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cybiont – Fertigung

Swiss deep-tech company: multi-GPU inference software Gentian, governance controls and the Nidus runtime for AI-assisted engineering

cybiont Logo

cybiont GmbH

Schübelbach, SZ (Switzerland)New on Amplifa

GmbHLegal form
CHE-181.012.237UID
Dr. Danil GorinevskiFounder

About cybiont

cybiont is a Swiss deep-tech GmbH based in Schübelbach in the canton of Schwyz. The company develops Gentian, multi-GPU software for inference and training that runs on existing NVIDIA production servers and supports both single-node and multi-node operation. According to the company, it enables roughly 2.5x context capacity on an eight-GPU server (over 1.3 million tokens) as well as a stable retrieval cache hit rate above 95 percent. Every response can be annotated with a signed, device-bound record that is verifiable offline. In addition, cybiont operates under the same GmbH the Governance program for controls on AI usage in regulated organisations and Nidus, a governance runtime that mechanises the V-Model and makes AI-assisted engineering auditable. Publications in English and German; a preprint on Nidus is available on arXiv.

Site
Schübelbach, Canton of Schwyz, Switzerland
Processes
Multi-GPU inference and training software (Gentian), Signed AI response records / governance controls for regulated organisations, Governance runtime for AI-assisted development (Nidus)
Materials
Gentian Software, Governance, Nidus
Certificates
Public reference implementation for verifying signed records
Industries
AI infrastructure, Regulated organisations, AI-assisted engineering
  1. 01

    Software development

  2. 02

    Prototypes/reference implementations

  3. 03

    Public verification (signed records)

  4. 04

    Piloting at the customer

Products and Programs

GENTIAN

Gentian Software

Multi-GPU inference and training software for existing NVIDIA hardware, demonstrated on vLLM and Megatron.

GOV

Governance

Signed AI response records, browser-native DLP and policy enforcement for regulated organisations.

NIDUS

Nidus

Governance runtime that mechanises the V-Model and unifies requirements, architecture, traces and evidence in one auditable artefact.

Location

Standort Schübelbach

Schübelbach

CH

Company headquarters

Inside the production

cybiont – Banner
cybiont – Banner

Industries

AI infrastructureRegulated organisationsAI-assisted engineering

Additional services

Multi-GPU inference and training software (Gentian)Signed AI response records / governance controls for regulated organisationsGovernance runtime for AI-assisted development (Nidus)

Verification and Auditability

Public metrics are annotated with measurement conditions; signed response records can be verified offline with a reference implementation, and even manipulated copies are detected.

EvidenceSchübelbach
Public reference implementation for verifying signed records

History

  1. 2026

    August 13: publication of a public reference implementation for signed AI response records; verification of signed records including a manipulated copy; all public metrics annotated with measurement conditions.

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