Protect engineers from non‑technical AI‑coded changes with governance & workflow

Protect engineers from non‑technical AI‑coded changes with governance & workflow targets a $10.0B = 1,000,000 developer organizations x $10,000 ACV (enterprise dev-tools & governance suites) total addressable market with medium saturation and a year-over-year growth rate of 25%.

Key trends driving demand: AI coding assistants -- make non‑technical users able to prototype in real repos, increasing surface area for low‑quality changes; Low‑code/no‑code adoption -- shifts more product decisions toward non‑engineers who may produce code-like artifacts; Shift-left security & compliance -- teams demand automated policy enforcement earlier in CI/CD; Automation of code review -- tooling is moving from human-only to human+AI collaboration, enabling automated sanitization pipelines.