OneTrack Introduces Iris-1, a World Model Built for Industrial Operations
Today, OneTrack introduces Iris-1, an AI world model purpose-built to understand physical operations within warehouses and factories. Iris-1 delivers domain-specific intelligence: analyzing real video to describe events…
Built on nearly a decade of vision AI experience in warehouses and factories, OneTrack's new domain-specific world model, Iris-1, delivers visual intelligence for shippers, manufacturers, and third-party logistics providers alike.
CHICAGO, Oct. 22, 2026 /PRNewswire/ -- Today, OneTrack introduces Iris-1, an AI world model purpose-built to understand physical operations within warehouses and factories. Iris-1 delivers domain-specific intelligence: analyzing real video to describe events in warehouse operations, identify footage through plain-language searches, and flag activity worth reviewing. It also enables OneTrack's AI agent, known as AiOn, to analyze video, identify patterns across networks, and investigate root causes.
Building on nearly a decade of experience deploying vision AI in logistics and manufacturing, Iris-1 understands how activity unfolds. In OneTrack's internal test on safety events held out from training, Iris-1 identified real collisions three times more accurately than the next best frontier model, Google Gemini 3.8 Flash, and at a fraction of the cost.
"Every operator we know is stretched for time and resources. Day in and day out, they need a clear view of everything happening on their floor and where to focus next," said Marc Gyöngyösi, Founder and CEO of OneTrack. "General-purpose AI wasn't built for that world. We built Iris-1 so operators stop wondering about what happened and start improving their processes, their sites and, ultimately, their entire network."
Clients are already using Iris-1 to detect protective equipment violations, identify heavy items dropped or jolted in transit, and understand root causes of events and near misses across large networks of warehouses and factories.
Learn more about Iris-1.
About OneTrack
OneTrack is the partner of choice for shippers, manufacturers, and third-party logistics providers bridging physical operations with digital intelligence. Its sensors capture what actually happens on the floor, its world models understand it, and its AI agents connect that ground truth to the systems of record. Learn more at onetrack.ai.
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SOURCE OneTrack.AI
