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1</head><body class="roboto_e8856934-module__I5B-FW__variable roboto_mono_efbf8654-module__9VRPSa__variable inter_4a2bd491-module__TnTv9W__variable fontmonumentgrotesk_baa2206b-module__p4C0aa__variable"><div hidden=""><!--$--><!--/$--></div><div><main><img class="hidden" referrerPolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=eeda7703-5e0c-47f0-81f7-2829472b63b7" alt=""/><div class="style-module-scss-module__mU84pa__gl-new-animated-hero"><div class="style-module-scss-module__mU84pa__gradient-background"><div class="style-module-scss-module__mU84pa__gradient-orb-1"></div><div class="style-module-scss-module__mU84pa__gradient-orb-2"></div><div class="style-module-scss-module__mU84pa__gradient-orb-3"></div></div><div class="container flex h-full flex-col justify-center"><div class="style-module-scss-module__mU84pa__gl-new-animated-hero-content"><div class="style-module-scss-module__mU84pa__gl-new-animated-hero-left"><div class="style-module-scss-module__mU84pa__gl-new-animated-hero-title-container"><h1 class="style-module-scss-module__mU84pa__new-animated-hero-title">Real-Time Data.<!-- --> <span class="bg-gradient-to-r from-[#337EF0] to-[#62F4C0] bg-clip-text text-transparent">Smarter Agents.</span></h1></div><p class="style-module-scss-module__mU84pa__description">Ingest, transform, and serve live data to your<!-- --> <span class="font-medium text-primary">agents</span> and<!-- --> <span class="font-medium text-primary">applications</span>. Deliver to managed Apache Iceberg™ tables for<!-- --> <span class="font-medium text-primary">analytics</span>, powered by Apache DataFusion™. Agent-friendly.</p><div><div class="style-module-scss-module__mU84pa__buttons"><a class="style-module-scss-module__mU84pa__btn style-module-scss-module__mU84pa__primary-btn mr-4 px-5 py-2.5 md:px-12 md:py-[14px]" href="https://cta-service-cms2.hubspot.com/web-interactives/public/v1/track/redirect?encryptedPayload=AVxigLIaHq9bV2ny%2Bylsa2ufL0aDuPwRHOnPeLB8Dg8h3WWdPj%2Fg5HXOjsxb%2FhdWQgEX2mh109JeIBvFte7pCD3RrX5ahG43fTSJi%2BQ5AO3w7aeF12T8Yla48tly6s4wGZx%2BUZ%2BjcMy9Mi7KXuXPpVJjsS4CIsfkjZFXrMlCWSA0F3%2B8zFuEyfPgWtPK&amp;webInteractiveContentId=171085305230&amp;portalId=24308934">Start Free</a><button class="style-module-scss-module__mU84pa__btn style-module-scss-module__mU84pa__secondary-btn px-5 py-2 md:px-[22px] md:py-[14px]">Talk to Sales</button></div><div class="style-module-scss-module__mU84pa__link w-fit cursor-pointer"><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M7.50005 1.04999C7.74858 1.04999 7.95005 1.25146 7.95005 1.49999V8.41359L10.1819 6.18179C10.3576 6.00605 10.6425 6.00605 10.8182 6.18179C10.994 6.35753 10.994 6.64245 10.8182 6.81819L7.81825 9.81819C7.64251 9.99392 7.35759 9.99392 7.18185 9.81819L4.18185 6.81819C4.00611 6.64245 4.00611 6.35753 4.18185 6.18179C4.35759 6.00605 4.64251 6.00605 4.81825 6.18179L7.05005 8.41359V1.49999C7.05005 1.25146 7.25152 1.04999 7.50005 1.04999ZM2.5 10C2.77614 10 3 10.2239 3 10.5V12C3 12.5539 3.44565 13 3.99635 13H11.0012C11.5529 13 12 12.5528 12 12V10.5C12 10.2239 12.2239 10 12.5 10C12.7761 10 13 10.2239 13 10.5V12C13 13.1041 12.1062 14 11.0012 14H3.99635C2.89019 14 2 13.103 2 12V10.5C2 10.2239 2.22386 10 2.5 10Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg>Download open-source RisingWave</div></div></div><div class="style-module-scss-module__mU84pa__gl-new-animated-hero-right relative md:min-h-[450px]"><!--$--><!--$!--><template data-dgst="BAILOUT_TO_CLIENT_SIDE_RENDERING"></template><!--/$--><!--/$--><a class="group absolute bottom-6 right-6 flex items-center gap-2.5 overflow-hidden rounded-full border border-[#62F4C0]/30 bg-[#081F29]/80 px-5 py-2.5 text-sm font-medium text-white/90 shadow-[0_0_20px_rgba(98,244,192,0.15)] backdrop-blur-md transition-all duration-300 hover:-translate-y-0.5 hover:border-[#62F4C0]/60 hover:shadow-[0_0_30px_rgba(98,244,192,0.3)] hover:text-white" href="/demos/"><span class="absolute inset-0 -translate-x-full animate-[shimmer_3s_ease-in-out_infinite] bg-gradient-to-r from-transparent via-white/10 to-transparent"></span><span class="relative inline-block h-2 w-2 rounded-full bg-[#62F4C0] shadow-[0_0_8px_rgba(98,244,192,0.6
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class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/Prisjakt.4f8a44be.svg" alt="Prisjakt" width="150" height="45" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/spreetail.a241b8a3.svg" alt="Spreetail" width="140" height="42" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/zenobe.59b7d5cd.svg" alt="Zenobē" width="150" height="28" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/lightspark.04a8a563.svg" alt="Lightspark" width="150" height="29" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon style-module-scss-module__JyBPQa__klp-icon" src="/_next/static/media/klp.8cdafe91.svg" alt="KLP" width="70" height="42" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/raft.009f6cd0.svg" alt="Raft" width="130" height="32" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/Hunt-Club.2a4cced8.svg" alt="Hunt Club" width="140" height="36" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/atome.64cf2416.svg" alt="neuron" width="150" height="80" loading="lazy"/></div><div class="style-module-scss-module__JyBPQa__logo"><img class="style-module-scss-module__JyBPQa__icon" src="/_next/static/media/Charger-Logistics.0892e
1c18.png" alt="Charger Logistics" width="110" height="30" loading="lazy"/></div></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div><div class="style-module-scss-module__xGHagG__product-info-container"><div class="container style-module-scss-module__xGHagG__product-container"><div class="style-module-scss-module__xGHagG__product-text-part"><h2 class="style-module-scss-module__xGHagG__section-title">Why RisingWave</h2><h2 class="style-module-scss-module__xGHagG__product-title">How does RisingWave power agents, apps, and analytics?</h2><div class="style-module-scss-module__xGHagG__product-desc">RisingWave continuously ingests from event streams, databases, and data lakes, processes data in real time, and delivers results to agents, applications, and analytics. Row storage for low-latency serving. Managed Iceberg™ and DataFusion™ for lake analytics. One platform, PostgreSQL-compatible SQL, sub-100ms freshness.</div></div><div class="style-module-scss-module__xGHagG__product-image-part"><!--$--><!--/$--></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div><div class="style-module-scss-module__wnfoiW__resources-container"><div class="container style-module-scss-module__wnfoiW__resources-background"><div class="style-module-scss-module__wnfoiW__resources-text-part"><h2 class="style-module-scss-module__wnfoiW__section-title">What are teams shipping with live data?</h2></div><div class="style-module-scss-module__wnfoiW__resources-cards"><div class="flex flex-col rounded-lg border border-[#E5E7E7] bg-[#FAFAFA] p-5 transition-all duration-300 ease-[cubic-bezier(0.22,0.84,0.48,0.99)] hover:-translate-y-1 hover:border-[rgba(0,94,236,0.2)] hover:shadow-[0_12px_32px_rgba(0,0,0,0.1),0_4px_8px_rgba(0,0,0,0.06)]"><div><img class="mx-auto w-3/5 md:w-full" decoding="async" loading="lazy" src="/_next/static/media/Monitoring.7589fe81.png" alt="Real-time Monitoring and Alerting" width="494" height="404"/></div><div class="mb-2 mt-5 text-lg font-medium">Real-time Monitoring and Alerting</div><p class="flex-1 text-base leading-[150%] text-grey-06">Continuously monitor event streams to detect anomalies the moment they occur. Your agents get notified instantly, with no polling and no delay.