Evidence in
An assessment should trace back to the evidence behind it — with where that evidence came from, and how uncertain it is, visible rather than smoothed away.
NUAI · Parent company
Better judgment for consequential capital.
Every day, people decide which founders, funds and opportunities deserve conviction — and most of them cannot show their working afterwards. NUAI builds the evidence layer those decisions deserve.
Our standard
Not another database. A clearer decision.
Information is only worth having if it helps the right person decide what to do next — and can still explain itself a year later. Every NUAI company is built to the same three-part standard.
Human judgment applied
AI does the homework. The call — and the accountability for it — stays with the person who has to defend it.
Outcomes learned
Judgment should compound. What an organisation learns from a decision ought to outlast the individual who made it — the standard we are building each company toward.
The parent company
Built around the quality of the decision.
NUAI builds businesses to one standard, not one template. Each company keeps its own decision-maker, mandate and product; we hold the discipline behind all of them — and publish what we learn about how capital decisions are actually made.
Specialised products.
Shared conviction.
The products are our own: independently developed, pre-existing intellectual property, never commissioned by or assigned to anyone else.
- Company
- NUAI
- Founded by
- Tick Jiang and Duan Tianyi
- Based in
- Melbourne, Australia
- Category
- Conviction infrastructure for private capital
- Companies
- NUVC · NUVC Family Office
- IP
- Founder-built, founder-owned, unencumbered
How the work gets done
Two people. Ninety-six agents.
A small human core directing a large machine one — with the judgment calls kept where they belong.
2 Co-founders
Direction, product and technical judgment, and the taste calls. Not delegated.
Advisors Senior human network
Domain judgment from people who have done the thing, where it cannot be substituted.
96 AI agents
A specialised agent workforce building the products and running operations.
Why this exists
A decision you cannot reconstruct is one you will make again.
That is the whole of it. Everything NUAI builds exists to close the distance between a decision and a defensible one. For company, research, media and partnership enquiries, speak with us.