AI that runs on your network, answers from your records, and shows its work

One binary on your own hardware. No cloud, no outside calls, runs fully disconnected with local models. Every answer traces back to the specific records that produced it.

Download Trivyn free Email the founder

single binary  ·  runs air-gapped  ·  works with local models

Built for problems where plausible is not enough

We build domain-specific AI systems for organizations whose decisions depend on changing rules, authoritative records, and complex relationships.

  • Correlate findings, controls, evidence, and operational risk.
  • Determine which guidance is current and which has been superseded.
  • Reconcile terminology and records across incompatible systems.
  • Produce answers with traceable evidence and reproducible reasoning.
  • Deploy locally, privately, or fully disconnected.

What we make, and how it fits together

:workbench

Trivyn

Drafts the structured model of a domain from the data you already have, or from a plain description. A person reviews and approves it before anything depends on it.

free · in beta Explore Trivyn →
:engine

MOOSE

Keeps a structured, verifiable record of the domain and answers from it. The language model is double-checked, and every answer traces back to the records behind it.

closed source · runs on your hardware How the engine works →
:application

Domain systems

Built on MOOSE for one organization's domain, rules, and records.

public reference application MOOSEDev See it and the benchmark →

What we sell is that last step: domain systems built on MOOSE for organizations that need answers they can audit, in defense, intelligence, government analytics, and regulated industries. Trivyn is free and gets you the domain model.

Deploy on your terms

Self-Hosted

On-premises, private cloud, or air-gapped. A single binary: point it at your model provider and go.

Bring Your Own Model

Ollama for fully local AI with no external calls, or OpenRouter and OpenAI if you prefer. Switch at runtime.

Data Sovereignty

Your data never leaves your servers. Credentials encrypted at rest. No calls to outside services required.

How we make money

:free

Trivyn is free for internal use: personal, academic, government, and commercial, including production. Redistributing it, embedding it in another product, or hosting it for third parties takes a separate agreement. No registration, no license keys, and your data never touches my servers.

:paid

What I sell: support, fixed-fee deployment engagements, and custom solutions built on the MOOSE engine.

An enterprise edition: auth, multi-user, the things organizations need to run Trivyn together. It's on the roadmap and will be built with its first customers; if that's you, email me.

If you just want the free tool, that's fine too: download and enjoy.

Talk to the person who built it

Trivyn is a one-founder company, and the founder is the engineer. Email me directly, I read and answer everything myself.

  • Find out if Trivyn is a good fit for your problem.
  • A live demo
  • An honest no if it isn't a fit
Download Trivyn free Email the founder

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