Scenario 01
The monolith won't let you ship AI
Every AI initiative you have scoped is blocked by five years of architectural debt. Retrieval pipelines, vector workloads, or agent orchestration, none of these run on the platform you currently have. You need to modernize and ship, not modernize then maybe ship.
"We moved the AI roadmap without ripping anything out."