By Greg Nowak, 19 July, 2026 Your AI Workflow Needs an Acceptance Test Before It Meets Customers A practical way to test AI workflows using realistic scenarios, tool checks, human rubrics, regression suites, and clear release gates. Tags AI workflow automation LLM evaluation release governance OpenAI integrations quality assurance