CINXE.COM
AWS Smart Business Blog
<!doctype html> <html lang="en-US" class="no-js aws-lng-en_US" xmlns="http://www.w3.org/1999/xhtml" data-aws-assets="https://a0.awsstatic.com" data-js-version="1.0.681" data-css-version="1.0.538" data-static-assets="https://a0.awsstatic.com"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>AWS Smart Business Blog</title> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <meta http-equiv="Content-Security-Policy" content="default-src 'self' data: https://a0.awsstatic.com https://prod.us-east-1.ui.gcr-chat.marketing.aws.dev; base-uri 'none'; connect-src 'self' *.akamaized.net *.googlevideo.com/videoplayback https://*.analytics.console.aws.a2z.com https://*.harmony.a2z.com https://*.marketing.aws.dev https://*.panorama.console.api.aws https://*.prod.chc-features.uxplatform.aws.dev https://112-tzm-766.mktoresp.com https://112-tzm-766.mktoutil.com https://a0.awsstatic.com https://a0.p.awsstatic.com https://a1.awsstatic.com https://amazonwebservices.d2.sc.omtrdc.net https://amazonwebservicesinc.tt.omtrdc.net https://api-v2.builderprofile.aws.dev https://api.regional-table.region-services.aws.a2z.com https://api.us-west-2.prod.pricing.aws.a2z.com https://auth.aws.amazon.com/ https://aws.amazon.com/p/sf/ https://aws.demdex.net https://b0.p.awsstatic.com https://c0.b0.p.awsstatic.com https://calculator.aws https://chatbot-api.us-east-1.prod.mrc-sunrise.marketing.aws.dev https://chatbot-stream-api.us-east-1.prod.mrc-sunrise.marketing.aws.dev https://cm.everesttech.net https://d-90676d7478.awsapps.com https://d0.awsstatic.com https://d0.m.awsstatic.com https://d1.awsstatic.com https://d1fgizr415o1r6.cloudfront.net https://d2c.aws.amazon.com https://d3borx6sfvnesb.cloudfront.net https://dftu77xade0tc.cloudfront.net https://dpm.demdex.net https://edge.adobedc.net https://fls-na.amazon.com https://i18n-string.us-west-2.prod.pricing.aws.a2z.com https://iad.staging.prod.tv.awsstatic.com https://infra-api.us-east-1.prod.mrc-sunrise.marketing.aws.dev https://ingestion.aperture-public-api.feedback.console.aws.dev https://livechat-api.us-east-1.prod.mrc-sunrise.marketing.aws.dev https://oidc.us-east-1.amazonaws.com https://pricing-table.us-west-2.prod.site.p.awsstatic.com https://prod-api.cosmic.aws.dev https://prod-us-west-2.csp-report.marketing.aws.dev https://prod-us-west-2.csp-report.marketing.aws.dev/submit https://prod.log.shortbread.aws.dev https://prod.tools.shortbread.aws.dev https://prod.us-east-1.api.gcr-chat.marketing.aws.dev https://prod.us-east-1.rest-bot.gcr-chat.marketing.aws.dev https://prod.us-east-1.ui.gcr-chat.marketing.aws.dev https://prod2.clientlogger.cn-northwest-1.marketplace.aws.a2z.org.cn https://public.lotus.awt.aws.a2z.com https://s0.awsstatic.com https://s3.amazonaws.com/aws-messaging-pricing-information/ https://s3.amazonaws.com/public-pricing-agc/ https://spot-bid-advisor.s3.amazonaws.com https://t0.m.awsstatic.com https://token.us-west-2.prod.site.p.awsstatic.com https://tv.awsstatic.com https://view-stage.us-west-2.prod.pricing.aws.a2z.com https://view-staging.us-east-1.prod.plc1-prod.pricing.aws.a2z.com https://vs.aws.amazon.com https://webchat-aws.clink.cn https://www.youtube-nocookie.com https://www.youtube.com https://xcxrmtkxx5.execute-api.us-east-1.amazonaws.com/prod/ wss://*.transport.connect.us-east-1.amazonaws.com wss://prod.us-east-1.wss-bot.gcr-chat.marketing.aws.dev wss://webchat-aws.clink.cn; font-src 'self' data: https://a0.awsstatic.com https://f0.awsstatic.com https://fonts.gstatic.com https://prod.us-east-1.ui.gcr-chat.marketing.aws.dev; frame-src 'self' https://*.widget.console.aws.amazon.com https://aws.demdex.net https://c0.b0.p.awsstatic.com https://calculator.aws https://commenting.awsblogs.com https://conversational-experience-worker.widget.console.aws.amazon.com/lotus/isolatedIFrame https://dpm.demdex.net https://player.vimeo.com https://pricing-table.us-west-2.prod.site.p.awsstatic.com https://token.us-west-2.prod.site.p.awsstatic.com https://www.youtube-nocookie.com https://www.youtube.com; img-src 'self' blob: data: https://*.vidyard.com https://*.ytimg.com https://a0.awsstatic.com https://amazonwebservices.d2.sc.omtrdc.net https://avatars.builderprofile.aws.dev https://aws-clink2-resource.s3.cn-northwest-1.amazonaws.com.cn https://aws-quickstart.s3.amazonaws.com https://aws.amazon.com https://aws.demdex.net https://awsmedia.s3.amazonaws.com https://cm.everesttech.net https://d1.awsstatic.com https://d1d1et6laiqoh9.cloudfront.net https://d2908q01vomqb2.cloudfront.net https://d2c.aws.amazon.com https://d2cpw7vd6a2efr.cloudfront.net https://d36cz9buwru1tt.cloudfront.net https://d7umqicpi7263.cloudfront.net https://docs.aws.amazon.com https://dpm.demdex.net https://fls-na.amazon.com https://google.ca https://google.co.in https://google.co.jp https://google.co.th https://google.co.uk https://google.com https://google.com.ar https://google.com.au https://google.com.br https://google.com.hk https://google.com.mx https://google.com.tr https://google.com.tw https://google.de https://google.es https://google.fr https://google.it https://google.nl https://google.pl https://google.ru https://iad.staging.prod.tv.awsstatic.com https://img.youtube.com https://marketingplatform.google.com https://media.amazonwebservices.com https://p.adsymptotic.com https://pages.awscloud.com https://prod.cosmic.aws.dev https://prod.us-east-1.ui.gcr-chat.marketing.aws.dev https://s3.amazonaws.com/aws-quickstart/ https://s3.cn-north-1.amazonaws.com.cn/awschinablog/ https://s3.cn-north-1.amazonaws.com.cn/images-bjs/ https://ssl-static.libsyn.com https://static-cdn.jtvnw.net https://tv.awsstatic.com https://webchat-aws.clink.cn https://www.google.com https://www.linkedin.com https://yt3.ggpht.com; media-src 'self' https://*.libsyn.com https://a0.awsstatic.com https://anchor.fm https://awsmedia.s3.amazonaws.com https://awspodcastsiberiaent.s3.eu-west-3.amazonaws.com https://chtbl.com https://content.production.cdn.art19.com https://d1.awsstatic.com https://d1hemuljm71t2j.cloudfront.net https://d1le29qyzha1u4.cloudfront.net https://d1oqpvwii7b6rh.cloudfront.net https://d1vo51ubqkiilx.cloudfront.net https://d1yyh5dhdgifnx.cloudfront.net https://d2908q01vomqb2.cloudfront.net https://d2a6igt6jhaluh.cloudfront.net https://d3ctxlq1ktw2nl.cloudfront.net https://d3h2ozso0dirfl.cloudfront.net https://dgen8gghn3u86.cloudfront.net https://dk261l6wntthl.cloudfront.net https://download.stormacq.com/aws/podcast/ https://dts.podtrac.com https://iad.staging.prod.tv.awsstatic.com https://media.amazonwebservices.com https://mktg-apac.s3-ap-southeast-1.amazonaws.com https://rss.art19.com https://s3-ap-northeast-1.amazonaws.com/aws-china-media/ https://tv.awsstatic.com https://www.buzzsprout.com; object-src 'none'; script-src 'nonce-wAWp5VfwLT76d0jiTYwRNTZbVLTq8Qvi61VhgjV20I0=' 'self' blob: https://*.cdn.console.awsstatic.com/ https://*.cdn.uis.awsstatic.com/ https://a.b.cdn.console.awsstatic.com https://a0.awsstatic.com https://amazonwebservicesinc.tt.omtrdc.net https://cdn.builderprofile.aws.dev https://d0.m.awsstatic.com https://d2c.aws.amazon.com https://googleads.g.doubleclick.net https://loader.us-east-1.prod.mrc-sunrise.marketing.aws.dev https://prod.cosmic.aws.dev https://prod.us-east-1.ui.gcr-chat.marketing.aws.dev https://spot-price.s3.amazonaws.com https://static.doubleclick.net https://t0.m.awsstatic.com https://token.us-west-2.prod.site.p.awsstatic.com https://website.spot.ec2.aws.a2z.com https://www.google.com https://www.gstatic.com https://www.youtube.com/iframe_api https://www.youtube.com/s/player/; style-src 'self' 'unsafe-inline' https://a0.awsstatic.com https://prod.us-east-1.ui.gcr-chat.marketing.aws.dev https://token.us-west-2.prod.site.p.awsstatic.com; report-uri https://prod-us-west-2.csp-report.marketing.aws.dev/submit" data-report-uri="https://prod-us-west-2.csp-report.marketing.aws.dev/submit"> <script src="https://a0.awsstatic.com/libra/1.0.590/csp/csp-report.js"></script> <meta name="robots" content="max-image-preview:large"> <link rel="dns-prefetch" href="//a0.awsstatic.com"> <style id="global-styles-inline-css" type="text/css"> body{--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--duotone--dark-grayscale: url('#wp-duotone-dark-grayscale');--wp--preset--duotone--grayscale: url('#wp-duotone-grayscale');--wp--preset--duotone--purple-yellow: url('#wp-duotone-purple-yellow');--wp--preset--duotone--blue-red: url('#wp-duotone-blue-red');--wp--preset--duotone--midnight: url('#wp-duotone-midnight');--wp--preset--duotone--magenta-yellow: url('#wp-duotone-magenta-yellow');--wp--preset--duotone--purple-green: url('#wp-duotone-purple-green');--wp--preset--duotone--blue-orange: url('#wp-duotone-blue-orange');--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;}.