303.png.webp 500w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303-300x182.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303.png 500w" data-eio="j" /><noscript><img width="300" height="182" src="https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303-300x182.png" class="attachment-medium size-medium" alt="" decoding="async" fetchpriority="high" srcset="https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303-300x182.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/team_working_500x303.png 500w" sizes="(max-width: 300px) 100vw, 300px" /></noscript></div><div class="imgs-collection__img-wrp imgs-collection__img-wrp-js"><img width="300" height="200" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="attachment-medium size-medium ewww_webp" alt="" decoding="async" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="(max-width: 300px) 100vw, 300px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334-300x200.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334-300x200.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334-300x200.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334.png.webp 500w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334-300x200.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334.png 500w" data-eio="j" /><noscript><img width="300" height="200" src="https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334-300x200.png" class="attachment-medium size-medium" alt="" decoding="async" srcset="https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334-300x200.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/stats_on_tablet_500x334.png 500w" sizes="(max-width: 300px) 100vw, 300px" /></noscript></div><div class="imgs-collection__img-wrp imgs-collection__img-wrp-js"><img width="300" height="200" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="attachment-medium size-medium ewww_webp" alt="" decoding="async" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="(max-width: 300px) 100vw, 300px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334-300x200.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334-300x200.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334-300x200.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334.png.webp 500w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334-300x200.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334.png 500w" data-eio="j" /><noscript><img width="300" height="200" src="https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334-300x200.png" class="attachment-medium size-medium" alt="" decoding="async" srcset="https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334-300x200.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/data_analysis_500x334.png 500w" sizes="(max-width: 300px) 100vw, 300px" /></noscript></div><div class="imgs-collection__img-wrp imgs-collection__img-wrp-js"><img width="300" height="200" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="attachment-medium size-medium ewww_webp" alt="" decoding="async" loading="lazy" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="auto, (max-width: 300px) 100vw, 300px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1-300x200.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1-300x200.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1-300x200.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1.png.webp 500w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1-300x200.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1.png 500w" data-eio="j" /><noscript><img width="300" height="200" src="https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1-300x200.png" class="attachment-medium size-medium" alt="" decoding="async" loading="lazy" srcset="https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1-300x200.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/06/charts_on_screen_500x333-1.png 500w" sizes="auto, (max-width: 300px) 100vw, 300px" /></noscript></div></div> <div id="contact-info" class="contact-info text-center ml-auto position-relative order-lg-1 order-2 change-cursor-color-js"> <div class="contact-info__title">How can we help?</div> <a class="d-block" href="tel:+4402076057022">+44 (0) 20 7605 7022 </a> <a class="d-block contact-info__link font-weight-bold" href="/contact/#contact-form">Make an enquiry</a> <a href="https://www.linkedin.com/company/caci-ltd" target="_blank"> <svg xmlns="http://www.w3.org/2000/svg" width="41.215" height="41.216" viewBox="0 0 41.215 41.216" class="contact-info__svg"> <defs> <style>.a { fill: #fff; }</style> </defs> <path class="a" d="M1653,14734.768a20.608,20.608,0,1,0,20.605,20.608A20.61,20.61,0,0,0,1653,14734.768Zm-5.264,28.905h-4.182v-12.617h4.182Zm-2.092-14.22a2.2,2.2,0,1,1,2.3-2.2A2.249,2.249,0,0,1,1645.645,14749.453Zm16.986,14.22h-4.3l-.046-7.574s-.048-2.185-2.012-2.115-2.149,2.232-2.149,2.232l.024,7.457H1649.9v-12.617h4.112v1.838s1.417-2.976,5.669-1.838c0,0,2.9.535,2.952,4.718S1662.631,14763.673,1662.631,14763.673Z" transform="translate(-1632.391 -14734.768)"/> </svg> </a> </div> <h1 id="title" class="hero__title-overlay text-center mx-auto position-relative pointer-evnt-none order-lg-2 order-1">Data Science & Analytics</h1> <div class="hero__title-wrap mx-auto position-relative order-3"> <h2>Who are your customers? What do they need and what makes them spend? What is the best way to engage with them? Our data science and analytics solutions give you answers to these critical questions. Make informed marketing decisions and improve results by knowing exactly what makes your customers tick.</h2> <p>We can help you pull meaningful information from your consumer data for decision-making. Predictive insights give you trusted evidence that guides strategy and planning for the months and years ahead. Rapid, automated analytics give you information to act on immediately and keep your customer propositions relevant and competitive. Integrating your performance data with strong demographic and behavioural insights, we empower you to understand your current and potential customers deeply. Our blend of data and technology expertise puts analytics to work in clear, visual, actionable ways.</p> </div> </div> </section> <section id="focus_campaign" class="jump-section campaign "> <div class="container"> <div class="position-relative"> <div class="position-relative campaign__content-wrap img-cursor-js" data-image="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_cursor_image_317x317.png"> <a href="https://pages.caci.co.uk/making-sense-with-data-science.html?utm_source=display&utm_medium=banner&utm_campaign=data_science&utm_term=unpaid&utm_content=website" target="_blank" class="campaign-tjl-content"> <h2><strong>Making Sense of a Changed World with Data Science</strong></h2> <div class="campaign-tjl-cta"> <div class="CTA-btn"> <span class="CTA-btn__text">Read more</span> <span class="arrow-right"></span> </div> </div>  </a> <a class="link-mask btn-cursor cursor-pointer" href="https://pages.caci.co.uk/making-sense-with-data-science.html?utm_source=display&utm_medium=banner&utm_campaign=data_science&utm_term=unpaid&utm_content=website" target="_blank"></a> <img width="1840" height="780" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="attachment-full size-full ewww_webp" alt="" decoding="async" loading="lazy" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="auto, (max-width: 1840px) 100vw, 1840px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780.png.webp 1840w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-300x127.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-1024x434.png.webp 1024w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-768x326.png.webp 768w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-1536x651.png.webp 1536w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780.png 1840w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-300x127.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-1024x434.png 1024w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-768x326.png 768w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-1536x651.png 1536w" data-eio="j" /><noscript><img width="1840" height="780" src="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780.png" class="attachment-full size-full" alt="" decoding="async" loading="lazy" srcset="https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780.png 1840w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-300x127.