Our method
Clear stages. Human decisions.
Every stage produces concrete evidence and a decision point before committing more time or data.
- 01
Discover
Understand objectives, current work, data, and constraints.
Deliverable
Opportunity and risk map
Human review
Business owners validate priorities
- 02
Define pilot
Set scope, users, success measures, and boundaries.
Deliverable
Pilot charter and measurement plan
Human review
Scope and stop criteria approved
- 03
Build
Configure the experience, knowledge, and controls in a bounded environment.
Deliverable
Working prototype and use guide
Human review
Sources, responses, and escalation reviewed
- 04
Evaluate
Test utility, quality, safety, and adoption with representative scenarios.
Deliverable
Evaluation report and issue register
Human review
Human decision to proceed, correct, or stop
- 05
Improve
Address gaps, strengthen knowledge, and prepare careful expansion.
Deliverable
Improvement plan and recommendations
Human review
Approval for every material change