Modernization fails less often for technical reasons than for organizational ones. Before a large rewrite or strangler migration, certain conditions make delivery predictable.
You can describe “done” for the current system
Stakeholders agree on which capabilities must be preserved, retired, or replaced. If every feature is sacred, the project has no boundary.
You have a product owner with authority
Someone can resolve conflicts between departments within days, not quarters. Otherwise engineering optimizes for conflicting targets.
Observability and deployment are not mysteries
Even rough metrics—error rates, batch job success, deployment frequency—reduce risk during cutover. If nobody knows how production behaves today, migrating it blindly is expensive.
We have delivered zero-downtime cutovers and long-running strangler programs; see Legacy system modernization for a representative case narrative.