Choosing a first business AI workflow

Select a bounded, frequent, reviewable task with a measurable baseline.

Choose reversible work

This step keeps the work tied to observable business needs. Document the baseline, the decision owner, the evidence used, and the next review date. Avoid guarantees and distinguish measured outcomes from estimates or platform-reported attribution.

Build a representative evaluation set

This step keeps the work tied to observable business needs. Document the baseline, the decision owner, the evidence used, and the next review date. Avoid guarantees and distinguish measured outcomes from estimates or platform-reported attribution.

Keep a human owner

This step keeps the work tied to observable business needs. Document the baseline, the decision owner, the evidence used, and the next review date. Avoid guarantees and distinguish measured outcomes from estimates or platform-reported attribution.