Tag: AI agents

Traditional rule-based automation and AI agents solve fundamentally different problems, but most comparisons are written for Fortune 500 budgets and use cases. Here is a practical framework for mid-market operations leaders who need to decide where rigid automation ends and intelligent agents begin.

Most AI pilots fail not because the technology breaks, but because organizations treat them as tech experiments instead of operations projects. Here is what the 12% that actually reach production do differently — and why governance, workflow mapping, and edge case planning matter more than the model you pick.