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;} </style> <link rel="icon" type="image/ico" href="https://a0.awsstatic.com/main/images/site/fav/favicon.ico"> <link rel="shortcut icon" type="image/ico" href="https://a0.awsstatic.com/main/images/site/fav/favicon.ico"> <link rel="apple-touch-icon" sizes="57x57" href="https://a0.awsstatic.com/main/images/site/touch-icon-iphone-114-smile.png"> <link rel="apple-touch-icon" sizes="72x72" href="https://a0.awsstatic.com/main/images/site/touch-icon-ipad-144-smile.png"> <link rel="apple-touch-icon" sizes="114x114" href="https://a0.awsstatic.com/main/images/site/touch-icon-iphone-114-smile.png"> <link rel="apple-touch-icon" sizes="144x144" href="https://a0.awsstatic.com/main/images/site/touch-icon-ipad-144-smile.png"> <link rel="alternate" type="application/rss+xml" title="RSS 2.0 Feed" href="https://aws.amazon.com/blogs/smb/feed/"> <meta name="robots" content="index, follow"> <link rel="next" href="https://aws.amazon.com/blogs/smb/page/2/"> <link rel="canonical" href="https://aws.amazon.com/blogs/smb/"> <link rel="stylesheet" href="https://a0.awsstatic.com/libra-css/css/1.0.506/style-awsm.css"> <link rel="stylesheet" href="https://a0.awsstatic.com/aws-blog/1.0.83/css/blog.css"> <script type="application/json" id="aws-page-settings"> {"blogPageTitle":"","currentLanguage":"en-US","libraCSSPath":"https:\/\/a0.awsstatic.com\/libra-css\/css\/1.0.506","requireBaseUrl":"https:\/\/a0.awsstatic.com","requirePackages":[{"name":"libra","location":"libra\/1.0.590"}],"requirePaths":{"aws-blog":"https:\/\/a0.awsstatic.com\/aws-blog\/1.0.83\/js","directories":"https:\/\/a0.awsstatic.com\/libra\/1.0.590\/directories","librastandardlib":"https:\/\/a0.awsstatic.com\/libra\/1.0.590\/librastandardlib","scripts":"https:\/\/a0.awsstatic.com\/libra\/1.0.590\/v1-polyfills\/scripts"},"supportedLanguages":["ar","de","en","es","fr","id","it","jp","ko","pt","ru","th","tr","vi","cn","tw"],"currentStage":"Prod"} </script> <script src="https://a0.awsstatic.com/aws-blog/1.0.83/js/blog-head.js"></script> <script src="https://a0.awsstatic.com/s_code/js/3.0/awshome_s_code.js"></script> <script type="application/json" id="target-mediator"> {"supportedLanguages":["ar","de","en","es","fr","id","it","jp","ko","pt","ru","th","tr","vi","cn","tw"],"pageLanguage":"en","customParams":{}} </script> <script src="https://a0.awsstatic.com/target/1.0.122/aws-target-mediator.js"></script> <noscript> <style>.js-mbox { visibility: visible; }</style> </noscript> </head> <body class="awsm aws-blogs-page aws-blogs-page-type-standard"> <script id="awsc-panorama-bundle" src="https://prod.pa.cdn.uis.awsstatic.com/panorama-nav-init.js" data-config="{"appEntity":"aws-marketing","region":"us-west-1","service":"blogs-site"}" async="true"></script> <a id="aws-page-skip-to-main" class="lb-sr-only lb-sr-only-focusable lb-bold lb-skip-el" href="#aws-page-content-main"> Skip to Main Content</a> <header id="aws-page-header" class="awsm m-page-header lb-with-mobile-subrow" role="banner"> <div id="m-nav" class="m-nav" role="navigation" aria-label="Global Navigation"> <div class="m-nav-header lb-clearfix" data-menu-url="https://s0.awsstatic.com/en_US/nav/v3/panel-content/desktop/index.html"> <div class="m-nav-logo"> <div class="lb-bg-logo aws-amazon_web_services_smile-header-desktop-en"> <a href="https://aws.amazon.com/?nc2=h_lg"><span>Click here to return to Amazon Web Services homepage</span></a> </div> </div> <nav class="m-nav-secondary-links" style="min-width: 620px" aria-label="Secondary Global Navigation"> <a href="https://aws.amazon.com/about-aws/?nc2=h_header">About AWS</a> <a href="https://aws.amazon.com/contact-us/?nc2=h_header">Contact Us</a> <a class="lb-txt-none lb-tiny-iblock lb-txt-13 lb-txt lb-has-trigger-indicator" href="#" data-mbox-ignore="true" data-lb-popover-trigger="popover-support-selector" role="button" aria-expanded="false" aria-label="Explore support options" id="popover-popover-support-selector-trigger" aria-controls="popover-support-selector" aria-haspopup="true"> Support <svg viewbox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="icon-chevron-down lb-trigger-mount"> <path d="M1 4.5L8 11.5L15 4.5" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" /> </svg> </a> <a id="m-nav-language-selector" class="lb-tiny-iblock lb-txt lb-has-trigger-indicator" href="#" data-lb-popover-trigger="popover-language-selector" data-language="en" aria-label="Set site language" role="button" aria-controls="popover-language-selector" aria-expanded="false" aria-haspopup="true"> English <svg viewbox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="icon-chevron-down lb-trigger-mount"> <path d="M1 4.5L8 11.5L15 4.5" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" /> </svg> </a> <a class="lb-tiny-iblock lb-txt lb-has-trigger-indicator" href="#" data-lb-popover-trigger="popover-my-account" aria-label="Access account options" role="button" aria-controls="popover-my-account" aria-expanded="false" aria-haspopup="true"> My Account <svg viewbox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="icon-chevron-down lb-trigger-mount"> <path d="M1 4.5L8 11.5L15 4.5" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" /> </svg> </a> <div class="m-nav-cta-btn"> <div class="lb-mbox js-mbox" data-lb-comp="mbox" data-lb-comp-ignore="true" data-mbox="en_header_nav_cta"> <div class="lb-data-attr-wrapper data-attr-wrapper" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="nav-buttons" data-da-so-version="sign-up-sign-in-all" data-da-so-url="nav"> <div class="data-attr-wrapper lb-tiny-iblock lb-none-pad lb-box" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="nav-buttons" data-da-so-version="prospect-sign-in" data-da-so-url="all"> <a class="lb-txt-none lb-tiny-iblock lb-txt-13 lb-txt" style="padding-top:8px; padding-right:13px;" href="https://console.aws.amazon.com/console/home?nc2=h_ct&src=header-signin"> Sign In</a> </div> <div class="data-attr-wrapper lb-tiny-iblock lb-none-v-margin lb-btn" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="nav-buttons" data-da-so-version="prospect-signup" data-da-so-url="all"> <a class="lb-btn-p-primary" href="https://portal.aws.amazon.com/gp/aws/developer/registration/index.html?nc2=h_ct&src=header_signup" data-trk-params="{"trkOverrideWithQs":true}" role="button"> <span> Create an AWS Account</span> </a> </div> </div> </div> <div class="lb-mbox js-mbox" data-lb-comp="mbox" data-lb-comp-ignore="true" data-mbox="en_header_desktop_nav_cta_test"> </div> </div> </nav> <div class="m-nav-primary-group"> <nav class="m-nav-primary-links" aria-label="Primary Global Navigation"> <i class="m-nav-angle-left-icon" aria-hidden="true"></i> <ul> <li aria-expanded="false"><span><a href="https://aws.amazon.com/q/?nc2=h_ql_prod_l1_q" class="m-nav-featured">Amazon Q</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/products/?nc2=h_ql_prod" data-panel="m-nav-panel-products">Products</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/solutions/?nc2=h_ql_sol" data-panel="m-nav-panel-solutions">Solutions</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/pricing/?nc2=h_ql_pr" data-panel="m-nav-panel-pricing">Pricing</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/documentation-overview/?nc2=h_ql_doc_do" data-panel="m-nav-panel-documentation">Documentation</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/getting-started/?nc2=h_ql_le" data-panel="m-nav-panel-learn">Learn</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/partners/?nc2=h_ql_pn" data-panel="m-nav-panel-partner">Partner Network</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/marketplace/?nc2=h_ql_mp" data-panel="m-nav-panel-marketplace">AWS Marketplace</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/customer-enablement/?nc2=h_ql_ce" data-panel="m-nav-panel-customer">Customer Enablement</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/events/?nc2=h_ql_ev" data-panel="m-nav-panel-events">Events</a></span></li> <li aria-expanded="false"><span><a href="https://aws.amazon.com/contact-us/?nc2=h_ql_exm" data-panel="m-nav-panel-more">Explore More </a></span></li> </ul> <div class="m-nav-icon-group"> <i class="m-nav-angle-right-icon" aria-hidden="true"></i> <button class="m-nav-search-icon" tabindex="0" aria-expanded="false" aria-label="Search"> <svg viewbox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="icon-magnify"> <path d="M10.5 