</p><a class="mt-4 inline-flex items-center gap-1.5 text-sm font-medium uppercase text-[#005EEC] transition-all hover:gap-2.5" href="/use-cases/use-case-monitoring-and-alerting/">Learn more <span>→</span></a></div><div class="flex flex-col rounded-lg border border-[#E5E7E7] bg-[#FAFAFA] p-5 transition-all duration-300 ease-[cubic-bezier(0.22,0.84,0.48,0.99)] hover:-translate-y-1 hover:border-[rgba(0,94,236,0.2)] hover:shadow-[0_12px_32px_rgba(0,0,0,0.1),0_4px_8px_rgba(0,0,0,0.06)]"><div><img class="mx-auto w-3/5 md:w-full" decoding="async" loading="lazy" src="/_next/static/media/ETL.858804da.png" alt="Real-time Data Enrichment" width="494" height="404"/></div><div class="mb-2 mt-5 text-lg font-medium">Real-time Data Enrichment</div><p class="flex-1 text-base leading-[150%] text-grey-06">Build real-time enrichment pipelines that join live events with historical records. Your applications always serve the full picture, not a partial snapshot.</p><a class="mt-4 inline-flex items-center gap-1.5 text-sm font-medium uppercase text-[#005EEC] transition-all hover:gap-2.5" href="/use-cases/use-case-real-time-etl/">Learn more <span>→</span></a></div><div class="flex flex-col rounded-lg border border-[#E5E7E7] bg-[#FAFAFA] p-5 transition-all duration-300 ease-[cubic-bezier(0.22,0.84,0.48,0.99)] hover:-translate-y-1 hover:border-[rgba(0,94,236,0.2)] hover:shadow-[0_12px_32px_rgba(0,0,0,0.1),0_4px_8px_rgba(0,0,0,0.06)]"><div><img class="mx-auto w-3/5 md:w-full" decoding="async" loading="lazy" src="/_next/static/media/Analysis.e26e03da.png" alt="IoT and Telemetry" width="494" height="404"/></div><div class="mb-2 mt-5 text-lg font-medium">IoT and Telemetry</div><p class="flex-1 text-base leading-[150%] text-grey-06">Process sensor and device data as it streams in. Detect patterns, trigger workflows, and feed applications and agents that respond to physical events.</p><a class="mt-4 inline-flex items-center gap-1.5 text-sm font-medium uppercase text-[#005EEC] transition-all hover:gap-2.5" href="/use-cases/use-case-feature-engineering/">Learn more <span>→</span></a></div>
1<div class="flex flex-col rounded-lg border border-[#E5E7E7] bg-[#FAFAFA] p-5 transition-all duration-300 ease-[cubic-bezier(0.22,0.84,0.48,0.99)] hover:-translate-y-1 hover:border-[rgba(0,94,236,0.2)] hover:shadow-[0_12px_32px_rgba(0,0,0,0.1),0_4px_8px_rgba(0,0,0,0.06)]"><div><img class="mx-auto w-3/5 md:w-full" decoding="async" loading="lazy" src="/_next/static/media/lakehouse.90f34370.png" alt="Streaming Lakehouse" width="494" height="404"/></div><div class="mb-2 mt-5 text-lg font-medium">Streaming Lakehouse</div><p class="flex-1 text-base leading-[150%] text-grey-06">Continuously write to Apache Iceberg without orchestrators or compactors. Your analytical models always query fresh data.</p><a class="mt-4 inline-flex items-center gap-1.5 text-sm font-medium uppercase text-[#005EEC] transition-all hover:gap-2.5" href="/use-cases/use-case-continuous-analytics/">Learn more <span>→</span></a></div></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div><div class="style-module-scss-module__9BmDUW__use-cases-container"><div class="style-module-scss-module__9BmDUW__use-cases-top"><img decoding="async" loading="lazy" src="/_next/static/media/bg.b8507467.png" alt="RW" width="1440" height="200"/></div><div class="style-module-scss-module__9BmDUW__use-cases-background"><div class="container style-module-scss-module__9BmDUW__container"><div class="style-module-scss-module__9BmDUW__use-cases-title-container"><div class="style-module-scss-module__9BmDUW__first-title"> Industries</div><h4 class="style-module-scss-module__9BmDUW__use-cases-title">How RisingWave Can Help Your Business</h4></div><div class="style-module-scss-module__9BmDUW__accordion-grid style-module-scss-module__9BmDUW__desktop"><div class="style-module-scss-module__9BmDUW__accordion-container"><div class="style-module-scss-module__9BmDUW__accordion-item style-module-scss-module__9BmDUW__active"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:4px"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-0" style="transition:width 10s linear"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>Financial Services</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content style-module-scss-module__9BmDUW__active-content"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Fraud detection</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Intraday risk management</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Compliance and regulatory reporting</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Portfolio management</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-financial-services/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-1" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>Energy</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Anomaly detection</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Energy consumption monitoring</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Energy trading</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Predictive maintenance</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>EV charging management</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-energy/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-2" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>Manufacturing</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Advanced anomaly detection and remediation</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Quality control and compliance</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Predictive maintenance</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Supply chain optimization</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Integrated decision support</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-manufacturing/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-3" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>Sports Betting</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Live betting odds calculation</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Personalized use experiences</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Risk management</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Content moderation</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Dynamic Ad Insertion</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-sports-betting/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-4" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>Logistics</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Real-time fleet management</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Delivery tracking</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Inventory management</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Cost management</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Dynamic scheduling</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-logistics/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-5" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>AD/Marketing Tech</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Customer 360</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Real-time bidding</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Personalized ad delivery</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Audience segmentation</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>A/B testing</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-ad-marketing-tec/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-6" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>E-Commerce</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Inventory management</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Personalized recommendation</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Dynamic pricing</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Churn prevention and prediction</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Payment processing</span