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-1024x434.png 1024w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-768x326.png 768w, https://www.caci.co.uk/wp-content/uploads/2021/07/changed_world_campaign_banner_1840x780-1536x651.png 1536w" sizes="auto, (max-width: 1840px) 100vw, 1840px" /></noscript> </div> </div> </div> </section> <section id="focus_additional_info" style="overflow: visible !important;" class="jump-section additional-information overflow-hidden"> <div class="container"> <div id="additional_info_flex"> <div id="additional_info_flex_content"> <h3 class="display-3 additional-information__main-title">Discover, accelerate, evaluate</h3> <div class="intro-text"> <p>We are data science experts with a mission to help you deliver more effective and efficient marketing, for competitive advantage. Our proven methodology and approach make practical sense of complex and real-time data.</p> </div> <div id="additional-information__cutter" data-loading-gif="https://www.caci.co.uk/wp-content/themes/caci/img/loading.gif" class="additional-information__cutter additional-information__part-right-text"> <p>Discover who your customers and prospects really are – plus where, why and how to engage them. Accelerate your performance with ROI-optimised marketing and communications. Then evaluate to understand what happened and what to do next, so you stay ahead of emerging customer demands and outstrip the competition.</p> <h3><strong>Make every marketing contact count</strong></h3> <p>Data science tools that produce precise insights give you real power in fast-changing markets. Adapt to new preferences and emerging trends as they happen, with real-time analytics and automated reporting.</p> <ul> <li>Identify your most valuable customers</li> <li>Use digital channels effectively</li> <li>Use budget more smartly to optimise ROI</li> <li>Communicate at the right time</li> <li>Customise propositions for each customer and prospect</li> </ul> <p>Clear analytics reporting is critical. With well-designed dashboards, different people in your organisation get exactly the insight they need for action, instead of drowning in data. You learn continuously what is working and what is not. You can innovate confidently, because you’ll see the results quickly and can change course or pick up the pace, depending on the evidence. We are technology agnostic so you can choose the platform that works best for your marketing operation and we will make it work for you. You can take control of insight for decisions, using the best tools for the job.</p> </div> <div class="additional-information__btn-wrap position-relative" id="additional-information__btn-wrap"> <a class="CTA-btn d-lg-none additional-information__btn" id="additional-information__btn" href="#"> <span class="CTA-btn__text position-relative"> <span class="CTA-btn__text-1 def-transition">Read more </span> <span class="CTA-btn__text-2 def-transition">View less</span> </span> <span class="arrow-right"></span> </a> </div> </div> <div id="additional_info_flex_img"> <img width="1764" height="2560" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="parallax ewww_webp" alt="" decoding="async" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="(max-width: 1764px) 100vw, 1764px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-scaled.jpg" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-scaled.jpg.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-scaled.jpg.webp 1764w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-207x300.jpg.webp 207w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-706x1024.jpg.webp 706w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-768x1115.jpg.webp 768w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-1058x1536.jpg.webp 1058w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-1411x2048.jpg.webp 1411w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-scaled.jpg 1764w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-207x300.jpg 207w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-706x1024.jpg 706w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-768x1115.jpg 768w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-1058x1536.jpg 1058w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-1411x2048.jpg 1411w" data-eio="j" /><noscript><img width="1764" height="2560" src="https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-scaled.jpg" class="parallax" alt="" decoding="async" srcset="https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-scaled.jpg 1764w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-207x300.jpg 207w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-706x1024.jpg 706w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-768x1115.jpg 768w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-1058x1536.jpg 1058w, https://www.caci.co.uk/wp-content/uploads/2021/05/Data-science-and-analytics-cropped-1411x2048.jpg 1411w" sizes="(max-width: 1764px) 100vw, 1764px" /></noscript> </div> </div> </div> </section><section data-wpr-lazyrender="1" class="jump-section bg-dark capabilities " id="capabilities"> <div class="container capabilities__container d-flex justify-content-xl-center flex-xl-nowrap flex-wrap"> <div class="capabilities__left-part order-xl-1 order-2"> <h3 class="capabilities__title text-white display-3">Capabilities</h3> <div class="swiper-container" id="capabilities__slider"> <div class="capabilities__items swiper-wrapper"> <div class="swiper-slide"><div class="capabilities__item"><h4>Customer Segmentation</h4><p>Understand every aspect of the needs, behaviours and preferences of your customers and prospects.</p><a href="https://www.caci.co.uk/services/customer-segmentation/" target="_self">Read more</a></div><div class="capabilities__item"><h4>Data Engineering</h4><p>Unite and integrate diverse data sets to uncover new insights and get more from your data.</p><a href="https://www.caci.co.uk/services/customer-marketing-solutions/data-engineering/" target="_self">Read more</a></div></div><div class="swiper-slide"><div class="capabilities__item"><h4>Data Visualisation and Reporting</h4><p>Make decisions based on insight you can trust, presented in a clear and meaningful way.</p><a href="https://www.caci.co.uk/services/data-visualisation-and-reporting/" target="_self">Read more</a></div><div class="capabilities__item"><h4>Forecasting</h4><p>Predict changing market conditions and customer behaviours to forecast business impact.</p><a href="https://www.caci.co.uk/services/forecasting/" target="_self">Read more</a></div></div><div class="swiper-slide"><div class="capabilities__item"><h4>Marketing Attribution</h4><p>Sophisticated insight to explain the cumulative effect of multi-channel campaigns for optimisation.</p><a href="https://www.caci.co.uk/services/marketing-attribution/" target="_self">Read more</a></div><div class="capabilities__item"><h4>Predictive Analytics and Modelling</h4><p>Powerful AI & ML analytics tools monitor behaviour, response and context for personalised marketing.</p><a href="https://www.caci.co.uk/services/predictive-analytics/" target="_self">Read more</a></div></div> </div> </div> </div> </div> </section><div data-wpr-lazyrender="1" id="spacer_panel"></div> <section data-wpr-lazyrender="1" id="focus_software" class="jump-section software "> <div class="container software__container d-flex flex-wrap align-items-start flex-lg-nowrap justify-content-xl-center"> <div class="software__left-part overflow-hidden text-center"> <img width="654" height="322" src="https://www.caci.co.uk/wp-content/themes/caci/img/datasets.svg" class="software__pic"> </div> <div class="software__right-part"> <h3 class="software__title"> Datasets </h3> <div class="software__items"><div class="software__item img-cursor2-js" data-image="https://www.caci.co.uk/wp-content/uploads/2023/07/Logo-Acorn-e1724428998531.png"><a href="https://www.caci.co.uk/datasets/acorn/"><h4>Acorn</h4><p>Acorn is CACI’s flagship geodemographic segmentation tool.</p></a></div><div class="software__item img-cursor2-js" data-image="https://www.caci.co.uk/wp-content/uploads/2021/06/Logo-Fresco-e1724430040159.png"><a href="https://www.caci.co.uk/datasets/fresco/"><h4>Fresco</h4><p>Fresco is CACI’s powerful individual level, financial services segmentation.</p></a></div><div class="software__item img-cursor2-js" data-image="https://www.caci.co.uk/wp-content/uploads/2021/06/Logo-Ocean-e1724430211466.png"><a href="https://www.caci.co.uk/datasets/ocean/"><h4>Ocean: The UK’s leading consumer database</h4><p>Leading-edge UK consumer database providing insight on demographic, digital, lifestyle and attitudinal characteristics.</p></a></div><div class="software__item img-cursor2-js" data-image="https://www.caci.co.uk/wp-content/uploads/2021/07/data_demographic_logo_280x85.png"><a href="https://www.caci.co.uk/software/demographic-data-api/"><h4>Demographic Data API</h4><p>CACI’s Demographic Data API gives you real-time access to our suite of demographic data products.