Committing to a brief, creative change or business model is difficult when assumptions remain untested and internal views conflict with customer experience. You need to establish what is uncertain, what evidence would resolve it and which choices that evidence could change. Research and practical tests can clarify the underlying problem, challenge cautious or unsupported decisions and give debate a firmer basis before work proceeds.