Practical strategies for building reliable, production-grade AI systems. Moving from a successful prototype to a production-grade system demands more than technical excellence. At Thomson Reuters Labs, AI applications are developed across legal, tax, risk, and fraud, where accuracy, accountability, and reliability are strict operational requirements.