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Surveillance Broker: drop the 'became a product' origin narrative; keep focus on capabilities (tagline, remove origin section, neutral Related link, refresh meta/OG + home blurb)
<title>Surveillance Broker — Case Study · BlueprintAgentic</title>
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<metaname="description" content="An agentic surveillance archive built for the Riverside Mill camera system and productized as Surveillance Broker: a camera archive you can talk to — find footage by camera and time, search what happened, and open the right clip in one step across hundreds of cameras.">
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<metaname="description" content="Surveillance Broker — a camera archive you can talk to. Built on Frigate and augmented with locally installed AI: find nearly anything the cameras captured, track people across the facility, and ask questions that tie the cameras to your access control, inventory, and production systems.">
<metaproperty="og:title" content="Surveillance Broker — Case Study">
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<metaproperty="og:description" content="A camera archive you can talk to. Built for the Riverside Mill camera system, now a product: find footage by camera and time, search what happened, and open the right clip in one step.">
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<metaproperty="og:description" content="A camera archive you can talk to. Built on Frigate and augmented with locally installed AI — find nearly anything the cameras captured, track people across the facility, and ask questions across your access control, inventory, and production systems.">
<metaname="twitter:title" content="Surveillance Broker — Case Study">
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<metaname="twitter:description" content="A camera archive you can talk to — built for the Riverside Mill camera system, now a product.">
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<metaname="twitter:description" content="A camera archive you can talk to — built on Frigate, augmented with local AI, and tied into your access control, inventory, and production systems.">
<pclass="tagline">A camera archive you can talk to — built for the Riverside Mill camera system, now a product.</p>
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<pclass="tagline">A camera archive you can talk to.</p>
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<pclass="sub">Finding the right footage across hundreds of cameras and months of retention is a large manual task. Surveillance Broker turns the archive into something you can browse on a true wall-clock timeline, search by what actually happened, and simply ask — and it opens the exact camera and time in one step. And because it ties the cameras to your access control, inventory, and production systems, you can ask questions about your operation, not just your footage.</p>
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<h2>From a client system to a product</h2>
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<p>The Riverside Mill campus runs <b>over 200 cameras with 90 days of full retention</b>. That coverage is only useful if you can find the moment you need — and on a system that size, running 24/7, that is a genuinely hard problem. We built an intelligence layer over the camera archive so operators could stop scrubbing tape and simply describe what they were looking for.</p>
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<p>It worked well enough at Riverside Mill that we generalized it into its own product: <b>Surveillance Broker</b>. It is not tied to any one site or camera vendor. It runs today on the live Riverside Mill archive — thousands of recordings across every camera in the building — and the same pipeline takes any site's cameras next.</p>
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<imgsrc="../assets/case-studies/surveillance-broker/viewer-agent.png" alt="Surveillance Broker web interface — a dark camera archive viewer showing a camera list with recording counts, a hallway recording with a burned-in wall-clock timestamp, a 24-hour timeline with recording segments and 1x to 16x playback speed, an export button, and an AI agent panel for finding footage by camera and time">
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<h2>What it does</h2>
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<p>Surveillance Broker sits on top of Frigate and adds the local-AI retrieval, memory, and conversational control that camera systems normally lack.</p>
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<p>Surveillance Broker sits on top of Frigate and adds the local-AI retrieval, memory, and conversational control that camera systems normally lack. It runs in production today across a live archive of thousands of recordings from hundreds of cameras.</p>
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<li><b>Browse by camera and day on a true wall-clock timeline.</b> Consecutive recordings play as one continuous stream while real gaps stay visible — you always know what was and was not recorded.</li>
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<li><b>Review fast.</b> High-speed playback from 1× to 16×, accurate seeking, and bounded, browser-compatible exports for the exact interval you need.</li>
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<h2>Where it came from</h2>
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<p>Surveillance Broker grew directly out of the camera, network, and security work we delivered at the Riverside Mill Complex — one of several systems on that campus that started as an engagement and became reusable capability.</p>
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<aclass="link" href="riverside-mill-complex.html">See the Riverside Mill camera system it grew out of →</a>
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<h2>Related</h2>
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<aclass="link" href="riverside-mill-complex.html">Riverside Mill Complex — full-campus technology case study →</a>
<p>A camera archive you can talk to. Built for the Riverside Mill camera system and productized — browse hundreds of cameras on a wall-clock timeline, search by what actually happened in the footage, and ask an agent to open the exact camera and time. Built on Frigate, the industry-standard open-source NVR, and augmented with locally installed AI — including person tracking — plus hybrid search across the whole archive.</p>
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<p>A camera archive you can talk to. Browse hundreds of cameras on a wall-clock timeline, search by what actually happened in the footage, and ask an agent to open the exact camera and time. Built on Frigate, the industry-standard open-source NVR, and augmented with locally installed AI — including person tracking — plus cross-system search that ties the cameras to your access control, inventory, and production systems.</p>
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<aclass="link" href="case-studies/surveillance-broker.html">Read more →</a>
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