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Gammaxon Workbench

Gammaxon Workbench hosts engagement workspaces, model catalogs, and partner APIs. One governed environment for the engineers, models, and partner systems behind each AI program, deployable wherever your data has to stay.

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What it does

Four building blocks for AI that has to run in your environment

Each one ships in the same release, whether it is installed in a cloud account or in a locked room.

Engagement workspaces

One governed workspace per program. Datasets, prompts, evaluation suites, experiment history, and the people who work on them share a single access boundary.

  • Role-based membership with per-dataset grants
  • Versioned prompts and evaluation sets
  • Every change attributed and written to the audit log

Model catalogs

Curated, versioned models with their provenance attached. Promote a model from test to production through an approval step your reviewers control.

  • Weights, licenses, and evaluation scores recorded per version
  • Approval history for every promotion
  • Roll back to any approved version in one step

Partner APIs

Stable, documented interfaces for the systems and vendors that need to talk to your AI, with versioning you can plan around.

  • Versioned REST and GraphQL APIs with an OpenAPI description
  • Scoped, expiring tokens per partner and per workspace
  • Rate limits and usage reports for every consumer

Air-gapped deployment kits

Everything needed to install and update with no outside connection: signed installers, container images, and model bundles, built for media transfer review.

  • Same release as the connected build
  • Update bundles verified on arrival, applied in your maintenance window
  • An engineer on site for the first install

Architecture

Everything inside one boundary you draw

Requests flow down through four layers. Nothing in them needs to reach the internet.

Your boundary: data center, private cloud, or an air-gapped rack

  1. Clients

    • Operators and analysts
    • Internal applications
    • Partner systems

  2. Access layer

    • Partner API gateway
    • Identity and roles
    • Audit log

  3. Gammaxon Workbench core

    • Engagement workspaces
    • Model catalog
    • Evaluation runner
    • Job queues

  4. Runtime and storage

    • Model runtimes (GPU or CPU)
    • Object storage
    • Relational database

Outside the boundary: signed update bundles, delivered on removable media or over a link you approve. The platform never starts an outbound connection on its own.

Reference layout. Single-site, multi-site, and fully offline installs use the same components.

Integrations

Fits the systems you already run

Standard protocols throughout, so your identity, data, and monitoring teams keep the tools they trust.

Identity and access

  • SAML 2.0
  • OpenID Connect
  • LDAP and Active Directory
  • SCIM provisioning
  • Hardware security keys

Data and storage

  • S3-compatible object storage
  • PostgreSQL
  • Kafka
  • Parquet and CSV import
  • NFS and SMB shares

Operations

  • Syslog
  • OpenTelemetry
  • Prometheus metrics
  • SIEM export
  • Webhooks

Developers

Built to be integrated

The partner API is versioned, documented, and covered by a published deprecation policy. Full reference documentation lives behind the customer portal. Integrators and automated clients can start at the internal API advertised in /llms.txt.

  • API description: https://test.api.gammaxon.com/openapi.json
  • Service health: https://test.api.gammaxon.com/v1/status
# API description
curl https://test.api.gammaxon.com/openapi.json

# Service health
curl https://test.api.gammaxon.com/v1/status

See it running on your hardware

Tell us where the model has to run. We will show you how Gammaxon Workbench gets it there.

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