Most aerospace MRO digital pilots run 3–9 months from kickoff to close‑out, depending on scope, data readiness, approvals, and integration depth. Shorter 6–8 week “sandbox” trials are possible, but anything touching live workscopes, traceability, or integrations usually extends due to validation, customer approvals, and change control.