Autoheal Raises $7.9M to Fix AI Agents With AI

Autoheal AI has raised $7.9 million in seed funding led by Innovation Endeavors to build a unified platform for managing and improving AI agents across software development lifecycles. The startup addresses growing chaos in enterprise software factories, where fleets of AI coding agents frequently fail due to scale and lack of shared context. Autoheal's platform uses two specialized meta-agents: an Evaluator that scores worker agents on performance metrics, and a Healer that fixes underperforming agents via pull requests. Customers including Nomura Holdings report incident resolution times dropping from hours to minutes. The company plans to develop private reinforcement learning models trained on customers' own engineering data.