What Founders Should Know About M&A
AI House | August 6, 2026

Founders got a behind-the-scenes look at M&A during a recent AI House event in Seattle. The conversation focused on when and how founders should think about M&A, how corporate buyers evaluate acquisitions, the messy reality of the process from LOI to close, and the challenges of post‑acquisition integration.
Some takeaways:
— M&A is a tool to accelerate the acquirer's strategy. They source potential targets via ecosystem relationships and internal product/engineering leaders, and evaluate them on strategic fit and vision alignment, since acquisitions are the beginning of a long relationship.
— M&A is a long, messy process that requires clear‑eyed due diligence from founders. They must do their own research on acquirers, and they should expect a complex process with many stakeholders.
— Founders should think of M&A alongside financing — any round, IPO, or sale is trading equity for money — so when you consider selling 20% in a round, you should also ask what selling 100% might look like.
— Integrity and selective transparency are crucial. While you can’t be fully transparent with everyone at all times, you must preserve integrity and trust with employees, boards, investors, and acquirers.
— Think about a second bidder if possible. This can can create meaningful negotiating leverage.
— Investor incentives and cap table structure can heavily shape what deals are possible. When an offer appears, founders must quickly understand who gets what (investors, founders, employees), how preferences and voting rights work, and that some investors may resist “good but not huge” exits.
— Time kills all deals. Once you sign the LOI, speed is everything. Deals can fall apart right up to the wire, so the priority between signing and closing is moving as fast as possible.
— On that note, AI is already changing deal speed. Teams can go from first conversation to close much faster.
— Integration is a bear hug, not a finish line. Clear ownership of workstreams and keeping admin overhead off founders' plates can help.
Thanks to our panelists: Kenn So and Anya Malik from OpenAI, Pierre Martin (AI House venture partner and co-founder of Gavel, recently acquired by Relativity), and AI House's Jacob Colker and Oren Etzioni.