10.5L14.5 14.5" stroke-width="2" stroke-linejoin="round" /> <path d="M7 12.5C10.0376 12.5 12.5 10.0376 12.5 7C12.5 3.96243 10.0376 1.5 7 1.5C3.96243 1.5 1.5 3.96243 1.5 7C1.5 10.0376 3.96243 12.5 7 12.5Z" stroke-width="2" stroke-linejoin="round" /> </svg> </button> </div> </nav> <div id="m-nav-desktop-search" class="m-nav-search"> <form action="https://aws.amazon.com/search/" role="search"> <div class="m-typeahead" data-directory-id="typeahead-suggestions" data-lb-comp="typeahead"> <input class="m-nav-search-field" placeholder="Search" autocomplete="off" spellcheck="false" dir="auto" type="text" name="searchQuery"> </div> </form> <i class="m-nav-close-icon" role="button" aria-label="Close"></i> </div> </div> </div> <div class="lb-popover lb-popover-aui lb-popover-tiny" data-lb-comp="popover" data-id="popover-language-selector" id="popover-language-selector" aria-modal="false" aria-labelledby="popover-popover-language-selector-trigger" data-action="hover" data-position="top"> <a class="lb-popover-close" role="button" tabindex="0" aria-label="Close" title="Close"> <span class="lb-sr-only">Close</span> </a> <div class="lb-grid lb-row lb-row-max-large lb-snap"> <div class="lb-col lb-tiny-24 lb-mid-12"> <ul class="lb-txt-none lb-ul lb-list-style-none lb-tiny-ul-block"> <li lang="ar-SA" translate="no" data-language="ar"><a href="https://aws.amazon.com/ar/?nc1=h_ls">عربي</a></li> <li lang="id-ID" translate="no" data-language="id"><a href="https://aws.amazon.com/id/?nc1=h_ls">Bahasa Indonesia</a></li> <li lang="de-DE" translate="no" data-language="de"><a href="https://aws.amazon.com/de/?nc1=h_ls">Deutsch</a></li> <li lang="en-US" translate="no" data-language="en"><a href="https://aws.amazon.com/?nc1=h_ls">English</a></li> <li lang="es-ES" translate="no" data-language="es"><a href="https://aws.amazon.com/es/?nc1=h_ls">Español</a></li> <li lang="fr-FR" translate="no" data-language="fr"><a href="https://aws.amazon.com/fr/?nc1=h_ls">Français</a></li> <li lang="it-IT" translate="no" data-language="it"><a href="https://aws.amazon.com/it/?nc1=h_ls">Italiano</a></li> <li lang="pt-BR" translate="no" data-language="pt"><a href="https://aws.amazon.com/pt/?nc1=h_ls">Português</a></li> </ul> </div> <div class="lb-col lb-tiny-24 lb-mid-12"> <ul class="lb-txt-none lb-ul lb-list-style-none lb-tiny-ul-block"> <li lang="vi-VN" translate="no" data-language="vi"><a href="https://aws.amazon.com/vi/?nc1=f_ls">Tiếng Việt</a></li> <li lang="tr-TR" translate="no" data-language="tr"><a href="https://aws.amazon.com/tr/?nc1=h_ls">Türkçe</a></li> <li lang="ru-RU" translate="no" data-language="ru"><a href="https://aws.amazon.com/ru/?nc1=h_ls">Ρусский</a></li> <li lang="th-TH" translate="no" data-language="th"><a href="https://aws.amazon.com/th/?nc1=f_ls">ไทย</a></li> <li lang="ja-JP" translate="no" data-language="jp"><a href="https://aws.amazon.com/jp/?nc1=h_ls">日本語</a></li> <li lang="ko-KR" translate="no" data-language="ko"><a href="https://aws.amazon.com/ko/?nc1=h_ls">한국어</a></li> <li lang="zh-CN" translate="no" data-language="cn"><a href="https://aws.amazon.com/cn/?nc1=h_ls">中文 (简体)</a></li> <li lang="zh-TW" translate="no" data-language="tw"><a href="https://aws.amazon.com/tw/?nc1=h_ls">中文 (繁體)</a></li> </ul> </div> </div> </div> <div class="lb-popover lb-popover-aui lb-popover-tiny" data-lb-comp="popover" data-id="popover-my-account" id="popover-my-account" aria-modal="false" aria-labelledby="popover-popover-my-account-trigger" data-action="hover" data-position="top"> <a class="lb-popover-close" role="button" tabindex="0" aria-label="Close" title="Close"> <span class="lb-sr-only">Close</span> </a> <ul class="lb-txt-none lb-ul lb-list-style-none lb-tiny-ul-block"> <li class="m-no-auth" data-myaws-auth-only="true"><a href="https://aws.amazon.com/profile/?nc2=h_m_mc">My Profile</a></li> <li class="m-no-auth" data-myaws-auth-only="true"><a href="https://auth.aws.amazon.com/sign-out/?nc2=h_m_mc">Sign out of AWS Builder ID</a></li> <li><a href="https://console.aws.amazon.com/?nc2=h_m_mc">AWS Management Console</a></li> <li><a href="https://console.aws.amazon.com/billing/home#/account?nc2=h_m_ma">Account Settings</a></li> <li><a href="https://console.aws.amazon.com/billing/home?nc2=h_m_bc">Billing & Cost Management</a></li> <li><a href="https://console.aws.amazon.com/iam/home?nc2=h_m_sc#security_credential">Security Credentials</a></li> <li><a href="https://phd.aws.amazon.com/?nc2=h_m_sc">AWS Personal Health Dashboard</a></li> </ul> </div> <div class="lb-popover lb-popover-aui lb-popover-tiny" data-lb-comp="popover" data-id="popover-support-selector" id="popover-support-selector" aria-modal="false" aria-labelledby="popover-popover-support-selector-trigger" data-action="hover" data-position="top"> <a class="lb-popover-close" role="button" tabindex="0" aria-label="Close" title="Close"> <span class="lb-sr-only">Close</span> </a> <ul class="lb-txt-none lb-ul lb-list-style-none lb-tiny-ul-block"> <li><a href="https://console.aws.amazon.com/support/home/?nc2=h_ql_cu">Support Center</a></li> <li><a href="https://iq.aws.amazon.com/?utm=mkt.nav">Expert Help</a></li> <li><a href="https://repost.aws/knowledge-center/?nc2=h_m_ma">Knowledge Center</a></li> <li><a href="https://aws.amazon.com/premiumsupport/?nc2=h_m_bc">AWS Support Overview</a></li> <li><a href="https://repost.aws/">AWS re:Post</a></li> </ul> </div> <script type="text/x-handlebars-template" data-hbs-template-path="nav-desktop/suggestions" data-hbs-context="{"pricingText":"Pricing","documentationText":"Documentation","calculatorText":"Calculator"}"></script> <script type="text/x-handlebars-template" data-hbs-template-path="nav-desktop/products-head" data-hbs-context="{"productsText":"Products"}"></script> <script type="text/x-handlebars-template" data-hbs-template-path="nav-desktop/keypages-head" data-hbs-context="{"relatedPagesText":"Related Pages"}"></script> <script type="text/x-handlebars-template" data-hbs-template-path="nav-desktop/tutorials-head" data-hbs-context="{"tutorialsText":"Tutorials"}"></script> <script type="text/x-handlebars-template" data-hbs-template-path="nav-desktop/blogs-head" data-hbs-context="{"blogsText":"Blogs"}"></script> <script type="text/x-handlebars-template" data-hbs-template-path="nav-desktop/see-all" data-hbs-context="{"resultsText":"See more results for"}"></script> </div> <div id="m-nav-mobile" class="m-nav-mobile" role="navigation" aria-label="Global Navigation for Mobile"> <div id="m-nav-mobile-header" class="m-nav-mobile-header m-nav-mobile-with-sub-row" data-menu-url="https://s0.awsstatic.com/en_US/nav/v3/panel-content/mobile/index.html"> <div class="lb-bg-logo aws-amazon_web_services_smile-header-mobile-en"> <a href="https://aws.amazon.com/?nc2=h_lg"><span>Click here to return to Amazon Web Services homepage</span></a> </div> <div class="m-nav-mobile-button-group"> <button class="m-nav-mobile-button icon-search" tabindex="0" aria-expanded="false" aria-label="Search"> <svg viewbox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M10.5 10.5L14.5 14.5" stroke-width="2" stroke-linejoin="round" /> <path d="M7 12.5C10.0376 12.5 12.5 10.0376 12.5 7C12.5 3.96243 10.0376 1.5 7 1.5C3.96243 1.5 1.5 3.96243 1.5 7C1.5 10.0376 3.96243 12.5 7 12.5Z" stroke-width="2" stroke-linejoin="round" /> </svg> </button> <button class="m-nav-mobile-button icon-reorder" tabindex="0" aria-expanded="false" aria-label="Menu"> <svg viewbox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M15 3H1" stroke-width="2" stroke-linejoin="round" /> <path d="M15 8H1" stroke-width="2" stroke-linejoin="round" /> <path d="M15 13H1" stroke-width="2" stroke-linejoin="round" /> </svg> </button> <div class="lb-mbox js-mbox" data-lb-comp="mbox" data-lb-comp-ignore="true" data-mbox="en_header_mobile_nav_cta_test"> </div> </div> <div id="m-nav-mobile-sub-row" class="m-nav-mobile-sub-row"> <div class="data-attr-wrapper lb-btn" data-da-type="so" data-da-so-category="monitoring" data-da-so-language="en" data-da-so-name="global-mobile-sticky-cta-buttons" data-da-so-type="viewport" data-da-so-version="get-started-for-free-cta" data-da-so-url="all"> <a class="lb-btn-p-primary" href="https://portal.aws.amazon.com/gp/aws/developer/registration/index.html?nc2=h_mobile" role="button"> <span> Get Started for Free</span> </a> </div> <div class="data-attr-wrapper lb-btn" data-da-type="so" data-da-so-category="monitoring" data-da-so-language="en" data-da-so-name="global-mobile-sticky-cta-buttons" data-da-so-type="viewport" data-da-so-version="contact-us"> <a class="lb-btn-p" href="https://aws.amazon.com/contact-us/?nc2=h_mobile" role="button"> <span> Contact