Loxia Labs · Microsoft for Startups

Secure AI for regulated enterprises.

We build AI infrastructure and developer tooling for organizations that can’t use the cloud. Run modern AI on infrastructure you already control — with the governance, auditability, and data residency your industry requires.

Defense · Healthcare · Finance · Government

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Working with regulated enterprises and institutional partners

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Design partner
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Our thesis

The most valuable near-term opportunity in enterprise AI is with the organizations locked out of it.

Banks, hospitals, defense contractors, and government agencies can’t adopt Copilot, hosted LLM APIs, or most cloud AI services. Compliance, data residency, and sovereignty rules make it impossible.

The answer isn’t another hosted product. It’s infrastructure the customer already owns, running modern AI under their governance — with nothing ever leaving their perimeter.

That’s what Loxia Labs builds.

What we build

Two products. One foundation.

DANI is the infrastructure layer. OnBuzz is the flagship application that demonstrates what secure, on-prem AI unlocks.

Infrastructure

DANI

Decentralized AI Network Infrastructure

On-premise AI inference across the hardware your enterprise already owns. Zero cloud exposure. Minutes to deploy. Auditable end-to-end.

  • Runs on GPUs, NPUs, and CPUs across your fleet
  • Configurable zero-egress posture
  • OpenAI-compatible interface
  • Fixed pricing — not per-token
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Application

OnBuzz

AI coding assistant · secure by default

A coding assistant that generates secure, deploy-ready code — built for anyone, for anything, all-in-one. Fine-tuned on secure coding patterns. IDE extension included.

  • Fine-tuned on secure coding patterns
  • Works in your IDE — benchmarked against major assistants
  • Credits-based tiered pricing
  • Compliance-sensitive codebases supported
Open OnBuzzPricing

Who we build for

Every vertical where AI has to prove it’s safe before it’s useful.

Defense

Classified-adjacent workflows that can’t touch public cloud. Air-gapped operation. Chain-of-custody on every inference.

Healthcare

PHI stays inside the hospital perimeter. HIPAA-aligned audit posture. No BAA gymnastics with external LLM vendors.

Finance & banking

Trading data, customer records, and model outputs governed by a single control plane you operate. Regulator-ready trails.

Government

Sovereignty by default. Data residency enforced at the network boundary. Transparent, Western-aligned supply chain.

Security posture

Engineered to pass the review.

CISOs don’t need another marketing deck. They need a clean architecture diagram, a crisp data-flow story, and a control plane they can audit. That’s what we build toward.

Read the full security posture

  • On-premise by default

    No data ever leaves your perimeter

  • Zero(Configurable) egress

    Outbound connectivity policy-gated

  • Auditable end-to-end

    Every inference logged and attributable

  • Built on Azure

    Microsoft for Startups — transparent supply chain

SOC 2 and ISO 27001 — in progress.

Ready to run modern AI on your own infrastructure?

Talk to a founder. We’ll walk your team through architecture, compliance posture, and what a 30-day pilot looks like.

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