JSama

**FDE Command Center — AI-Powered Operational Investigation and Decision Intelligence** FDE Command Center is an AI-powered investigation platform designed to help Forward Deployed Engineers and technical teams discover why business operations fail, even when the underlying software appears to be working correctly. Traditional monitoring tools show what happened, but often cannot explain why. Engineers must manually reconcile conflicting stakeholder reports, system events, policies, and incomplete evidence before making decisions. This process can be slow, expensive, and vulnerable to incorrect assumptions. FDE Command Center transforms that process into a structured, evidence-driven investigation. The platform combines Meta's Muse Spark 1.3 with deterministic verification, an interactive evidence graph, a hypothesis-testing laboratory, locked predictions, and an experimental Chaos Lab. Users can examine evidence, investigate competing explanations, test predictions against new observations, simulate operational failures, and review proposed interventions before approving them. Unlike a conventional AI chatbot, FDE Command Center separates verified facts from interpretations, preserves evidence provenance, and prevents unsupported conclusions from being presented as established facts. Built with Python, JavaScript, and Meta Model API, the project demonstrates a practical approach to trustworthy AI-assisted engineering. **Our mission: Move engineering teams from guessing what went wrong to investigating what the evidence actually proves.**