We fund the layer underneath the models.
Applied AI is bottlenecked by unglamorous things — silicon supply, data rails, deployment engineering, regulatory throughput. That's where Xvian Capital puts money.
Four areas
Compute演算
Edge inference silicon and the thermal, power and attestation problems that come with putting it in a hospital basement.
Data rails経路
De-identification, federation and consent infrastructure. Boring, essential, badly served.
Deployment実装
The integration layer between a model that works and a clinical system that will accept it.
Assurance保証
Verification, audit tooling and the market structure for trusting a model you didn't train.
Operator capital, not tourist capital
We write cheques into companies whose problems we've had ourselves. That usually means a smaller cheque, a longer horizon and more time in your engineering standups than a typical fund would offer.
- ◈StageSeed to Series A. First institutional money is fine.
- ◈ChequeA$500k – A$5M, with reserves.
- ◈GeographyAsia-Pacific first. Australia, Singapore, Japan, Korea.
- ◈What we don't doConsumer, adtech, or anything where the model is the whole product.
neon reflections on glass, blue grade
Selected positions
| Company | Sector | Stage | Entry | Status |
|---|---|---|---|---|
| — | Edge silicon | Seed | 2024 | ACTIVE |
| — | Federated data | Series A | 2025 | ACTIVE |
| — | Clinical integration | Seed | 2025 | ACTIVE |
| — | Model assurance | Pre-seed | 2026 | NEW |
Nothing on this page is an offer of securities or investment advice. Portfolio detail shown is placeholder content. Xvian Capital deals only with wholesale and sophisticated investors as defined under the Corporations Act 2001 (Cth).
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