Defense Intelligent Surveillance & Decision Support System

AI SOLUTION

Defense Intelligent Surveillance
& Decision Support System

AI conducts real-time analysis of surveillance video from GP/GOP border guard units,
supporting commanders' decision-making from threat detection to countermeasure recommendations.

ARES-VLM™2-Tier NPU+GPUGraphRAGXAIAI Advisor

PROBLEM

Current Limitations

Demographic Cliff — Worsening shortage of surveillance personnel in border guard units
Information Overload — Inability to monitor multiple high-definition camera feeds simultaneously
Response Delay — Takes 15 to 20 minutes from initial situational awareness to execution
False Alarms — Excessive detection of non-threats such as extreme weather and wildlife
Fragmented Knowledge — Manuals and SOP knowledge rely heavily on individual experience

SOLUTION

AI-Powered Solutions

24/7 AI Surveillance — Automatic real-time analysis of all camera feeds
2-Tier Analysis — Real-time detection by domestic NPU + Precise assessment by VLM
Immediate Action — Automating threat detection, situation assessment, and action recommendation
Environmental Adaptation — Drastically reduced false alarm rates via VLM context awareness
Systematized Knowledge — Integrating organizational knowledge with GraphRAG based on 192 manuals

SYSTEM ARCHITECTURE

2-Tier AI Video Analysis Architecture

A two-step framework combining the real-time speed of domestic NPUs with the precise analysis of a Vision-Language Model.

Surveillance Cameras

CCTV · Thermal · Radar

→

Tier 1: NPU Real-time Detection

Domestic NPU
YOLOv9 / RT-DETR

→

Tier 2: ARES-VLM™

Defense-specialized VLM
Contextual Assessment

→

AI Advisor & Decision Support

DEVS Tactical Logic
Automated Action Recommendation

GraphRAG192 Manuals + SOPs

XAIExplainable decision rationale

11-Layer ShieldHallucination prevention

KEY FEATURES

Key Features

2-Tier Video Analysis

Tier 1: Real-time detection using domestic NPUs and YOLOv9/RT-DETR. Tier 2: Precise contextual analysis of detection results via ARES-VLM™.

AI Advisor & Decision Support

Determines threat levels based on DEVS tactical decision logic and matches available assets to recommend optimal courses of action.

GraphRAG Knowledge System

Systematizes 192 manuals and SOPs into an ontology-based knowledge graph. Knowledge expands without requiring model retraining.

11-Layer Hallucination Shield

Applies a multi-layered defense system including HALP pre-detection, Constrained Decoding, VCD, NLI validation, CoVe, and token-level confidence tagging.

XAI Explainable Logic

Explicitly provides evidence for every AI decision. Commanders can trace and verify the reasoning process.

VLM Domain Optimization

Features defense domain-specialized performance applying knowledge distillation, synthetic data, Domain Adaptive Pre-training (DAPT), LESS, RAFT, and MoLoRA.

TECH SPECS

Technical Specifications

Tier 1 Detection ModelYOLOv9 / RT-DETR

Tier 1 HardwareDomestic NPU

Tier 2 Analysis ModelARES-VLM™ (Defense-Specialized Vision-Language Model)

Knowledge Base192 Manuals + SOPs (GraphRAG)

Tactical EngineDEVS-based AI Advisor

Hallucination Mitigation11-Layer Defense System

Deployment EnvironmentOn-Premise / Defense Intranet (Air-Gapped)

LIVE DEMO

Experience AI Video Analysis

Experience ARES's 2-Tier AI video analysis first-hand.
Select a sample image or upload your own.

This demo is for technical demonstration purposes only and cannot be used for actual military decisions.

Learn More About the Defense
Intelligent Surveillance System

Explore ARES's AI video analysis and decision support technologies.