OSINT for Everyone: How Global Watch Democratizes Open Source Intelligence

Open source intelligence used to require a dozen subscriptions, custom scrapers, and years of domain expertise. A professional OSINT analyst’s browser might have 50+ tabs open at any given time: flight trackers, ship trackers, earthquake monitors, conflict databases, Telegram channels, RSS readers, and satellite imagery viewers.

Global Watch collapses that entire workflow into a single interactive dashboard.

The Tab Sprawl Problem

If you’ve ever tried to monitor a developing situation, whether it’s a military escalation, a natural disaster, or a supply chain disruption, you know the drill:

Open FlightRadar24 for aircraft movements
Open MarineTraffic for ship positions
Open USGS for earthquake data
Open ACLED for conflict events
Open Liveuamap for real-time mapping
Open Reuters, AP, and Al Jazeera for news
Open Telegram for raw OSINT channels
Open Polymarket for prediction markets
Open gpsjam.org for GPS interference
Open NASA FIRMS for fire detection

Each tool has its own interface, its own refresh cycle, its own learning curve. Cross-referencing between them is manual and slow. By the time you’ve built a picture, the situation has moved.

Global Watch integrates all of these data sources (and many more) into a single, layered map with real-time updates.

435+ Intelligence Feeds, Zero Configuration

Global Watch aggregates 435+ RSS feeds organized across 15 categories:

Geopolitics and defense
Middle East and North Africa
Africa and Sub-Saharan
Think tanks and policy institutes
Technology and AI
Finance and markets
Energy and commodities
Cybersecurity

Each feed is classified by a 4-tier credibility system, so you always know whether you’re reading a primary source or secondary analysis. Server-side aggregation reduces API calls by 95%, and per-feed circuit breakers ensure one broken source doesn’t take down the dashboard.

Live Tracking: Ships, Planes, and Signals

Three of Global Watch’s most powerful layers bring live tracking to your screen:

ADS-B Aircraft Tracking

Military and civilian aircraft positions update in real time via OpenSky and Wingbits enrichment. The system automatically identifies military aircraft and displays their callsigns, types, and flight paths on the map.

AIS Maritime Monitoring

Ship positions from AISStream.io are merged with USNI Fleet Reports, giving you both transponder data and editorial context from the U.S. Naval Institute. This combination reveals the complete order-of-battle for major naval deployments, something that usually requires a classified briefing.

GPS/GNSS Jamming Detection

ADS-B anomaly data is processed through an H3 hexagonal grid to identify zones where GPS signals are being jammed or spoofed. This is a critical indicator of electronic warfare activity, and Global Watch maps it automatically.

26 Telegram OSINT Channels

Global Watch integrates 26 curated Telegram channels via MTProto, organized by reliability tier:

Tier 1: Verified primary sources
Tier 2: Established OSINT accounts (Aurora Intel, BNO News, DeepState, OSINT Defender, LiveUAMap)
Tier 3: Secondary aggregators (Bellingcat, NEXTA, War Monitor)

These channels often break news 15-30 minutes before traditional media. Having them integrated alongside verified feeds gives you both speed and context.

AI-Powered Threat Classification

Raw intelligence is only useful if you can process it. Global Watch runs a 3-stage threat classification pipeline:

Keyword matching for immediate categorization
Browser-based ML (Transformers.js running in Web Workers) for sentiment and entity extraction
LLM classification for nuanced threat assessment

This runs locally in your browser. No data leaves your machine unless you explicitly choose a cloud LLM provider.

The Country Instability Index

One of Global Watch’s original contributions to OSINT is the Country Instability Index (CII), a real-time 0-100 score computed for every monitored nation:

Baseline risk (40%): Historical conflict data, governance indicators
Unrest indicators (20%): Protests, strikes, civil disorder events
Security events (20%): Military activity, terrorism, border incidents
Information velocity (20%): News volume spikes that indicate developing situations

The CII is boosted by real-time signals: proximity to active hotspots, OREF rocket alerts, GPS jamming activity, and travel advisory changes. The result is a heatmap overlay that shows, at a glance, where instability is rising.

Hotspot Escalation Scoring

Global Watch doesn’t just show you where things are happening. It tells you where they’re getting worse. The Hotspot Escalation Score combines:

News activity (35%)
CII score (25%)
Geographic convergence (25%): when 3+ event types co-occur within the same 1-degree grid cell in 24 hours
Military indicators (15%)

When a region’s escalation score spikes, it surfaces in the Strategic Risk panel before traditional media picks up the story.

Found something significant? Global Watch’s story sharing lets you export intelligence briefs to Twitter/X, LinkedIn, WhatsApp, Telegram, and Reddit, complete with auto-generated Open Graph images for social previews.

You can also share map states via URL: the map position, active layers, time range, and selected data points are all encoded in a shareable link. Send a colleague a URL and they see exactly what you see.

Getting Started with Global Watch for OSINT

Open globalwatch.vercel.app in any modern browser
Toggle layers using the left sidebar: start with “Conflicts” and “Military Bases”
Click any data point on the map for details and source links
Open the Command Palette (Cmd+K / Ctrl+K) to fuzzy-search across 24 result types and 250+ country commands
Click any country for its full intelligence dossier with CII score
Set up keyword monitors for topics you want to track persistently

No account needed. No API keys required for the web version. For local AI analysis, install Ollama and point Global Watch at your local instance.

Why Open Source Matters for OSINT

Closed-source intelligence tools are black boxes. You can’t verify how they score threats, where their data comes from, or whether their algorithms have blind spots.

Global Watch’s AGPL-3.0 license means every scoring algorithm, every data pipeline, and every AI prompt is open for inspection. Security researchers can audit it. Academics can cite it. Developers can extend it. And anyone can self-host it for complete operational security.

Start your OSINT workflow at globalwatch.vercel.app. Free, open source, and no login required.