🚀 AI-Powered TAK Collaboration
The world's most advanced geospatial intelligence platform for QGIS
Google Gemma 3N AI
YOLO Vision
MESHTASTIC Mesh
MCP Integration
The world's most advanced geospatial intelligence platform for QGIS
LoRa Mesh Range
Languages Supported
AI Video Analysis
Minimum RAM
Multi-modal AI with Google Gemma 3N for text, voice, image, and video analysis. Automatic hardware-based model selection with EmbeddingGemma fallback for edge devices.
Real-time Full Motion Video analysis with YOLO object detection. Multi-object tracking, threat detection, and automated weapon identification for tactical operations.
Long-range LoRa mesh networks (1-20km+) with military-grade AES256 encryption. Full offline operations, automatic failover, and hybrid TAK+Mesh connectivity.
Model Context Protocol integration for AI-driven workflows. Control QGIS remotely using natural language commands through Claude and other LLMs.
Convert plain English to SQL/SpatiaLite queries. Real-time translation in 100+ languages with geospatial context preservation and smart entity extraction.
CoT (Cursor on Target) messaging, MIL-STD-2525 symbology, ATAK optimization, and mission package management. Built for the field.
Multi-format 3D support (GLTF, COLLADA, OBJ) with ATAK-specific optimization. 3D Tiles, point clouds, and device-specific constraint validation.
OGC services (WMS, WFS, WMTS), ESRI ArcGIS integration, and intelligent format selection with full authentication support.
Optimized for tactical devices and mobile platforms. Runs on as little as 4GB RAM with automatic model selection for hardware constraints.
Google Gemma 3N
EmbeddingGemma
YOLOv8 (n/s/m/l)
TAK Server 4.x+
MESHTASTIC LoRa
SSL/TLS Encryption
QGIS 3.28+
Python 3.8+
Cross-Platform
Model Context Protocol
Claude Desktop
Remote API Control
Coordinate tactical teams in denied environments with mesh networking. Real-time threat detection through AI vision analysis, automated CoT messaging, and MIL-STD-2525 symbology integration. Maintain operations when infrastructure is unavailable.
Deploy rapidly with MESHTASTIC mesh networks requiring no infrastructure. AI-powered scene analysis for damage assessment, natural language coordination across language barriers, and mission package sharing for resource coordination.
Maintain communications over 20km+ with LoRa mesh. AI video analysis for aerial search operations, automated geospatial entity extraction from messages, and real-time team tracking with battery-optimized edge computing.
Monitor remote assets with MCP automation. AI-driven anomaly detection, natural language reporting, automated geospatial workflows, and 3D model integration for infrastructure visualization and analysis.
Join organizations worldwide using AI-powered geospatial intelligence
