Concho AI Makes Legacy Codebases Readable for AI Agents

Concho AI has launched a platform that transforms complex enterprise codebases into structured knowledge layers accessible to AI agents and assistants. The system acts as a middle fact layer, using a cognitive precompiler to analyze applications and expose findings via Anthropic's Model Context Protocol to tools like Claude. The platform targets aging codebases with millions of lines of code, lost documentation, and shadow functions. Medical tech firm Clearwave uses it to manage over 12 million lines of code, with benefits extending beyond engineering to executives, sales, and operations teams.