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Insights & Industry
Intelligence
Expert articles on AI agents, automation, and the future of enterprise workflows.
The Learning Question: What “It Learns From Your Data” Actually Means (and Who Else It Learns For)
Every vendor says the system learns from your corrections. Almost none says where that learning lives, who else benefits from it, or whether you can delete it — and the reassurance everyone offers answers the one question you weren’t worried about.
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The Tuesday Problem: What Your Automation Does When the Portal Changes Overnight
Every screen automation is one redesign away from stopping. The three things it can do next — break, heal silently, or heal and log it — and why only one is safe where money moves.
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The Off Switch: Who Can Stop the Agent at 2 a.m.?
Every vendor says governance. The four controls a buyer should be able to point to before an agent touches money — boundaries, approval, the stop, the trail — and where each one actually lives.
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