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About speaker

Raj Navakoti

Raj Navakoti

IKEA (Ingka Digital)

Staff Software Engineer & AI Researcher

Raj Navakoti is a Staff Software Engineer at IKEA’s digital hub in Amsterdam, where he focuses on enterprise architecture and AI agent systems. He is the creator of Demand-Driven Context (DDC), a research framework for curating domain knowledge for AI agents, with research published on arXiv and under review at IEEE. Raj speaks internationally on reverse-engineering domain complexity in legacy systems and building context-aware AI. When he’s not deep in code, he’s exploring the intersection of neuroscience and technology.

Talk details

Day 2 (10/1)

11:10 – 11:55
thu 1
11:10 – 11:55
Talk
AI/ML by Bosch General

Your AI Agent Doesn’t Need a Smarter Model — It Needs to Know Your Domain

Raj Navakoti
Raj Navakoti Staff Software Engineer & AI Researcher at IKEA (Ingka Digital)
Agentic Engineering AI

Every talk this year is about making AI agents do more — write more code, take more actions, run more autonomously. Yet many enterprise AI pilots still fail to deliver production value, and the usual suspects — model choice, prompts, infrastructure — are often not the real culprit.

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