We provide responsible reasoning AI for your corporation.
Frontier AI reasoning on your most confidential data — without the data ever leaving your company.
Your best data is exactly the data you can't give to AI.
Formulas, deal terms, pre-filing patents, process know-how: the decisions that matter most run on data that must not leave the company. So enterprises either block frontier AI — or quietly leak into it.
DLP & redaction
Filters strip what they recognize — and ship all remaining context to the cloud. What the classifier misses, leaks.
Homomorphic encryption
Provably private, but orders of magnitude too slow and costly for LLM-scale reasoning. Practical hardware is years away.
Local models only
Data stays home — but local models can't match frontier reasoning on hard, high-stakes decisions.
Transform, don't block.
A local model converts your confidential context into a semantically faithful but generic representation. The frontier model reasons on it — and never sees the real data.
Abstract — inside your walls
Confidential data and business context are transformed locally into a generic, semantically faithful task.
Reason — at the frontier
The world's best AI models reason on the abstract task and return an abstract recommendation.
Re-contextualize — locally
The answer is grounded back into your real data, on-premise: a decision, fully in context.
Enterprise boundary: steps 1 and 3 run inside your infrastructure. Inspired by homomorphic encryption — a structure-preserving transformation, reason(abstract(x)) ≈ abstract(reason(x)) — at practical speed instead of cryptographic cost.
Two conversations, one address.
For corporations
You want your teams to use the best AI available — on the data that actually matters — without betting trade secrets on a provider's promise.
- Frontier-grade reasoning on confidential documents, on-premise
- Built for IP-heavy industries: pharma, manufacturing, legal & finance, public sector
- Designed for EU AI Act and sovereignty requirements
- Early design-partner program: shape the product on your real cases
For investors
We are building the privacy layer that lets European enterprises use frontier AI on their most sensitive decisions — with guarantees, not promises.
- Deep-tech, research-driven approach with a working prototype
- Founded in Vienna, EU-first go-to-market
- Positioned between security tools that block and models that underdeliver