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Mayank
Agarwal
Director of Product Management, AI Products
RingCentral
Mayank is Director of Product Management for AI Products at RingCentral, where he leads the AI Assistant products across the company's collaboration, communication, and contact center suites, shaping how millions of enterprise users interact with AI in their daily workflows. His work sits at the intersection of agentic AI architecture and large-scale product delivery, navigating the real-world constraints of latency, reliability, cost, and trust that separate impressive demos from systems businesses actually depend on. Before RingCentral, Mayank founded an AI-first global macro trading firm where he designed and built autonomous trading systems across equities, fixed income, commodities, and currencies. There, he built multi-agent architectures where specialized agents collaborated, competed, and coordinated with each other. He also pioneered reflection agents that continuously evaluated their own strategy performance, detected signal decay, and autonomously improved without human intervention. The unforgiving feedback loop of financial markets, where poor AI decisions have immediate, measurable consequences, shaped his approach to building systems that must be not just intelligent, but self-aware and resilient.
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17 June 2026 09:00 - 09:15
Chairperson opening remarks
We kick off with an introduction to the day, which will include a short ice-breaker session to understand your goals, challenges, and motivations for joining us today.
18 June 2026 09:00 - 09:15
Chairperson opening remarks
We begin with an introduction to day two with a short ice-breaker session to recap your key takeaways from yesterday and understand your goals, challenges, and motivations for joining us today.
18 June 2026 15:00 - 15:15
Closing remarks
And that's a wrap! Our chair will give the closing remarks and that marks the end of the final day of the summit.
17 June 2026 17:00 - 17:10
Chairperson closing remarks
That's a wrap on day 1! Time to conclude the first day of Product-Led Summit before we go into the networking drinks.
17 June 2026 13:30 - 13:45
The human heat map: Polarizing perspectives
Join us after lunch for ans interactive session that brings product opinions to life. During the human heat map, you won’t just share your perspective, you’ll stand by it. Faced with bold, polarizing product statements, you’ll move across the room to show where you land, from “Strongly Agree” to “Strongly Disagree.” Then, we’ll dive into the why: hearing directly from peers across the spectrum to unpack the instincts, experiences, and trade-offs shaping modern product thinking. Expect lively debate, surprising insights, and a fast track to meaningful connections with other product leaders who don’t all think the same.
17 June 2026 09:45 - 10:15
Multi-agent orchestration: Lessons from trading agent swarms applied to enterprise workflows
Running an AI-first global macro trading firm, I built and deployed swarms of specialized agents operating across equities, fixed income, commodities, and currencies - each with its own models, risk parameters, and decision logic. The hard part was never getting a single agent to work. It was getting dozens of them to coordinate without compounding each other's mistakes into catastrophic outcomes, all in milliseconds. This talk is a practitioner's deep dive into the agent swarm architectural patterns that survived live financial markets: task decomposition, agent specialization, hierarchical coordination, conflict resolution, shared state management, and reflection loops that allowed the swarm to evaluate its own collective performance. In this talk, we'll cover what worked, what broke, and how these same patterns translate directly to enterprise agentic systems, where the orchestration challenges are remarkably similar, even if the stakes look different.