Tosh.AI Sovereign
Air-gap-capable general intelligence for the highest-trust environments - reasoning, retrieval, and autonomous action that never leaves the building. For the organisations that consumer and cloud AI can never legally or physically enter: defence, intelligence, government, and critical infrastructure.
Why this edition
Deployment: Air-gapped appliance or on-prem cluster.
Air-gapped, zero egress
Model, retrieval, and orchestration all run locally with no network egress. Full functionality inside a classified network, a forward base, or a sealed appliance.
Intelligence that never leaves
The most extreme expression of sovereignty - reasoning, retrieval, and autonomous action that never leave the building, never traverse foreign jurisdiction.
Auditable by design
Every prompt, tool call, retrieval, approval, and output is logged, attributable, and reviewable - because the buyer requires it.
Built defence-first
Anchored in the defence core where trust is the entire purchase decision, with a scoped SAG and indigenous-cipher certification roadmap.
What it is built to do
Defence formations & command
Reasoning, grounded retrieval, and agentic workflows that function on classified and disconnected networks.
Intelligence & investigation
Search and synthesis over sensitive material, inside your own perimeter, with a full attributable audit trail.
Government ministries
Frontier capability for citizen-data and policy work that cannot legally leave Indian jurisdiction.
Critical infrastructure
Sovereign intelligence for operators where an outage or a leak is a national-security event, not an inconvenience.
Edge & forward operation
Quantised PRAGYA variants run on a single GPU and degrade gracefully to CPU - functional at a forward base or in a vehicle.
Human-in-the-loop missions
Multi-step, multi-tool, multi-permission workflows where the model proposes and the authorised human disposes.
PRAGYA models for this edition
The PRAGYA model family is matched to the deployment, not the other way round.
See sovereign intelligence running inside your perimeter.
Talk to our team about an air-gapped deployment. From first conversation to a running, air-gapped demo in 30 days.