Understand
Find what people are trying to achieve, how work moves today and where it actually breaks.
Design
Clarify decisions, ownership, handoffs and feedback before choosing the mechanism.
Structure
Create the data, state and context the system needs to behave reliably.
Automate
Remove repetitive movement, reconciliation and follow-up where rules are stable.
Augment
Use AI where interpretation, judgement or recommendations add value, with evidence and boundaries.
Improve
Observe outcomes and failures, capture corrections and refine the system continuously.