How Capital One Delivers Multi-Agent Systems [Rashmi Shetty] – 765

In this episode, Rashmi Shetty, senior director of enterprise generative AI platform at Capital One, joins us to explore how the company is designing, deploying, and scaling multi-agent systems in a highly regulated environment. Rashmi walks us through Chat Concierge, a multi-agent chat experience for auto dealerships that handles intent disambiguation, tool invocation, and human handoffs to deliver safer, more personalized customer journeys. We discuss Capital One’s platform-centric approach to AI agents and how it separates design from runtime governance, embedding policies, guardrails, and cyber controls across agent threat boundaries. Rashmi shares how the team approaches the developer experience for agent builders, observability, and evals for stochastic, multi-agent workflows; and strategies for model specialization, including fine-tuning and distillation. We also cover standards and abstraction, closed-loop learning from production telemetry, and key lessons for enterprises building agentic systems.

🗒️ For the full list of resources for this episode, visit the show notes page: https://twimlai.com/go/765.

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🔗 LINKS & RESOURCES
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AI at Capital One – https://www.capitalone.com/tech/ai/
Capital One AI Research – https://www.capitalone.com/tech/ai-research/
Publications – https://www.capitalone.com/tech/publications/
Evolving MLOps Platforms for Generative AI and Agents with Abhijit Bose – #714 – https://twimlai.com/podcast/twimlai/evolving-mlops-platforms-for-generative-ai-and-agents

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