Every department wants something different from the same tool.
Sales wants speed. Legal wants control. IT wants security. Finance wants a predictable line item.
The same AI deployment gets evaluated against four different definitions of success, often by teams that never sit in the same room.
That's not a sign the tool is wrong. It's a sign that enterprise AI rollouts need to satisfy more than one stakeholder's version of "it's working."
The deployments that succeed are the ones that were designed for all four conversations, not just the loudest one.
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1August 25, 2026 23K 2
