AI Action Governance & Access Manager

The Problem

Engineering organizations are enabling AI coding assistants with write access to repositories and infra, but lack centralized controls to limit what autonomous agents can do. This leads to risky agentic behavior (e.g., deleting/recreating environments) that can cause multi-hour outages; current solutions (IAM, ad-hoc permissions) are coarse and not tied to AI decision contexts. Engineering managers need a way to enforce guardrails, approvals, and least-privilege specifically for AI-driven actions.