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See how government, public sector, regulated enterprises, and defence formations deploy Tosh.AI to run sovereign general intelligence. Private by default, hosted in India, yours to control.
DEPLOYMENT STORIES
Sovereign AI in production
Air-gapped assistant for a central ministry
A ministry deployed PRAGYA 13B Government on-premise, fully air-gapped, to let officers query thousands of policy files in Hindi and English. Every answer is cited and auditable, with zero data leaving the secure network.
100%
On-premise, zero foreign dependency
8x
Faster file retrieval for officers
Indic document intelligence for a PSU
A large public sector enterprise used sovereign RAG over decades of contracts, tenders, and compliance records in multiple Indic languages. YANTRA agents now draft summaries and flag risks while keeping all data hosted in India.
12+
Indic languages supported
60%
Less manual review time
Secure knowledge copilot for a formation HQ
A defence formation adopted PRAGYA 7B Defence on ruggedised hardware for offline use in the field. Personnel get instant, auditable answers from standard operating procedures and training material without any external connectivity.
Offline
On-device, air-gap-capable
24/7
Available in connectivity-denied areas
Auditable AI for a regulated financial firm
A regulated enterprise runs PRAGYA 30B within its own data centre to support analysts, with full audit trails for every prompt and response. The deployment meets data residency rules with private-by-default controls.
Full
Audit trail on every interaction
In-India
Hosted, with data residency met
Bring sovereign AI to your organisation
Talk to us about an air-gap-capable, fully auditable deployment of the PRAGYA model family and YANTRA orchestration, tailored to your sector and Indic language needs.
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