AI creates more than teams can check.
At first, it feels like speed.
More drafts.
More summaries.
More plans.
More decisions.
Then the hidden cost shows up.
A wrong answer gets reused.
An old note looks current.
A decision has no owner.
The same question comes back twice.
One wrong page can create more work than a hundred right ones.
The bottleneck is no longer creation.
It is verification.
HeadTabs is for teams that need to see:
What changed.
What still holds.
Who owns the next step.
Because more words do not create more truth.
I am documenting how to spot AI review debt, reduce the load, and keep work moving.
Building with AI exposed the problem.
Creation is cheap.
Verification is not.
If AI is already adding review debt to your team, leave your email.
Get the field notes on AI review debt.