Enable business users to query operations data in plain language without SQL or dependence on analytics teams 

Identify the failure modes and accuracy challenges that emerge when users begin testing real-world questions 

Build verification practices and governance guardrails that give users confidence in AI-generated answers 

Move beyond a successful demo to a production system that business teams can consistently trust and use