Us</span> </a> </div> </div> </div> <div id="m-nav-mobile-search" class="m-nav-mobile-search"> <form action="https://aws.amazon.com/search" role="search"> <div class="m-typeahead"> <input class="m-nav-search-field" placeholder="Search" autocomplete="off" spellcheck="false" dir="auto" type="text" name="searchQuery"> </div> </form> </div> <nav id="m-nav-trimdown" aria-label="Condensed Global Navigation for Mobile"> <ul class="m-nav-mobile-menu-group"> <li> <a href="https://aws.amazon.com/products/?nc2=h_mo">Products</a> </li> <li> <a href="https://aws.amazon.com/solutions/?nc2=h_mo">Solutions</a> </li> <li> <a href="https://aws.amazon.com/pricing/?nc2=h_mo">Pricing</a> </li> <li> <a href="https://aws.amazon.com/what-is-aws/?nc2=h_mo">Introduction to AWS</a> </li> <li> <a href="https://aws.amazon.com/getting-started/?nc2=h_mo">Getting Started</a> </li> <li> <a href="https://aws.amazon.com/documentation-overview/?nc2=h_mo">Documentation</a> </li> <li> <a href="https://aws.amazon.com/training/?nc2=h_mo">Training and Certification</a> </li> <li> <a href="https://aws.amazon.com/developer/?nc2=h_mo">Developer Center</a> </li> <li> <a href="https://aws.amazon.com/solutions/case-studies/?nc2=h_mo">Customer Success</a> </li> <li> <a href="https://aws.amazon.com/partners/?nc2=h_mo">Partner Network</a> </li> <li> <a href="https://aws.amazon.com/marketplace/?nc2=h_mo">AWS Marketplace</a> </li> <li> <a href="https://console.aws.amazon.com/support/home?nc2=h_ql_cu">Support</a> </li> <li> <a href="https://repost.aws/">AWS re:Post</a> </li> <li> <a href="https://console.aws.amazon.com/console/home">Log into Console</a> </li> <li> <a href="https://aws.amazon.com/console/mobile/">Download the Mobile App</a> </li> </ul> </nav> </div> </header> <div class="awsm"> <div class="lb-blog-nav" data-lb-comp="aws-blog:blog-nav" data-lb-sticky-header="true"> <div class="lb-row lb-row-max-xlarge lb-snap"> <div class="lb-blog-nav-content"> <div class="lb-blog-nav-links"> <a class="lb-txt-none lb-txt" href="/blogs" data-trk-params="{"trkOverrideWithQs":true}"> AWS Blog Home</a> <a class="lb-txt-none lb-txt lb-has-trigger-indicator" href="#" data-mbox-ignore="true" data-lb-popover-trigger="blog-category" role="button" aria-expanded="false" aria-label="Select blog category" id="popover-blog-category-trigger" aria-controls="blog-category" aria-haspopup="true" data-trk-params="{"trkOverrideWithQs":true}"> Blogs <i class="icon-caret-down lb-trigger-mount"></i></a> <a class="lb-txt-none lb-txt lb-has-trigger-indicator" href="#" data-mbox-ignore="true" data-lb-popover-trigger="blog-editions" role="button" aria-expanded="false" aria-label="Select blog language" id="popover-blog-editions-trigger" aria-controls="blog-editions" aria-haspopup="true" data-trk-params="{"trkOverrideWithQs":true}"> Editions <i class="icon-caret-down lb-trigger-mount"></i></a> </div> </div> </div> </div> <div class="lb-popover lb-popover-aui lb-popover-xlarge" data-lb-comp="popover" data-id="blog-category" id="blog-category" aria-modal="false" aria-labelledby="popover-blog-category-trigger" data-action="hover" data-position="top"> <a class="lb-popover-close" role="button" tabindex="0" aria-label="Close" title="Close"> <span class="lb-sr-only">Close</span> </a> <div class="lb-none-pad lb-none-v-margin lb-grid lb-row lb-row-max-large lb-snap"> <div class="lb-col lb-tiny-24 lb-mid-12"> <div class="lb-none-pad lb-none-v-margin lb-box"> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/architecture/"> Architecture</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/mt/" data-trk-params="{"trkOverrideWithQs":true}"> AWS Cloud Operations</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/gametech/" data-trk-params="{"trkOverrideWithQs":true}"> AWS for Games</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/aws-insights/"> AWS Insights</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/awsmarketplace/"> AWS Marketplace</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/aws/"> AWS News</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/apn/"> AWS Partner Network</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/smb/"> AWS Smart Business</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/big-data/"> Big Data</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/business-intelligence/"> Business Intelligence</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/business-productivity/"> Business Productivity</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/enterprise-strategy/" data-trk-params="{"trkOverrideWithQs":true}"> Cloud Enterprise Strategy</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/aws-cloud-financial-management/"> Cloud Financial Management</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/compute/"> Compute</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/contact-center/"> Contact Center</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/containers/"> Containers</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/database/"> Database</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/desktop-and-application-streaming/"> Desktop & Application Streaming</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/developer/" data-trk-params="{"trkOverrideWithQs":true}"> Developer Tools</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/devops/" data-trk-params="{"trkOverrideWithQs":true}"> DevOps & Developer Productivity</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/mobile/"> Front-End Web & Mobile</a> </div> </div> <div class="lb-col lb-tiny-24 lb-mid-12"> <div class="lb-none-pad lb-none-v-margin lb-box"> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/hpc/"> HPC</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/ibm-redhat/"> IBM and Red Hat</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/industries/"> Industries</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/infrastructure-and-automation/"> Integration & Automation</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/iot/"> Internet of Things</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/machine-learning/"> Machine Learning</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/media/"> Media</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/messaging-and-targeting/"> Messaging & Targeting</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/modernizing-with-aws/"> Microsoft Workloads on AWS</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/migration-and-modernization/"> Migration and Modernization</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/dotnet/"> .NET on AWS</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/networking-and-content-delivery/"> Networking & Content Delivery</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/opensource/"> Open Source</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/publicsector/"> Public Sector</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/quantum-computing/" data-trk-params="{"trkOverrideWithQs":true}"> Quantum Computing</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/robotics/"> Robotics</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/awsforsap/"> SAP</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/security/blogs/" data-trk-params="{"trkOverrideWithQs":true}"> Security</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/spatial/"> Spatial Computing</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/startups/"> Startups</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/storage/"> Storage</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/supply-chain/"> Supply Chain & Logistics</a> <a class="lb-txt-none lb-txt" href="https://aws.amazon.com/blogs/training-and-certification/"> Training & Certification</a> </div> </div> </div> </div> <div class="lb-popover lb-popover-aui lb-popover-tiny" data-lb-comp="popover" data-id="blog-editions" id="blog-editions" aria-modal="false" aria-labelledby="popover-blog-editions-trigger" data-action="hover" data-position="top"> <a class="lb-popover-close" role="button" tabindex="0" aria-label="Close" title="Close"> <span class="lb-sr-only">Close</span> </a> <ul class="lb-txt-none lb-none-v-margin lb-ul lb-list-style-none lb-li-micro-v-margin lb-tiny-ul-block"> <li translate="no" lang="tr-TR"><a href="https://aws.amazon.com/ar/blogs/arabic/">المدوَّنة العربية</a></li> <li translate="no" lang="zh-CN"><a href="https://aws.amazon.com/cn/blogs/china/">中国版</a></li> <li translate="no" lang="ja-JP"><a href="https://aws.amazon.com/jp/blogs/news/">日本版</a></li> <li