Help Center

Find answers to common questions about the Tosh.AI sovereign AI platform - the PRAGYA models, deployment, sovereignty, privacy, and support.

Documentation

Platform guides, API references, and deployment manuals for the PRAGYA models and YANTRA orchestration.

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Sovereignty & Security

Sovereignty assurances, audit guidance, and security information for on-prem and air-gapped deployments.

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Contact Support

Reach our support team for deployment assistance, troubleshooting, or technical queries.

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FAQ

Frequently Asked Questions

What is Tosh.AI?

Tosh.AI is India's sovereign general intelligence platform. It combines the PRAGYA model family (foundation models in 7B, 13B, and 30B sizes, plus defence, government, enterprise, and multilingual variants), YANTRA agentic orchestration, and sovereign RAG so government and enterprise teams can run capable AI that is private by default, hosted in India, and yours to control.

Can Tosh.AI run on air-gapped networks?

Yes. Tosh.AI is air-gap-capable from Day 1. The PRAGYA models and YANTRA orchestration run on fully closed networks with zero internet connectivity and zero foreign dependency.

Where is my data stored?

All data stays on your own infrastructure. You choose the deployment - government cloud, private cloud, or on-premise servers. No foreign servers, no foreign data flows. Private by default.

Which models does the PRAGYA family include?

Foundation models in three sizes - PRAGYA 7B for on-device and constrained deployments, PRAGYA 13B for mainstream enterprise and government workloads, and PRAGYA 30B for the most demanding reasoning and long-context tasks - plus specialised Defence, Government, Enterprise, and Multilingual variants. All ship with Indic and domain depth.

How can I request a demo?

Visit our Contact page or email [email protected]. We will set up a tailored walkthrough of the platform mapped to your deployment and sovereignty requirements.

Is the platform auditable?

Yes. Tosh.AI is fully auditable with no black boxes and no vendor lock-in. Your security and compliance teams can review the platform end to end for sovereign assurance.

What deployment options are available?

We offer cloud-hosted, on-premise, and air-gapped deployment. The PRAGYA model tiers and YANTRA orchestration are suited to different scale and sovereignty requirements for enterprise and government.

Still have questions?

Our team is ready to help. Reach out and we will get back to you promptly.