Action Lab C: How Can We More Effectively Measure ROI & Value Creation from AI to Define Both Quantitative & Qualitative Impact on Work Output?

• What does successful AI adoption look like from a workforce perspective and which transformation metrics matter most at enterprise scale?
• How should organizations measure AI-driven productivity, innovation, and business value beyond cost savings, including employee experience, quality of work, and new ways of working?
• What are the most effective approaches for quantifying ROI of AI initiatives across the pharma value chain to inform workforce, investment, and resource planning decisions?

Speakers: