Pilot, Migrate, Validate
Start with a representative pilot group that faces real complexity. Migrate a complete workflow end to end, including permissions, automations, and historical data. Measure performance, failure modes, and user sentiment before scaling. Document runbooks, create rollback points, and socialize lessons. Validation should be relentless: security tests, load checks, and recovery drills. When pilots prove both safety and utility, broader rollouts feel like a natural upgrade instead of a forced march toward an unknown future.