SaaS platforms become fragile over time. What started as a clean architecture accumulates technical debt—outdated dependencies, tightly coupled integrations, infrastructure decisions that no longer scale.
Eventually, even routine changes feel risky. Deployments slow down. Security patches create cascading failures. Cloud migration gets postponed because the risk feels too high.
Most modernization efforts fail not from lack of engineering talent, but from lack of clarity. Teams don't have a complete map of dependencies, risk exposure, or a rollback-safe migration path.