Command stays sovereign.
VISHVAKSHA is a decision-support and intelligence-fusion platform. Consequential decisions remain under accountable human command, by architecture, not by policy alone.
What the platform must not do
Independently authorise lethal action
Directly release or control weapons
Bypass command approvals
Treat a language-model response as operational truth
Allow unrestricted autonomous agents to control military assets
Process classified information through unapproved external APIs
Hide uncertainty, provenance or contradictory evidence
AI risk tiers
Automation boundaries scale with consequence. Nothing above tier three moves without human review, and tier four is never delegated to general-purpose AI.
| Tier | Example | Automation boundary |
|---|---|---|
| 0 | Search, translation, summarisation | Automatic, with full logging |
| 1 | Maintenance recommendation | Human acknowledgement required |
| 2 | Logistics prioritisation | Authorised approval required |
| 3 | High-consequence operational recommendation | Multi-level human review |
| 4 | Lethal or irreversible action | Not delegated to general-purpose AI |
Every AI output carries
Zero trust, at every boundary.
Access decisions combine identity, role, mission, classification, compartment, device trust and workflow state, evaluated fresh on every request, not cached indefinitely.
User device boundary
Edge node boundary
Command enclave boundary
Strategic cloud boundary
Cross-domain transfer boundary
Model execution boundary
Third-party connector boundary
Administrative control-plane boundary
Non-goals for the initial product
Scope is held deliberately narrow. What VISHVAKSHA will not do in its current programme:
Authorise lethal action
Release or directly control weapons
Replace all existing C4ISR systems
Infer hostile intent automatically
Provide unrestricted autonomy to AI agents
Use consumer AI services for protected operational data
Depend on a single commercial model vendor
Centralise all classified information in one unrestricted database
Move into live operations without independent assurance and operator acceptance
Launch gates
The product cannot enter operational use until every gate below is closed.
Independent security review passes
Data provenance and classification are complete
AI outputs are evidence-grounded
High-risk workflows enforce human approvals
Offline operation is validated
Audit replay reconstructs significant decisions
Model rollback and drift controls are demonstrated
No foreign API is required for mission-critical operation
Software and model artifacts are signed
Operators are trained
Manual fallback is validated
The sponsoring organisation grants acceptance
Frequently asked questions
Can VISHVAKSHA authorise or carry out a lethal strike?
No. VISHVAKSHA is a decision-support and intelligence-fusion platform. It cannot independently authorise lethal action, directly release or control weapons, or bypass command approval. Every consequential decision remains under accountable human command.
Does VISHVAKSHA depend on foreign cloud services or APIs?
No mission-critical function requires a foreign API. MEDHA runs an indigenous, self-hosted model core alongside an approved open catalogue, inside Indian sovereign infrastructure.
What happens if VISHVAKSHA loses network connectivity?
EDGE maintains at least seven days of fully disconnected local operation, including local inference, workflow execution and encrypted evidence capture, then reconciles through conflict-aware sync once connectivity returns.
Who can approve a high-risk recommendation from VISHVAKSHA?
High-risk actions require two-person approval. Every recommendation carries its evidence, confidence and a required reviewer, and AI cannot transition a workflow into an irreversible state on its own.
Is VISHVAKSHA limited to nine use cases?
No. The nine flagship missions are where deployments start, not a ceiling. The ontology, connector model and swarm-based AI architecture are built to extend to new missions across land, air, maritime, space and cyber.
Who builds VISHVAKSHA?
VISHVAKSHA is built by EpicForge Software Private Limited, founded by Adityavardhan Nagamalli.
Talk to our governance team.
Security, accreditation and independent assurance questions welcome.
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