Vision Secure
Sub-second 1:N facial verification, garrison gate access and vehicle–driver matching - plus heavy-equipment operator verification.
- 1:N matching
- Vehicle–driver match
- Operator ID
Powered by Chkdin Vision AI · Edge-Native Physical Intelligence
Autonomous Computer Vision & Real-Time Physical Telemetry for High-Stakes Defense, Heavy Infrastructure, and Enterprise Facilities.
Core platform engine
From optical capture to localized physical execution - entirely inside your perimeter.
Tier 01 Sensors
Tier 02 Engine
Tier 03 Physical Endpoints


Integrated hardware + firmware
Self-contained physical hardware units carrying our complete neural execution stack on-device.
Enterprise product suite
An integrated hardware-firmware platform: every product runs on the same Proprietary Low-Latency Vision-AI Engine, deployed on our own edge nodes inside your perimeter.
Sub-second 1:N facial verification, garrison gate access and vehicle–driver matching - plus heavy-equipment operator verification.
RFID-free, mat-free, 100% camera-based optical race timing with high-speed bib OCR for marathons and mass-participation sport.
Multi-hall spatial crowd analytics, VIP recognition and threat watchlists for convention centers and smart venues.
Enterprise registration, smart badging, native and PWA event apps, and offline-first on-ground infrastructure.

Vision Miles
100% optical race timing with high-speed bib OCR - one tripod at the finish line, no chips, no mats.

Vision Event
High-density delegate registration, smart badging and access control - offline-first when venue internet drops.
Institutional track record
Air-gapped verification and vehicle–driver matching inside tactical zones - every decision made on-device, with zero cloud link.
Operator verification and safety compliance across linear construction packages, on rugged IP66 edge nodes in high-heat and monsoon conditions.
Spatial crowd analytics and VIP alerts across 300,000+ sq. m facilities - processed in volatile memory with zero disk footprint.
High-density delegate registration and access control for 50,000+ attendee events - offline-first infrastructure keeps entry moving when venue internet drops.
Secure accreditation and zone access control for government summits, with sub-second facial verification at high-security entry points.
Privacy by architecture
Security isn't a policy layered on later - it's how the engine is built.
100%
Runs entirely inside your network perimeter. No internet, no cloud, no external call-home.
0 KB
Zero disk footprint - video is processed in volatile memory and never written to storage.
1:1
Every deployment is cryptographically bound to its licensed hardware - no cloning, no tampering.
Industry solutions
FAQ
Chkdin AI is a physical intelligence platform from India. Its proprietary Chkdin Vision AI engine runs autonomous computer vision on air-gapped edge nodes, powering four products: Vision Secure, Vision Miles, Vision Venue and Vision Event - for defense, heavy infrastructure, smart venues, sports and enterprise events.
No. Chkdin Vision AI offers 100% air-gapped, zero-cloud capability. Inference runs on-device on the edge node, so deployments work entirely inside your perimeter - suited to defense, critical infrastructure and remote sites.
Vision Secure performs sub-second 1:N facial verification at the gate, with localized frame inference under 50 milliseconds on Chkdin edge nodes.
Video is processed strictly in volatile memory with zero disk footprint (0 KB written), the platform runs fully air-gapped, and every deployment uses hardware-enclave cryptographic binding.
Vision Miles is RFID-free and mat-free: it uses 100% camera-based optical timing with high-speed bib OCR, so organisers need no RFID chips or timing mats.
Defense and garrisons, heavy fleets and EPC projects, smart venues and convention centers, refineries and critical infrastructure, and sports and mass-participation events.