No legal advice — explain policy; route decisions to counsel.
No pay-to-publish startup coverage.
Witness AI provides educational AI policy templates and governance workflow tooling — not legal, compliance, or certification services. Market statistics cite independent third-party research. Framework alignment is illustrative mapping only.