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<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><title>Introducing Data Portal: Real-Time Enterprise Data Management</title><meta name="robots" content="index,follow"/><meta name="description" content="StarTree's Data Portal brings reliability and control to real-time data operations, bridging the gap of managing batch and real-time data."/><meta property="og:title" content="Introducing Data Portal: Real-Time Enterprise Data Management"/><meta property="og:description" content="StarTree's Data Portal brings reliability and control to real-time data operations, bridging the gap of managing batch and real-time data."/><meta property="og:url" content="https://startree.ai/resources/introducing-data-portal"/><meta property="og:image" content="https://startree.wpenginepowered.com/wp-content/uploads/2024/11/11212024-data-portal_preview-1024x576.png"/><link rel="canonical" href="https://startree.ai/resources/introducing-data-portal"/><meta name="viewport" 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class="overflow-hidden pt-12 lg:pt-24"><div class="container !max-w-[1120px]"><div class="flex items-center gap-[18px] divide-x divide-ocean"><div class="text-label-l text-ocean">Resources</div><span class="text-label-l pl-6 text-ocean">Blog</span></div><h1 class="text-h2 mt-4 text-indigo">Introducing Data Portal: Enterprise Data Management Built for Real-Time Speed</h1><hr class="my-6 border-black/5 md:mb-8 md:mt-16"/><div class="flex flex-col gap-y-4 sm:flex-row sm:items-center sm:gap-x-4 sm:gap-y-0 md:gap-x-10"><div class="flex items-center gap-x-[14px] border-black/5 max-sm:col-span-2 max-sm:border-b max-sm:pb-3"><div class="relative size-[52px] shrink-0 overflow-hidden rounded-full bg-indigo"><img alt="Kait Hobson" loading="lazy" decoding="async" data-nimg="fill" class="fade-in relative z-10 opacity-100 transition-opacity duration-200 h-full w-full object-cover object-center" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="100vw" srcSet="/_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=320&q=75 320w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=412&q=75 412w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F12%2FKait-Hobson.jpeg&w=3840&q=75"/></div><div><div class="text-18 text-indigo">Kait Hobson</div><div class="text-label-l mt-1 text-indigo-600">GTM Marketing Director</div></div></div><div><div class="text-label-l text-indigo-600">released on</div><div class="text-16 mt-1 text-indigo">November 21, 2024</div></div><div><div class="text-label-l text-indigo-600">READ TIME</div><div class="text-16 mt-1 text-indigo">5 min</div></div></div></div></section><section id="form" class="relative isolate overflow-x-clip bg-white pt-[28px] md:pt-12 lg:pt-20 pb-[56px] md:pb-24 lg:pb-[160px]"><div class="container"><div class="relative mx-auto flex w-full max-w-[1120px] flex-wrap gap-x-10 gap-y-10 max-lg:flex-col xl:gap-x-16"><div aria-hidden="true" class="pointer-events-none absolute left-[-590px] top-[-400px] -z-10 size-[780px] rounded-full bg-[radial-gradient(50%_50%_at_50%_50%,_#21c6dc_0%,_rgba(255,198,31,0.00)_100%)] opacity-60 md:left-[-950px] md:size-[1052px]"></div><div aria-hidden="true" class="pointer-events-none absolute right-[-600px] top-[-400px] -z-10 size-[780px] rounded-full bg-[radial-gradient(50%_50%_at_50%_50%,_#f94f8d_0%,_rgba(255,198,31,0.00)_100%)] opacity-60 md:right-[-1100px] md:size-[1135px]"></div><div class="w-full shrink-0 space-y-10 md:space-y-20 lg:max-w-[70%] xl:max-w-[800px]"><div class="space-y-10 md:space-y-20"><div class="space-y-9" id=""><div class="text-18 text-block prose text-indigo"><p><span style="font-weight: 400;">Data Portal is a </span><a href="https://www.globenewswire.com/news-release/2024/11/20/2984361/0/en/StarTree-Unveils-New-Features-to-Tackle-Data-Management-and-Security-Challenges-for-Scaling-Real-Time-Analytics.html"><span style="font-weight: 400;">new offering</span></a><span style="font-weight: 400;"> in StarTree Cloud that brings enterprise-grade reliability and control to real-time data operations. It addresses the fundamental mismatch between traditional data management practices, built for batch processing, and the demands of real-time analytics.聽</span></p> <p><i><span style="font-weight: 400;">Note: Data Portal will subsume the capabilities of StarTree Cloud鈥檚 Data Manager.</span></i></p> </div></div><div class="space-y-9" id="challenge"><div class="text-18 text-block prose text-indigo"><h2>The real-time challenge: Why traditional approaches fail</h2> <p><span style="font-weight: 400;">Modern enterprises face an exponential increase in data complexity, with real-time ingestion rates now reaching tens of millions of messages per second. Traditional batch-oriented tools鈥攄esigned for predictable overnight processing鈥攃annot meet the demands of millisecond-scale analytics. Success in real-time data management requires maintaining peak performance and security while handling dynamic data structures, continuous schema evolution, and uninterrupted data streams. This represents a fundamental shift in how organizations must approach their data architecture.