</p></a></div></div> </div> </div> </section> <section data-wpr-lazyrender="1" class="jump-section testimonials overflow-hidden " id="focus_testimonials"> <div class="container d-flex justify-content-center flex-wrap flex-lg-nowrap align-items-center"> <div class="testimonials__left-side w-100"> <div class="swiper-container testimonials__slider text-center" id="testimonials__slider"> <div class="swiper-wrapper"> <div class="swiper-slide"><blockquote><p> We chose CACI because of their expertise in data and technology and how they can be used to provide a tailored customer experience </p></blockquote><cite>NEC Group</cite></div><div class="swiper-slide"><blockquote><p> We have a strong partnership with CACI for data insight that continually supports OneFamily’s relevance and appeal to customers. </p></blockquote><cite>One Family</cite></div><div class="swiper-slide"><blockquote><p> For propositions and portfolio, no other provider can match the breadth and immediacy of data and marketing coverage CACI brings. </p></blockquote><cite>Principality Building Society</cite></div> </div> <div class="swiper-pagination"></div> </div> </div> <div class="testimonials__right-side w-100 "> <div class="position-relative testimonials__right-wrap"> </div> </div> </div> </section> <section data-wpr-lazyrender="1" class="jump-section case-studies bg-dark text-white overflow-hidden " id="case-studies"> <div class="container"> <div class="case-studies__container ml-auto"> <div class="case-studies__heading text-right"> <h3 class="display-2 case-studies__title"> <span class="position-relative"> Case studies <span class="display-2 case-studies__title position-absolute d-inline-block case-studies__title--rotate p-0 m-0 text-nowrap">Case studies</span> </span> </h3> <a class="case-studies__link position-relative" href="/insights-filter/?_sft_category=case-studies&_sft_services=data-science-analytics" rel="nofollow">View all <span class="d-lg-inline d-none"> case studies</span></a> </div> <div class="case-studies__cases"> <div class="case-studies__case d-flex flex-wrap flex-lg-nowrap justify-content-lg-between"><div class="case-studies__case-content d-flex flex-column justify-content-between"><div class="case-studies__case-link-wrap position-relative"><a class="link-mask" href="https://www.caci.co.uk/insights/creating-a-strategic-segmentation-to-help-tsb-understand-and-drive-money-confidence/"></a><h4 class="display-4 case-studies__case-title">Creating a strategic segmentation to help TSB understand and drive money confidence</h4><span class="CTA-btn"><span class="CTA-btn__text">Read</span><span class="arrow-right"></span></span></div><div class="case-studies__case-text">Case study</div></div><div class="case-studies__case-img-wrap"><a href="https://www.caci.co.uk/insights/creating-a-strategic-segmentation-to-help-tsb-understand-and-drive-money-confidence/"><img width="640" height="352" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="obj-cover ewww_webp" alt="" decoding="async" loading="lazy" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="auto, (max-width: 640px) 100vw, 640px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230.jpg" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230.jpg.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230.jpg.webp 774w, https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230-300x165.jpg.webp 300w, https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230-768x423.jpg.webp 768w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230.jpg 774w, https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230-300x165.jpg 300w, https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230-768x423.jpg 768w" data-eio="j" /><noscript><img width="640" height="352" src="https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230.jpg" class="obj-cover" alt="" decoding="async" loading="lazy" srcset="https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230.jpg 774w, https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230-300x165.jpg 300w, https://www.caci.co.uk/wp-content/uploads/2022/03/shutterstock_1954985230-768x423.jpg 768w" sizes="auto, (max-width: 640px) 100vw, 640px" /></noscript></a></div></div><div class="case-studies__case d-flex flex-wrap flex-lg-nowrap justify-content-lg-between"><div class="case-studies__case-content d-flex flex-column justify-content-between"><div class="case-studies__case-link-wrap position-relative"><a class="link-mask" href="https://www.caci.co.uk/insights/case-studies/onefamily/"></a><h4 class="display-4 case-studies__case-title">Data science allows OneFamily to identify demand for new products</h4><span class="CTA-btn"><span class="CTA-btn__text">Read</span><span class="arrow-right"></span></span></div><div class="case-studies__case-text">Case study</div></div><div class="case-studies__case-img-wrap"><a href="https://www.caci.co.uk/insights/case-studies/onefamily/"><img width="640" height="352" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="obj-cover ewww_webp" alt="" decoding="async" loading="lazy" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="auto, (max-width: 640px) 100vw, 640px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426.png.webp 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426-300x165.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426-768x423.png.webp 768w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426.png 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426-300x165.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426-768x423.png 768w" data-eio="j" /><noscript><img width="640" height="352" src="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426.png" class="obj-cover" alt="" decoding="async" loading="lazy" srcset="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426.png 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426-300x165.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_data_science_774x426-768x423.png 768w" sizes="auto, (max-width: 640px) 100vw, 640px" /></noscript></a></div></div><div class="case-studies__case d-flex flex-wrap flex-lg-nowrap justify-content-lg-between"><div class="case-studies__case-content d-flex flex-column justify-content-between"><div class="case-studies__case-link-wrap position-relative"><a class="link-mask" href="https://www.caci.co.uk/insights/case-studies/principality-building-society/"></a><h4 class="display-4 case-studies__case-title">Principality Building Society launch a new proposition to a new customer segment with Fresco</h4><span class="CTA-btn"><span class="CTA-btn__text">Read</span><span class="arrow-right"></span></span></div><div class="case-studies__case-text">Case study</div></div><div class="case-studies__case-img-wrap"><a href="https://www.caci.co.uk/insights/case-studies/principality-building-society/"><img width="640" height="352" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="obj-cover ewww_webp" alt="" decoding="async" loading="lazy" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="auto, (max-width: 640px) 100vw, 640px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426.png.webp 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426-300x165.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426-768x423.png.webp 768w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426.png 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426-300x165.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426-768x423.png 768w" data-eio="j" /><noscript><img width="640" height="352" src="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426.png" class="obj-cover" alt="" decoding="async" loading="lazy" srcset="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426.png 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426-300x165.