Briefcase Ai

You already know accuracy is low in your AI-driven workflow. What you don’t know is why it’s low, where to invest, and how to prove a fix worked. Briefcase clusters failures into root causes, shows exactly what the agent saw and did, recommends fixes, and measures whether the fix improved the right failure mode. And because every decision is versioned and evidence-backed, it’s audit-ready for regulated workflows.