Proprietary Hardware-Firmware Architecture · Edge-Native

The Proprietary Physical Intelligence Engine

A deterministic, zero-cloud computer vision execution stack built specifically for localized, mission-critical physical telemetry.

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  • Localized Frame Inference <50ms live: 42 ms
  • Persistent Disk Footprint 0KB frames purged post-inference
  • Perimeter Air-Gap Security 100% WAN: none required

Optical feed to physical actuation

Deterministic Processing Pipeline

From raw photon capture to physical gate or dashboard actuation inside 50 milliseconds.

Stage 01 / 04

Photon & Optical Capture

Multi-spectrum feed ingest (Ultra-Low-Light, IR, Thermal) with real-time frame normalization.

  • Ultra-low-light optics
  • IR & thermal
  • Frame normalization

End-to-end: capture → actuation in < 50 ms · zero cloud round-trip

Core engine capabilities

Built for mission-critical sites.

0 KB

Volatile Memory Zeroization Engine

Video frames process in volatile memory buffers and are purged immediately post-inference. Zero disk writes support strict data-protection and military privacy requirements.

100%

Air-Gapped Autonomous Operation

Complete zero-cloud independence. Operates reliably across remote mine sites, tactical garrisons and congested event halls without internet access.

1:1

Cryptographic IP & Firmware Enclave

Binary execution layers are cryptographically bound to specific physical hardware enclaves, rendering software duplication or extraction impossible.

Chkdin Vision AI edge node with enclosure open, showing the integrated neural compute core and optical module
Sealed IP66 Chkdin Vision AI edge node on a rapid-deploy tripod
Real hardware · Chkdin Vision-AI

Integrated hardware + firmware

Purpose-Built Edge Hardware Matrix

Every deployment runs on custom-engineered, ruggedized Chkdin Vision AI edge nodes.

SpecDetailRating
1Compute Chassis IP66 weatherproof, dust-tight aluminum housing built for high-heat and monsoon conditions. IP66
2Frame Ingest Rate High-speed multi-channel sync up to 120 FPS. 120 FPS
3Power Footprint Low-power tactical field deployment with solar / battery array compatibility. Solar-ready
4Connectivity Isolated local Ethernet / private industrial mesh network. Zero WAN required. Zero WAN
+Inference Core Integrated Neural Compute Core with On-Board Edge AI Acceleration Tier. <50 ms

Powered by the engine

One engine. Four Vision pillars.

Deployed across defense garrisons, megaproject EPC corridors, national convention centers, hazard-zone refineries and high-density sports arenas.

< 1s 1:N

Vision Secure

Air-gapped gate access control, vehicle-driver matching and operator verification.

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100% camera

Vision Miles

100% optical camera timing with high-speed bib OCR - RFID-free and mat-free.

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Multi-hall

Vision Venue

Multi-hall spatial crowd density, VIP recognition and watchlist alerts.

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Offline-first

Vision Event

Enterprise registration, smart badging, native / PWA apps and offline infrastructure.

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Technical FAQ

Engineering questions, answered.

Does the engine require cloud connectivity for model updates?

No. Model updates can be flashed locally via encrypted hardware keys over air-gapped field links.

How does the system handle extreme low-light or outdoor environments?

The engine integrates multi-spectrum low-light and infrared camera feeds with dynamic optical contrast optimization.

What is the fail-safe mechanism during site power disruptions?

Edge nodes feature volatile state recovery and immediate reboot into air-gapped operational status in under 3 seconds.