SYSTEMS ONLINE · PERCEPTION / VERIFICATION / DECISION

AI that sees clearly,
verifies quietly,
and decides in time.

TensorLabs builds computer vision, biometrics, and decision-support systems — sold as commercial products for enterprise, and as hardened defense variants for installations, personnel, and command environments.

Explore the products → See defense variants
98.2%
Face-match accuracy
93%
Assembly anomaly detection
20+
AI specialists
6
Product lines, 2 variants each
General Release

One AI core. Six products.

Built on a shared analytics engine, each product ships as a standalone commercial tool for enterprise, retail, manufacturing, and public-sector customers.

Computer Vision

ViZSense

Real-time face and object recognition for access control, retail analytics, loyalty, and fraud prevention — 98.2% match accuracy in production.

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Industrial Vision

Certus

Assembly-line quality validation that catches missing fasteners and mis-assembled parts before they leave the line — 93% detection accuracy.

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Smart Screening

Meridian

AI-assisted candidate assessment that cuts down first-round interview load without sacrificing consistency or auditability.

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Private GenAI

Cipher

A generative AI framework fine-tuned on your own private documents — internal help desks, SOP assistants, and enterprise chat, grounded in your data.

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Computer Vision

Argus Traffic

Smart traffic surveillance — vehicle tracking, signal-violation detection, and rider-safety monitoring for junctions and campuses.

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Anomaly Detection

Argus Guard

Turnkey anomaly detection for ATMs, stores, and unattended sites — masked entry, loitering, and tamper detection with live alerts.

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Introducing Prahari

The Prahari line. Hardened for the field.

Prahari is TensorLabs' defense line — every general-release product, re-tuned for cantonments, installations, and units, and available for on-premise or fully air-gapped deployment. Prepared for Indian Army establishments, Northern Command.

PRAHARI–VZ

Prahari ViZSense

Variant of ViZSense
Gate and installation access control. Real-time identity verification, attendance and movement tracking, and watchlist matching at unit HQs, messes, and administrative areas.
PRAHARI–AG

Prahari Argus Guard

Variant of Argus Guard
Armoury and depot monitoring. Continuous surveillance of armouries, ammunition dumps, and CSD outlets — unauthorized-person and tamper detection with real-time vigilance alerts.
PRAHARI–AT

Prahari Argus Traffic

Variant of Argus Traffic
Checkpoint and convoy surveillance. Vehicle tracking, route and speed-violation detection, and situational awareness at cantonment gates and assembly areas.
PRAHARI–CT

Prahari Certus

Variant of Certus
Ordnance and vehicle maintenance QA. Verifies split-pins, nuts, locks, and circlips on vehicle and equipment maintenance; extendable to equipment-return inspection checklists.
PRAHARI–MD

Prahari Meridian

Variant of Meridian
Recruitment and promotion-board screening. Standardized, auditable first-pass assessment for recruitment drives, trade selection, and specialist-role boards.
PRAHARI–CP

Prahari Cipher

Variant of Cipher
Secure SOP and knowledge assistant. Fine-tuned on a unit's own SOPs and manuals; deployable on-premise or fully air-gapped, for knowledge assistance only — not command-and-control use.
Prahari Line · Flagship

Prahari Command

A unified situational-awareness dashboard that brings every deployed module — perimeter cameras, installation guards, traffic surveillance, maintenance QA, and personnel systems — into a single, commander-facing view.

  • Unified data fusion. Every sensor feed and detection event from ViZSense, Argus, and Certus deployments streams into one live map and timeline.
  • Role-based situational views. Duty officers, unit commanders, and administrative staff each see the view relevant to their role and clearance.
  • Auditable event trail. Every alert, override, and acknowledgment is logged for after-action review.
  • On-premise / air-gapped core. Deployed entirely within the unit's own infrastructure — no data leaves the perimeter.
Prahari Command is a situational-awareness and information-fusion layer for human decision-makers. It does not control weapons, sensors, or effectors, and includes no autonomous engagement capability — every action it surfaces requires human review and authorization.
Request a briefing → Full product page →
VZ AG AT CT MD CP COMMAND PRAHARI–CMD
Why TensorLabs

Built by people who ship, not just prototype.

01

Dedicated AI Centre of Excellence

Hands-on expertise across computer vision, ML, and NLP — not a reseller of someone else's models.

02

Proven across industries

Deployments in agriculture, manufacturing, logistics, retail, and public security, not just defense.

03

One reusable core

Every product shares the same analytics engine — faster delivery, lower cost, consistent quality.

04

Deploy anywhere

Cloud, on-premise, or fully air-gapped — your infrastructure, your rules.

Get in touch

Let's talk about your deployment.

Whether it's a commercial rollout or a defense-establishment pilot, tell us what you're working with and we'll take it from there.

Sent directly to harsha.tensorlabs@gmail.com · or email us any time at harsha.tensorlabs@gmail.com