Partnering with a private equity firm on an AI company in 2026 is a different sport from a 2021 fundraise. The model layer is unrecognizable. Investor attention has compressed — you have minutes, not weeks, to make a first impression. And the bar for what a partnership conversation even starts from has moved to "established, revenue-generating business." If you run an agentic AI company and are thinking about a growth partner or an outright sale, here is the playbook we wish every management team had before they reached out.
Before you engage: know your business cold
The single most important thing you can do before you start a partnership conversation is know your business cold — revenue, retention, unit economics, and the workflow you own. We partner with established companies that already have real, paying customers, so the leverage-creating move is being able to show exactly how the business makes money and where it can grow. That moves you from "interesting story" to "real business," and the conversation with any serious firm changes accordingly.
If your metrics are messy, the issue is almost never the product — it is measurement discipline. Get clean numbers on revenue, churn, and margin before you invite anyone into diligence.
What to have in order before you engage
- •A working product that does the core workflow end-to-end for an established base of happy customers.
- •Three customer videos or quotes that describe the problem before you and the result after.
- •A simple metrics dashboard you can screen-share — calls handled, invoices recovered, hours saved, revenue, retention.
- •A clean one-pager describing your thesis, market, product, traction, team, and what a partnership would fund.
- •A 90-second walkthrough showing the product as a customer would experience it.
What to share
Forget the 30-slide teaser. The format that gets a private equity firm to take a meeting in 2026 is two artifacts: a short walkthrough and a memo.
The walkthrough (90 seconds, max)
First 15 seconds: who you are, what you do, who you do it for. Next 60 seconds: the product running live, doing the thing, with real data. Final 15 seconds: traction in one sentence, what a partnership unlocks in one sentence. Management teams who can do this exercise in 90 seconds tend to be the ones who run tight, well-understood businesses.
The memo (one page, no images)
- •What we do — one sentence.
- •Who we do it for — name the customer profile, not the TAM.
- •Why now — what changed in the last 12 months that made this possible.
- •Traction — paying customers, revenue, growth rate, retention. Numbers, not adjectives.
- •Team — who you are, why you, who you'll hire next.
- •What we're looking for — a growth partner, a majority sale, or a significant minority.
The process
The best partnerships we've formed in the last twelve months have run on the same deliberate, honest process — no theatre, no artificial urgency, both sides doing real diligence.
Step 1: First conversations
Share your walkthrough and memo with a short list of firms you'd actually want as partners for the next decade. Have first conversations in the same window. Tell every firm what you're looking for and what your timeline is, and hold to it. Serious partners respect a well-run process.
Step 2: Working sessions
Go deeper only with the firms that move thoughtfully and ask substantive questions. Decline the rest, politely and promptly. Do not let your process be eaten by firms that want to take seven calls before showing any conviction.
Step 3: Diligence and references
Push every firm still in the process to a clear yes or no. Take reference calls in both directions — the firm is checking you, and you should be checking them. The fastest way to get an honest reference on a firm is to ask its portfolio companies "what happens when something goes wrong?"
Step 4: Pick and structure
Pick the partner you'd want to call at 2am the night your biggest customer is threatening to churn. Agree on a clean structure that fits the business. Do not chase a headline valuation you can't grow into, and do not sell to a partner who can't help you when it gets hard.
Structures that work
- •Majority stake — we acquire control and partner with the management team to grow the business.
- •Significant minority — we take a meaningful position while leadership retains control.
- •Full acquisition with retained leadership — owners take liquidity, operators stay to run and grow the company.
- •Structure fit to the business, not to a template — established, lower middle-market agentic AI companies.
- •Valuation anchored to real economics — revenue, retention, and margin, not a category multiple.
What to avoid
- •Long, unfocused teasers. The partner who asks for one is rarely the partner who does the work.
- •Metrics that don't reconcile. "Signed intent" is not revenue.
- •A process with no real partner. Nobody helps you when it gets hard.
- •A valuation set too high to feel good. A number you can't grow into is a future disappointment.
- •Slow firms that promise to "move fast." Trust their behavior, not their words.
The partnerships we form in 2026 are with established agentic AI companies that have real customers, clean numbers, and room to grow. If that's your company, send us the walkthrough.
