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Prasanna
Palanikumar
Senior Product Lead, Generative AI
ADP
Prasanna is a Senior Product Lead at ADP, where he drives innovation in AI and conversational platforms for enterprise Human Capital Management (HCM) products. He leads strategy and execution for enterprise AI agents, large-scale language model evaluation, and human-centered conversational experiences that simplify complex HR workflows. Prasanna’s work bridges the technical and human sides of AI, focusing on scalable architectures and real-world product impact. A passionate mentor, he regularly shares insights at industry events and academic forums to inspire the next generation of product and AI leaders.
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04 June 2026 16:00 - 16:30
Panel | Evaluating autonomous agents: Bridging the gap between testing and real-world performance
Evaluating autonomous agents is harder than static models or prompt-based systems. Their behavior unfolds over sequences, interacts with tools and environments, and can shift in live conditions in ways offline tests miss. In this panel, engineers share how they measure agent behavior, analyze trajectories over single outputs, and identify the signals that matter in real-world contexts, offering candid insights on what works, what doesn’t, and remaining evaluation challenges.