Retrospectives Without Pre-defined Success Are Theater, Not Learning

Most product retrospectives fail because teams unconsciously adapt their success criteria to match actual results, turning learning into narrative fiction. This framework solves the problem by requiring four critical elements be defined before work begins: a clear decision statement, measurable success metrics with specific deadlines, the 'killer assumption' that must hold for the initiative to succeed, and a date to validate that assumption against real data. The fastest-growing organizations learn fastest because they know what they're trying to prove before attempting to prove it.