AI in regulated industries: what has passed review, and what has not?
Posted by Applied AI Commons team (community team) on
In healthcare, finance, insurance and the public sector, an AI project has to get through risk, legal and compliance review before it reaches users. That review often decides more about the final design than the model does. Hearing what was approved, and why, would help people in these industries plan realistic projects.
Some angles worth exploring: - Use cases that got approved quickly, and the safeguards that made it possible - Use cases that were rejected or sent back, and the reasons given - How you documented model behaviour, testing and human oversight - What reviewers asked for that you did not expect
If you work in a regulated industry, which AI use case made it through review, and what did it take?