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Tag: LLM agent automation ROI

Why 82% of AI Automation Pilots Fail in 2026—and How to Ensure Lasting ROI

As we move further into 2026, businesses of every size are racing to automate workflows with AI. Yet research shows that 82% of AI automation initiatives—especially those involving LLM agents and complex workflow orchestration—fail to…

July 20, 2026 By Congni Tech 0

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