Data and AI systems built around one operating workflow, one owner, clear data readiness, and a production metric.
Choose the decision, task, or workflow where AI can change actual operating behavior.
Review sources, access, quality, governance, privacy, and evaluation data before building models or agents.
Deploy with prompts, retrieval, evaluations, access control, monitoring, and a cadence for improvement.