The AI in Business Podcast
The AI in Business Podcast

Why Enterprise AI Fails Without a Context Engine - with Eran Yahav of Tabnine

Mar 25, 2026 · 30m

<div>Enterprises are facing an 80% failure rate for AI agents in complex tasks because these systems lack the deep understanding required to navigate established legacy environments and existing internal systems. In this episode, Eran Yahav, CTO and co-founder at Tabnine, outlines how an enterprise context engine acts as a persistent memory and mapping layer that onboards AI systems into specific business logic, security perimeters, and organizational dependencies. The conversation highlights how this infrastructure can double agent success rates and reduce …

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