</span></p> <p><span style="font-weight: 400;">The gap between batch-oriented architectures and real-time requirements is evident across key areas of data management:</span></p> </div><div><div class="lg:hidden"><div><div class="space-y-6"><button type="button" class="flex w-full justify-between gap-4 border-t border-black/[0.06] pt-6 text-left text-[16px] font-semibold leading-[1.2] text-indigo"><p>Query optimization</p> <svg class="w-5 shrink-0 text-indigo transition-transform duration-500 sm:w-[26px] rotate-0" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 26 27"><path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.625" d="M20.313 6.188 5.688 20.813M20.313 20.813 5.688 6.188"></path></svg></button><div class=""><div class="space-y-4 overflow-hidden" style="height:0px;opacity:0;will-change:opacity"><div class="last-of-type:pb-5"><div class="text-[16px] font-semibold leading-[1.2] text-indigo">Batch processing</div><div class="mt-1 text-[14px] leading-normal text-indigo"><p>Manual analysis & tuning, scheduled optimization cycles</p> </div></div><div class="last-of-type:pb-5"><div class="text-[16px] font-semibold leading-[1.2] text-indigo">Real-time requirements</div><div class="mt-1 text-[14px] leading-normal text-indigo"><p>Instant performance optimization for high QPS workloads</p> </div></div></div></div></div><div class="space-y-6"><button type="button" class="flex w-full justify-between gap-4 border-t border-black/[0.06] pt-6 text-left text-[16px] font-semibold leading-[1.2] text-indigo"><p>Schema management</p> <svg class="w-5 shrink-0 text-indigo transition-transform duration-500 sm:w-[26px] rotate-[225deg]" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 26 27"><path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.625" d="M20.313 6.188 5.688 20.813M20.313 20.813 5.688 6.188"></path></svg></button><div class=""></div></div><div class="space-y-6"><button type="button" class="flex w-full justify-between gap-4 border-t border-black/[0.06] pt-6 text-left text-[16px] font-semibold leading-[1.2] text-indigo"><p>Data consistency</p> <svg class="w-5 shrink-0 text-indigo transition-transform duration-500 sm:w-[26px] rotate-[225deg]" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 26 27"><path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.625" d="M20.313 6.188 5.688 20.813M20.313 20.813 5.688 6.188"></path></svg></button><div class=""></div></div><div class="space-y-6"><button type="button" class="flex w-full justify-between gap-4 border-t border-black/[0.06] pt-6 text-left text-[16px] font-semibold leading-[1.2] text-indigo"><p>Security &#038; access control</p> <svg class="w-5 shrink-0 text-indigo transition-transform duration-500 sm:w-[26px] rotate-[225deg]" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 26 27"><path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.625" d="M20.313 6.188 5.688 20.813M20.313 20.813 5.688 6.188"></path></svg></button><div class=""></div></div></div></div><div class="hidden overflow-hidden rounded-md lg:block"><div class="flex divide-x divide-black/[0.06] bg-sky-200"><div class="flex-1 px-4 py-[11px] text-[16px] font-semibold leading-[1.2] text-indigo">Area</div><div class="flex-1 px-4 py-[11px] text-[16px] font-semibold leading-[1.2] text-indigo">Batch processing</div><div class="flex-1 px-4 py-[11px] text-[16px] font-semibold leading-[1.2] text-indigo">Real-time requirements</div></div><div class="divide-y divide-black/[0.06]"><div class="flex divide-x divide-black/[0.06] bg-sky-25"><div class="flex-1 px-4 py-[11px] text-[14px] font-medium leading-normal text-indigo"><p>Query optimization</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Manual analysis & tuning, scheduled optimization cycles</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Instant performance optimization for high QPS workloads</p> </div></div><div class="flex divide-x divide-black/[0.06] bg-sky-25"><div class="flex-1 px-4 py-[11px] text-[14px] font-medium leading-normal text-indigo"><p>Schema management</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Planned downtime, isolated environments, predictable loads</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Zero-downtime evolution, high throughput, latency sensitivity</p> </div></div><div class="flex divide-x divide-black/[0.06] bg-sky-25"><div class="flex-1 px-4 py-[11px] text-[14px] font-medium leading-normal text-indigo"><p>Data consistency</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Periodic gap checks, scheduled reprocessing, manual