1></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-e-commerce/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__accordion-item"><div class="style-module-scss-module__9BmDUW__progress-background" style="height:0"><div class="style-module-scss-module__9BmDUW__progress-bar" id="progress-bar-7" style="width:0%"></div></div><div class="style-module-scss-module__9BmDUW__accordion-header"><div class="style-module-scss-module__9BmDUW__header-title"> <span>Healthcare</span><div class="style-module-scss-module__9BmDUW__chevron-down"> <img decoding="async" loading="lazy" src="/_next/static/media/chevron-down.45377dd5.svg" alt="RW" width="16" height="16"/></div></div></div><div class="style-module-scss-module__9BmDUW__accordion-content !duration-0"><div class="style-module-scss-module__9BmDUW__accordion-info-list"><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Real-time patient monitoring</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Predictive maintenance</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Supply chain optimization</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Integrated decision support</span></div><div class="style-module-scss-module__9BmDUW__accordion-info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Personalized recommendation</span></div></div> <a class="style-module-scss-module__9BmDUW__accordion-content-bottom" href="/use-cases/solution-healthcare/"> <span>Learn More</span><img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div></div><div class="style-module-scss-module__9BmDUW__use-cases-right relative"><div class="style-module-scss-module__9BmDUW__use-cases-img"><img decoding="async" loading="lazy" src="/_next/static/media/image1.cae015f0.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image style-module-scss-module__9BmDUW__active" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image2.87cf0bdf.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image3.15e4fc49.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image4.79e06776.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image5.e5fdd45b.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image6.7b7cf8e3.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image7.22473259.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/><img decoding="async" loading="lazy" src="/_next/static/media/image8.284f5110.svg" class="style-module-scss-module__9BmDUW__accordion-image accordion-image" alt="RW" width="600" height="450"/></div><a class="group absolute bottom-4 right-4 flex items-center gap-2.5 overflow-hidden rounded-full border border-[#62F4C0]/30 bg-[#081F29]/80 px-5 py-2.5 text-sm font-medium text-white/90 shadow-[0_0_20px_rgba(98,244,192,0.15)] backdrop-blur-md transition-all duration-300 hover:-translate-y-0.5 hover:border-[#62F4C0]/60 hover:shadow-[0_0_30px_rgba(98,244,192,0.3)] hover:text-white" href="/demos/solana-dex-analytics/"><span class="inline-block h-2 w-2 rounded-full bg-[#62F4C0] shadow-[0_0_8px_rgba(98,244,192,0.6
1)] animate-pulse"></span><span>Live Demo</span><svg class="h-3.5 w-3.5 text-[#62F4C0] transition-transform duration-200 group-hover:translate-x-0.5" viewBox="0 0 16 16" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M6 12L10 8L6 4"></path></svg></a></div></div><div class="use-cases-list style-module-scss-module__9BmDUW__tablet style-module-scss-module__9BmDUW__use-cases-list"><div class="style-module-scss-module__9BmDUW__use-cases-list-item"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image1.cae015f0.svg" alt="Financial Services" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>Financial Services</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Fraud detection</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Intraday risk management</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Compliance and regulatory reporting</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Portfolio management</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-financial-services/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image2.87cf0bdf.svg" alt="Energy" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>Energy</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Anomaly detection</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Energy consumption monitoring</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Energy trading</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Predictive maintenance</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>EV charging management</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-energy/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image3.15e4fc49.svg" alt="Manufacturing" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>Manufacturing</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Advanced anomaly detection and remediation</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Supply chain optimization</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Quality control and compliance</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Predictive maintenance</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Operational efficiency and resource optimization</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-manufacturing/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="use-cases-list-item style-module-scss-module__9BmDUW__use-cases-list-item style-module-scss-module__9BmDUW__hidden"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image4.79e06776.svg" alt="Sports Betting" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>Sports Betting</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Live betting odds calculation</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Content moderation</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Personalized use experiences</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Dynamic Ad Insertion</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Risk management</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-sports-betting/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="use-cases-list-item style-module-scss-module__9BmDUW__use-cases-list-item style-module-scss-module__9BmDUW__hidden"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image5.e5fdd45b.svg" alt="Logistics" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>Logistics</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Real-time fleet management</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Cost management</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Delivery tracking</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Dynamic scheduling</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Inventory management</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-financial-services/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="use-cases-list-item style-module-scss-module__9BmDUW__use-cases-list-item style-module-scss-module__9BmDUW__hidden"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image6.7b7cf8e3.svg" alt="AD/Marketing Tech" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>AD/Marketing Tech</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Customer 360</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Audience segmentation</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Real-time bidding</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>A/B testing</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Personalized ad delivery</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-ad-marketing-tec/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="use-cases-list-item style-module-scss-module__9BmDUW__use-cases-list-item style-module-scss-module__9BmDUW__hidden"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image7.22473259.svg" alt="E-Commerce" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>E-Commerce</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Inventory