Tavshok/KINGA

Insurance claims management platform for the Zimbabwean market with AI-powered damage assessment and multi-role access. · Built with Manus # KINGA — AutoVerify AI KINGA is an AI-powered motor insurance claims verification platform. It ingests claim documents (PDFs, photos, police reports, repair quotes), runs them through a 10-stage forensic pipeline, and produces a structured fraud risk assessment, physics-validated damage analysis, and cost-optimised repair recommendation. --- ## Quick Start (Local Development) **Prerequisites:** Node.js 22+, pnpm, a MySQL-compatible database (TiDB Cloud recommended). ```bash # 1. Install dependencies pnpm install # 2. Set environment variables (see .env.example or the Manus Secrets panel) # Required: DATABASE_URL, JWT_SECRET, BUILT_IN_FORGE_API_KEY, BUILT_IN_FORGE_API_URL # 3. Push the database schema pnpm db:push # 4. Start the development server pnpm dev # → Frontend: localhost # → Backend API: localhost ``` **Other useful commands:** | Command | Purpose | |---|---| | `pnpm test` | Run all Vitest unit tests | | `pnpm check` | TypeScript type-check (full project) | | `pnpm check:server` | TypeScript type-check (server only) | | `pnpm lint` | ESLint | | `pnpm db:push` | Apply schema changes to the database | | `pnpm build` | Production build | --- ## Project Structure ``` kinga-replit/ ├── client/ Frontend (React 19 + Tailwind 4 + shadcn/ui) │ └── src/ │ ├── pages/ 91 page-level components (one per route) │ ├── components/ Reusable UI components │ └── App.tsx Route definitions │ ├── server/ Backend (Express 4 + tRPC 11) │ ├── pipeline-v2/ The 10-stage AI forensic pipeline (176 files) │ ├── routers/ 69 tRPC sub-routers (one per feature domain) │ ├── services/ Shared business logic services │ ├── db.ts All database query helpers │ ├── routers.ts tRPC router barrel (imports all sub-routers) │ ├── driver-registry.ts Driver master record upsert │ ├── vehicle-registry. …