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_principality_building_society_774x426-768x423.png 768w" sizes="auto, (max-width: 640px) 100vw, 640px" /></noscript></a></div></div><div class="case-studies__case d-flex flex-wrap flex-lg-nowrap justify-content-lg-between"><div class="case-studies__case-content d-flex flex-column justify-content-between"><div class="case-studies__case-link-wrap position-relative"><a class="link-mask" href="https://www.caci.co.uk/insights/case-studies/hotter-shoes/"></a><h4 class="display-4 case-studies__case-title">Supercharging Hotter Shoes’ customer experience strategy with Fresco segmentation</h4><span class="CTA-btn"><span class="CTA-btn__text">Read</span><span class="arrow-right"></span></span></div><div class="case-studies__case-text">Case study</div></div><div class="case-studies__case-img-wrap"><a href="https://www.caci.co.uk/insights/case-studies/hotter-shoes/"><img width="640" height="352" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="obj-cover ewww_webp" alt="" decoding="async" loading="lazy" srcset="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw== 1w" sizes="auto, (max-width: 640px) 100vw, 640px" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426.png.webp" data-srcset-webp="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426.png.webp 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426-300x165.png.webp 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426-768x423.png.webp 768w" data-srcset-img="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426.png 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426-300x165.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426-768x423.png 768w" data-eio="j" /><noscript><img width="640" height="352" src="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426.png" class="obj-cover" alt="" decoding="async" loading="lazy" srcset="https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426.png 774w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426-300x165.png 300w, https://www.caci.co.uk/wp-content/uploads/2021/07/case_study_hotter_shoes_774x426-768x423.png 768w" sizes="auto, (max-width: 640px) 100vw, 640px" /></noscript></a></div></div> </div> <div class="text-right"> <a class="case-studies__link d-lg-none d-inline" href="/insights-filter/?_sft_category=case-studies&_sft_services=data-science-analytics" rel="nofollow">View all</a> </div> </div> </div> </section><section data-wpr-lazyrender="1" class="jump-section client-logos overflow-hidden " id="focus_client_logos"> <div class="container"> <h3 class="client-logos__title">Our clients</h3> <div class="swiper-container overflow-visible" id="client-logos"> <div class="swiper-wrapper align-items-center"> <div class="swiper-slide"><img width="250" height="80" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/Hotter-Shoes-Logo-e1623933002540.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/Hotter-Shoes-Logo-e1623933002540.png.webp" data-eio="j" /><noscript><img width="250" height="80" src="https://www.caci.co.uk/wp-content/uploads/2021/06/Hotter-Shoes-Logo-e1623933002540.png" class="skip-lazy" alt="" decoding="async" /></noscript> </div><div class="swiper-slide"><a href="https://www.southampton.gov.uk/" target="_blank" title="Southampton City Council"><img width="200" height="93" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/1200px-Royal_Society_for_the_Protection_of_Birds_logo.svg_-e1623831809406.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/1200px-Royal_Society_for_the_Protection_of_Birds_logo.svg_-e1623831809406.png.webp" data-eio="j" /><noscript><img width="200" height="93" src="https://www.caci.co.uk/wp-content/uploads/2021/06/1200px-Royal_Society_for_the_Protection_of_Birds_logo.svg_-e1623831809406.png" class="skip-lazy" alt="" decoding="async" /></noscript></a> </div><div class="swiper-slide"><img width="250" height="76" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/Principality_Building_Society_logo.svg_-e1623933131957.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/Principality_Building_Society_logo.svg_-e1623933131957.png.webp" data-eio="j" /><noscript><img width="250" height="76" src="https://www.caci.co.uk/wp-content/uploads/2021/06/Principality_Building_Society_logo.svg_-e1623933131957.png" class="skip-lazy" alt="" decoding="async" /></noscript> </div><div class="swiper-slide"><img width="250" height="63" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/onefamilylogo-e1623932948830.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/onefamilylogo-e1623932948830.png.webp" data-eio="j" /><noscript><img width="250" height="63" src="https://www.caci.co.uk/wp-content/uploads/2021/06/onefamilylogo-e1623932948830.png" class="skip-lazy" alt="" decoding="async" /></noscript> </div><div class="swiper-slide"><img width="250" height="113" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="EDF-Energy-Logo" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/1200px-Electricite_de_France.svg_-e1623933037831.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/1200px-Electricite_de_France.svg_-e1623933037831.png.webp" data-eio="j" /><noscript><img width="250" height="113" src="https://www.caci.co.uk/wp-content/uploads/2021/06/1200px-Electricite_de_France.svg_-e1623933037831.png" class="skip-lazy" alt="EDF-Energy-Logo" decoding="async" /></noscript> </div><div class="swiper-slide"><img width="250" height="115" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2021/06/affinitywaterlogo-e1623933021417.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2021/06/affinitywaterlogo-e1623933021417.png.webp" data-eio="j" /><noscript><img width="250" height="115" src="https://www.caci.co.uk/wp-content/uploads/2021/06/affinitywaterlogo-e1623933021417.png" class="skip-lazy" alt="" decoding="async" /></noscript> </div><div class="swiper-slide"><img width="300" height="110" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" class="skip-lazy ewww_webp" alt="" decoding="async" data-src-img="https://www.caci.co.uk/wp-content/uploads/2022/03/TSB_logo-1.png" data-src-webp="https://www.caci.co.uk/wp-content/uploads/2022/03/TSB_logo-1.png.webp" data-eio="j" /><noscript><img width="300" height="110" src="https://www.caci.co.uk/wp-content/uploads/2022/03/TSB_logo-1.png" class="skip-lazy" alt="" decoding="async" /></noscript> </div> </div> </div> </div> </section> <div data-wpr-lazyrender="1" id="spacer_panel"></div> <section data-wpr-lazyrender="1" id="focus_opinions" class="jump-section tb-list "> <div class="container"> <div class="tb-list__container mx-auto"> <div class="tb-list__heading d-flex justify-content-between align-items-center"> <h3 class="display-4 tb-list__title">Opinions</h3> <a class="tb-list__link" href="/insights-filter/?_sft_category=opinions&_sft_services=data-science-analytics" rel="nofollow">View all <span class="d-lg-inline d-none">opinions</span></a> </div> <div class="tb-list__items"> <div class="tb-list__item d-flex align-items-center flex-wrap flex-lg-nowrap position-relative"> <a href="https://www.caci.co.uk/insights/key-trends-shaping-data-strategy-insights-from-big-data-ldn-and-snowflake-dcwt-2024/" class="link-mask"></a> <h4 class="h3 font-weight-bold tb-list__item-title mb-0">Key trends shaping data strategy: Insights from Big Data LDN and Snowflake DCWT 2024</h4> <div class="tb-list__item-name intro-text">Jon Ede</div> <div class="tb-list__item-date intro-text">4 Nov 2024</div> </div> <div class="tb-list__item d-flex align-items-center flex-wrap flex-lg-nowrap position-relative"> <a href="https://www.caci.co.uk/insights/the-importance-of-interpretability-within-machine-learning-a-case-study-with-acorn/" class="link-mask"></a> <h4 class="h3 font-weight-bold tb-list__item-title mb-0">The importance of interpretability within machine learning: A case study with Acorn</h4> <div class="tb-list__item-name intro-text">Lewis Fenelon</div> <div class="tb-list__item-date intro-text">30 Oct 2024</div> </div> <div class="tb-list__item d-flex align-items-center flex-wrap flex-lg-nowrap position-relative"> <a href="https://www.caci.co.uk/insights/how-grey-belt-sites-will-help-tackle-the-uk-housing-crisis/" class="link-mask"></a> <h4 class="h3 font-weight-bold tb-list__item-title mb-0">How grey belt sites will help tackle the UK housing crisis</h4> <div class="tb-list__item-name intro-text">Tolga Necar</div> <div class="tb-list__item-date intro-text">30 Sep 2024</div> </div> <div class="tb-list__item d-flex align-items-center flex-wrap flex-lg-nowrap position-relative"> <a href="https://www.caci.co.uk/insights/opinions/why-should-businesses-utilise-the-latest-llms-and-latest-nlp-techniques/" class="link-mask"></a> <h4 class="h3 font-weight-bold tb-list__item-title mb-0">Why should businesses utilise the latest LLMs and latest NLP techniques?