Now, the startup is turning its attention to building the business, fundraising and striking commercial deals.

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Bucket Robotics, a YC-backed startup, uses advanced vision systems and CAD file simulation to automate surface quality inspections in manufacturing. The company generates synthetic defect data from CAD files to train models that detect issues like color inconsistencies, burn marks, and scuffs on production lines. Their solution integrates into existing manufacturing infrastructure without new hardware and deploys in minutes. After their first CES appearance, they're pursuing dual-use opportunities in automotive and defense sectors while following up with prospective customers and investors.

How YC-backed Bucket Robotics survived its first CES