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Anjali
Samani
Senior Director, Data Science & AI Engineering
Salesforce
With over two decades of experience and a track record of delivering $1.3B+ in enterprise value, Anjali is a pioneer in the field of decision intelligence. Her unique perspective is forged at the intersection of technical rigor and financial discipline, holding both a PhD and the CFA designation. This rare combination allows her to build AI systems that are not only scientifically advanced but strategically grounded and audit-ready. Anjali specializes in designing forward-looking, customer-centric AI architectures that bridge the gap between "experimental code" and "enterprise-grade impact." A leader in AI Governance, she is renowned for her ability to balance innovation velocity with robust risk management, ensuring that AI systems earn the trust of the C-suite and the regulators alike. Her work focuses on turning predictive power into measurable business results—creating AI that doesn't just predict the future, but helps shape it.
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15 April 2026 13:30 - 14:30
Panel: Beyond the Chatbot: Why Your AI Product is Failing and How to Fix It
In the early days of the AI boom, "speed to market" was the only metric that mattered. This led to an explosion of "AI Wrappers"—products that essentially resold foundation model intelligence with a thin UI layer. But in 2026, the wrapper era has collapsed. As incumbents like Microsoft and Google bake those same features into the OS, PMs face an existential question: Is your product a feature, or is it a business? This panel explores the architecture of defensibility. We move beyond the "Build vs. Buy" debate to discuss the "Wisely Built" middle ground. Our experts will dive into how to move from "renting intelligence" to "owning the moat" through proprietary data flywheels, domain-specific fine-tuning, and vertical integration. If you are worried that your product is one API update away from obsolescence, this session will provide the blueprint for building a technical stack that actually belongs to you.