</h4> <div class="tb-list__item-name intro-text">Matthew Cowley</div> <div class="tb-list__item-date intro-text">30 Aug 2024</div> </div> <div class="tb-list__item d-flex align-items-center flex-wrap flex-lg-nowrap position-relative"> <a href="https://www.caci.co.uk/insights/opinions/how-to-estimate-affluence-with-satellite-imagery/" class="link-mask"></a> <h4 class="h3 font-weight-bold tb-list__item-title mb-0">How to estimate affluence with satellite imagery</h4> <div class="tb-list__item-name intro-text">Huw Barber</div> <div class="tb-list__item-date intro-text">19 Jul 2024</div> </div> <div class="tb-list__item d-flex align-items-center flex-wrap flex-lg-nowrap position-relative"> <a href="https://www.caci.co.uk/insights/adopting-ai-into-organisations-carrying-past-lessons-into-the-future/" class="link-mask"></a> <h4 class="h3 font-weight-bold tb-list__item-title mb-0">Adopting AI into organisations: carrying past lessons into the future</h4> <div class="tb-list__item-name intro-text">Sarj Paul</div> <div class="tb-list__item-date intro-text">11 Jul 2024</div> </div> </div> <div class="text-right"> <a class="tb-list__link d-lg-none d-inline" href="/insights-filter/?_sft_category=opinions&_sft_services=data-science-analytics" rel="nofollow">View all</a> </div> </div> </div> </section> <ul id="page_jump_menu"><li style="display: none;"><a href="#hero">Start</a></li><li><a href="#focus_campaign">Campaign</a></li><li><a href="#focus_additional_info">Overview</a></li><li><a href="#capabilities">Capabilities</a></li><li><a href="#focus_software">Datasets</a></li><li style="display: none;"><a href="#focus_testimonials">Testimonials</a></li><li><a href="#case-studies">Case Studies</a></li><li style="display: none;"><a href="#focus_client_logos">Clients</a></li><li><a href="#focus_opinions">Opinions</a></li><li><a href="#hero">Return to top</a></li></ul> </main> <footer data-wpr-lazyrender="1" class="footer bg-white" id="footer"> <div class="container footer__main-container d-lg-flex"> <div class="footer__left-side d-flex flex-column" id="footer__left-side"> <div class="mb-auto"> <svg id="svgText" class="anim-typewriter" data-text1="data" data-text2="+" data-text3="technology" xmlns="http://www.w3.org/2000/svg">  <text class="anim-typewriter__text" x="0" y="0" id="myText"> <tspan id="span-1"></tspan> <tspan fill="#ED1B2D" id="span-2"></tspan> <tspan id="span-3"></tspan> </text> </svg>  </div> <ul class="social-links nav" id="social-links"> <li> <a href="https://www.linkedin.com/company/caci-ltd" target="_blank"> <svg xmlns="http://www.w3.org/2000/svg" width="38.808" height="38.805" viewBox="0 0 38.808 38.805"> <path d="M1651.8,14734.768a19.4,19.4,0,1,0,19.4,19.4A19.4,19.4,0,0,0,1651.8,14734.768Zm-4.956,27.217H1642.9V14750.1h3.938Zm-1.97-13.392a2.071,2.071,0,1,1,2.167-2.065A2.117,2.117,0,0,1,1644.87,14748.593Zm15.995,13.392h-4.048l-.042-7.135s-.046-2.056-1.895-1.992-2.023,2.1-2.023,2.1l.023,7.023h-4V14750.1h3.872v1.729s1.334-2.8,5.338-1.729c0,0,2.735.5,2.779,4.44S1660.865,14761.984,1660.865,14761.984Z" transform="translate(-1632.391 -14734.768)" fill="#1963c1"/> </svg> </a> </li> <li> <a href="https://youtube.com/caciltd" target="_blank"> <svg xmlns="http://www.w3.org/2000/svg" width="38.671" height="38.669" viewBox="0 0 38.671 38.669"> <path d="M2597.387,14037.016a19.334,19.334,0,1,0,19.335,19.335A19.337,19.337,0,0,0,2597.387,14037.016Zm11.31,21.276c0,4.525-1.273,5.583-5.666,5.583h-10.352c-4.863,0-5.665-1.809-5.665-5.583v-3.878c0-3.971,0-5.584,5.665-5.584h10.352c5.452,0,5.666,1.4,5.666,5.584Z" transform="translate(-2578.051 -14037.016)" fill="#ed1b2d"/> <path d="M2622.45,14079.859l5.844,3.036-5.844,3.056Z" transform="translate(-2605.568 -14063.568)" fill="#ed1b2d"/> </svg> </a> </li> </ul> <div class="legal-text-list-wrap" id="legal-text-list"> <ul class="nav legal-text-list small-2-text"><li><a href="/legal/" target="_self">Legal</a></li><li><a href="/accessibility/" target="_self">Accessibility</a></li><li><a href="/data-privacy/cookie-policy/" target="_self">Cookie Policy</a></li><li><a href="/sitemap/" target="_self">Sitemap</a></li><li><a href="https://portal.caci.co.uk" target="_blank">Customer Portal</a></li><li><a href="/data-privacy/" target="_self">Data & Privacy</a></li></ul><ul class="nav legal-text-list small-2-text"><li><a href="/uk-tax/" target="_self">UK Tax</a></li><li><a href="/environmental-policy/" target="_self">Environmental Policy</a></li><li><a href="/gender-pay-gap/" target="_self">Gender Pay Gap</a></li><li><a href="/modern-slavery/" target="_self">Modern Slavery</a></li><li><a href="/supplier-code-of-conduct/" target="_self">Supplier Code of Conduct</a></li></ul> </div> <div class="small-2-text small-print-text" id="small-print-text"> <p> © 2024 CACI Limited. All rights reserved.</p> <p>CACI Limited (Registered number 01649776) is registered in England and Wales with its registered office at CACI House, Avonmore Road, London, W14 8TS.</p> </div> </div> <div class="footer__right-side d-xl-flex d-none flex-wrap align-items-start" id="footer__right-side"> <div class="office-location office-location--main watch-call-jssss small-2-text" data-offset="+1" id="watch-call-main-js"> <div class="font-weight-bold ">Head office / Kensington</div> <a href="https://goo.gl/maps/ackM7R4rcRLi1jZt5" target="_blank">Kensington Village<br>Avonmore Road<br>London<br>W14 8TS</a> <br> <a href="tel:+442076026000">+44 (0)20 7602 6000</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+2"> <div class="font-weight-bold ">Amsterdam</div> <a href="https://goo.gl/maps/imgPTVcv123kBYwLA" target="_blank">De Ruyterkade 7<br>1013 AA<br>Amsterdam<br>Netherlands</a> <br> <a href="tel:+31886543500">+31 (0)88 654 35 00</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">Bristol</div> <a href="https://goo.gl/maps/m2HtWPFPsLzbQY3H9" target="_blank">City Point<br>Temple Gate<br>Bristol<br>BS1 6PL</a> <br> <a href="tel:+441174032200">+44 (0)117 403 2200</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">Cardiff</div> <a href="https://www.google.com/maps/place/Cardiff+CF24+0EB/@51.4823879,-3.1718184,17z/data=!3m1!4b1!4m6!3m5!1s0x486e1cb7fdb30e89:0xc6e2f49c68b3167a!8m2!3d51.4823879!4d-3.1696297!16s%2Fg%2F1tgyw3y5" target="_blank">Brunel House<br>Fitzalan Road<br>Cardiff Cardiff<br>CF24 0EB</a> <br> <a href="tel:+441174032200">+44 (0)117 403 2200</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">Cheltenham</div> <a href="https://www.google.com/maps/place/Cheltenham+GL51+7SJ/data=!4m2!3m1!1s0x48711b4166b02939:0xda8a3a72c03101f0?sa=X&ved=2ahUKEwjm79j1m8H5AhUfSUEAHbGuBt8Q8gF6BAhQEAE" target="_blank">Hub8 Gloucestershire College<br>Cheltenham Campus. Princess Elizabeth Way<br>Cheltenham GL51 7SJ</a> <br> <a href="tel:+442076026000">+44 (0)20 7602 6000</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">India</div> <a href="https://g.co/kgs/advGxT4" target="_blank">CACI<br>RMZ Nexity<br>Tower 30<br>4th Floor Survey No. 83/1<br>Knowledge City Raidurg Village<br>Serilingampalle (M) Hyderabad<br>Telangana 500081</a> <br> <a href="tel:"> </a> <a hreflang="en-IN" href="https://www.caci.co.uk/in/" target="_self">CACI India</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">Manchester</div> <a href="https://goo.gl/maps/BnniR2LNQE2Sw9Qo7" target="_blank">Linley House<br>Dickinson St<br>Manchester<br>M1 4LX</a> <br> <a href="tel:+441612327100">+44 (0)161 232 7100</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">York</div> <a href="https://goo.gl/maps/4VpyCh5g8UwELSeCA" target="_blank">Rooms S17 & S19<br>The Catalyst<br>Baird Lane<br>York<br>YO10 5GA</a> <br> <a href="tel:+441904717300">+44 (0)1904 717 300</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">Plymouth</div> <a href="https://maps.app.goo.gl/wGYhyGA24rGhmr3A6" target="_blank">Plymouth Science Park<br>1 Davy Road<br>Plymouth<br>PL6 8BX</a> <br> <a href="tel:+441752966522">+44 (0)1752 966522</a> </div> <div class="office-location watch-call-jssss small-2-text" data-offset="+1"> <div class="font-weight-bold ">Northallerton</div> <a href="https://maps.app.goo.gl/F3wQ8qh83LMWsskg7" target="_blank">Unit 4/5<br>Thornfield Business Park<br>Standard Way Industrial Estate<br>Northallerton<br>North Yorkshire<br>DL6 2XQ</a> <br> <a href="tel:+442076056040">+44 (0) 207 605 6040</a> </div> </div> <div id="footer__mob-legal-list" class="footer__mob-legal-list"> </div> </div> </footer> <div class='asp_hidden_data' id="asp_hidden_data" style="display: none !important;"> <svg style="position:absolute" height="0" width="0"> <filter id="aspblur"> <feGaussianBlur in="SourceGraphic" stdDeviation="4"/> </filter> </svg> <svg style="position:absolute" height="0" width="0"> <filter id="no_aspblur"></filter> </svg> </div> <link rel='stylesheet' id='page-builder-layout-page-builder-header-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/hero.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-campaigns-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/campaign.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-info-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/additional-information.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-capabilities-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/capabilities.