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Corporate AI adoption is slower than the hype but faster than before

The enterprise AI story is more uneven than the launch cycle makes it look. Many companies are experimenting, but deep integration remains harder because workflows, data permissions, procurement, and employee trust all have to change together.

Why it matters: The metric to watch is not how many companies mention AI, but how many can point to repeatable work that improved because of it. Pagish will keep separating pilot noise from operational adoption.