Industrial & Edge AI
Mission-Critical Lines · Real-Time Edge Analytics · 100% On-Premises Privacy
Engineered for factory floors, campus perimeters, and industrial edge environments—deploying rugged compute with ECC VRAM for multi-channel video analytics and responsive control integration.
DOMAIN SCENARIO SOLUTIONS
Scenario Solutions & Bespoke Customization
Offering verified hardware-software architectural references, with comprehensive support for tailored customization and on-site integration based on your specific workflows.
AI Video SurveillanceAI Video Surveillance & Event Management
Transform raw CCTV video into detectable, verifiable, and actionable on-site events
Combines stream ingestion, person detection, perimeter rules, event alerts, and video evidence to help facility managers spot critical incidents and inspect evidence without staring at screens 24/7.
Industrial Edge Vision & Inspection
High-Speed Industrial Cameras · Automated Inspection · Sub-10ms PLC Signaling
Targeted at high-speed manufacturing lines, visual quality inspection, and automated PLC control. Powered by AE-2000 with 16GB ECC VRAM, delivering real-time defect classification with zero cloud exposure.
HARDWARE ECOSYSTEM
Recommended Hardware for Industrial & Edge AI
Clear responsibilities across edge compute, security routing, and fleet operations.
AE-2000 Industrial Edge AI Computer
RTX 2000 Ada with 16GB ECC VRAM. Rugged dust-resistant aluminum chassis for on-site multi-stream inference.
View Product Specs →Secure Remote Ops GatewayAiR AI Cloud Gateway Router
Optional component providing encrypted remote maintenance tunnels and isolated networking without exposing raw feeds.
View Product Specs →Unified Device OpsAiM Remote Ops & Development Platform
Manages hardware health telemetry, remote firmware rollout, and status monitoring for 24/7 reliability.
View Product Specs →ENGINEERING METHODOLOGY
Four-Stage Deployment Methodology
Clear engineering discipline from workload sizing to thermal stress testing and standardized sign-off.
01 Workload & Sizing
Define site conditions, model footprint (vision/7B/14B/27B), concurrency, and mounting space.
02 Hardware Sizing & Boundary
Match edge hosts, high-VRAM workstations, or routers with explicit data privacy boundaries.
03 On-Site Stress Testing
Verify latency, thermals, power draw, and failover behavior under production loads.
04 Handover & Standard Ops
Archive golden firmware configurations and integrate unified telemetry for continuous support.