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-spacer-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/spacer.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-software-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/software.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-testimonials-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/testimonials.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-case-studies-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/case-studies.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-logo-carousel-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/client-logos.css?ver=6.7' type='text/css' media='all' /> <link rel='stylesheet' id='page-builder-layout-page-builder-opinions-css' href='https://www.caci.co.uk/wp-content/themes/caci/css/opinions.css?ver=6.7' type='text/css' media='all' /> <script type="text/javascript" id="leadin-script-loader-js-js-extra"> /* <![CDATA[ */ var leadin_wordpress = {"userRole":"visitor","pageType":"post","leadinPluginVersion":"11.1.73"}; /* ]]> */ </script> <script data-minify="1" type="text/javascript" src="https://www.caci.co.uk/wp-content/cache/min/1/26914085.js?ver=1732189173" id="leadin-script-loader-js-js"></script> <script data-minify="1" type="text/javascript" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/plugins/sopro/public/js/sopro-plugin-public.js?ver=1732189173" id="sopro-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-includes/js/jquery/ui/core.min.js?ver=1.13.3" id="jquery-ui-core-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-includes/js/jquery/ui/datepicker.min.js?ver=1.13.3" id="jquery-ui-datepicker-js"></script> <script type="text/javascript" id="jquery-ui-datepicker-js-after"> /* <![CDATA[ */ jQuery(function(jQuery){jQuery.datepicker.setDefaults({"closeText":"Close","currentText":"Today","monthNames":["January","February","March","April","May","June","July","August","September","October","November","December"],"monthNamesShort":["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],"nextText":"Next","prevText":"Previous","dayNames":["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],"dayNamesShort":["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],"dayNamesMin":["S","M","T","W","T","F","S"],"dateFormat":"d MM yy","firstDay":1,"isRTL":false});}); /* ]]> */ </script> <script type="text/javascript" id="rocket-browser-checker-js-after"> /* <![CDATA[ */ "use strict";var _createClass=function(){function defineProperties(target,props){for(var i=0;i<props.length;i++){var descriptor=props[i];descriptor.enumerable=descriptor.enumerable||!1,descriptor.configurable=!0,"value"in descriptor&&(descriptor.writable=!0),Object.defineProperty(target,descriptor.key,descriptor)}}return function(Constructor,protoProps,staticProps){return protoProps&&defineProperties(Constructor.prototype,protoProps),staticProps&&defineProperties(Constructor,staticProps),Constructor}}();function _classCallCheck(instance,Constructor){if(!(instance instanceof Constructor))throw new TypeError("Cannot call a class as a function")}var RocketBrowserCompatibilityChecker=function(){function RocketBrowserCompatibilityChecker(options){_classCallCheck(this,RocketBrowserCompatibilityChecker),this.passiveSupported=!1,this._checkPassiveOption(this),this.options=!!this.passiveSupported&&options}return _createClass(RocketBrowserCompatibilityChecker,[{key:"_checkPassiveOption",value:function(self){try{var options={get passive(){return!(self.passiveSupported=!0)}};window.addEventListener("test",null,options),window.removeEventListener("test",null,options)}catch(err){self.passiveSupported=!1}}},{key:"initRequestIdleCallback",value:function(){!1 in window&&(window.requestIdleCallback=function(cb){var start=Date.now();return setTimeout(function(){cb({didTimeout:!1,timeRemaining:function(){return Math.max(0,50-(Date.now()-start))}})},1)}),!1 in window&&(window.cancelIdleCallback=function(id){return clearTimeout(id)})}},{key:"isDataSaverModeOn",value:function(){return"connection"in navigator&&!0===navigator.connection.saveData}},{key:"supportsLinkPrefetch",value:function(){var elem=document.createElement("link");return elem.relList&&elem.relList.supports&&elem.relList.supports("prefetch")&&window.IntersectionObserver&&"isIntersecting"in IntersectionObserverEntry.prototype}},{key:"isSlowConnection",value:function(){return"connection"in navigator&&"effectiveType"in navigator.connection&&("2g"===navigator.connection.effectiveType||"slow-2g"===navigator.connection.effectiveType)}}]),RocketBrowserCompatibilityChecker}(); /* ]]> */ </script> <script type="text/javascript" id="rocket-preload-links-js-extra"> /* <![CDATA[ */ var RocketPreloadLinksConfig = {"excludeUris":"\/(?:.+\/)?feed(?:\/(?:.+\/?)?)?$|\/(?:.+\/)?embed\/|\/(index.php\/)?(.*)wp-json(\/.*|$)|\/refer\/|\/go\/|\/recommend\/|\/recommends\/","usesTrailingSlash":"1","imageExt":"jpg|jpeg|gif|png|tiff|bmp|webp|avif|pdf|doc|docx|xls|xlsx|php","fileExt":"jpg|jpeg|gif|png|tiff|bmp|webp|avif|pdf|doc|docx|xls|xlsx|php|html|htm","siteUrl":"https:\/\/www.caci.co.uk","onHoverDelay":"100","rateThrottle":"3"}; /* ]]> */ </script> <script type="text/javascript" id="rocket-preload-links-js-after"> /* <![CDATA[ */ (function() { "use strict";var r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&"function"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?"symbol":typeof e},e=function(){function i(e,t){for(var n=0;n<t.length;n++){var i=t[n];i.enumerable=i.enumerable||!1,i.configurable=!0,"value"in i&&(i.writable=!0),Object.defineProperty(e,i.key,i)}}return function(e,t,n){return t&&i(e.prototype,t),n&&i(e,n),e}}();function i(e,t){if(!(e instanceof t))throw new TypeError("Cannot call a class as a function")}var t=function(){function n(e,t){i(this,n),this.browser=e,this.config=t,this.options=this.browser.options,this.prefetched=new Set,this.eventTime=null,this.threshold=1111,this.numOnHover=0}return e(n,[{key:"init",value:function(){!this.browser.supportsLinkPrefetch()||this.browser.isDataSaverModeOn()||this.browser.isSlowConnection()||(this.regex={excludeUris:RegExp(this.config.excludeUris,"i"),images:RegExp(".("+this.config.imageExt+")$","i"),fileExt:RegExp(".("+this.config.fileExt+")$","i")},this._initListeners(this))}},{key:"_initListeners",value:function(e){-1<this.config.onHoverDelay&&document.addEventListener("mouseover",e.listener.bind(e),e.listenerOptions),document.addEventListener("mousedown",e.listener.bind(e),e.listenerOptions),document.addEventListener("touchstart",e.listener.bind(e),e.listenerOptions)}},{key:"listener",value:function(e){var t=e.target.closest("a"),n=this._prepareUrl(t);if(null!==n)switch(e.type){case"mousedown":case"touchstart":this._addPrefetchLink(n);break;case"mouseover":this._earlyPrefetch(t,n,"mouseout")}}},{key:"_earlyPrefetch",value:function(t,e,n){var i=this,r=setTimeout(function(){if(r=null,0===i.numOnHover)setTimeout(function(){return i.numOnHover=0},1e3);else if(i.numOnHover>i.config.rateThrottle)return;i.numOnHover++,i._addPrefetchLink(e)},this.config.onHoverDelay);t.addEventListener(n,function e(){t.removeEventListener(n,e,{passive:!0}),null!==r&&(clearTimeout(r),r=null)},{passive:!0})}},{key:"_addPrefetchLink",value:function(i){return this.prefetched.add(i.href),new Promise(function(e,t){var n=document.createElement("link");n.rel="prefetch",n.href=i.href,n.onload=e,n.onerror=t,document.head.appendChild(n)}).catch(function(){})}},{key:"_prepareUrl",value:function(e){if(null===e||"object"!==(void 0===e?"undefined":r(e))||!1 in e||-1===["http:","https:"].indexOf(e.protocol))return null;var t=e.href.substring(0,this.config.siteUrl.length),n=this._getPathname(e.href,t),i={original:e.href,protocol:e.protocol,origin:t,pathname:n,href:t+n};return this._isLinkOk(i)?i:null}},{key:"_getPathname",value:function(e,t){var n=t?e.substring(this.config.siteUrl.length):e;return n.startsWith("/")||(n="/"+n),this._shouldAddTrailingSlash(n)?n+"/":n}},{key:"_shouldAddTrailingSlash",value:function(e){return this.config.usesTrailingSlash&&!e.endsWith("/")&&!this.regex.fileExt.test(e)}},{key:"_isLinkOk",value:function(e){return null!==e&&"object"===(void 0===e?"undefined":r(e))&&(!this.prefetched.has(e.href)&&e.origin===this.config.siteUrl&&-1===e.href.indexOf("?")&&-1===e.href.indexOf("#")&&!this.regex.excludeUris.test(e.href)&&!this.regex.images.test(e.href))}}],[{key:"run",value:function(){"undefined"!