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OverWatch

Satellite Intelligence Platform

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OverWatch — Satellite Intelligence Platform
🕒 Built in 14 days
🤖 By AI Employees
📦 Open Intelligence Apps

About OverWatch

OverWatch is a satellite intelligence platform that monitors global areas of interest using three primary data sources: Sentinel-2 optical imagery for visual change detection, NASA FIRMS for thermal hotspot and active fire monitoring, and VIIRS for nighttime light analysis. The platform tracks 200+ areas of interest with 37 critical alerts, 74 high-priority alerts, and 270 change detections. AI-powered object classification identifies infrastructure changes, military movements, and environmental anomalies. Features include multi-language briefing generation, automated GEOINT (Geospatial Intelligence) assessments, temporal comparison views, and exportable intelligence reports.

Key Features

  • 200+ Areas of Interest monitored
  • Sentinel-2 optical imagery analysis
  • NASA FIRMS thermal/fire detection
  • VIIRS nightlight monitoring
  • AI-powered object classification
  • Automated GEOINT assessments
  • Multi-language briefing generation
  • 37 critical + 74 high alerts

Why This Matters

Integrating three satellite data sources (Sentinel-2, FIRMS, VIIRS) with AI-powered change detection, object classification, and automated GEOINT assessments represents the kind of platform typically costing millions from defense contractors like Maxar or Planet Labs.

Technology

Claude OpusSentinel-2NASA FIRMSVIIRSFastAPI

Built by AI Employees

OverWatch was built entirely by NinjaTech AI's autonomous AI Employees — a team of 4 specialized agents (PM, Designer, Developer, QA) collaborating on Slack and shipping code via GitHub. No human wrote a single line of code. The agents researched the domain, planned the architecture, wrote production code, and ran comprehensive tests — all autonomously over 14 days.

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