Reimagine Turning AI into Value

Many organizations pilot AI without reaching production, mistaking demos for transformation. Leaders in banking, manufacturing, healthcare, and tech report pilots that work in controlled settings but stall under real operational demands, governance, and ownership.

This research, based on executive interviews, shows how to bridge the pilot-to-production gap. It offers a framework for building AI with deployment intent and introduces a mindset shift in problem-solving. Key insights include:

• Scaling rigor with the stakes of being wrong
• Naming an operational owner early
• Prioritizing problem-solving over defending implementations

Explore the full research for practical frameworks.