Every authorised signal.One trusted picture.
VISHVAKSHA fuses land, air, maritime, space and cyber data into one evidence-grounded fabric, built for Indian sovereign infrastructure.
One fabric. Three Services. One command.
सेवा परमो धर्मः
Sevā Paramo Dharmaḥ
“Service before self”
Indian Army
शं नो वरुणः
Śaṃ No Varuṇaḥ
“May the Lord of the waters be auspicious unto us”
Indian Navy
नभः स्पृशं दीप्तम्
Nabhaḥ Spṛśaṃ Dīptam
“Touch the sky with glory”
Indian Air Force
One sovereign intelligence fabric for every authorised defence domain.
Enable Indian defence organisations to understand operational reality faster, coordinate resources better, maintain technological sovereignty, and make evidence-backed decisions, without surrendering human command authority.
सर्वतः पाणिपादं तत् सर्वतोऽक्षिशिरोमुखम्।
सर्वतः श्रुतिमल्लोके सर्वमावृत्य तिष्ठति॥
Bhagavad Gita 13.13 · the idea behind the name VISHVAKSHA
Ten systems. Ten formats. One analyst reconciling it by hand.
Defence organisations run systems built for different Services, vendors and eras. Reports, imagery and logs get correlated manually, and centralised, cloud-only tools stop working the moment the network does.
The same unit, asset or location is represented differently across every source system.
Model recommendations often lack evidence, confidence calibration or an audit trail.
Cloud-only architectures fail in low-bandwidth or disconnected operational environments.
Land
Formation, unit and asset readiness across the ground order of battle.
National War Memorial, Param Vir Chakra section · DiplomatTesterMan · CC BY-SA 4.0
Air
Aircraft and ground-equipment availability, weather and airfield impact.
IAF HAL Tejas · Bikash Das · CC BY 2.0
Maritime
Vessel, coastal, port and fleet correlation with anomaly review.
INS Vikrant sea trials · Indian Navy · GODL-India
Space
Space-support data folded into the same operational picture.
ISRO PSLV · Ank Kumar · CC BY-SA 4.0
Cyber
Endpoint, network and identity correlation for incident response.
Nine modules. One command fabric.
Each module has a Sanskrit name and a narrow job. Together they take raw source data to an accountable operational decision.
Built to see everything, not one thing at a time.
MEDHA and SANJAYA run on thousands of domain-scoped RAG swarms and an indigenous model core, not one generic model answering everything.
Thousands of RAG swarms
No single generic model answers every question. Thousands of small, domain-scoped retrieval swarms work in parallel, one grounded in maintenance logs, another in signals traffic, another in coastal AIS, then reconciled and ranked before an answer ever reaches a screen.
An indigenous model core
MEDHA is built around VISHVAKSHA's own trained models, self-hosted inside sovereign infrastructure alongside an approved open catalogue. No mission-critical inference leaves through a foreign API.
Computer vision & OCR
Scanned reports, handwritten logs, satellite frames and document backlogs become structured, searchable evidence, correlated into the same ontology as every other source.
Sensor & surveillance fusion
Telemetry, video feeds and field sensors from every connected platform stream into one picture, change-detected and anomaly-scored before an analyst ever has to look.
Strategic-layer availability target
Operational objects at joint scale
Sustained event rate at joint scale, plus bursts
Minimum fully-disconnected edge autonomy
AI recommends. Command decides.
Every AI output carries its evidence, confidence and limitations. VISHVAKSHA is architecturally prevented from bypassing an approval, and lethal or irreversible action is never delegated to general-purpose AI.
- Every recommendation ships with evidence, confidence and a required reviewer
- Two-person approval is enforced for high-risk workflows
- Every approval, rejection and override is recorded with its reason
- AI cannot transition a workflow into an irreversible state
AI recommendation generated
Evidence + confidence attached
Officer review
Accept, reject, or request evidence
Second approval if high-risk
Two-person authorisation
Action recorded, outcome audited
Hash-chained, replayable
Not a fixed list of missions.
These are where deployments start. The ontology is built to extend to every mission your command runs, across all five pillars.
Readiness & maintenance intelligence
Predict near-term readiness risk before it grounds an asset.
JointLogistics & supply visibility
See shortages, bottlenecks and fulfilment before they become a crisis.
JointJoint common operational picture
Authorised entities and events, filtered by mission, unit and domain.
JointIntelligence fusion
Correlate reports referring to the same event, with contradictions surfaced.
JointChange & anomaly detection
Catch unexpected equipment or network behaviour before an analyst has to.
MaritimeMaritime domain awareness
Vessel, coastal and fleet correlation, with anomalies flagged for review.
AirAir domain readiness
Aircraft and ground-equipment availability, weather and airfield impact.
CyberCyber-defence coordination
Endpoint, network and threat correlation with preserved technical evidence.
Joint · HADRHumanitarian assistance & disaster response
Coordinate engineering, medical and logistics assets across agencies.
And every mission after thatBuilt for accountable command.
Request a briefing to see VISHVAKSHA mapped to your mission set, across all five pillars.
Request Briefing