translate="no" lang="ko-KR"><a href="https://aws.amazon.com/ko/blogs/korea/">한국 에디션</a></li> <li translate="no" lang="ko-KR"><a href="https://aws.amazon.com/ko/blogs/tech/">기술 블로그</a></li> <li translate="no" lang="id-ID"><a href="https://aws.amazon.com/id/blogs/indonesia/">Edisi Bahasa Indonesia</a></li> <li translate="no" lang="tr-TR"><a href="https://aws.amazon.com/th/blogs/thailand/">AWS Thai Blog</a></li> <li translate="no" lang="fr-FR"><a href="https://aws.amazon.com/fr/blogs/france/">Édition Française</a></li> <li translate="no" lang="de-DE"><a href="https://aws.amazon.com/de/blogs/germany/">Deutsche Edition</a></li> <li translate="no" lang="pt-BR"><a href="https://aws.amazon.com/pt/blogs/aws-brasil/">Edição em Português</a></li> <li translate="no" lang="es-ES"><a href="https://aws.amazon.com/es/blogs/aws-spanish/">Edición en Español</a></li> <li translate="no" lang="ru-RU"><a href="https://aws.amazon.com/ru/blogs/rus/">Версия на русском</a></li> <li translate="no" lang="tr-TR"><a href="https://aws.amazon.com/tr/blogs/turkey/">Türkçe Sürüm</a></li> </ul> </div> </div> <div id="aws-page-content" class="lb-page-content lb-page-with-sticky-subnav blog-page blog-posts" data-page-alert-target="true"> <div class="aws-blog-content lb-row lb-row-max-large lb-snap"> <main class="lb-col lb-tiny-24" role="main" id="aws-page-content-main" tabindex="-1"> <h1 class="lb-h2 blog-title">AWS Smart Business Blog</h1> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2025/04/02/AdobeStock_541180338-1026x630.jpeg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" property="url" rel="bookmark"><img width="1024" height="629" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2025/04/02/AdobeStock_541180338-1024x629.jpeg" class="attachment-large size-large wp-post-image" alt=""></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" property="url" rel="bookmark"><span property="name headline">How tech agility gives small businesses the edge</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Johana Hernandez Herrera</span></span></span> <span>on <time property="datePublished" datetime="2025-04-02T18:32:39+00:00">02 APR 2025</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=How%20tech%20agility%20gives%20small%20businesses%20the%20edge&via=awscloud&url=https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=How%20tech%20agility%20gives%20small%20businesses%20the%20edge&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=How%20tech%20agility%20gives%20small%20businesses%20the%20edge&body=How%20tech%20agility%20gives%20small%20businesses%20the%20edge%0A%0Ahttps://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/how-tech-agility-gives-small-businesses-the-edge/" title="Link to How tech agility gives small businesses the edge" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Learn how small businesses can leverage tech agility and AWS solutions to outpace larger competitors, with real examples of successful digital transformation and practical implementation steps.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2025/02/04/AdobeStock_305482560-945x630.jpeg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2025/02/04/AdobeStock_305482560-1024x683.jpeg" class="attachment-large size-large wp-post-image" alt="Doctor meeting with her patient" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" property="url" rel="bookmark"><span property="name headline">Bringing better healthcare to underserved communities</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><a href="https://aws.amazon.com/blogs/smb/author/admin/" title="Posts by AWS Editorial Team" property="name">AWS Editorial Team</a></span></span> <span>on <time property="datePublished" datetime="2025-02-04T20:18:09+00:00">04 FEB 2025</time></span> <span><a href="https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Bringing%20better%20healthcare%20to%20underserved%20communities&via=awscloud&url=https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Bringing%20better%20healthcare%20to%20underserved%20communities&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Bringing%20better%20healthcare%20to%20underserved%20communities&body=Bringing%20better%20healthcare%20to%20underserved%20communities%0A%0Ahttps://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/bringing-better-healthcare-to-underserved-communities/" title="Link to Bringing better healthcare to underserved communities" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Discover how GUSI’s AWS-powered POCUS technology reduces diagnostic imaging costs by 70%, bringing affordable healthcare to 1M+ patients in underserved communities worldwide.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/12/16/GettyImages-1289301324-945x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/12/16/GettyImages-1289301324-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" property="url" rel="bookmark"><span property="name headline">Why small changes with people and process lead to big things</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Claire Gribbin</span></span></span> <span>on <time property="datePublished" datetime="2024-12-16T19:12:41+00:00">16 DEC 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/thought-leadership/" title="View all posts in Thought Leadership"><span property="articleSection">Thought Leadership</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Why%20small%20changes%20with%20people%20and%20process%20lead%20to%20big%20things&via=awscloud&url=https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Why%20small%20changes%20with%20people%20and%20process%20lead%20to%20big%20things&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Why%20small%20changes%20with%20people%20and%20process%20lead%20to%20big%20things&body=Why%20small%20changes%20with%20people%20and%20process%20lead%20to%20big%20things%0A%0Ahttps://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/why-small-changes-with-people-and-process-lead-to-big-things/" title="Link to Why small changes with people and process lead to big things" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>SMBs can find innovation uncomfortable due to risk, but small, reversible changes inspire experimentation, streamlining solutions and enhancing offerings. Learn how to shift mindsets and empower teams.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/10/09/AdobeStock_466717643-945x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/10/09/AdobeStock_466717643-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" property="url" rel="bookmark"><span property="name headline">Risk Management for SMB Business Leaders: Guidance for Compliance on AWS</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Kunle Adeleke</span></span>, <span property="author" typeof="Person"><span property="name">John Sol</span></span>, and <span property="author" typeof="Person"><span property="name">Pichaimani Rajesh Kumar</span></span></span> <span>on <time property="datePublished" datetime="2024-10-09T21:46:49+00:00">09 OCT 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a>, <a href="https://aws.amazon.com/blogs/smb/category/featured/" title="View all posts in Featured"><span property="articleSection">Featured</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Risk%20Management%20for%20SMB%20Business%20Leaders%3A%20Guidance%20for%20Compliance%20on%20AWS&via=awscloud&url=https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Risk%20Management%20for%20SMB%20Business%20Leaders%3A%20Guidance%20for%20Compliance%20on%20AWS&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Risk%20Management%20for%20SMB%20Business%20Leaders%3A%20Guidance%20for%20Compliance%20on%20AWS&body=Risk%20Management%20for%20SMB%20Business%20Leaders%3A%20Guidance%20for%20Compliance%20on%20AWS%0A%0Ahttps://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/risk-management-for-smb-business-leaders-guidance-for-compliance-on-aws/" title="Link to Risk Management for SMB Business Leaders: Guidance for Compliance on AWS" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Manage risk and unlock new opportunities by prioritizing cloud security. Learn how the NIST Cybersecurity Framework and AWS compliance tools offer a pathway to standards like PCI and HIPAA.