Discover
Structure the problem, current workflow, users, data, systems, constraints, stakeholders and measurable target outcome.
RESOURCE · PLAYBOOK
Enterprise AI delivery playbook.
A four-stage delivery structure that keeps business value, architecture, controls, acceptance evidence and operational ownership connected.
Design
Select the delivery pattern, architecture, model boundaries, integrations, controls, evaluation approach and acceptance criteria.
Build
Implement in increments, validate against representative cases, expose failure modes and keep human oversight usable in the real workflow.
Operate
Assign ownership for monitoring, evaluation, incidents, model or prompt changes, access control and continuous improvement.
DELIVERY GATES
Evidence to require before moving forward.
- A documented problem and measurable target outcome.
- An architecture and control model matched to the operating context.
- Representative tests with known limitations and failure handling.
- Defined human review, approval and escalation responsibilities.
- Production ownership, monitoring and change-control expectations.
- A decision on what evidence justifies scaling, redesigning or stopping.
USE THE PLAYBOOK