Scalytics Connect

Scalytics Connect is a private AI operations platform for organizations that need governance, deployment control, and auditability for GenAI workloads.

Built by Scalytics, it is designed for teams that cannot rely on unmanaged black-box AI tooling.

The Niche We Serve

Most AI chat stacks optimize for speed-to-demo. Scalytics Connect optimizes for production control:

• data locality and controlled model access
• role-based permissions and policy enforcement
• local + external model support in one platform
• self-hosted deployment workflows (including GCP)

For Enterprise Teams

Use Scalytics Connect when you need:

• governed AI operations across departments
• user/group/permission controls at model and provider level
• API key and integration governance
• operational visibility (usage, maintenance, admin controls)
• deployment ownership for compliance and security requirements

For Developers

What you get in this repo:

• Node/Express backend with modular routes/services
• React frontend for chat + administration
• Python services/workers for inference and deep research
• vLLM-based local inference support
• MCP tool and agent integration surface

Key areas:

• src/routes/ API surface
• src/services/ orchestration, providers, model logic
• src/python_services/ deep-search/research services
• frontend/ web app
• deploy/ deployment scripts
• docs/ OpenAPI/docs assets

Core Capabilities

• Multi-model routing (local and external providers)
• Local model lifecycle management (discover, download, activate, optimize)
• User/group/permission management
• Provider/API key administration
• Agent workflows + MCP tools
• Deep-search/research pipeline

Quick Start (Local)

Backend:

npm install
npm run setup
npm run dev

Frontend (separate process):

cd frontend
npm install
npm start

Production/GCP deployment guidance: deploy/README.md

Documentation

Start here: docs/index.md

• User docs: docs/user/
• Admin docs: docs/admin/
• Developer docs: docs/developer/
• OpenAPI spec: docs/openapi.json
• Static API docs: docs/api-docs.html

Contributing and Governance

• Contribution guide: CONTRIBUTING.md
• Code of conduct: CODE_OF_CONDUCT.md
• Security reporting: SECURITY.md
• Maintainer policy: MAINTAINERS.md
• Changelog: CHANGELOG.md

API and Docs

• OpenAPI spec: docs/openapi.json
• Build static API docs:

npm run build:api-docs

Security Baseline

Before production use:

• configure secrets only via environment variables
• run services with least privilege
• validate access policies for users, groups, models, and providers
• review deployment hardening in deploy/

License

Apache License 2.0. See LICENSE and NOTICE.