AI Opportunity Mapping
Select a useful problem and scope the first mission.
Our approach
Define. Test.
Deploy with control.
Agree expected outputs, representative evaluation cases and pilot limits before starting. Move forward on evidence, not a productivity promise.
Agent Pilot
Test a collaborator or a limited workflow on representative cases.
Operational Deployment
Configure tools, permissions, approvals, documentation and training.
Managed Evolution
Monitor, correct and evolve the agreed operating scope.
Start with one useful problem, a limited pilot and agreed criteria. No productivity percentage or ROI is promised without a baseline.
Evaluation criteria
Autonomy needs boundaries.
- Output quality and fidelity to approved sources
- Exceptions and human corrections
- Processing time against an agreed baseline
- Operating cost and review effort
- Permission checks and refusal behaviour
SKW / HUMAN-DIRECTED INTELLIGENCE
Which work would you like
to organise better?
Start with one useful problem, a limited pilot and agreed criteria. No productivity percentage or ROI is promised without a baseline.