Building the commercial layer of AI.
Technical AI factories turn compute, data and models into intelligence. AI Factory builds the commercial ecosystem around it — the partnerships, market access, customers, capital, community and activation required for adoption.
Move AI from capability to adoption.
The network is the factory.
AI Factory exists to make AI commercially real. Our mission is to build the ecosystems that carry AI into markets — assembling the founders, investors, platforms, enterprises, institutions and communities a technology needs around it, and putting them into productive contact on purpose.
We don't build models, chips or compute. We build the commercial layer above them: the partnerships that create revenue, the market access that shortens entry, the capital relationships that fund the next stage, and the activations that turn interest into adoption. Every engagement starts from one commercial outcome and works backwards to the network required to reach it.
Inputs → Connect → Activate → Outcomes.
One operating model, applied to a single objective at a time.
What a market already has
Inputs
Technology, capital, founders, platforms, customers and institutions exist — they are simply not in contact with each other. We start by mapping which of these an objective actually needs.
Match capability to demand
Connect
We introduce the participants who create motion: buyers to builders, platforms to founders, capital to companies, institutions to markets — with a reason for each relationship to exist.
Turn contact into commitment
Activate
Convenings, founder and developer programs, summits and working sessions engineered around the objective, with follow-through designed in before anyone shows up.
The outcomes are the point: partnerships that hold, markets a company can enter, adoption inside real organizations, and growth that continues after the launch moment passes.
Founders, investors and platforms, in one network.
Founders
Founders get market access instead of cold outreach: the enterprise buyers, platform teams and program pathways that shorten the distance to a first serious customer.
Investors
Investors get proximity to companies and ecosystems early — through founder programs, venture series and convenings where diligence happens in conversation rather than in a deck.
Platforms
Platforms get a developer and founder pipeline, plus co-marketing and co-selling motions that turn their technology into the default in a category.
Because these groups sit inside the same network, a single relationship compounds: a founder program creates investor deal flow, which creates platform adoption, which creates the next enterprise engagement.
Four convictions.
The network is the factory.
Commercial capacity comes from connected participants, not from headcount or a deck.
Adoption is designed.
Markets don't discover good technology on their own. Pathways have to be built.
Signal beats scale.
A smaller, better-composed network produces more commercial motion than a large one.
Ecosystems outlast campaigns.
We build structures meant to keep working after the launch moment passes.
Small, senior, embedded.
- 01
One objective at a time
We start from a single commercial outcome and work backwards to the network required.
- 02
Senior people in the room
The people who design the work are the people who show up to it.
- 03
Built to hand over
Structures, relationships and cadence are documented so a client's team can run them.
Advisors & partners
The people around the work
- LinkedIn ↗
Vince Lynch
CEO of IV.AI; Advisor to AI LA
- LinkedIn ↗
Emi Wayner
Founder of Airship; ex-Google, TikTok
- LinkedIn ↗
Ricky Chandnani
CFO of Fashion Nova
What are you trying to build?
AI companies
Enter a market.
Platforms
Build an ecosystem.
Enterprises
Find emerging technology.
Institutions
Connect markets.