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.

What it costs

The expensive part is not knowing why.

Capital decisions are made once and lived with for years. The cost is rarely the decision itself. It is being unable to reconstruct it afterwards.

If you are raising

A raise fails quietly. Nobody tells you what was missing, or who was never going to say yes.

If you are investing

Move too slowly and you miss the company that mattered. Move too fast and you back a case your partners cannot defend.

If you are allocating

A wrong eight-figure call is expensive. A firm that cannot say why it made the call has no way to make a better one.

Our companies

One standard. Two specialised businesses.

Each company is designed around a distinct decision-maker, mandate and measure of success.

Founders + venture capital firms01

NUVC

Know where you stand. Know who fits. Know why.

Venture decision intelligence for founders raising capital and for venture capital firms assessing opportunity against a mandate. It scales the homework behind a decision — never the authority for it.

Explore NUVC
Family offices02

NUVC Family Office

Preserve the judgment behind the capital.

Investment intelligence for family offices allocating to venture capital: screening funds, applying an allocation mandate and managing GP relationships across vintages — with the evidence and uncertainty behind each call kept on the record.

Discuss family office partnerships
Coming soon03

REPYH

A founder community on the earliest side of the ecosystem, convened rather than owned. NUAI takes no equity in it. We will say more when there is a date.

Visit REPYH

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.

01

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.

02

Human judgment applied

AI does the homework. The call — and the accountability for it — stays with the person who has to defend it.

03

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.

2Co-founders

Direction, product and technical judgment, and the taste calls. Not delegated.

AdvisorsSenior human network

Domain judgment from people who have done the thing, where it cannot be substituted.

96AI 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.