Multi-tenant platform design with unified LLM provider abstraction, RAG knowledge base, and tenant-isolated data storage. MVP uses SQLite + ChromaDB, with planned migration to PostgreSQL + pgvector. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>