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/09/19/AdobeStock_268191599-945x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/09/19/AdobeStock_268191599-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" property="url" rel="bookmark"><span property="name headline">The Rise of Chatbots: Revolutionizing Customer Engagement</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Archana Ambavane</span></span>, <span property="author" typeof="Person"><span property="name">Kumar Karra</span></span>, and <span property="author" typeof="Person"><span property="name">Sergio Perez Ruiz</span></span></span> <span>on <time property="datePublished" datetime="2024-09-19T21:37:29+00:00">19 SEP 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=The%20Rise%20of%20Chatbots%3A%20Revolutionizing%20Customer%20Engagement&via=awscloud&url=https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=The%20Rise%20of%20Chatbots%3A%20Revolutionizing%20Customer%20Engagement&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=The%20Rise%20of%20Chatbots%3A%20Revolutionizing%20Customer%20Engagement&body=The%20Rise%20of%20Chatbots%3A%20Revolutionizing%20Customer%20Engagement%0A%0Ahttps://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/the-rise-of-chatbots-revolutionizing-customer-engagement/" title="Link to The Rise of Chatbots: Revolutionizing Customer Engagement" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Chatbots are revolutionizing customer engagement for SMBs by providing 24/7 availability, scalability, and personalized interactions, but overcoming limitations requires strategic implementation.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/09/13/SaaS-Secret-Weapon-1260x530.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" property="url" rel="bookmark"><img width="1024" height="431" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/09/13/SaaS-Secret-Weapon-1024x431.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" property="url" rel="bookmark"><span property="name headline">Small Business, Big Tech: Why SaaS is Your Organization’s Secret Weapon</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Pranjit Biswas</span></span>, <span property="author" typeof="Person"><span property="name">Adil Can</span></span>, <span property="author" typeof="Person"><span property="name">Ed Depaz</span></span>, and <span property="author" typeof="Person"><span property="name">Ian Weyenberg</span></span></span> <span>on <time property="datePublished" datetime="2024-09-13T20:55:53+00:00">13 SEP 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Small%20Business%2C%20Big%20Tech%3A%20Why%20SaaS%20is%20Your%20Organization%27s%20Secret%20Weapon&via=awscloud&url=https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Small%20Business%2C%20Big%20Tech%3A%20Why%20SaaS%20is%20Your%20Organization%27s%20Secret%20Weapon&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Small%20Business%2C%20Big%20Tech%3A%20Why%20SaaS%20is%20Your%20Organization%27s%20Secret%20Weapon&body=Small%20Business%2C%20Big%20Tech%3A%20Why%20SaaS%20is%20Your%20Organization%27s%20Secret%20Weapon%0A%0Ahttps://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/small-business-big-tech-why-saas-is-your-organizations-secret-weapon/" title="Link to Small Business, Big Tech: Why SaaS is Your Organization’s Secret Weapon" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Software-as-a-Service empowers small and medium businesses to access cutting-edge tech once only available to large corporations. Cloud solutions offer scalability, rapid deployment, and security for SMBs lacking resources. SaaS levels the playing field, enabling SMBs to punch above their weight class.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/09/11/Customer-Experience-AI-945x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/09/11/Customer-Experience-AI-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" property="url" rel="bookmark"><span property="name headline">Reimagining the Customer Experience with Real-Time AI-Powered Solutions</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Brian Clark</span></span>, <span property="author" typeof="Person"><span property="name">Esther Kang</span></span>, and <span property="author" typeof="Person"><span property="name">Michael Zhang</span></span></span> <span>on <time property="datePublished" datetime="2024-09-11T15:31:36+00:00">11 SEP 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Reimagining%20the%20Customer%20Experience%20with%20Real-Time%20AI-Powered%20Solutions&via=awscloud&url=https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Reimagining%20the%20Customer%20Experience%20with%20Real-Time%20AI-Powered%20Solutions&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Reimagining%20the%20Customer%20Experience%20with%20Real-Time%20AI-Powered%20Solutions&body=Reimagining%20the%20Customer%20Experience%20with%20Real-Time%20AI-Powered%20Solutions%0A%0Ahttps://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/reimagining-the-customer-experience-with-real-time-ai-powered-solutions/" title="Link to Reimagining the Customer Experience with Real-Time AI-Powered Solutions" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>AI is revolutionizing customer service, offering unprecedented opportunities for SMBs to address pain points, improve experiences, and reduce costs. Learn how AI elevates service and explore powerful AWS solutions facilitating this transformation.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/08/30/AdobeStock_284556710-944x630.jpeg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" property="url" rel="bookmark"><img width="1024" height="684" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/08/30/AdobeStock_284556710-1024x684.jpeg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" property="url" rel="bookmark"><span property="name headline">Boosting Small Business Profits Through Sustainability</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Rohini Mettu</span></span>, <span property="author" typeof="Person"><span property="name">Lakshya Kumar</span></span>, and <span property="author" typeof="Person"><span property="name">Tarush Gupta</span></span></span> <span>on <time property="datePublished" datetime="2024-08-30T20:49:53+00:00">30 AUG 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Boosting%20Small%20Business%20Profits%20Through%20Sustainability&via=awscloud&url=https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Boosting%20Small%20Business%20Profits%20Through%20Sustainability&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Boosting%20Small%20Business%20Profits%20Through%20Sustainability&body=Boosting%20Small%20Business%20Profits%20Through%20Sustainability%0A%0Ahttps://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/boosting-small-business-profits-through-sustainability/" title="Link to Boosting Small Business Profits Through Sustainability" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Sustainability and profitability can go hand-in-hand for SMBs. By adopting cloud and optimizing architecture, businesses drive efficiency, agility, cost savings, and reduced environmental impact—unlocking a virtuous cycle benefiting both finances and planet.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/08/30/AdobeStock_582999498-945x630.jpg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/08/30/AdobeStock_582999498-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" property="url" rel="bookmark"><span property="name headline">Propelling Innovation: The People, Culture, and Process Imperatives</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Claire Gribbin</span></span></span> <span>on <time property="datePublished" datetime="2024-08-30T19:08:12+00:00">30 AUG 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/thought-leadership/" title="View all posts in Thought Leadership"><span property="articleSection">Thought Leadership</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Propelling%20Innovation%3A%20The%20People%2C%20Culture%2C%20and%20Process%20Imperatives&via=awscloud&url=https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Propelling%20Innovation%3A%20The%20People%2C%20Culture%2C%20and%20Process%20Imperatives&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Propelling%20Innovation%3A%20The%20People%2C%20Culture%2C%20and%20Process%20Imperatives&body=Propelling%20Innovation%3A%20The%20People%2C%20Culture%2C%20and%20Process%20Imperatives%0A%0Ahttps://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/propelling-innovation-the-people-culture-and-process-imperatives/" title="Link to Propelling Innovation: The People, Culture, and Process Imperatives" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>Amid rising tides, embracing innovation is vital to steering success. It starts with people who question assumptions, cultures that reward reinvention, and processes that turn ideas into impact.