Building FCRA-Compliant Credit Repair Autopilot: 7-Stage AI Dispute Pipeline with Claude, Supabase, and Bureau Tracking

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Credit repair operates on razor-thin margins and tighter compliance windows. Every dispute cycle—whether 30 or 45 days—demands synchronized tracking across Equifax, Experian, and TransUnion, plus VA checklists, letter generation, and audit trails that survive regulatory scrutiny. We built Luchin Credit Repair's Autopilot Command Center to automate all seven stages: intake → dispute analysis → letter generation → bureau submission → cycle tracking → resolution logging → compliance audit. Using Claude AI for natural language dispute analysis, Supabase for persistent state management, and self-hosted infrastructure for data control, we eliminated manual bottlenecks while maintaining FCRA compliance. Here's the technical architecture we shipped.