Private GenAI Prahari Line · PRAHARI–CP

Cipher

Cipher is a Gen-AI ensemble framework that fine-tunes on a private document corpus — SOPs, manuals, HR policy, whatever you give it — to answer questions grounded in your own material, deployed entirely within your infrastructure.

Grounding

Private corpus only

Deployment

On-premise / air-gapped

Use

Knowledge assistance, not control systems

Request a demo → Jump to defense variant

General Release

Commercial use cases

Internal help desks for HR, IT, and policy questions
Enterprise chat grounded in company documentation
Customer-facing assistants trained on product manuals
Reducing time spent searching internal wikis and manuals

Prahari Line

Army-specific applications

Internal helpdesk assistant for unit-level administrative queries
Searchable assistant over unit SOPs, training manuals, or maintenance documentation
Deployable fully air-gapped so no data leaves the unit's infrastructure
Knowledge assistance only — not intended for command-and-control use

Knowledge assistance only. Not intended for operational command-and-control use.

How it works

Sensor to decision, in one pipeline.

Document Corpus

SOPs, manuals & policy documents

Fine-Tuned Model

Trained on the private corpus only

Query Interface

On-premise / air-gapped access only

Grounded Response

Answer sourced from your own documents

Specification

What you're actually deploying.

Core capability

Gen-AI ensemble chat framework fine-tuned on a private corpus

Grounding

Responses are sourced only from the ingested document set, not open web data

Integration

Scalable framework supporting multiple hosted models and prompt engineering

Deployment

Cloud, on-premise, or fully air-gapped

Scope

Knowledge assistance and Q&A only — no control-system or effector integration

Cipher

Commercial use cases

Army-specific applications

Sensor to decision, in one pipeline.

What you're actually deploying.

Pairs well with

Meridian

ViZSense

Certus