Private LLM (CGS-PASS)

What CGS-PASS is

CGS-PASS (Private AI Secure Stack) is Technoware's packaged private-LLM deployment. It combines an open-weight large language model, a retrieval layer over your internal knowledge, role-based access control and full audit logging, delivered on-premise or in a UAE-resident private cloud.

It is built for organisations that want the productivity of generative AI without sending contracts, patient records, financials or customer data to a third-party model provider. Your data stays where your compliance team can see it.

What you get

Model deployment on your GPU servers or a dedicated UAE cloud tenancy, sized to your usage.
Retrieval over your knowledge (RAG) across PDFs, SharePoint, email archives, databases and ticketing systems, with citations.
Role-aware access so each department only sees the documents it is entitled to.
Secure chat interface for staff, plus an API for your own apps, agents and bots.
Audit log of every prompt, source and answer for compliance review.
Fine-tuning on your tone, terminology and formats where it adds value.

Deployment options

On-premise

Installed on your own hardware inside your data centre or office. Air-gapped setups available.

UAE private cloud

A dedicated tenancy in Azure UAE North, AWS me-central-1 or a local provider. Data stays in-country.

Hybrid

Sensitive retrieval on-premise with burst compute in your private cloud for peak load.

Use cases in the UAE

Legal and contractsAsk questions across thousands of agreements, find clauses, compare versions and draft summaries without exposing client matters.

HealthcareClinical and administrative assistants over patient policies, protocols and records, within local health-data rules.

Finance and auditAnalyse reports, reconcile narratives and answer board questions from internal data only.

Government and semi-governmentCitizen-service knowledge bases and internal assistants on sovereign infrastructure.

The outcome

A single, trusted assistant that your whole organisation can use with the confidence that nothing sensitive leaves the building. Staff get answers in seconds instead of hours of searching, and leadership gets a full audit trail.

Common questions

For questions grounded in your own documents, often better, because it only answers from sources you control and cites them. For open-ended creative tasks, frontier models still lead, so we design hybrid setups where appropriate.

A typical department deployment runs on a single server with one or two modern GPUs. We size the hardware to your users and documents during the audit, or run it in your private cloud with no capital spend.

Yes. CGS-PASS exposes a secure API, so your WhatsApp bot, website assistant, voice agent and internal agents can all use it as their brain.

CGS-PASS: a private LLM that never leaves your perimeter.