management</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Churn prevention and prediction</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Personalized recommendation</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Payment processing</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Dynamic pricing</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-e-commerce/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="use-cases-list-item style-module-scss-module__9BmDUW__use-cases-list-item style-module-scss-module__9BmDUW__hidden"><div class="style-module-scss-module__9BmDUW__use-cases-list-item-img"> <img decoding="async" loading="lazy" src="/_next/static/media/image8.284f5110.svg" alt="Healthcare" width="400" height="300"/></div><div class="style-module-scss-module__9BmDUW__use-cases-list-item-container"><div class="style-module-scss-module__9BmDUW__use-cases-list-title"> <span>Healthcare</span></div><div class="style-module-scss-module__9BmDUW__use-cases-list-desc"><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Real-time patient monitoring and alerts</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Operational efficiency and resource optimization</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Clinical decision support</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Drug and treatment effectiveness monitoring</div></div><div class="style-module-scss-module__9BmDUW__use-cases-info-item"> <img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><div>Emergency response optimization</div></div></div> <a class="style-module-scss-module__9BmDUW__use-cases-content-bottom" href="/use-cases/solution-
1healthcare/"> <span>Learn More</span> <img decoding="async" loading="lazy" src="/_next/static/media/arrow.54b08d08.svg" alt="RW" width="16" height="16"/> </a></div></div><div class="style-module-scss-module__9BmDUW__use-cases-list-bottom"> <button class="view uses case" id="toggle-view">View All Use Cases</button></div></div></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div class="bg-[#F4F4F5]"><div class="style-module-scss-module__ev6DYq__cost-efficiency-container"><div class="style-module-scss-module__ev6DYq__cost-efficiency-flex"><div class="style-module-scss-module__ev6DYq__cost-efficiency-left"><img decoding="async" loading="lazy" class="style-module-scss-module__ev6DYq__desktop" src="/_next/static/media/cloud_native.7731f4d9.png" alt="RW" width="600" height="500"/><img decoding="async" loading="lazy" class="style-module-scss-module__ev6DYq__tablet" src="/_next/static/media/cloud_native_tablet.60a48ae2.png" alt="RW" width="600" height="400"/></div><div class="style-module-scss-module__ev6DYq__cost-efficiency-right"><div class="style-module-scss-module__ev6DYq__cost-efficiency-card"><h2 class="style-module-scss-module__ev6DYq__section-title">How does RisingWave reduce costs?</h2><h2 class="style-module-scss-module__ev6DYq__cost-efficiency-title">Why is RisingWave built on<br/>a cloud-native architecture?</h2><div class="style-module-scss-module__ev6DYq__cost-efficiency-desc">RisingWave leverages a decoupled compute and storage architecture to achieve 10x cost efficiency.</div><div class="style-module-scss-module__ev6DYq__info-list"><div class="style-module-scss-module__ev6DYq__info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Efficient streaming joins</span></div><div class="style-module-scss-module__ev6DYq__info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Transparent dynamic scaling</span></div><div class="style-module-scss-module__ev6DYq__info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Instant failure recovery</span></div><div class="style-module-scss-module__ev6DYq__info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Speedy bootstrapping and backfilling</span></div><div class="style-module-scss-module__ev6DYq__info-item"><img decoding="async" loading="lazy" src="/_next/static/media/check.6b8ad818.svg" alt="RW" width="20" height="20"/><span>Highly concurrent low-latency serving</span></div></div></div></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div><div class="style-module-scss-module__bvOCoq__advanced-container"><div class="container"><div class="style-module-scss-module__bvOCoq__advanced-img"><img decoding="async" loading="lazy" src="/_next/static/media/RWandPOST.885d1b06.png" alt="RW and POST" width="480" height="120"/></div><div class="style-module-scss-module__bvOCoq__advanced-text-part"><h2 class="style-module-scss-module__bvOCoq__advanced-title">How can you start simple and go advanced with RisingWave?</h2><p class="style-module-scss-module__bvOCoq__advanced-desc">PostgreSQL compatibility and Rust efficiency make RisingWave the easiest, most cost-effective way to power your most demanding event streaming workloads.</p></div><div class="style-module-scss-module__bvOCoq__advanced-cards"><div class="style-module-scss-module__bvOCoq__advanced-card"><svg xmlns="http://www.w3.org/2000/svg" width="44" height="44" viewBox="0 0 44 44" fill="none"><g clip-path="url(#clip0_1276_14895)"><path d="M5 35.5114L18 35.5115C18 35.5115 19.2982 35.3765 20.25 36.0114C21.2018 36.6464 21.25 38.5114 23.875 39.0114C24.2294 39.0789 25 39.0872 25 39.0872L28.5 39.0872" stroke="#005EEC" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path><path d="M4.99993 19.5003C4.99993 19.5003 15.0939 19.5003 16.7969 19.5003C18.5 19.5003 19.8 18.2031 19.8 17" stroke="#005EEC" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path><path d="M19.8 17.4667C19.8 14.3864 19.8 12.8462 20.3995 11.6697C20.9268 10.6348 21.7682 9.79343 22.8031 9.26613C23.9796 8.66667 25.5198 8.66667 28.6001 8.66667H28.9667M28.9667 8.66667C28.9667 10.6917 30.6083 12.3333 32.6334 12.3333C34.6584 12.3333 36.3001 10.6917 36.3001 8.66667C36.3001 6.64162 34.6584 5 32.6334 5C30.6083 5 28.9667 6.64162 28.9667 8.66667Z" stroke="#005EEC" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path><path d="M25.6667 33.3333C27.6917 33.3333 29.3333 31.6917 29.3333 29.6667C29.3333 27.6416 27.6917 26 25.6667 26C23.6416 26 22 27.6416 22 29.6667C22 31.6917 23.6416 33.3333 25.6667 33.3333Z" fill="#005EEC"></path><path d="M5 30L23 30" stroke="#005EEC" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path><path d="M22 22L34 22" stroke="#99BFF7" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path><path d="M32.6667 43.3333C34.6917 43.3333 36.3333 41.6917 36.3333 39.6667C36.3333 37.6416 34.6917 36 32.6667 36C30.6416 36 29 37.6416 29 39.6667C29 41.6917 30.6416 43.3333 32.6667 43.3333Z" stroke="#99BFF7" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path><path d="M36.6667 25.3333C38.6917 25.3333 40.3333 23.6917 40.3333 21.6667C40.3333 19.6416 38.6917 18 36.6667 18C34.6416 18 33 19.6416 33 21.6667C33 23.6917 34.6416 25.3333 36.6667 25.3333Z" fill="#99BFF7"></path><path d="M4.99997 25.0003C4.99997 25.0003 12.9352 25.0003 15.9385 25.0003C16.1842 25.0003 16.307 25.0003 16.5933 24.9558C16.7345 24.9338 17.2041 24.8104 17.3378 24.76C17.609 24.658 17.5801 24.6744 17.5916 24.6678C19.9069 23.3603 19.8 19.9172 19.8 17.5" stroke="#005EEC" stroke-width="1.38" stroke-linecap="round" stroke-linejoin="round"></path></g><defs><clipPath id="clip0_1276_14895"><rect width="44" height="44" fill="white"></rect></clipPath></defs></svg><div class="style-module-scss-module__bvOCoq__card-title">Stream Processing Primitives</div><p class="style-module-scss-module__bvOCoq__card-desc">Define precise event-time semantics using watermarks, windows, and temporal filters.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg xmlns="http://www.w3.org/2000/svg" width="44" height="44" viewBox="0 0 44 44" fill="none"><path d="M31.1661 5.5L19.0727 22.4308C18.5374 23.1802 18.2698 23.5549 18.2814 23.8673C18.2915 24.1393 18.4219 24.3927 18.6373 24.559C18.8848 24.75 19.3452 24.75 20.2662 24.75H29.3328L27.4995 38.5L39.5929 21.5692C40.1282 20.8198 40.3959 20.4451 40.3843 20.1327C40.3742 19.8607 40.2438 19.6073 40.0283 19.441C39.7808 19.25 39.3204 19.25 38.3995 19.25H29.3328L31.1661 5.5Z" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M16.4994 32.0834H6.41602M11.916 22.0001H3.66602M16.4994 11.9167H7.33268" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">Ultra-Low Latency &amp; Consistency</div><p class="style-module-scss-module__bvOCoq__card-desc">Deliver results in under 100 ms while maintaining transactional consistency across views and joins.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg width="44" height="44" viewBox="0 0 44 44" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M7.33171 40.3332C9.35675 40.3332 10.9984 38.6915 10.9984 36.666
