Why Adding an AI Agent to a Broken Workflow Usually Fails
Adding an AI agent to a broken workflow rarely fixes it. Here's why the failure is usually the process, not the model and what to map before you automate.
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#coordination layer
Why Most AI Adoption Projects Start at the Wrong Layer
Most AI adoption fails not because the model is bad, but because teams skip the workflow redesign and bolt AI onto a broken coordination layer. Here is where adoption should actually start.