What is included
Scope workshop
We define one workflow, the owner, available data, baseline, success metric, and what will not be automated.
Build and handover
The project delivers a usable AI-assisted workflow or assistant with human approval where quality, customers, or compliance matter.
Measurement
The result is checked against the baseline: time saved, cycle time reduced, error rate lowered, or response quality improved.
When not to start here
If the workflow, data sources, owner, or success metric are unclear, start with the Diagnostic instead.