AI in Operations: Start with a Measurable Problem

Good AI implementation is not just adding a chatbot. Its value appears when a model helps a team make decisions faster or reduce repetitive work.

Define the baseline first

Measure process time, accuracy, and current cost. A baseline makes AI outcomes testable and keeps the project from stopping at a demo.