AI Due Diligence
Know what the AI is worth before you commit
We conduct independent technical due diligence on AI for investors, acquirers, and enterprises, across mergers and acquisitions, reverse takeovers, and IPOs. We assess what a company owns and whether its AI is defensible, scalable, and worth the price, and we do it under strict confidentiality.
What we assess
From the codebase to the commercial case
We combine deep technical evaluation with executive judgement, so a capital decision rests on engineering reality, not narrative.
IP defensibility
Whether the intellectual property is genuinely defensible, including hidden open-source and copyleft exposure and gaps in IP assignment.
Data assets & provenance
What data the company owns, where it came from, and whether its quality and rights hold up to scrutiny.
Model & architecture risk
Whether the models and architecture are sound, current, and free of the shortcuts that fail under real load.
Scalability & cost at scale
Whether the system scales both technically and economically, with a cost-per-inference that survives growth.
Team & key-person risk
Whether the team can deliver, and whether the business depends too heavily on any single person.
Commercialization & regulatory exposure
Whether the AI is a real, scalable product or a thin wrapper, and what regulatory exposure comes with it.
Who we serve
For investors and enterprises, across the deal lifecycle
We act for investors, acquirers, and enterprises, across mergers and acquisitions, reverse takeovers, and IPOs.
Investors & acquirers
Private equity, venture capital, family offices, and the law firms that advise them, who need to know what the pitch deck will not tell them before capital moves.
Enterprises
Boards and technology leaders assessing an acquisition target, a partner’s technology, or their own AI before they commit to it.
Every side of the deal
Diligence led by a founder who has been on every side of the deal
Our technical due diligence is led by a founder who has built deep technology, raised capital, returned value to investors, and built and sold a networking company to Cisco. That experience is why our assessments combine engineering depth with the executive judgement that decides whether a technology is genuinely defensible, scalable, and worth the price.
$550M
Acquisition by Cisco
$600M+
Returned to investors
$200M+
Capital raised
20+
Technology patents
Work with us
Before the deal closes, know what the technology is worth.
We assess the AI behind the deal under strict confidentiality and give you a clear technical verdict you can act on.
Request a consultation