15C10.9984 34.6415 9.35675 32.9998 7.33171 32.9998C5.30666 32.9998 3.66504 34.6415 3.66504 36.6665C3.66504 38.6915 5.30666 40.3332 7.33171 40.3332Z" stroke="#99BFF7" stroke-width="1.56278" stroke-linecap="round" stroke-linejoin="round"></path><path d="M36.665 40.3332C38.6901 40.3332 40.3317 38.6915 40.3317 36.6665C40.3317 34.6415 38.6901 32.9998 36.665 32.9998C34.64 32.9998 32.9984 34.6415 32.9984 36.6665C32.9984 38.6915 34.64 40.3332 36.665 40.3332Z" stroke="#99BFF7" stroke-width="1.56278" stroke-linecap="round" stroke-linejoin="round"></path><path d="M7.33171 10.9998C9.35675 10.9998 10.9984 9.35822 10.9984 7.33317C10.9984 5.30813 9.35675 3.6665 7.33171 3.6665C5.30666 3.6665 3.66504 5.30813 3.66504 7.33317C3.66504 9.35822 5.30666 10.9998 7.33171 10.9998Z" stroke="#99BFF7" stroke-width="1.56278" stroke-linecap="round" stroke-linejoin="round"></path><path d="M36.665 10.9998C38.6901 10.9998 40.3317 9.35822 40.3317 7.33317C40.3317 5.30813 38.6901 3.6665 36.665 3.6665C34.64 3.6665 32.9984 5.30813 32.9984 7.33317C32.9984 9.35822 34.64 10.9998 36.665 10.9998Z" stroke="#99BFF7" stroke-width="1.56278" stroke-linecap="round" stroke-linejoin="round"></path><path d="M36.3333 21.6667C36.3333 29.7668 29.7668 36.3333 21.6667 36.3333M36.3333 21.6667C36.3333 13.5665 29.7668 7 21.6667 7M36.3333 21.6667H7M21.6667 36.3333C13.5665 36.3333 7 29.7668 7 21.6667M21.6667 36.3333C25.3352 32.3171 27.421 27.105 27.5343 21.6667C27.421 16.2283 25.3352 11.0163 21.6667 7M21.6667 36.3333C17.9981 32.3171 15.9143 27.105 15.801 21.6667C15.9143 16.2283 17.9981 11.0163 21.6667 7M7 21.6667C7 13.5665 13.5665 7 21.6667 7" stroke="#005EEC" stroke-width="1.56278" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">Complex Joins</div><p class="style-module-scss-module__bvOCoq__card-desc">Run multi-way joins across dozens of data streams and perform as-of joins between live and historical data.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg xmlns="http://www.w3.org/2000/svg" width="44" height="44" viewBox="0 0 44 44" fill="none"><path d="M3.66675 22.0001L21.3442 30.8388C21.5847 30.959 21.7049 31.0192 21.831 31.0428C21.9428 31.0638 22.0574 31.0638 22.1691 31.0428C22.2952 31.0192 22.4155 30.959 22.656 30.8388L40.3334 22.0001M12.8334 26.5834L3.66675 31.1667L21.3442 40.0055C21.5847 40.1257 21.7049 40.1858 21.831 40.2095C21.9428 40.2305 22.0574 40.2305 22.1691 40.2095C22.2952 40.1858 22.4155 40.1257 22.656 40.0055L40.3334 31.1667L31.1667 26.5834M40.3334 22.0001L31.1667 17.4167M12.8334 17.4167L3.66675 22.0001" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M22.6553 3.99466C22.4148 3.87441 22.2945 3.81429 22.1684 3.79062C22.0567 3.76966 21.942 3.76966 21.8303 3.79062C21.7042 3.81429 21.5839 3.87441 21.3434 3.99466L3.66602 12.8334L21.3434 21.6721C21.5839 21.7923 21.7042 21.8525 21.8303 21.8761C21.942 21.8971 22.0567 21.8971 22.1684 21.8761C22.2945 21.8525 22.4148 21.7923 22.6553 21.6721L40.3327 12.8334L22.6553 3.99466Z" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">Cascading Materialized Views</div><p class="style-module-scss-module__bvOCoq__card-desc">Stack MVs on top of each other to build layered transformations, each incrementally updated.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg xmlns="http://www.w3.org/2000/svg" width="44" height="44" viewBox="0 0 44 44" fill="none"><path d="M38.5 14.3333L38.5 37.3921C38.5 40.1262 31.1667 42.3333 22 42.3333C12.8333 42.3333 5.5 40.1262 5.5 37.3921L5.5 14.3333M38.5 29.8815C38.5 32.6156 31.1667 34.8227 22 34.8227C12.8333 34.8227 5.5 32.6156 5.5 29.8815" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M38.5 14.3333V22.3404C38.5 25.1031 31.1667 27.3333 22 27.3333C12.8333 27.3333 5.5 25.1031 5.5 22.3404L5.5 14.3333" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M29 9.56689C35.6684 10.2087 38.5 12.1 38.5 14.3332C38.5 17.0946 31.1127 19.3332 22 19.3332C12.8873 19.3332 5.5 17.0946 5.5 14.3332C5.5 12.1562 7.59144 10.2533 14 9.56689" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M26.5 11.5L21.6678 16.2501L16.5 11.5M21.7168 5C21.7168 5 21.7343 15.3982 21.6678 16.0001" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">CDC with Advanced Backfill</div><p class="style-module-scss-module__bvOCoq__card-desc">Capture database changes with exactly-once semantics, including TOAST columns. Parallel, locality-aware backfill speeds up onboarding.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg xmlns="http://www.w3.org/2000/svg" width="44" height="44" viewBox="0 0 44 44" fill="none"><path d="M41.6166 21.0833L37.951 24.75L34.2832 21.0833M38.3993 23.8333C38.4658 23.2314 38.5 22.6197 38.5 22C38.5 12.8873 31.1127 5.5 22 5.5C12.8873 5.5 5.5 12.8873 5.5 22C5.5 31.1127 12.8873 38.5 22 38.5C27.1833 38.5 31.8084 36.1099 34.8333 32.3718" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M22 12.8335V22.0002L27.5 25.6668" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">Time Travel Queries</div><p class="style-module-scss-module__bvOCoq__card-desc">Query past states of materialized views to reconstruct history for audits or backtesting.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg width="44" height="44" viewBox="0 0 44 44" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M39.2005 40.6665C39.7139 40.6665 39.9706 40.6665 40.1667 40.5665C40.3391 40.4787 40.4794 40.3384 40.5673 40.166C40.6672 39.9699 40.6672 39.7132 40.6672 39.1998V20.1332C40.6672 19.6198 40.6672 19.3631 40.5673 19.1671C40.4794 18.9946 40.3391 18.8544 40.1667 18.7665C39.9706 18.6666 39.7139 18.6666 39.2005 18.6666L34.8005 18.6666C34.2871 18.6666 34.0305 18.6666 33.8344 18.7665C33.6619 18.8543 33.5217 18.9946 33.4338 19.1671C33.3339 19.3631 33.3339 19.6198 33.3339 20.1332V24.5332C33.3339 25.0466 33.3339 25.3033 33.234 25.4993C33.1461 25.6718 33.0058 25.8121 32.8334 25.8999C32.6373 25.9999 32.3806 25.9999 31.8672 25.9999H27.4672C26.9538 25.9999 26.6972 25.9999 26.5011 26.0998C26.3286 26.1876 26.1884 26.3279 26.1005 26.5004C26.0006 26.6964 26.0006 26.9531 26.0006 27.4665V31.8665C26.0006 32.3799 26.0006 32.6366 25.9007 32.8327C25.8128 33.0051 25.6725 33.1454 25.5001 33.2332C25.304 33.3332 25.0473 33.3332 24.5339 33.3332H20.1339C19.6205 33.3332 
