Integration

Integration moves a successful pilot into the systems where work actually happens. Connectivity increases value and exposure at the same time, so operating controls must become explicit.

Recognize this stage

Your organization is in Integration when a pilot has evidence of value and teams are connecting it to internal data, software, approvals, or customer-facing processes.

Entry evidence

• pilot evidence meets the agreed decision gate
• workflow ownership and funding are committed
• security, privacy, data, and access requirements are approved
• human intervention and rollback paths are designed

Work to complete

• integrate with controlled identities and least-privilege access
• define input, output, logging, and retention policies
• build review, exception, and escalation queues
• validate downstream effects and failure containment
• train operators and affected teams
• assign service, business, and risk ownership

Staying in charge

Integration must not turn a reversible pilot into an opaque dependency. Owners can see material activity, revoke access, stop execution, recover the prior process, and explain who approved changes.

Decision gate

Move to Operationalization when the integrated workflow is stable under real conditions, controls are tested, operators can intervene, and monitoring can detect meaningful degradation or harm.

Useful measures

• workflow success and exception rates
• review latency and override effectiveness
• access-policy and security events
• downstream error and recovery time
• operator confidence and support demand

Connected next steps

Review the Network if independent delivery capability is needed. Inclusion is a reference, not an endorsement; evaluate any provider directly.