What Leading Enterprises Know About Governing AI at Scale
A year ago, enterprise leaders were asking whether AI could deliver operational value. Most have their answer. The question has moved on — and it’s harder: how do you scale AI without losing control of what you’ve built?
That’s where most strategies hit their limits. Not at the pilot stage, and not for lack of ambition. Because deploying AI and governing it are two different problems — and only one of them has been getting the attention it deserves.
Organizations Are Scaling AI Faster Than They’re Governing It
AI fluency is growing quickly across the enterprise. Leaders aren’t asking for basic introductions anymore. Instead, they’re asking where to apply AI, how to scale it, and whether they can trust what they’ve built.
At the same time, a gap is starting to emerge. Widespread experimentation hasn’t translated into real scale—nearly two-thirdsof organizations still haven’t deployed AI across the enterprise....
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