What AI actually does in an M&A process
Research, analysis, drafting, monitoring, memory. Never decisions.

On this page8 sections

1. There is no robot broker
2. Research: who could buy this business, and why
3. Analysis: the skeptic’s work, done for your side
4. Drafting: one set of facts, many audiences
5. Monitoring and memory: the work that never sleeps
6. What requires your sign-off — always
7. What stays with a senior principal
8. Common follow-up questions

There is no robot broker

Let’s kill the fear directly. No AI calls buyers about your business. No AI negotiates your price. No AI shares your documents on its own judgment. If you picture a machine running your sale while nobody watches, that is not what this is — and any firm that describes it that way should worry you. What AI actually does is the enormous volume of skilled desk work that a sale requires, at a scale and consistency no human team can match. Here is the concrete list.

Research: who could buy this business, and why

• Continuously researches the buyer landscape: strategic acquirers, private equity platforms, PE-backed add-on platforms, family offices, independent sponsors, search funds, owner-operators.
• Scores each prospective buyer against your specific business — their acquisition history, stated criteria, and fit.
• Builds the rationale for why each buyer would want this business before anyone is approached.

Analysis: the skeptic’s work, done for your side

• Runs the Buyer Simulation before market: works your business like a skeptical acquirer — the questions they’ll ask, the discounts they’ll push, the concentration and owner-dependence weaknesses — so you fix issues before they become price cuts.
• Deconstructs every offer term by term: cash at close, earnout, escrow, seller note, working capital, exposure — so offers are compared on substance, not headline price.

Drafting: one set of facts, many audiences

• Builds buyer-specific materials from one set of verified facts — the strategic acquirer, the family office and the search fund each read the case that matters to them.
• Pre-answers diligence: the questions buyers reliably ask are answered and documented before they are asked.

Monitoring and memory: the work that never sleeps

• Tracks every diligence request to resolution — nothing ages in an inbox.
• Watches deal risk continuously: a buyer slowing down, a deadline drifting, a pattern that signals a re-trade coming.
• Enforces NDA-first access: no name, no number, no document moves to any buyer unsigned, and every view is logged.
• Remembers everything: every conversation, every question, every “not now” — and follows up relentlessly, around the clock.

The full system is described on The Engine page.

What requires your sign-off — always

The one rule of our process: AI does the work, the owner makes every decision. Specifically, nothing on this list happens without your written go-ahead: approaching any buyer; revealing your identity or your numbers; sharing any document; accepting, rejecting or countering any term; signing anything. The AI can recommend; it cannot act on anything material. You are not along for the ride — you are driving it.

What stays with a senior principal

Some work belongs to people, and pretending otherwise would be dishonest. A senior member of our deal team runs the negotiations, reads the buyer across the table, manages the relationships, coordinates the lawyers and accountants through closing, and answers for the outcome.

AI makes that principal better armed than any traditional process could — every fact at hand, every term analyzed, every risk flagged early — but the judgment is human. If you want to see how this division of labor compares with a traditional brokerage, the interactive AI vs. Broker page walks through it.

Common follow-up questions

General information only, researched and drafted with AI assistance — not legal, tax, financial or valuation advice. See our terms.