=typeof RocketPreloadLinksConfig&&new n(new RocketBrowserCompatibilityChecker({capture:!0,passive:!0}),RocketPreloadLinksConfig).init()}}]),n}();t.run(); }()); /* ]]> */ </script> <script data-minify="1" type="text/javascript" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/popper.js?ver=1732189173" id="popper-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/themes/caci/js/bootstrap.min.js" id="bootstrap-js"></script> <script data-minify="1" type="text/javascript" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/bootstrap-select.js?ver=1732189173" id="bootstrap-select-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/themes/caci/js/gsap.min.js" id="gsap-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/themes/caci/js/TextPlugin.min.js" id="TextPlugin-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/themes/caci/js/ScrollTrigger.min.js" id="scroll-trigger-js"></script> <script type="text/javascript" async="async" src="https://www.caci.co.uk/wp-content/themes/caci/js/jquery.colorbox-min.js" id="colorbox-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/themes/caci/js/swiper.min.js" id="swiper-js"></script> <script data-minify="1" type="text/javascript" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/main.js?ver=1732189173" id="main-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/plugins/easy-fancybox/vendor/purify.min.js?ver=6.7" id="fancybox-purify-js"></script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/plugins/easy-fancybox/fancybox/1.5.4/jquery.fancybox.min.js?ver=6.7" id="jquery-fancybox-js"></script> <script type="text/javascript" id="jquery-fancybox-js-after"> /* <![CDATA[ */ var fb_timeout, fb_opts={'autoScale':true,'showCloseButton':true,'margin':20,'pixelRatio':'false','padding':0,'centerOnScroll':false,'enableEscapeButton':true,'speedIn':800,'speedOut':800,'overlayShow':true,'hideOnOverlayClick':true,'overlayColor':'#000','overlayOpacity':0.7,'minVpHeight':320,'disableCoreLightbox':'true','enableBlockControls':'true','fancybox_openBlockControls':'true' }; if(typeof easy_fancybox_handler==='undefined'){ var easy_fancybox_handler=function(){ jQuery([".nolightbox","a.wp-block-file__button","a.pin-it-button","a[href*='pinterest.com\/pin\/create']","a[href*='facebook.com\/share']","a[href*='twitter.com\/share']"].join(',')).addClass('nofancybox'); jQuery('a.fancybox-close').on('click',function(e){e.preventDefault();jQuery.fancybox.close()}); /* IMG */ var unlinkedImageBlocks=jQuery(".wp-block-image > img:not(.nofancybox,figure.nofancybox>img)"); unlinkedImageBlocks.wrap(function() { var href = jQuery( this ).attr( "src" ); return "<a href='" + href + "'></a>"; }); var fb_IMG_select=jQuery('a[href*=".jpg" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".jpg" i]:not(.nofancybox),a[href*=".jpeg" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".jpeg" i]:not(.nofancybox),a[href*=".png" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".png" i]:not(.nofancybox),a[href*=".webp" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".webp" i]:not(.nofancybox)'); fb_IMG_select.addClass('fancybox image'); var fb_IMG_sections=jQuery('.gallery,.wp-block-gallery,.tiled-gallery,.wp-block-jetpack-tiled-gallery,.ngg-galleryoverview,.ngg-imagebrowser,.nextgen_pro_blog_gallery,.nextgen_pro_film,.nextgen_pro_horizontal_filmstrip,.ngg-pro-masonry-wrapper,.ngg-pro-mosaic-container,.nextgen_pro_sidescroll,.nextgen_pro_slideshow,.nextgen_pro_thumbnail_grid,.tiled-gallery'); fb_IMG_sections.each(function(){jQuery(this).find(fb_IMG_select).attr('rel','gallery-'+fb_IMG_sections.index(this));}); jQuery('a.fancybox,area.fancybox,.fancybox>a').each(function(){jQuery(this).fancybox(jQuery.extend(true,{},fb_opts,{'transition':'elastic','transitionIn':'elastic','easingIn':'easeOutBack','transitionOut':'elastic','easingOut':'easeInBack','opacity':false,'hideOnContentClick':false,'titleShow':false,'titlePosition':'over','titleFromAlt':false,'showNavArrows':false,'enableKeyboardNav':false,'cyclic':false,'mouseWheel':'false'}))}); /* YouTube */ jQuery('a[href*="youtu.be/" i],area[href*="youtu.be/" i],a[href*="youtube.com/" i],area[href*="youtube.com/" i]' ).filter(function(){return this.href.match(/\/(?:youtu\.be|watch\?|embed\/)/);}).not('.nofancybox,li.nofancybox>a').addClass('fancybox-youtube'); jQuery('a.fancybox-youtube,area.fancybox-youtube,.fancybox-youtube>a').each(function(){jQuery(this).fancybox(jQuery.extend(true,{},fb_opts,{'type':'iframe','width':1004,'height':565,'keepRatio':1,'aspectRatio':1,'titleShow':false,'titlePosition':'float','titleFromAlt':false,'onStart':function(a,i,o){var splitOn=a[i].href.indexOf("?");var urlParms=(splitOn>-1)?a[i].href.substring(splitOn):"";o.allowfullscreen=(urlParms.indexOf("fs=0")>-1)?false:true;o.href=a[i].href.replace(/https?:\/\/(?:www\.)?youtu(?:\.be\/([^\?]+)\??|be\.com\/watch\?(.*(?=v=))v=([^&]+))(.*)/gi,"https://www.youtube.com/embed/$1$3?$2$4&autoplay=1");}}))}); /* Vimeo */ jQuery('a[href*="vimeo.com/" i],area[href*="vimeo.com/" i]' ).filter(function(){return this.href.match(/\/(?:[0-9]+|video\/)/);}).not('.nofancybox,li.nofancybox>a').addClass('fancybox-vimeo'); jQuery('a.fancybox-vimeo,area.fancybox-vimeo,.fancybox-vimeo>a').each(function(){jQuery(this).fancybox(jQuery.extend(true,{},fb_opts,{'type':'iframe','width':1004,'height':566,'keepRatio':1,'aspectRatio':1,'titleShow':false,'titlePosition':'float','titleFromAlt':false,'onStart':function(a,i,o){var splitOn=a[i].href.indexOf("?");var urlParms=(splitOn>-1)?a[i].href.substring(splitOn):"";o.allowfullscreen=(urlParms.indexOf("fullscreen=0")>-1)?false:true;o.href=a[i].href.replace(/https?:\/\/(?:www\.)?vimeo\.com\/([0-9]+)\??(.*)/gi,"https://player.vimeo.com/video/$1?$2&autoplay=1");}}))}); };}; var easy_fancybox_auto=function(){setTimeout(function(){jQuery('a#fancybox-auto,#fancybox-auto>a').first().trigger('click')},1000);}; jQuery(easy_fancybox_handler);jQuery(document).on('post-load',easy_fancybox_handler); jQuery(easy_fancybox_auto); /* ]]> */ </script> <script type="text/javascript" src="https://www.caci.co.uk/wp-content/plugins/easy-fancybox/vendor/jquery.easing.min.js?ver=1.4.1" id="jquery-easing-js"></script> <script> (function (o, u, t, b, a, s, e) { window[b] = window[b] || {}; (e = e || [])['key'] = o; e['__obr'] = u.location.href; a = []; u.location.search.replace('?', '').split('&').forEach(function (q) { if (q.startsWith(b) || q.startsWith('_obid')) e[q.split('=')[0]] = q.split('=')[1]; }); e['_obid'] = e['_obid'] || (u.cookie.match(/(^|;)\s*_obid\s*=\s*([^;]+)/) || []).pop() || 0; for (k in e) { if (e.hasOwnProperty(k)) a.push(encodeURIComponent(k) + '=' + encodeURIComponent(e[k])); } s = u.createElement('script'); s.src = t + '?' + a.join('&'); u.body.appendChild(s); })('6929220e-7dc3-46e7-a892-83a1831a9424', document, 'https://plugin.sopro.io/hq.js', 'outbase') </script> <script>window.lazyLoadOptions={elements_selector:"iframe[data-lazy-src]",data_src:"lazy-src",data_srcset:"lazy-srcset",data_sizes:"lazy-sizes",class_loading:"lazyloading",class_loaded:"lazyloaded",threshold:300,callback_loaded:function(element){if(element.tagName==="IFRAME"&&element.dataset.rocketLazyload=="fitvidscompatible"){if(element.classList.contains("lazyloaded")){if(typeof window.jQuery!="undefined"){if(jQuery.fn.fitVids){jQuery(element).parent().fitVids()}}}}}};window.addEventListener('LazyLoad::Initialized',function(e){var lazyLoadInstance=e.detail.instance;if(window.MutationObserver){var observer=new MutationObserver(function(mutations){var image_count=0;var iframe_count=0;var rocketlazy_count=0;mutations.forEach(function(mutation){for(var i=0;i<mutation.addedNodes.length;i++){if(typeof mutation.addedNodes[i].getElementsByTagName!=='function'){continue} if(typeof mutation.addedNodes[i].getElementsByClassName!=='function'){continue} images=mutation.addedNodes[i].getElementsByTagName('img');is_image=mutation.addedNodes[i].tagName=="IMG";iframes=mutation.addedNodes[i].getElementsByTagName('iframe');is_iframe=mutation.addedNodes[i].tagName=="IFRAME";rocket_lazy=mutation.addedNodes[i].getElementsByClassName('rocket-lazyload');image_count+=images.length;iframe_count+=iframes.length;rocketlazy_count+=rocket_lazy.length;if(is_image){image_count+=1} if(is_iframe){iframe_count+=1}}});if(image_count>0||iframe_count>0||rocketlazy_count>0){lazyLoadInstance.update()}});var b=document.getElementsByTagName("body")[0];var config={childList:!0,subtree:!0};observer.observe(b,config)}},!1)</script><script data-no-minify="1" async src="https://www.caci.co.uk/wp-content/plugins/wp-rocket/assets/js/lazyload/17.8.3/lazyload.min.js"></script><script>function lazyLoadThumb(e,alt,l){var t='<img src="https://i.ytimg.com/vi/ID/hqdefault.jpg" alt="" width="480" height="360">',a='<button class="play" aria-label="play Youtube video"></button>';if(l){t=t.replace('data-lazy-','');t=t.replace('loading="lazy"','');t=t.replace(/<noscript>.*?