Consider SHIP AI when the audit shows that a TIBCO or MuleSoft estate should move to a modern target, but migration cost, timeline, or specialist dependency is blocking the business case. SHIP AI is best positioned as a migration accelerator, not as a generic cost-cutting tool.











