Almetra develops an artificial intelligence platform designed to optimize manufacturing shop floor productivity through computer vision software. The business model relies on deploying privacy-preserving cameras as live sensors across active production lines to continuously map cycle times, manual workflows, and micro-stoppages without requiring hardware changes or sensor installations. The company's value proposition is centered on translating this real-time optical data into actionable root-cause diagnoses, enabling engineering teams to identify bottleneck locations and confidently implement targeted performance fixes.