ScottB

**Sentra Frontier — See It. Prove It. Improve It.** Sentra Frontier is a multimodal operational intelligence platform developed by Sentra AI, Inc. that transforms photographs of real-world work environments into evidence-based recommendations and human-approved action plans. Manufacturers and warehouse operators often lack affordable tools to identify operational inefficiencies and evaluate possible improvements. Sentra Frontier brings visual AI, structured reasoning, quantitative analysis, and human oversight into one workflow. Powered by Meta's Muse Spark 1.3 and SAM 3.1, the platform interprets workplace images, identifies and segments physical objects, and separates visual observations from assumptions. A three-role AI reasoning council—Operations Analyst, Critical Reviewer, and Implementation Planner—examines findings, challenges unsupported conclusions, and proposes next steps. Users can evaluate hypothetical productivity scenarios using a deterministic calculator, inspect evidence references, approve or reject proposed tasks, and download auditable reports. Our working prototype successfully performed live Meta-powered analysis of a manufacturing workstation, producing 17 reported object detections, workstation-specific observations, and a reasoning council that challenged unsupported operational assumptions. Sentra Frontier's mission is to make explainable, accountable operational intelligence accessible to businesses of all sizes.