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Santosh
Kumar Radha
Co-Founder & CTO
Agentfield
Santosh Kumar Radha is Co-Founder and CTO of AgentField, an open-source infrastructure platform providing cryptographic identity, policy-based orchestration, and verifiable audit trails for AI agents at scale. Previously, he built Covalent, an open-source AI workflow orchestration platform, as Head of Product and Engineering at Agnostiq (acquired by DataRobot). He holds a PhD in Theoretical Physics from Case Western Reserve University and has published research and articles on LLM reasoning, agentic systems, and AI governance.
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04 June 2026 11:30 - 12:00
The AI backend: A system design guide for production AI
Most AI in production today lives in isolated experiments - chatbots, copilots, one-off automations. Moving AI into your actual infrastructure, where other systems depend on its output, is a different problem entirely. This session introduces the AI backend: a dedicated infrastructure layer for software that reasons. Key takeaways: → What "production AI" actually means - the gap between demo-ready and deploy-ready, and why traditional backend patterns break down when software makes decisions instead of executing code →Where intelligence belongs in your stack - the architectural distinction between AI at the edge (assistants, copilots) versus AI embedded in your infrastructure (routing, risk evaluation, escalation) - and why the choice determines everything downstream. → The common abstractions - the primitives that most AI features need regardless of use case: bounded autonomy, durable execution, coordination between agents, cryptographic identity, and audit trails that prove (not just log) what happened → Practical patterns - how to architect systems where AI sits alongside your services as infrastructure, not bolted on as an application. What works, what doesn't, and what the stack looks like. If you're figuring out how to move AI from experiments into your actual backend, this is the system design session for that.