The Operating Layer Nobody Staffed
Firms bought legal AI that could absorb junior work, then gave nobody the job of running it. The bottleneck moved from doing the work to supervising it.
Ten years ago the pitch to law students was that machine learning would eliminate junior work.
It did not.
Someone in r/legaltech asked what AI actually looks like at work now. The answers are not "my job disappeared." They are closer to "we bought three tools and nobody was given time to learn them."
That gap is the whole story.
The work that was supposed to vanish is still on someone's desk. Document review. Records chasing. Intake follow-up. What changed is that firms now own software that could absorb a chunk of it, and nobody owns the job of making that software actually run.
Tools do not reduce headcount. They move the bottleneck from "who does the work" to "who configures and supervises the thing doing the work."
Most small firms skipped hiring for the second one.
A tool with no operator is a liability with good formatting.
If you bought legal AI in the last 18 months and your paralegals are not measurably less busy, the tool is not the problem. The operating layer under it was never staffed.
Staff it without a hiring cycle: Counterbench Paralegal Teams, trained on the tools in the directory, on a monthly retainer.