The best AI requirements management software: 8 tools leading the shift in 2026

AI requirements management software is changing how engineering teams write, review, and validate requirements. For decades, this work meant drafting specifications by hand, checking them for quality manually, and verifying test coverage the same way. Every part of the process depended on human effort alone, and that approach no longer scales.