AI can reliably handle routine requirement quality checks (syntax, structure, clarity), but systems engineers must stay in the loop for contextual judgment and complex trade-off decisions that define good requirements.
This study evaluates whether AI tools can help systems engineers assess requirement quality by comparing AI assessments against expert judgment using established INCOSE criteria.