Deploying AI in healthcare, finance, or energy is not subject to the same rules as in other sectors. Regulatory constraints, traceability requirements, increased liability, and security challenges add to the complexity of these projects. How can we innovate in these critical environments without compromising compliance and risk management? An overview of the specific characteristics and trade-offs unique to regulated sectors.