problem
The problem
A page explaining how to calculate AI ROI around the full workflow, including quality, rework, risk, and owner decisions.
Focused guide
AI workflow ROI
A page explaining how to calculate AI ROI around the full workflow, including quality, rework, risk, and owner decisions.
Measure the workflow, not the model.
signals
Signals to look for
- Recurring cost
- Unclear owner
- Unverified quality
action
Useful action
Tie the signal to a workflow, full cost, risk, and review decision.
FAQ
When should this be handled?
When it affects cost, quality, data, or trust in a workflow.
What evidence comes first?
A real example, owner, frequency, full cost, and stop threshold.
Focused guide