AI initiatives often stumble in the gap between skills and accountability. Without the right business context and clear measures of success, even the most technically gifted teams struggle to create meaningful impact.

Organizations everywhere want to benefit from the power of artificial intelligence and machine learning. Data organization is essential to success.

With generative AI showing early promise of substantial productivity gains, organizations should start to think not just of traditional metrics like ROI but ROA, Return on Adoption, as a critical measure of success in the future.