AI is reshaping lower-middle-market M&A by taking over the busywork around a deal, not by finding the deal or closing it for you.
Where it helps
At Salt Creek Advisory, the hours that used to disappear were never the calls with owners. They went into upkeep: keeping a pipeline current, remembering who said what and when to follow up, making sure nothing important lived only in someone's head. That's the gap that led me to start building HelmIQ, and it's the part of the process where AI earns its keep now:
- Keeping companies, contacts, and notes organized and current in one place, instead of scattered across a spreadsheet and someone's memory.
- Drafting follow-ups and prep so the reminder and the rough first pass are already sitting there when you need them.
- Keeping every deal and every stage visible, so nothing slips because it wasn't written down.
None of that is glamorous, but it's time that's better spent on the phone with an owner.
Where it doesn't replace judgment
The parts of this business that matter most are still entirely human:
- Sourcing runs on relationships built over years, not a database query.
- Negotiation means reading a room and knowing when to stay quiet.
- Figuring out why an owner is really selling, what they're afraid of, what they need to hear before they'll trust you with thirty years of their life's work, is something no software does.
I don't think that changes because a tool got smarter. Owners aren't selling to a pipeline, they're selling to a person they've decided to trust, and that decision still gets made the old way. I don't want that to change.
What this means if you're doing deals right now
Use AI for the organizing and the busywork, and protect the time that frees up for the parts only a person can do. If a tool helps you source better relationships or read an owner more clearly, keep it. If it's just automating admin, that's still worth doing, but don't mistake it for the real work. The risk isn't that AI takes over dealmaking. It's that firms get so comfortable automating the easy parts that they stop investing in the hard ones.
The advantage over the next few years won't go to the firms with the most AI. It'll go to the firms that use it to buy back time for the human part of the job. I don't know yet exactly how that shakes out in practice, but it's the bet I'm making with my own time right now.