01
The operating problem
Start with what must change.
Integration risk sits in ownership, retries, duplicate events, partial failure, and undocumented data meaning—not only in the API call.
02
What this means in practice
A concrete working scope.
- Integration landscape assessment
- API and event contracts
- Migration and reconciliation tools
- Monitoring and runbooks
03
Engineering considerations
The details that matter.
- Idempotency and retries
- Source-of-truth ownership
- Security boundaries and audit trails
Frequently asked questions
Direct answers before the work starts.
$ 01Can you integrate legacy systems?
Often yes. We first determine which interfaces are stable, which data is authoritative, and where an adapter is safer than direct coupling.
$ 02How do you reduce migration risk?
Through staged movement, reconciliation, rollback planning, and clear acceptance thresholds.