<\/noscript>/g,'');}t=t.replace('alt=""','alt="'+alt+'"');return t.replace("ID",e)+a}function lazyLoadYoutubeIframe(){var e=document.createElement("iframe"),t="ID?autoplay=1";t+=0===this.parentNode.dataset.query.length?"":"&"+this.parentNode.dataset.query;e.setAttribute("src",t.replace("ID",this.parentNode.dataset.src)),e.setAttribute("frameborder","0"),e.setAttribute("allowfullscreen","1"),e.setAttribute("allow","accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture"),this.parentNode.parentNode.replaceChild(e,this.parentNode)}document.addEventListener("DOMContentLoaded",function(){var exclusions=[];var e,t,p,u,l,a=document.getElementsByClassName("rll-youtube-player");for(t=0;t<a.length;t++)(e=document.createElement("div")),(u='https://i.ytimg.com/vi/ID/hqdefault.jpg'),(u=u.replace('ID',a[t].dataset.id)),(l=exclusions.some(exclusion=>u.includes(exclusion))),e.setAttribute("data-id",a[t].dataset.id),e.setAttribute("data-query",a[t].dataset.query),e.setAttribute("data-src",a[t].dataset.src),(e.innerHTML=lazyLoadThumb(a[t].dataset.id,a[t].dataset.alt,l)),a[t].appendChild(e),(p=e.querySelector(".play")),(p.onclick=lazyLoadYoutubeIframe)});</script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/hero.js?ver=1732189175"></script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/campaign.js?ver=1732189190"></script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/additional-information.js?ver=1732189175"></script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/capabilities.js?ver=1732189175"></script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/software.js?ver=1732189173"></script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/testimonials.js?ver=1732189178"></script> <script src="https://www.caci.co.uk/wp-content/themes/caci/js/case-studies.js"></script> <script data-minify="1" src="https://www.caci.co.uk/wp-content/cache/min/1/wp-content/themes/caci/js/client-logos.js?ver=1732189175"></script> <script src="https://www.caci.co.uk/wp-content/themes/caci/js/opinions.js"></script>  <script> $('main').on('contextmenu', 'img', function(e){ return false; }); </script> <script id='wd-asp-instances-bb36b895'>window.ASP_INSTANCES = [];window.ASP_INSTANCES[1] = {"homeurl":"https:\/\/www.caci.co.uk\/","is_results_page":0,"resultstype":"vertical","resultsposition":"hover","resultsSnapTo":"left","results":{"width":"auto","width_tablet":"auto","width_phone":"auto"},"itemscount":4,"charcount":0,"highlight":0,"highlightWholewords":1,"singleHighlight":0,"scrollToResults":{"enabled":0,"offset":0},"autocomplete":{"enabled":1,"trigger_charcount":0,"googleOnly":0,"lang":"en","mobile":1},"trigger":{"delay":300,"autocomplete_delay":310,"update_href":0,"facet":1,"type":1,"click":"custom_url","click_location":"same","return":"custom_url","return_location":"same","redirect_url":"\/search-results\/?keyword={phrase}","elementor_url":"https:\/\/www.caci.co.uk\/?asp_ls={phrase}"},"overridewpdefault":1,"override_method":"get","settings":{"hideChildren":0},"settingsimagepos":"right","settingsVisible":0,"settingsHideOnRes":0,"prescontainerheight":"400px","closeOnDocClick":1,"focusOnPageload":0,"isotopic":{"itemWidth":"200px","itemWidthTablet":"200px","itemWidthPhone":"200px","itemHeight":"200px","itemHeightTablet":"200px","itemHeightPhone":"200px","pagination":1,"rows":2,"gutter":5,"showOverlay":1,"blurOverlay":1,"hideContent":1},"loaderLocation":"auto","show_more":{"enabled":0,"url":"?s={phrase}","elementor_url":"https:\/\/www.caci.co.uk\/?asp_ls={phrase}","action":"ajax","location":"same","infinite":1},"mobile":{"trigger_on_type":1,"click_action":"custom_url","return_action":"custom_url","click_action_location":"same","return_action_location":"same","redirect_url":"\/search-results\/?keyword={phrase}","elementor_url":"https:\/\/www.caci.co.uk\/?asp_ls={phrase}","menu_selector":"#menu-toggle","hide_keyboard":0,"force_res_hover":0,"force_sett_hover":0,"force_sett_state":"none"},"compact":{"enabled":0,"focus":1,"width":"100%","width_tablet":"480px","width_phone":"320px","closeOnMagnifier":1,"closeOnDocument":0,"position":"static","overlay":0},"sb":{"redirect_action":"ajax_search","redirect_location":"same","redirect_url":"?s={phrase}","elementor_url":"https:\/\/www.caci.co.uk\/?asp_ls={phrase}"},"rb":{"action":"nothing"},"animations":{"pc":{"settings":{"anim":"fadedrop","dur":300},"results":{"anim":"fadedrop","dur":300},"items":"fadeInDown"},"mob":{"settings":{"anim":"fadedrop","dur":300},"results":{"anim":"fadedrop","dur":300},"items":"voidanim"}},"select2":{"nores":"No results match"},"detectVisibility":0,"autop":{"state":"disabled","phrase":"","count":10},"wooShop":{"useAjax":0,"selector":"#main","url":""},"taxArchive":{"useAjax":0,"selector":"#main","url":""},"cptArchive":{"useAjax":0,"selector":"#main","url":""},"resPage":{"useAjax":0,"selector":"#main","trigger_type":1,"trigger_facet":1,"trigger_magnifier":0,"trigger_return":0},"fss_layout":"flex","scrollBar":{"horizontal":{"enabled":1}},"divi":{"bodycommerce":0},"preventBodyScroll":0,"statistics":0};</script><script type='text/javascript' id='asp-784e7c1e-js-before'>if ( typeof window.ASP == 'undefined') { window.ASP = {wp_rocket_exception: "DOMContentLoaded", ajaxurl: "https:\/\/www.caci.co.uk\/wp-admin\/admin-ajax.php", backend_ajaxurl: "https:\/\/www.caci.co.uk\/wp-admin\/admin-ajax.php", asp_url: "https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/", upload_url: "https:\/\/www.caci.co.uk\/wp-content\/uploads\/asp_upload\/", detect_ajax: 1, media_query: "mPXKRq", version: 5063, pageHTML: "", additional_scripts: [{"handle":"wd-asp-ajaxsearchpro","path":"\/nas\/content\/live\/caci\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-prereq.js","src":"https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-prereq.js","prereq":[]},{"handle":"wd-asp-ajaxsearchpro-core","path":"\/nas\/content\/live\/caci\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-core.js","src":"https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-core.js","prereq":[]},{"handle":"wd-asp-ajaxsearchpro-vertical","path":"\/nas\/content\/live\/caci\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-results-vertical.js","src":"https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-results-vertical.js","prereq":["wd-asp-ajaxsearchpro"]},{"handle":"wd-asp-ajaxsearchpro-live","path":"\/nas\/content\/live\/caci\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-live.js","src":"https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-live.js","prereq":["wd-asp-ajaxsearchpro"]},{"handle":"wd-asp-ajaxsearchpro-autocomplete","path":"\/nas\/content\/live\/caci\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-autocomplete.js","src":"https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-autocomplete.js","prereq":["wd-asp-ajaxsearchpro"]},{"handle":"wd-asp-ajaxsearchpro-load","path":"\/nas\/content\/live\/caci\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-load.js","src":"https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/js\/min\/plugin\/optimized\/asp-load.js","prereq":["wd-asp-ajaxsearchpro-autocomplete"]}], script_async_load: false, font_url: "https:\/\/www.caci.co.uk\/wp-content\/plugins\/ajax-search-pro\/css\/fonts\/icons\/icons2.woff2", init_only_in_viewport: true, highlight: {"enabled":false,"data":[]}, debug: false, instances: {}, analytics: {"method":0,"tracking_id":"","event":{"focus":{"active":1,"action":"focus","category":"ASP {search_id} | {search_name}","label":"Input focus","value":"1"},"search_start":{"active":0,"action":"search_start","category":"ASP {search_id} | {search_name}","label":"Phrase: {phrase}","value":"1"},"search_end":{"active":1,"action":"search_end","category":"ASP {search_id} | {search_name}","label":"{phrase} | {results_count}","value":"1"},"magnifier":{"active":1,"action":"magnifier","category":"ASP {search_id} | {search_name}","label":"Magnifier clicked","value":"1"},"return":{"active":1,"action":"return","category":"ASP {search_id} | {search_name}","label":"Return button pressed","value":"1"},"try_this":{"active":1,"action":"try_this","category":"ASP {search_id} | {search_name}","label":"Try this click | {phrase}","value":"1"},"facet_change":{"active":0,"action":"facet_change","category":"ASP {search_id} | {search_name}","label":"{option_label} | {option_value}","value":"1"},"result_click":{"active":1,"action":"result_click","category":"ASP {search_id} | {search_name}","label":"{result_title} | {result_url}","value":"1"}}}}};</script><script data-minify="1" async type='text/javascript' src='https://www.caci.co.uk/wp-content/cache/min/1/wp-content/cache/asp/asp-784e7c1e.js?ver=1732189173' id='asp-784e7c1e-js'></script></body> </html>