Shoaib Rehman

I tried to ground Responsible AI in things teams already recognize.

The structure loosely aligns with ideas from the EU AI Act, ISO-style management systems, and the NIST AI Risk Management Framework but without turning it into a compliance exercise.

This is a one-time purchase, because most teams just want a solid starting point, not another tool to manage.

Genuinely curious: for governance tools, do you prefer one-off deliverables or ongoing platforms?

It s not a legal certification or compliance badge it s internal governance teams can actually adopt and iterate on.

In your experience, do policies fail more because they re legally over-engineered, or because they re never operationalized?