12 AI Modules. 434 Tests. Hybrid RAG. French Tender SaaS. $4K.

Production-ready AI platform that automates French public tender responses (marches publics). Saves 40+ hours per bid with intelligent document analysis, automated proposal generation, and real-time tender monitoring. What's inside: - Copilot Chat DCE with SSE streaming - 9-dimension deterministic Go/No-Go scoring with critical blockers - DECP buyer intelligence (historical win rates, incumbent analysis) - Semantic veille matching (company profile to ranked tender feed) - Memoire technique generator with coherence checker + auto-refine loop - Cross-document contradiction detection (RC vs CCTP vs CCAP) - DPGF/BPU intelligent price schedule extractor - Hybrid RAG (vector + BM25 + Reciprocal Rank Fusion + citation grounding) - LLM resilience (circuit breaker, provider fallback, semantic cache) - RBAC (owner/admin/member/viewer) - Dual-mode export (internal draft / final submission) - 4 AI providers (Claude Opus, Mistral, DeepSeek, OpenAI embeddings) Tech: Next.js 16 + TypeScript + Supabase + pgvector + Vercel. 434 tests pass. 14 DB migrations. Zero bugs. 200B+ EUR French public procurement market. Thousands of tenders published daily on BOAMP/JOUE. Mandatory compliance creates recurring demand.

Next.js frontend, Vercel deployment, Stripe for billing, Supabase for database and authentication.

Subscription + Pay Per Use model. Monthly subscriptions for AI-powered tender analysis tools, with additional per-document processing fees for complex analyses.

Content marketing targeting French companies responding to public tenders, SEO optimization for procurement-related keywords, and direct sales to construction and IT services companies.