AI investment is accelerating rapidly, yet results remain far from guaranteed — Gartner projects that by 2027, 40% of agentic AI projects will be canceled, and by the end of 2025, 50% of generative AI efforts were abandoned after proof of concept. Gartner's AI Use Case Insights Platform and AI Maturity Model and Roadmap Toolkit are designed to cut through the noise, helping business and technology leaders discover and prioritize high-impact AI use cases based on projected business value and implementation complexity. The AI Maturity Assessment evaluates organizations across seven core AI pillars, revealing critical capability gaps and providing a structured roadmap for improvement. Together, these tools deliver the clarity and confidence needed to move AI initiatives from pilot to production in a way that is practical, scalable, and financially meaningful.