119.3639 33.3332 19.1678 33.4331C18.9953 33.521 18.8551 33.6612 18.7672 33.8337C18.6673 34.0297 18.6673 34.2864 18.6673 34.7998V39.1998C18.6673 39.7132 18.6673 39.9699 18.7672 40.1659C18.8551 40.3384 18.9953 40.4787 19.1678 40.5665C19.3639 40.6665 19.6205 40.6665 20.1339 40.6665L39.2005 40.6665Z" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M18.6673 12.7999C18.6673 12.2865 18.6673 12.0298 18.7672 11.8338C18.8551 11.6613 18.9953 11.521 19.1678 11.4332C19.3639 11.3333 19.6205 11.3333 20.1339 11.3333H24.5339C25.0473 11.3333 25.304 11.3333 25.5001 11.4332C25.6725 11.521 25.8128 11.6613 25.9007 11.8338C26.0006 12.0298 26.0006 12.2865 26.0006 12.7999V17.1999C26.0006 17.7133 26.0006 17.97 25.9007 18.166C25.8128 18.3385 25.6725 18.4788 25.5001 18.5666C25.304 18.6666 25.0473 18.6666 24.5339 18.6666H20.1339C19.6205 18.6666 19.3639 18.6666 19.1678 18.5666C18.9953 18.4788 18.8551 18.3385 18.7672 18.166C18.6673 17.97 18.6673 17.7133 18.6673 17.1999V12.7999Z" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M5.83398 23.7999C5.83398 23.2865 5.83398 23.0298 5.93389 22.8337C6.02178 22.6612 6.16201 22.521 6.33449 22.4331C6.53058 22.3332 6.78727 22.3332 7.30064 22.3332H11.7006C12.214 22.3332 12.4707 22.3332 12.6668 22.4331C12.8393 22.521 12.9795 22.6612 13.0674 22.8337C13.1673 23.0298 13.1673 23.2865 13.1673 23.7999V28.1998C13.1673 28.7132 13.1673 28.9699 13.0674 29.166C12.9795 29.3385 12.8393 29.4787 12.6668 29.5666C12.4707 29.6665 12.214 29.6665 11.7006 29.6665H7.30064C6.78727 29.6665 6.53058 29.6665 6.33449 29.5666C6.16201 29.4787 6.02178 29.3385 5.93389 29.166C5.83398 28.9699 5.83398 28.7132 5.83398 28.1998V23.7999Z" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M4 5.46666C4 4.95328 4 4.69659 4.09991 4.50051C4.18779 4.32803 4.32803 4.18779 4.50051 4.09991C4.69659 4 4.95328 4 5.46666 4H9.86664C10.38 4 10.6367 4 10.8328 4.09991C11.0053 4.18779 11.1455 4.32803 11.2334 4.50051C11.3333 4.69659 11.3333 4.95328 11.3333 5.46666V9.86664C11.3333 10.38 11.3333 10.6367 11.2334 10.8328C11.1455 11.0053 11.0053 11.1455 10.8328 11.2334C10.6367 11.3333 10.38 11.3333 9.86664 11.3333H5.46666C4.95328 11.3333 4.69659 11.3333 4.50051 11.2334C4.32803 11.1455 4.18779 11.0053 4.09991 10.8328C4 10.6367 4 10.38 4 9.86664V5.46666Z" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">Periodic Batch Ingestion</div><p class="style-module-scss-module__bvOCoq__card-desc">Incrementally load and refresh data from Iceberg, Snowflake, and BigQuery alongside live streams.</p></div><div class="style-module-scss-module__bvOCoq__advanced-card"><svg xmlns="http://www.w3.org/2000/svg" width="44" height="44" viewBox="0 0 44 44" fill="none"><path d="M16.5 5.07642L16.5 38.0764M14.3 5.07642H29.7C32.7803 5.07642 34.3204 5.07642 35.4969 5.67588C36.5318 6.20318 37.3732 7.04458 37.9005 8.07947C38.5 9.25598 38.5 10.7961 38.5 13.8764V29.2764C38.5 32.3567 38.5 33.8969 37.9005 35.0734C37.3732 36.1083 36.5318 36.9496 35.4969 37.477C34.3204 38.0764 32.7803 38.0764 29.7 38.0764H14.3C11.2197 38.0764 9.67957 38.0764 8.50305 37.477C7.46816 36.9496 6.62677 36.1083 6.09946 35.0734C5.5 33.8969 5.5 32.3567 5.5 29.2764V13.8764C5.5 10.7961 5.5 9.25598 6.09946 8.07947C6.62677 7.04458 7.46816 6.20318 8.50305 5.67588C9.67957 5.07642 11.2197 5.07642 14.3 5.07642Z" stroke="#005EEC" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path><path d="M32.0834 20.7435H22.9167M32.0834 28.0768H22.9167M32.0834 13.4102H22.9167" stroke="#99BFF7" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><div class="style-module-scss-module__bvOCoq__card-title">Workload Isolation</div><p class="style-module-scss-module__bvOCoq__card-desc">Contain failures and checkpoints within databases and resource groups for predictable performance.</p></div></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div><div class="style-module-scss-module__VG6KKq__stream-processing"><div class="container style-module-scss-module__VG6KKq__container"><div class="style-module-scss-module__VG6KKq__stream-processing-container"><div class="style-module-scss-module__VG6KKq__stream-processing-info"><h2>One Platform for Agents, Applications, and Analytics</h2><div class="style-module-scss-module__VG6KKq__stream-processing-desc">Traditional data stacks require stitching together multiple systems, and every seam is a place where data goes stale. Your agents, applications, and analytics all pay the price.</div><div class="style-module-scss-module__VG6KKq__stream-processing-desc">RisingWave unifies ingestion, processing, serving, and storage into one consistent platform. Every layer of your stack gets live data. Your team skips the ops.</div></div><div class="style-module-scss-module__VG6KKq__stream-processing-table style-module-scss-module__VG6KKq__desktop"><table><thead><tr><th class="style-module-scss-module__VG6KKq__table-header">Capabilities</th><th class="style-module-scss-module__VG6KKq__table-header style-module-scss-module__VG6KKq__table-header-active">RisingWave</th><th class="style-module-scss-module__VG6KKq__table-header">Stream Processors</th><th class="style-module-scss-module__VG6KKq__table-header">Relational Databases</th></tr></thead><tbody><tr><td class="style-module-scss-module__VG6KKq__table-row-title">Streaming Ingestion</td><td class="style-module-scss-module__VG6KKq__table-col-even"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></td></tr><tr><td class="style-module-scss-module__VG6KKq__table-row-title">Stream Processing</td><td class="style-module-scss-module__VG6KKq__table-col-even"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></td></tr><tr><td class="style-module-scss-module__VG6KKq__table-row-title">Continuous Data Sink</td><td class="style-module-scss-module__VG6KKq__table-col-even"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></td></tr><tr><td class="style-module-scss-module__VG6KKq__table-row-title">Low-Latency Serving</td><td class="style-module-scss-module__VG6KKq__table-col-even"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></td></tr><tr><td class="style-module-scss-module__VG6KKq__table-row-title">Row Storage</td><td class="style-module-scss-module__VG6KKq__table-col-even"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></td></tr><tr><td class="style-module-scss-module__VG6KKq__table-row-title style-module-scss-module__VG6KKq__table-last-col">Columnar Storage</td><td class="style-module-scss-module__VG6KKq__table-col-even style-module-scss-module__VG6KKq__table-last-col"><strong class="text-white">Apache Iceberg™</strong></td><td class="style-module-scss-module__VG6KKq__table-col-odd style-module-scss-module__VG6KKq__table-last-col"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></td><td class="style-module-scss-module__VG6KKq__table-col-odd style-module-scss-module__VG6KKq__table-last-col">Proprietary</td></tr></tbody></table></div><div class="style-module-scss-module__VG6KKq__stream-processing-tabs stream-processing-tabs style-module-scss-module__VG6KKq__mobile"><div class="style-module-scss-module__VG6KKq__card-slider"><div class="style-module-scss-module__VG6KKq__slider-card-header style-module-scss-module__VG6KKq__slider-card-header-active"><div class=""><img decoding="async" loading="lazy" src="/_next/static/media/disable-left.262a12de.svg" alt="arrows-left" width="24" height="24"/></div><div class="style-module-scss-module__VG6KKq__card-title style-module-scss-module__VG6KKq__main-title">RisingWave</div><div class="style-module-scss-module__VG6KKq__next"><img decoding="async" loading="lazy" src="/_next/static/media/arrows-right.d7c18fd3.svg" alt="arrows-right" width="24" height="24"/></div></div><div class="style-module-scss-module__VG6KKq__slider-card-header"><div class="style-module-scss-module__VG6KKq__prev"><img decoding="async" loading="lazy" src="/_next/static/media/arrows-left.8977ecfd.svg" alt="arrows-left" width="24" height="24"/></div><div class="style-module-scss-module__VG6KKq__card-title">Stream Processors</div><div class="style-module-scss-module__VG6KKq__next"><img decoding="async" loading="lazy" src="/_next/static/media/arrows-right.d7c18fd3.svg" alt="arrows-right" width="24" height="24"/></div></div><div class="style-module-scss-module__VG6KKq__slider-card-header"><div class="style-module-scss-module__VG6KKq__prev"><img decoding="async" loading="lazy" src="/_next/static/media/arrows-left.8977ecfd.svg" alt="arrows-left" width="24" height="24"/></div><div class="style-module-scss-module__VG6KKq__card-title">Relational Databases</div><div><img decoding="async" loading="lazy" src="/_next/static/media/disable-right.f958ffea.svg" alt="arrows-right" width="24" height="24"/></div></div><div class="style-module-scss-module__VG6KKq__cards-wrapper" id="cards-wrapper" style="transform:translateX(0px)"><div class="style-module-scss-module__VG6KKq__stream-processin-card"><div class="style-module-scss-module__VG6KKq__card-content-list"><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Streaming Ingestion</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Stream Processing</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Continuous Data Sink</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Low-Latency Serving</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Row Storage</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Columnar Storage</div> <strong>Apache Iceberg™</strong></div></div></div></div><div class="style-module-scss-module__VG6KKq__stream-processin-card"><div class="style-module-scss-module__VG6KKq__card-content-list"><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Streaming Ingestion</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Stream Processing</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></div></div><div class="st
