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Resembler is a verification and deployment governance platform for autonomous and AI-driven systems. We help cities, regulators and developers structure the safe deployment of automated mobility through real-world data, scenario-based verification, and continuous monitoring. For a selected ODD, the platform generates a verification test plan that links deployment parameters to nominal scenarios and real accident archetypes. It also supports ODD comparison, monitored deployment, and public feedback ingestion. Resembler is built on more than 500 million km of real-world traffic exposure and allows direct A-B comparison between human driver behaviour and automated system behaviour in equivalent situations. The platform supports a more structured, auditable and incremental path toward AV, ADAS and robotics deployment.

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