From ChatGPT to OpenClaw: Field Testing the Agentic Enterprise Problem

04/09/2026
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In this blog, EMA’s Herb Blecher shares a hands-on journey from ChatGPT to OpenClaw to reveal a bigger issue: the “agentic enterprise” isn’t a tool problem, it’s an architecture problem.

While AI tools excel at reasoning with the right context, they still struggle with execution, especially across systems. Add in challenges around observability, scalability, and cost, and it’s clear most organizations aren’t ready to move from pilot to production.

The takeaway? Success with agentic AI isn’t about picking the right tool, it’s about building the infrastructure to make them work together.

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