</p> </section> </div> </div> </article> <article class="blog-post" vocab="https://schema.org/" typeof="TechArticle"> <meta property="inLanguage" content="en-US"> <meta property="image" content="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/07/24/fs-partner-offer_gain-insights_O3-945x630.jpeg"> <div class="lb-row lb-snap"> <div class="lb-col lb-mid-6 lb-tiny-24"> <a href="https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" property="url" rel="bookmark"><img width="1024" height="683" src="https://d2908q01vomqb2.cloudfront.net/c66c65175fecc3103b3b587be9b5b230889c8628/2024/07/24/fs-partner-offer_gain-insights_O3-1024x683.jpeg" class="attachment-large size-large wp-post-image" alt="team meeting in conference room with 2 presenters at white board" loading="lazy"></a> </div> <div class="lb-col lb-mid-18 lb-tiny-24"> <h2 class="lb-bold blog-post-title"><a href="https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" property="url" rel="bookmark"><span property="name headline">Getting Started with Your SMB’s First AWS Cloud Project</span></a></h2> <footer class="blog-post-meta" data-lb-comp="aws-blog:share-dialog"> <span>by <span property="author" typeof="Person"><span property="name">Samuel Sopeju</span></span>, <span property="author" typeof="Person"><span property="name">Nadim Mansour</span></span>, and <span property="author" typeof="Person"><span property="name">Ozge Karaoglu</span></span></span> <span>on <time property="datePublished" datetime="2024-07-24T17:08:33+00:00">24 JUL 2024</time></span> <span>in <span class="blog-post-categories"><a href="https://aws.amazon.com/blogs/smb/category/post-types/best-practices/" title="View all posts in Best Practices"><span property="articleSection">Best Practices</span></a></span></span> <span><a href="https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" property="url">Permalink</a></span> <span><a href="#" role="button" data-share-dialog-toggle><span class="span icon-share"></span> Share</a></span> <div class="blog-share-dialog" data-share-dialog style="display: none;"> <ul> <li> <a class="lb-txt" href="https://www.facebook.com/sharer/sharer.php?u=https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"><span class="icon-facebook-square"></span></a> </li> <li> <a class="lb-txt" href="https://twitter.com/intent/tweet/?text=Getting%20Started%20with%20Your%20SMB%27s%20First%20AWS%20Cloud%20Project&via=awscloud&url=https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"><span class="icon-twitter-square"></span></a> </li> <li> <a class="lb-txt" href="https://www.linkedin.com/shareArticle?mini=true&title=Getting%20Started%20with%20Your%20SMB%27s%20First%20AWS%20Cloud%20Project&source=Amazon%20Web%20Services&url=https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"><span class="icon-linkedin-square"></span></a> </li> <li> <a class="lb-txt" href="mailto:?subject=Getting%20Started%20with%20Your%20SMB%27s%20First%20AWS%20Cloud%20Project&body=Getting%20Started%20with%20Your%20SMB%27s%20First%20AWS%20Cloud%20Project%0A%0Ahttps://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" target="_blank" rel="noopener noreferrer" aria-label="Share on Email"><span class="icon-envelope-square"></span></a> </li> <li class="blog-share-dialog-url"><input type="text" value="https://aws.amazon.com/blogs/smb/getting-started-with-your-smbs-first-aws-cloud-project/" title="Link to Getting Started with Your SMB’s First AWS Cloud Project" readonly data-share-dialog-url></li> </ul> </div> </footer> <section class="blog-post-excerpt lb-rtxt" property="description"> <p>AWS empowers SMBs to overcome cloud adoption challenges, equipping them with strategies and insights needed to thrive in an increasingly digital world.</p> </section> </div> </div> </article> <div class="blog-pagination"> <div class="lb-btn"> <a href="https://aws.amazon.com/blogs/smb/page/2/" class="lb-btn-p"><span>← Older posts</span></a> </div> </div> </main> </div> </div> <div class="awsm"> <footer id="aws-page-footer" class="m-page-footer" role="contentinfo"> <div class="data-attr-wrapper lb-none-v-margin lb-xb-grid-wrap" style="background-color:#141f2e;" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="footer" data-da-so-version="a"> <div class="lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-3 lb-large-xb-5"> <div class="lb-xbcol"> <div class="data-attr-wrapper lb-small-hide lb-btn" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="footer_buttons" data-da-so-url="all" data-da-so-version="footer_signin-mobile-default"> <a class="lb-btn-p-primary" href="https://console.aws.amazon.com/console/home?nc1=f_ct&src=footer-signin-mobile" role="button"> <span> Sign In to the Console</span> </a> </div> <h3 class="lb-txt-none lb-txt-white lb-tiny-v-margin lb-h3 lb-title"> Learn About AWS</h3> <ul class="lb-txt-white lb-ul lb-list-style-none lb-li-micro-v-margin lb-tiny-ul-block" style="margin-bottom:0px;"> <li><a href="https://aws.amazon.com/what-is-aws/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What Is AWS?</a></li> <li><a href="https://aws.amazon.com/what-is-cloud-computing/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What Is Cloud Computing?</a></li> <li><a href="https://aws.amazon.com/accessibility/?nc1=f_cc" target="_blank" rel="noopener noreferrer">AWS Accessibility</a></li> <li><a href="https://aws.amazon.com/devops/what-is-devops/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What Is DevOps?</a></li> <li><a href="https://aws.amazon.com/containers/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What Is a Container?</a></li> <li><a href="https://aws.amazon.com/what-is/data-lake/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What Is a Data Lake?</a></li> <li><a href="https://aws.amazon.com/what-is/artificial-intelligence/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What is Artificial Intelligence (AI)?</a></li> <li><a href="https://aws.amazon.com/what-is/generative-ai/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What is Generative AI?</a></li> <li><a href="https://aws.amazon.com/what-is/machine-learning/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What is Machine Learning (ML)?</a></li> <li><a href="https://aws.amazon.com/security/?nc1=f_cc" target="_blank" rel="noopener noreferrer">AWS Cloud Security</a></li> <li><a href="https://aws.amazon.com/new/?nc1=f_cc" target="_blank" rel="noopener noreferrer">What's New</a></li> <li><a href="https://aws.amazon.com/blogs/?nc1=f_cc" target="_blank" rel="noopener noreferrer">Blogs</a></li> <li><a href="https://press.aboutamazon.com/press-releases/aws" target="_blank" rel="noopener noreferrer" title="Press Releases" alt="Press Releases">Press Releases</a></li> </ul> </div> <div class="lb-xbcol"> <h3 class="lb-txt-none lb-txt-white lb-tiny-v-margin lb-h3 lb-title"> Resources for AWS</h3> <ul class="lb-txt-white lb-ul lb-list-style-none lb-li-micro-v-margin lb-tiny-ul-block" style="margin-bottom:0px;"> <li><a href="https://aws.amazon.com/getting-started/?nc1=f_cc" target="_blank" rel="noopener noreferrer">Getting Started</a></li> <li><a href="https://aws.amazon.com/training/?nc1=f_cc" target="_blank" rel="noopener noreferrer">Training and Certification</a></li> <li><a href="https://aws.amazon.com/trust-center/?nc1=f_cc" target="_blank" rel="noopener noreferrer">AWS Trust Center</a></li> <li><a href="https://aws.amazon.com/solutions/?nc1=f_cc" target="_blank" rel="noopener noreferrer">AWS Solutions Library</a></li> <li><a href="https://aws.amazon.com/architecture/?nc1=f_cc" target="_blank" rel="noopener noreferrer">Architecture Center</a></li> <li><a href="https://aws.amazon.com/faqs/?nc1=f_dr" target="_blank" rel="noopener noreferrer">Product and Technical FAQs</a></li> <li><a href="https://aws.amazon.com/resources/analyst-reports/?nc1=f_cc" target="_blank" rel="noopener noreferrer">Analyst Reports</a></li> <li><a href="https://aws.amazon.com/partners/work-with-partners/?nc1=f_dr" target="_blank" rel="noopener noreferrer">AWS Partners</a></li> </ul> </div> <div class="lb-xbcol"> <h3 class="lb-txt-none lb-txt-white lb-tiny-v-margin lb-h3 lb-title"> Developers on AWS</h3> <ul class="lb-txt-white lb-ul lb-list-style-none lb-li-micro-v-margin lb-tiny-ul-block" style="margin-bottom:0px;"> <li><a href="https://aws.amazon.com/developer/?nc1=f_dr" target="_blank" rel="noopener noreferrer">Developer Center</a></li> <li><a href="https://aws.amazon.com/developer/tools/?nc1=f_dr" target="_blank" rel="noopener noreferrer">SDKs & Tools</a></li> <li><a