Priorities shift in roughly one in three engagements. Simform runs on two-week sprint cycles with a steering review every four to six weeks, during which scope, sequence, and resourcing are adjusted without contract renegotiation. If the shift requires new skills, such as moving from predictive modeling to GenAI application development, we flex the team composition within the existing engagement. Larger pivots get a scope addendum rather than a fresh SOW.