Change management

How to scope an AI pilot that survives production

Scope the operating model early: data access, evaluation, escalation, ownership, and release controls.

9 ελάχιστη ανάγνωση

Operating cadences for AI adoption teams

Weekly rituals convert experimentation into accountable delivery.

6 ελάχιστη ανάγνωση

Handoff patterns from build teams to client operators

Operational ownership transfer should be planned as a product milestone.

8 ελάχιστη ανάγνωση

Production AI readiness checklist

Readiness checks for data, approvals, observability, and ownership.

Operating cadence checklist

Weekly and monthly rituals for keeping AI delivery accountable.

Client handoff readiness scorecard

Scorecard for transitioning AI operations to client-side ownership.