1yle-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Continuous Data Sink</div> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none"><g opacity="0.3"><circle cx="12" cy="12" r="12" fill="#005EEC"></circle><path stroke="#fff" stroke-width="2" d="m6 13.168 2.502 2.438a1 1 0 0 0 1.396 0L18 7.714"></path></g></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Low-Latency Serving</div> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Row Storage</div> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Columnar Storage</div> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></div></div></div></div><div class="style-module-scss-module__VG6KKq__stream-processin-card"><div class="style-module-scss-module__VG6KKq__card-content-list"><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Streaming Ingestion</div> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Stream Processing</div> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Continuous Data Sink</div> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none"><path stroke="#A0A0AB" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.167 10h11.666"></path></svg></div></div><div class="style-module-scss-module__VG6KKq__card-content-item"><div class="style-module-scss-module__VG6KKq__card-content-item-row"><div>Low-Latency Serving</div> <svg xmlns="http://www.w3.org/2000/svg" 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The Norwegian property company uses streaming SQL to bring customer, property, and operational information toge</div></div></div><div class="flex items-center justify-between px-[24px] py-[20px] text-[12px] font-medium leading-[18px] ResourceListItem-module-scss-module__z4SWmW__footer"><div class="font-roboto text-[#091720]">6 min read</div><div class="uppercase text-[#a0a0ab]" style="font-family:Monument Grotesk"></div></div><div class="px-[24px] py-[20px] text-right text-[12px] font-medium leading-[18px] ResourceListItem-module-scss-module__z4SWmW__read_more"><div class="font-roboto-mono uppercase text-background hover:text-[#a0a0ab]">Read More</div></div></a><a class="ResourceListItem-module-scss-module__z4SWmW__link flex flex-col justify-between rounded-xl bg-white shadow-lg" assets="[object Object]" href="/blog/from-stored-procedures-to-streaming-sql-how-radicant-rebuilt-its-core-banking-transaction-pipeline-on-risingwave/"><div><div class="h-[264px] overflow-hidden"><img loading="lazy" class="rounded-t-xl" src="https://cdn.hashnode.com/uploads/covers/66ebbfee74194892afa73d78/3488c22c-b484-4ae2-a8ff-c7e45dd010e6.png" alt="From Stored Procedures to Streaming SQL: How Radicant Rebuilt Its Core Banking Transaction Pipeline on RisingWave" width="400" height="264" style="aspect-ratio:400/264;object-fit:cover;width:100%"/></div><div class="px-[24px] py-[20px] ResourceListItem-module-scss-module__z4SWmW__info"><div class="mb-[10px] font-roboto-mono text-[14px] font-normal uppercase leading-[20px] text-[#005eec] ResourceListItem-module-scss-module__z4SWmW__category">[ <!-- -->blog<!-- --> ]</div><div class="mb-[10px] font-roboto text-[16px] font-medium leading-[24px] text-[#091720]" style="display:-webkit-box;-webkit-line-clamp:2;-webkit-box-orient:vertical;overflow:hidden">From Stored Procedures to Streaming SQL: How Radicant Rebuilt Its Core Banking Transaction Pipeline on RisingWave</div><div class="mb-[10px] font-roboto text-[14px] font-normal leading-[20px] ResourceListItem-module-scss-module__z4SWmW__excerpt">At a glance
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4The company
5Radicant is a Swiss digital bank built around sustainable investing, offering everyday accounts in multiple currencies, savings products, discretionary investment portfolios,</div></div></div><div class="flex items-center justify-between px-[24px] py-[20px] text-[12px] font-medium leading-[18px] ResourceListItem-module-scss-module__z4SWmW__footer"><div class="font-roboto text-[#091720]">10 min read</div><div class="uppercase text-[#a0a0ab]" style="font-family:Monument Grotesk"></div></div><div class="px-[24px] py-[20px] text-right text-[12px] font-medium leading-[18px] ResourceListItem-module-scss-module__z4SWmW__read_more"><div class="font-roboto-mono uppercase text-background hover:text-[#a0a0ab]">Read More</div></div></a><a class="ResourceListItem-module-scss-module__z4SWmW__link flex flex-col justify-between rounded-xl bg-white shadow-lg" assets="[object Object]" href="/blog/backfilling-in-risingwave-from-historical-initialization-to-continuous-streaming/"><div><div class="h-[264px] overflow-hidden"><img loading="lazy" class="rounded-t-xl" src="https://cdn.hashnode.com/uploads/covers/66ebbfee74194892afa73d78/f091fd4a-2efe-463d-9ee8-764c950e80a6.png" alt="Backfilling in RisingWave: From Historical Initialization to Continuous Streaming" width="400" height="264" style="aspect-ratio:400/264;object-fit:cover;width:100%"/></div><div class="px-[24px] py-[20px] ResourceListItem-module-scss-module__z4SWmW__info"><div class="mb-[10px] font-roboto-mono text-[14px] font-normal uppercase leading-[20px] text-[#005eec] ResourceListItem-module-scss-module__z4SWmW__category">[ <!-- -->blog<!-- --> ]</div><div class="mb-[10px] font-roboto text-[16px] font-medium leading-[24px] text-[#091720]" style="display:-webkit-box;-webkit-line-clamp:2;-webkit-box-orient:vertical;overflow:hidden">Backfilling in RisingWave: From Historical Initialization to Continuous Streaming</div><div class="mb-[10px] font-roboto text-[14px] font-normal leading-[20px] ResourceListItem-module-scss-module__z4SWmW__excerpt">Overview
6Backfilling is the process of using existing historical data to build the state of a data system. In broader data engineering, it involves filling missing records, correcting stale or incorre</div></div></div><div class="flex items-center justify-between px-[24px] py-[20px] text-[12px] font-medium leading-[18px] ResourceListItem-module-scss-module__z4SWmW__footer"><div class="font-roboto text-[#091720]">13 min read</div><div class="uppercase text-[#a0a0ab]" style="font-family:Monument Grotesk"></div></div><div class="px-[24px] py-[20px] text-right text-[12px] font-medium leading-[18px] ResourceListItem-module-scss-module__z4SWmW__read_more"><div class="font-roboto-mono uppercase text-background hover:text-[#a0a0ab]">Read More</div></div></a></div></div></div><div class="container style-module-scss-module__KTR28W__link-container style-module-scss-module__KTR28W__mobile"><a href="/blog" aria-labelledby="Read More about Our resources."><span> Read More<!-- -->  </span> <svg xmlns="http://www.w3.org/2000/svg" width="10" height="16" fill="none"><path stroke="#091720" stroke-linecap="square" stroke-width="1.5" d="m2 14.027 6-6-6-6"></path></svg></a></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div class="bg-[#F4F4F5] pb-0 pt-16 md:pt-24"><div class="Container-module-scss-module__JlzzPW__container"><p class="mb-3 text-center font-roboto-mono text-sm uppercase tracking-wider text-[#005EEC]">FAQ</p><h2 class="mb-12 text-center font-monument-grotesk text-2xl font-normal text-[#091720] md:text-[30px] md:leading-[39px]">What do developers ask about RisingWave?</h2><div class="mx-auto max-w-3xl">
