AI Transformation: From Productivity Gains to Systemic AI Implementation

The AI transformation journey begins with productivity gains but must evolve into systemic organizational change. This fireside chat explores how to move beyond individual efficiency improvements to unlock 10X insights from analytics and data and build systemic AI approaches that transform organizational capabilities. We'll examine real-world case studies, address cultural barriers, and provide practical frameworks for scaling AI responsibly across large organizations.

Session Objectives:

Evolution from individual productivity gains to organizational transformation
Share concrete case studies of successful AI transformation in practice
Address cultural barriers and change management in AI adoption
Define meaningful metrics for measuring AI transformation success
Navigate ethical risks and leadership challenges in scaling AI
Provide actionable frameworks for systemic AI implementation

Meet the Speaker

Ebrahim Kargar is a seasoned Product Manager with a passion for building platform products that empower developers and drive business growth. With deep expertise in Developer Platforms—including APIs and Authentication—and more recently AI/ML Platforms, Ebrahim is known for staying close to execution, aligning cross-functional teams around bold visions, and bringing forward innovative, sometimes unconventional ideas that push boundaries.

Silvanus is the Co-Founder and CEO of UXCam. He earned his PhD at the Max Planck Institute for the Physics of Complex Systems, where he specialized in cancer cell research. Drawing on his deep expertise in data science and complex systems analysis, Silvanus founded UXCam to make sophisticated product analytics accessible to product teams, helping companies understand user behavior through data autocapture and AI.

Wafaey Ahmed is a product builder and strategic thinker passionate about solving complex challenges and turning ideas into impactful products. With a focus on the intersection of technology, business, and human connection, he helps teams create meaningful value through thoughtful product strategy and execution.

He is the founder of Product Voyagers, a growing community that shares real-world product leadership stories, strategic insights, and growth lessons to help product professionals level up.

Wafaey also serves on the conference board at ProductLab, where he oversees content strategy and quality standards for both the LABs day and the main conference, ensuring a high-impact experience for attendees and speakers alike.