Recruitment Agencies Just Got Priced On Judgment
A funding round in my own industry is a strange thing to read about. Spott raised a Series A to bring agentic AI to recruitment agencies, and the pitch will be familiar to anyone who has sat through a vendor demo this year. The agents source, screen, schedule and follow up. The recruiter supervises. The agency does more with fewer people.
Most of the commentary will land on headcount, and that is the reading I think is wrong. Sourcing, screening and scheduling were never the expensive part of recruitment. They were the visible part, the activity that justified the invoice while the actual value sat somewhere less legible: knowing which of two similar candidates will survive a particular team, knowing when a brief is describing a person who does not exist, knowing which client is about to waste six weeks of everyone's time. Automate the visible part and you do not remove the cost. You remove the cover.
When the process becomes free, the only thing left to sell is the judgment the process was hiding.
This is the same repricing happening inside every function AI touches, arriving now at my own door. The work that can be specified is being compressed toward zero. The work that resists specification, the judgment built from having watched several hundred hires succeed and fail, becomes the entire product. I expect the agencies that struggle will be the ones whose senior people spent their days coordinating rather than deciding, because coordination is precisely what the funded software does well. The ones that do fine will look smaller and more expensive per head.
The talent-market read extends well past my industry. If you are hiring anyone whose role is partly process and partly discernment, and that describes most of middle management, the process half is now a depreciating asset. You should be interviewing for the other half explicitly rather than inferring it from years of service. Ask candidates about the calls they got wrong and what they changed. That question is uncomfortable, unfakeable, and it separates people who have accumulated experience from people who have accumulated tenure.
For hiring leaders, the practical read is simple. Before you buy the agentic tooling for any function, write down what your best person in that function actually knows that the tool will never learn, and make sure that person is still in the building a year from now.
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