6<div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">What is RisingWave?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">RisingWave is a distributed SQL streaming platform that ingests, transforms, and serves real-time data using PostgreSQL-compatible SQL. Unlike traditional stream processors, RisingWave has built-in storage and can serve low-latency queries directly — eliminating the need for separate databases, caches, or message queues in your real-time data stack.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">How does RisingWave compare to Apache Flink?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">RisingWave replaces Flink&#x27;s Java-based programming model with standard SQL, reducing development time from weeks to hours. It includes built-in state storage (no external RocksDB management), instant failure recovery (vs. minutes-to-hours with Flink), and decoupled compute-storage architecture for independent scaling. Both support exactly-once semantics.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">How does RisingWave compare to Apache Kafka?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">Kafka is a message broker for data transport. RisingWave is a streaming database that processes and serves data. They are complementary: RisingWave ingests from Kafka, performs complex transformations (joins, aggregations, windowing) via SQL, and serves results at low latency — replacing the need for Kafka Streams, ksqlDB, and separate serving databases.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">What are the typical use cases for RisingWave?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">RisingWave powers real-time analytics dashboards, fraud detection systems, monitoring and alerting pipelines, IoT telemetry processing, AI agent infrastru
6cture, trading systems, and streaming ETL into data lakes. RisingWave Ultra provides in-memory stream processing for workloads requiring sub-100ms latency. Any workload that requires continuous SQL processing over event streams is a fit for RisingWave.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">Is RisingWave compatible with PostgreSQL?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">Yes. RisingWave is wire-compatible with PostgreSQL, meaning you can connect using any PostgreSQL client, driver, or tool (psql, JDBC, Python psycopg2, etc.). You write standard SQL to define sources, materialized views, and sinks. There is no new language or API to learn.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">Does RisingWave support exactly-once processing?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">Yes. RisingWave guarantees exactly-once semantics with consistent snapshots and barrier-based checkpointing. Materialized views are always consistent — even across multi-way joins and complex streaming pipelines. This eliminates the data correctness issues common in eventually-consistent stream processors.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">How does RisingWave integrate with Apache Iceberg?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">RisingWave Open Lake provides managed Apache Iceberg table maintenance, including streaming ingestion, automatic compaction, and schema evolution. You can continuously sink processed data into Iceberg tables with a single SQL statement, making RisingWave the easiest path from real-time streams to a queryable lakehouse.</div></div><div class="border-b border-[#E5E4E7] py-5 transition-all"><div class="flex cursor-pointer items-center justify-between gap-4"><div class="text-base font-medium text-[#091720] md:text-lg">Is RisingWave open source?</div><div class="flex h-8 w-8 flex-shrink-0 items-center justify-center rounded-full bg-[#F4F4F5] transition-colors hover:bg-[#
6E5E4E7]"><span role="img" aria-label="down" class="anticon anticon-down text-xs text-[#70707B]"><svg viewBox="64 64 896 896" focusable="false" data-icon="down" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M884 256h-75c-5.1 0-9.9 2.5-12.9 6.6L512 654.2 227.9 262.6c-3-4.1-7.8-6.6-12.9-6.6h-75c-6.5 0-10.3 7.4-6.5 12.7l352.6 486.1c12.8 17.6 39 17.6 51.7 0l352.6-486.1c3.9-5.3.1-12.7-6.4-12.7z"></path></svg></span></div></div><div class="text-sm leading-7 text-[#70707B] md:text-base hidden">Yes. RisingWave&#x27;s core engine is open source under the Apache 2.0 license, available on GitHub with 8,800+ stars. You can self-host it for free. RisingWave Cloud offers a fully managed service with additional enterprise features, SOC 2, GDPR, and HIPAA compliance.</div></div></div></div></div></div><div style="opacity:0;transform:translateY(40px)"><div id="download-rw-script" class="border-t border-[#1a3040] bg-[#081F29] py-16 md:py-24"><div class="Container-module-scss-module__JlzzPW__container"><div class="mx-auto max-w-2xl text-center"><p class="mb-3 font-inter text-sm font-medium uppercase tracking-[0.08em] text-[#039777]">Get Started</p><h2 class="font-monument-grotesk text-[24px] leading-[130%] text-white md:text-[30px]">Install RisingWave in Seconds</h2><p class="mx-auto mt-3 max-w-lg text-[15px] leading-[170%] text-[#6b8a9e]">One command for macOS and Linux.<!-- --> <a target="_blank" class="text-[#337EF0] underline transition-colors hover:text-white" href="https://docs.risingwave.com/get-started/quickstart">Quick start guide →</a></p><div class="mx-auto mt-8 max-w-lg overflow-hidden rounded-xl border border-[#1a3040] bg-[#0c1e2a] shadow-[0_4px_32px_rgba(0,0,0,0.3)]"><div class="flex items-center gap-2 border-b border-[#1a3040] px-4 py-3"><span class="h-[10px] w-[10px] rounded-full bg-[#ff5f57]"></span><span class="h-[10px] w-[10px] rounded-full bg-[#febc2e]"></span><span class="h-[10px] w-[10px] rounded-full bg-[#28c840]"></span><span class="ml-2 font-roboto-mono text-[11px] text-[#4a6a7a]">Terminal</span></div><div class="flex items-center justify-between px-5 py-4"><code class="font-roboto-mono text-[14px] text-[#62F4C0]"><span class="text-[#4a6a7a]">$ </span>curl -L https://risingwave.com/sh | sh</code><button class="flex-shrink-0 rounded-md p-2 text-[#4a6a7a] transition-colors hover:bg-white/[0.04] hover:text-white" aria-label="Copy to clipboard"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect><path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path></svg></button></div></div></div></div></div></div></main><!--$--><!--/$--></div><div class="border-t-[1px] border-t-[rgba(0,0,0,.2)] bg-white py-[60px] font-inter"><div id="recaptchaSignupNewsletter" class="hidden" data-size="invisible"></div><div class="Container-module-scss-module__JlzzPW__container"><div class="font-monument-grotesk text-[36px] leading-[40px] text-dark-teal-06 md:text-center">Best-in-Class Event Streaming<br/><span class="text-blue-05">for Agents, Apps, and Analytics</span></div><div class="mt-8 flex justify-center gap-4 md:gap-6"><div class="w-fit"><a target="_blank" rel="noopener" href="https://cta-service-cms2.hubspot.com/web-interactives/public/v1/track/redirect?encryptedPayload=AVxigLIaHq9bV2ny%2Bylsa2ufL0aDuPwRHOnPeLB8Dg8h3WWdPj%2Fg5HXOjsxb%2FhdWQgEX2mh109JeIBvFte7pCD3RrX5ahG43fTSJi%2BQ5AO3w7aeF12T8Yla48tly6s4wGZx%2BUZ%2BjcMy9Mi7KXuXPpVJjsS4CIsfkjZFXrMlCWSA0F3%2B8zFuEyfPgWtPK&amp;webInteractiveContentId=171085305230&amp;portalId=24308934"><div class="rounded bg-blue-05 px-8 py-2 text-base font-medium uppercase text-white hover:bg-[#004bb5] md:px-12 md:py-3">Start Free</div></a></div><a target="_blank" rel="noopener" href="https://go.risingwave.com/slack" aria-label="Slack" class="flex items-center gap-[5px] rounded hover:bg-neutral-100 border px-[18px] shadow hover:shadow-md"><img src="/_next/static/media/slack-color-icon.fc0e2c78.svg" width="20" height="20" alt="Slack"/>
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