Answer
Keep the first use case narrow, define a measurable outcome, require human review where business consequences are real, and avoid letting the model write directly to production systems without controls. Teams get into trouble when they start with a vague promise of AI transformation instead of a defined workflow problem.
Low-value integrations usually reveal themselves quickly because they add complexity without reducing friction. Buyers should ask what process gets faster, safer, or easier to support if the pilot succeeds.