Responsible AI Series
Six papers on what an organisation owes the people its AI decides about: the uses it refuses outright, the fairness threshold someone must own, the explanation the affected person can actually use, the right to challenge, and the data beneath all of it.
A system can pass every control you built and still be indefensible to the person it just judged.
Enterprise Decision System Series
Five papers on whether an enterprise can hold an autonomous system inside the authority its board actually sanctioned — and prove it under examination.
The answer is decided at runtime, after the deployment gate, which is precisely where most governance frameworks have already stopped.
Whitepapers
42 Consulting.AI publishes on AI governance, regulatory risk, and enterprise AI strategy. Our whitepapers, articles, and books are written for boards and executives in regulated industries who need rigour, not reassurance.