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Argy Chat — Governed AI Assistant for every team

A secure, governed chat experience for the entire organization, not just engineers. Argy Chat integrates with the LLM Gateway to enforce policies, quotas, and audit trails while grounding answers on approved knowledge and connected tools.

Useful links: Argy Code · Argy AI · Blog · Shadow AI

Why Argy Chat

Adopt AI at scale while keeping governance and knowledge boundaries intact.

Governance by design

All prompts flow through the LLM Gateway with policies, quotas, and full audit trails.

Assistant for every role

Give teams a governed assistant grounded on approved internal knowledge.

Document RAG

Upload and index documents (PDF, DOCX, Markdown, HTML, TXT). Enable RAG (Retrieval-Augmented Generation) augments prompts with passages retrieved from your documents to deliver grounded, context-aware responses. to ground answers on your internal knowledge.

Connected MCP tools

Bring internal or external tools from the user workstation via MCP servers, without bypassing governance.

Use Cases

Improve collaboration and decision making across the company, not just in engineering.

HR and People Ops

  • • Policies, onboarding guides, and HR procedures
  • • Consistent answers to employee questions
  • • Auditability for sensitive topics

Product and Marketing

  • • Product briefs and feature FAQs
  • • Competitive research grounded in internal docs
  • • Approved messaging and tone

IT and Engineering

  • • Engineering standards, architecture docs, and internal knowledge
  • • Self-service answers without ticket overload
  • • Same governance as Argy Code and the platform

Legal and Compliance

  • • Policy references and evidence retrieval
  • • Controlled access to sensitive material
  • • Traceable, compliant AI usage

How It Works (high level)

Argy Chat is a governed interface on top of your LLM Gateway and enterprise knowledge sources.

  1. 1) Connect governance — configure LLM providers, quotas, and policies in the LLM Gateway.
  2. 2) Index knowledge — upload documents or share documents to build your RAG knowledge base.
  3. 3) Chat (private or shared) — keep conversations private or share them with the tenant when needed.
  4. 4) Audit and improve — track usage and refine governance rules over time.

Argy Chat experience

A fast, organized workspace with governance built in, from projects to connected tools.

Projects, folders, threads

Keep long-running initiatives structured with projects and folders so teams can share context.

File uploads + RAG

Upload documents and enable RAG to ground answers on internal knowledge.

Connected MCP tools

Call internal systems from MCP servers running on user workstations, with governance preserved.

Real-time streaming

Responses stream in real time via Server-Sent Events (SSE).

Examples & Callouts

Concrete examples with governance in the loop.

Grounded answers

Answers can be grounded on your indexed documents via RAG, reducing ambiguity.

“What is our remote work policy?” → Grounded answer from internal documents → Summary + next steps

Private and shared conversations

Keep conversations private by default, or share them across the tenant when needed.

Private: “Product launch notes” Shared: “Security policies” Result: consistent context for the team

FAQs

Common questions about Argy Chat.

Who is Argy Chat for?

Argy Chat is designed for teams across the organization that need governed AI access. It keeps answers aligned with governance and approved knowledge.

How is it different from a generic chat assistant?

Argy Chat uses the LLM Gateway for governance: policies, quotas, audit logs, and provider routing. Responses can be grounded with document RAG.

Can conversations be private or shared?

Yes. Conversations can be private or shared with the tenant. Governance remains enforced through the LLM Gateway.

Can Argy Chat connect to internal tools?

Yes. Users can connect MCP servers running on their workstation so Argy Chat can call approved tools without leaving the governed environment.

Is it tied to the same AI governance as Argy Code?

Yes. Argy Chat routes all requests through the LLM Gateway and follows the same policies, quotas, and auditability.

European SaaS

GDPR compliant & hosted in EU

No Lock-in

Built on open standards

API-First

Everything is automatable

Ready to get started with Argy?

Start with the Free plan. Upgrade when you're ready, or contact us for an enterprise rollout.