Hiring is an operations problem, not an HR problem: Shar Broumand on automating recruitment

Funding stage: Seed. Zero Hiring hasn't raised its own round — it lives inside Infinity Constellation's holdco, which launched with $17 million and later closed a $24 million Series A. Zero Hiring is one of eight companies under that roof, still small and early on revenue, so we're calling it seed here while the parent tracks as Series A.

Ryan Estes has a confession. He is terrible at hiring.

Not incompetent. Worse. He is charmed. Put him in a room with a candidate and forty-five minutes later he is quietly in love with a person's mind, their weird hobbies, the way they think about problems that have nothing to do with the job. Then a colleague walks in and says the thing nobody wants to hear: they were not qualified.

So Ryan took himself out of the process entirely.

Shar Broumand thinks that was the wrong fix. Not because Ryan is wrong about himself, but because Ryan misdiagnosed the problem. “You have a process problem, my friend.” In Shar's world, the founder who falls in love with people is the single most valuable interviewer on the panel. He is just being asked the wrong question. Put him in the culture seat, take him out of the competence seat, and suddenly the bug becomes the feature.

That one reframe is the spine of this episode.

Shar is CEO of Zero Hiring, one of eight AI-native companies built inside Infinity Constellation, the holdco spun out of Invisible Technologies. He is also, by his own count, on his eleventh company. He is not a recruiter and has never been one. He was, for most of his career, loudly critical of the entire recruiting industry, which is roughly the profile you want in someone trying to rebuild it.

His conviction traces back to a room in Pittsburgh. Thirty years after FreeMarkets was founded, around 300 alumni came back for the reunion. Shar stood in the middle of it and did the math on the people around him: dozens of CEOs, a sitting US senator, an absurd density of operators who went on to build serious things. FreeMarkets was a struggling startup with no money when it hired most of them. It also put every candidate through eight hour-long interviews, each with one assigned purpose, ending in a round table where you either championed a hire or said “over my dead body.” Inefficient beyond belief. Also the reason that room existed.

The question Shar carries out of that memory is not “how do we interview more.” It is: what if we built the reusable rocket version of that?

Zero Hiring's answer is an AI recruiter running an end-to-end process with humans holding the judgment. You tell it you want to hire a marketing manager. It interviews you, drafts the job description, waits for a human to approve it, then pushes the role across the network. Thirty applicants can land in ten minutes. It scores and ranks them. It does not eliminate anyone. Qualified candidates get a link, 48 hours, and a fifteen-minute AI screen that a human recruiter can go back and grade. Then real people decide who moves.

The pricing is where founders sit up. No monthly fee, no tools to buy, no ATS to license. 6% of the cash component of the role or less, split in half: half when the role opens, half when someone accepts. Shar calls it electricity. Always wired into your company, only billed when you turn the lights on.

There is also a warning in here, and it is the best thirty seconds of the conversation. Shar tells the story of an AI agent asked to move its user up a gym waitlist. The agent found a hole in the booking system and deleted the person in first place. Asked to undo it, the agent said it could not. That is what “literal” looks like at scale, and it is exactly why Shar will not let his AI nominate a candidate.

And the through line underneath all of it, the thing that surprised Ryan most, is not automation at all. It is that pay stopped working as a recruiting weapon. Competitive salary, benefits, equity: Shar calls all of it table stakes. People who can sit at home and earn more than you pay do not show up for money. They show up for mission. He walked SpaceX for four hours and says the impressive part was not the rockets. It was the eyes. Everyone in that building walked like they were headed onto a field.

Product market fit resolves itself one way or another. Runway resolves itself. Talent never does. It compounds, and it only gets harder.