href="https://aws.amazon.com/developer/language/net/?nc1=f_dr" target="_blank" rel="noopener noreferrer">.NET on AWS</a></li> <li><a href="https://aws.amazon.com/developer/language/python/?nc1=f_dr" target="_blank" rel="noopener noreferrer">Python on AWS</a></li> <li><a href="https://aws.amazon.com/developer/language/java/?nc1=f_dr" target="_blank" rel="noopener noreferrer">Java on AWS</a></li> <li><a href="https://aws.amazon.com/developer/language/php/?nc1=f_cc" target="_blank" rel="noopener noreferrer">PHP on AWS</a></li> <li><a href="https://aws.amazon.com/developer/language/javascript/?nc1=f_dr" target="_blank" rel="noopener noreferrer">JavaScript on AWS</a></li> </ul> </div> <div class="lb-xbcol"> <h3 class="lb-txt-none lb-txt-white lb-tiny-v-margin lb-h3 lb-title"> Help</h3> <ul class="lb-txt-white lb-ul lb-list-style-none lb-li-micro-v-margin lb-tiny-ul-block" style="margin-bottom:0px;"> <li><a href="https://aws.amazon.com/contact-us/?nc1=f_m" target="_blank" rel="noopener noreferrer">Contact Us</a></li> <li><a href="https://iq.aws.amazon.com/?utm=mkt.foot/?nc1=f_m" target="_blank" rel="noopener noreferrer">Get Expert Help</a></li> <li><a href="https://console.aws.amazon.com/support/home/?nc1=f_dr" target="_blank" rel="noopener noreferrer">File a Support Ticket</a></li> <li><a href="https://repost.aws/?nc1=f_dr" target="_blank" rel="noopener noreferrer">AWS re:Post</a></li> <li><a href="https://repost.aws/knowledge-center/?nc1=f_dr" target="_blank" rel="noopener noreferrer">Knowledge Center</a></li> <li><a href="https://aws.amazon.com/premiumsupport/?nc1=f_dr" target="_blank" rel="noopener noreferrer">AWS Support Overview</a></li> <li><a href="https://aws.amazon.com/legal/?nc1=f_cc" target="_blank" rel="noopener noreferrer">Legal</a></li> <li><a href="https://aws.amazon.com/careers/">AWS Careers</a></li> </ul> <div class="lb-mbox js-mbox" data-lb-comp="mbox" data-lb-comp-ignore="true" data-mbox="en_footer-v3_addl-help"> </div> </div> <div class="lb-xbcol"> <div class="lb-mbox js-mbox" data-lb-comp="mbox" data-lb-comp-ignore="true" data-mbox="en_footer-v3_cta"> <div class="data-attr-wrapper lb-tiny-hide lb-small-show lb-btn" data-da-type="so" data-da-so-type="viewport" data-da-so-language="en" data-da-so-category="monitoring" data-da-so-name="footer_buttons" data-da-so-url="all" data-da-so-version="footer_signup-default"> <a class="lb-btn-p-primary" href="https://portal.aws.amazon.com/gp/aws/developer/registration/index.html?nc1=f_ct&src=default" role="button"> <span> Create an AWS Account</span> </a> </div> </div> <div class="lb-xb-grid-wrap" style="padding-left:0px; margin-top:20px; margin-bottom:0px;"> <div class="lb-xb-grid lb-row-max-large lb-xb-equal-height lb-snap lb-gutter-collapse lb-vgutter-collapse lb-tiny-xb-4"> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-left:0px; padding-right:5px;" href="https://twitter.com/awscloud" target="_blank" rel="noopener noreferrer" title="Twitter" alt="Twitter"> <i class="icon-twitter lb-before"></i></a> </div> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-none-v-margin lb-txt" style="padding-right:5px;" href="https://www.facebook.com/amazonwebservices" target="_blank" rel="noopener noreferrer" title="Facebook" alt="Facebook"> <i class="icon-facebook lb-before"></i></a> </div> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-right:5px;" href="https://www.linkedin.com/company/amazon-web-services/" target="_blank" rel="noopener noreferrer" title="Linkedin" alt="Linkedin"> <i class="icon-linkedin lb-before"></i></a> </div> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-right:5px;" href="https://www.instagram.com/amazonwebservices/" target="_blank" rel="noopener noreferrer" title="Instagram" alt="Instagram"> <i class="icon-instagram lb-before"></i></a> </div> </div> </div> <div class="lb-xb-grid-wrap" style="padding-left:0px; margin-top:10px;"> <div class="lb-xb-grid lb-row-max-large lb-xb-equal-height lb-snap lb-gutter-collapse lb-vgutter-collapse lb-tiny-xb-4"> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-right:5px;" href="https://www.twitch.tv/aws" target="_blank" rel="noopener noreferrer" title="Twitch" alt="Twitch"> <i class="icon-twitch lb-before"></i></a> </div> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-right:5px;" href="https://www.youtube.com/user/AmazonWebServices/Cloud/" target="_blank" rel="noopener noreferrer" title="YouTube" alt="YouTube"> <i class="icon-youtube lb-before"></i></a> </div> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-right:5px;" href="https://aws.amazon.com/podcasts/" target="_blank" rel="noopener noreferrer" title="Podcast" alt="Podcast"> <i class="icon-podcast lb-before"></i></a> </div> <div class="lb-xbcol"> <a class="lb-txt-none lb-txt-white lb-none-pad lb-txt" style="padding-right:5px;" href="https://pages.awscloud.com/communication-preferences?trk=homepage" target="_blank" rel="noopener noreferrer" title="Email" alt="Email"> <i class="icon-envelope-o lb-before"></i></a> </div> </div> </div> <div class="lb-txt-normal lb-txt-white lb-txt-14 lb-rtxt" style="color:#eaeded; margin-top:0px;"> <div> Amazon is an Equal Opportunity Employer: <i> Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age.</i> </div> </div> </div> </div> </div> <div class="lb-none-pad lb-none-v-margin lb-xb-grid-wrap" style="background-color:#141f2e;"> <div class="lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1"> <div class="lb-xbcol"> <ul class="lb-txt-white lb-tiny-iblock lb-none-v-margin lb-ul lb-list-style-none lb-li-micro-v-margin lb-tiny-ul-iblock"> <li class="lb-txt-bold">Language</li> <li data-language="ar" lang="ar-SA" translate="no"><a href="https://aws.amazon.com/ar/?nc1=h_ls">عربي</a></li> <li data-language="id" lang="id-ID" translate="no"><a href="https://aws.amazon.com/id/?nc1=h_ls">Bahasa Indonesia</a></li> <li data-language="de" lang="de-DE" translate="no"><a href="https://aws.amazon.com/de/?nc1=h_ls">Deutsch</a></li> <li data-language="en" lang="en-US" translate="no"><a href="https://aws.amazon.com/?nc1=h_ls">English</a></li> <li data-language="es" lang="es-ES" translate="no"><a href="https://aws.amazon.com/es/?nc1=h_ls">Español</a></li> <li data-language="fr" lang="fr-FR" translate="no"><a href="https://aws.amazon.com/fr/?nc1=h_ls">Français</a></li> <li data-language="it" lang="it-IT" translate="no"><a href="https://aws.amazon.com/it/?nc1=h_ls">Italiano</a></li> <li data-language="pt" lang="pt-BR" translate="no"><a href="https://aws.amazon.com/pt/?nc1=h_ls">Português</a></li> <li data-language="vi" lang="vi-VN" translate="no"><a href="https://aws.amazon.com/vi/?nc1=f_ls">Tiếng Việt</a></li> <li data-language="tr" lang="tr-TR" translate="no"><a href="https://aws.amazon.com/tr/?nc1=h_ls">Türkçe</a></li> <li data-language="ru" lang="ru-RU" translate="no"><a href="https://aws.amazon.com/ru/?nc1=h_ls">Ρусский</a></li> <li data-language="th" lang="th-TH" translate="no"><a href="https://aws.amazon.com/th/?nc1=f_ls">ไทย</a></li> <li data-language="jp" lang="ja-JP" translate="no"><a href="https://aws.amazon.com/jp/?nc1=h_ls">日本語</a></li> <li data-language="ko" lang="ko-KR" translate="no"><a href="https://aws.amazon.com/ko/?nc1=h_ls">한국어</a></li> <li data-language="cn" lang="zh-CN" translate="no"><a href="https://aws.amazon.com/cn/?nc1=h_ls">中文 (简体)</a></li> <li data-language="tw" lang="zh-TW" translate="no"><a href="https://aws.amazon.com/tw/?nc1=h_ls">中文 (繁體)</a></li> </ul> </div> </div> </div> <div class="lb-none-pad lb-none-v-margin lb-xb-grid-wrap" style="background-color:#EAEDED; padding-top:5px;"> <div class="lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1"> <div class="lb-xbcol"> <div class="lb-mbox js-mbox" data-lb-comp="mbox" data-lb-comp-ignore="true" data-mbox="en_footer-legal-links"> <ul class="lb-txt-squid lb-none-v-margin lb-ul lb-list-style-none lb-li-none-v-margin lb-tiny-ul-iblock"> <li><a href="https://aws.amazon.com/privacy/?nc1=f_pr">Privacy</a></li> <li>|</li> <li><a href="https://aws.amazon.com/accessibility/?nc1=f_acc">Accessibility</a></li> <li>|</li> <li><a href="https://aws.amazon.com/terms/?nc1=f_pr">Site Terms</a></li> <li>|</li> <li data-cookie-consent-modal="1"><a href="#"> Cookie Preferences </a></li> <li>|</li> <li>© 2025, Amazon Web Services, Inc. or its affiliates. All rights reserved.</li> </ul> </div> </div> </div> </div> </footer> </div> <div id="aws-page-end"></div> <div id="lb-page-end"></div> <script src="https://a0.awsstatic.com/da/js/1.0.50/aws-da.js" async></script> <script src="https://a0.awsstatic.com/aws-blog/1.0.83/js/vendor/prism.js" data-default-language="markup"></script> </body> </html>