Instead of black-box agents or yet another UI, Unideploy integrates directly with ChatGPT and Claude via MCP, grounding AI reasoning in real production data. It analyzes incidents, proposes recovery steps, and executes only after human approval — with verification and automatic rollback by design. This is AI-assisted DevOps, without losing control.