Ajay Chopra explains why pitching and planning design research inside large enterprises differs from consumer-facing user research programs. He discusses integrating research into multi-million-dollar transformation, AI/ML, and re-platforming work so employee insights are not neglected, improving adoption and ROI. The session covers approaches, best practices for transformation versus AI/ML projects, case studies, and lessons from large-scale digital change.