corrections</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Faster means to achieve consistency, real-time flow maintenance</p> </div></div><div class="flex divide-x divide-black/[0.06] bg-sky-25"><div class="flex-1 px-4 py-[11px] text-[14px] font-medium leading-normal text-indigo"><p>Security & access control</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Scheduled permission updates, manual role assignment, periodic security checks</p> </div><div class="flex-1 px-4 py-[11px] text-[14px] leading-normal text-indigo [&_a]:text-blue-600 [&_code]:rounded [&_code]:bg-gray-100 [&_code]:px-1"><p>Rapid permission changes, real-time access control, secure streaming</p> </div></div></div></div></div><div class="text-18 text-block prose text-indigo"><p><span style="font-weight: 400;">Bridging this gap has long been a barrier to adoption, forcing organizations to accept compromises in either performance or control. Meanwhile, data teams face expanding table sizes, soaring ingestion rates, and a widening skills gap.</span></p> </div><figure><img alt="Real-time data management vs batch data management" loading="lazy" width="993" height="492" decoding="async" data-nimg="1" class="fade-in relative z-10 opacity-100 transition-opacity duration-200 undefined" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F11%2F11252024-data_portal-blog_graphic_1-v1.png&w=1080&q=75 1x, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F11%2F11252024-data_portal-blog_graphic_1-v1.png&w=2048&q=75 2x" src="/_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F11%2F11252024-data_portal-blog_graphic_1-v1.png&w=2048&q=75"/></figure></div><div class="space-y-9" id="data-portal"><div class="text-18 text-block prose text-indigo"><h2>Data Portal in StarTree Cloud: Enterprise data management for real time</h2> <p><span style="font-weight: 400;">Data Portal in StarTree Cloud addresses these challenges, bringing the reliability and control enterprises require to the dynamic world of real-time analytics. Powered by machine learning and advanced automation capabilities, Data Portal helps organizations maintain enterprise-grade security and reliability without sacrificing speed.</span></p> <h3>Key features</h3> <p><b>Performance Manager: </b><span style="font-weight: 400;">Replaces manual query optimization with ML-driven recommendations and guided index selection. Performance Manager analyzes query patterns to provide one-click optimizations, delivering up to 4x faster queries while balancing storage costs.</span></p> <p><b>Schema Evolution:</b><span style="font-weight: 400;"> Enables zero-downtime schema updates in continuous data flows, allowing users to add or modify columns, fields or indexes while the system runs. Ensures continuous query availability during structural changes.</span></p> <p><b>Data Backfill:</b><span style="font-weight: 400;"> Automates the detection and filling of data gaps, enabling seamless reloading of data from past events without impacting real-time operations. Maintains consistency across datasets through an automated workflow.</span></p> <p><b>Role-Based Access Control (RBAC):</b><span style="font-weight: 400;"> Delivers fast, fine-grained permission enforcement across the data plane. Simplifies user administration while maintaining strict security standards, even when data is ingested and analyzed in sub-second windows.</span></p> </div><figure><img alt="The technical benefits of StarTree Cloud's new Data Portal" loading="lazy" width="908" height="252" decoding="async" data-nimg="1" class="fade-in relative z-10 opacity-100 transition-opacity duration-200 undefined" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F11%2F11252024-data_portal-blog_graphic_2-v1.png&w=1080&q=75 1x, /_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F11%2F11252024-data_portal-blog_graphic_2-v1.png&w=1920&q=75 2x" src="/_next/image?url=https%3A%2F%2Fstartree.wpenginepowered.com%2Fwp-content%2Fuploads%2F2024%2F11%2F11252024-data_portal-blog_graphic_2-v1.png&w=1920&q=75"/></figure></div><div class="space-y-9" id="impact"><div class="text-18 text-block prose text-indigo"><h3>Business impact</h3> <p><span style="font-weight: 400;">Across industries, from financial trading to digital advertising, organizations face mounting pressure to make decisions in real-time. When milliseconds matter, even brief delays can result in missed opportunities, fraud incidents, or lost customers. Data Portal transforms these challenges into competitive advantages by combining enterprise controls with real-time processing:聽</span></p> <p><b>Intelligent Automation:</b><span style="font-weight: 400;"> Transform from manual query optimization cycles to instant, ML-powered query performance improvements</span></p> <p><b>Always-On Operations:</b><span style="font-weight: 400;"> Move from scheduled maintenance windows to continuous, zero-downtime evolution</span></p> <p><b>Competitive Advantage:</b><span style="font-weight: 400;"> Shift from end-of-day processing to real-time insights and instant decision-making</span></p> <p><span style="font-weight: 400;">The business costs of delayed insights continue to rise. Fraud needs to be stopped instantly, inventory decisions can鈥檛 wait for overnight batch processing and customers expect personalized experiences in the moment. With Data Portal, these use cases become not just possible, but practical to implement at enterprise scale.</span></p> </div></div><div class="space-y-9" id="get-started"><div class="text-18 text-block prose text-indigo"><h2>Get started with Data Portal</h2> <p><span style="font-weight: 400;">Data Portal is available in private preview for StarTree Cloud customers and prospects, with general availability planned for Q1 2025. The service is accessible across major cloud platforms including AWS, Google Cloud, and Microsoft Azure, enabling organizations to implement real-time analytics capabilities regardless of their cloud infrastructure.</span></p> <p><span style="font-weight: 400;">Ready to experience the power of real-time analytics without compromising on enterprise controls? </span><a href="/demo"><span style="font-weight: 400;">Book a demo</span></a><span style="font-weight: 400;"> of Data Portal to see these features in action, or if you have specific needs or want to speak with a member of our team.</span></p> </div><div class="flex self-start"><a target="" class=" " href="/demo"><div class="text-center rounded-full focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-white px-[25px] relative overflow-hidden group isolate overflow-hidden py-3 md:px-8 md:py-4 text-link-m bg-turmeric text-indigo" type="button"><div>Book a demo</div><div class="absolute -z-10 size-[98px] bg-[radial-gradient(50%_50%_at_50%_50%,_#FFFFFF_0%,_rgba(233,248,255,0.00)_100%)] opacity-0 transition-[opacity,transform] group-hover:opacity-100" style="left:0px;top:0px"><div class="absolute inset-0 m-auto size-14 bg-[radial-gradient(50%_50%_at_50%_50%,_#A6E8F1_0%,_rgba(233,248,255,0.00)_100%)]"></div></div></div></a></div></div></div></div><aside class="hide-scrollbars flex-1 space-y-7 lg:sticky lg:top-24 lg:self-start lg:max-w-[256px]"><div class="max-md:hidden rounded-lg bg-white px-5 py-6 ring-1 ring-sky-25"><h5 class="text-indigo text-h8">Table of contents</h5><div class="mt-[25px] space-y-[25px]"><a class="block transition-colors duration-300 text-ocean" href="/resources/introducing-data-portal#challenge">The real-time challenge</a><a class="block transition-colors duration-300 text-ocean" href="/resources/introducing-data-portal#data-portal">Key features of Data Portal</a><a class="block transition-colors duration-300 text-ocean" 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It addresses the fundamental mismatch between traditional data management practices, built for batch processing, and the demands of real-time analytics.聽\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003ci\u003e\u003cspan style=\"font-weight: 400;\"\u003eNote: Data Portal will subsume the capabilities of StarTree Cloud鈥檚 Data Manager.\u003c/span\u003e\u003c/i\u003e\u003c/p\u003e\n"}]},{"acf_fc_layout":"content","anchor_id":"challenge","content_blocks":[{"acf_fc_layout":"text_block","text":"\u003ch2\u003eThe real-time challenge: Why traditional approaches fail\u003c/h2\u003e\n\u003cp\u003e\u003cspan style=\"font-weight: 400;\"\u003eModern enterprises face an exponential increase in data complexity, with real-time ingestion rates now reaching tens of millions of messages per second. Traditional batch-oriented tools鈥攄esigned for predictable overnight processing鈥攃annot meet the demands of millisecond-scale analytics. Success in real-time data management requires maintaining peak performance and security while handling dynamic data structures, continuous schema evolution, and uninterrupted data streams. 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Meanwhile, data teams face expanding table sizes, soaring ingestion rates, and a widening skills gap.\u003c/span\u003e\u003c/p\u003e\n"},{"acf_fc_layout":"image","image":{"url":"https://startree.wpenginepowered.com/wp-content/uploads/2024/11/11252024-data_portal-blog_graphic_1-v1.png","alt":"Real-time data management vs batch data management","width":993,"height":492}}]},{"acf_fc_layout":"content","anchor_id":"data-portal","content_blocks":[{"acf_fc_layout":"text_block","text":"\u003ch2\u003eData Portal in StarTree Cloud: Enterprise data management for real time\u003c/h2\u003e\n\u003cp\u003e\u003cspan style=\"font-weight: 400;\"\u003eData Portal in StarTree Cloud addresses these challenges, bringing the reliability and control enterprises require to the dynamic world of real-time analytics. 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