Why AI Agents Fail in Production and How to Build Reliable Ones: Q&A With Suman Debnath
By paul chaney · Source: computer · 2026-07-07
Reliable artificial intelligence (AI) agents are attracting growing attention as organizations move beyond demonstrations (demos) and into real-world deployment. Early agent demos often appear impressive, yet many fail when exposed to unpredictable production environments. Nearly 95% of AI pilots fail to reach production, highlighting the persistent gap between experimentation and operational reliability. Understanding that gap [...] The post Why AI Agents Fail in Production and How to Build Reliable Ones: Q&A With Suman Debnath appeared first on IEEE Computer Society .
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