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Scenario Prediction Engine
Predict geopolitical outcomes based on historical patterns
What if scenario...
Predicted Outcomes
🔮
Scenario Simulator
Configure a scenario above to see probability-weighted predictions based on historical patterns from the Gulf Watch intelligence database.
How It Works
1
Pattern Extraction Analyzes 220+ historical incidents for cause-effect relationships
2
Outcome Tracking Tracks what typically follows within 24h, 72h, and 7 days
3
Probability Calculation Calculates likelihoods based on historical frequencies
REGIONAL MISSILE DEFENSE
⊙
--
Detected
Threats identified
⌖
--
Intercepted
Successfully neutralized
✗
--
Impacted Territory
Not intercepted
† Ballistic Missiles
Detected --
Intercepted --
✦ Drones
Detected --
Intercepted --
✓ Success Rate
--%
Interception Success
◷ Last 24 Hours
Detected --
Intercepted --
🌍 Per-Country Breakdown
Country Detected Intercepted Impacted Success Rate
📡
Data Source: Aggregated from Multiple Government & Defense Sources
Updated: --

ARGUS - Entity Resolution

Threat Analysis Content

API Endpoint

https://gulfwatch-testing.vercel.app/feed.json

Example Response

{ "total_incidents": 236, "generated_at": "2026-03-14T12:00:00Z", "incidents": [...] }

Incoming Reports

No pending reports

Verification Queue

Queue empty

Source Credibility

Government 95%
News Agencies 75%
Social Media 42%

Incident Validation

--
Validated
--
Pending
--
Disputed
RAGNAROK — Escalation Timeline Engine
Model OODA loop timelines: Detection → Classification → Decision → Action

⚡ RAGNAROK

OODA Loop Escalation Timeline

27 min
Total OODA
100%
Efficiency
1
Bottleneck
DECIDE
Critical Path
📡 2m
Detection Observe

IRST/雷达 detected ballistic trajectory. Trajectory analysis initiated.

📡 Sensor Network 🛰️ SATCOM
Confidence
95%
Time to Detect
2 min
Sources
Radar, SATINT
🔍 5m
Classification Orient

Attribution analysis: Iranian-origin capability. Regional threat assessment initiated.

🤖 AI Classification 🧠 Intelligence Cell
⚖️ 15m
Decision Decide

Emergency authorization. Theater commander has pre-approved response protocols.

🎖️ Tactical Commander 🏛️ JOC
🚀 5m
Action Act

Air defense assets engaged. Interceptor launched. Impact point calculated.

🛡️ Air Defense ✈️ Strike Aircraft
⚠️ Bottleneck Analysis
DECIDE 15 min
Command authority delay — multi-level approval required
Recommendation: Pre-authorize response protocols for known threat signatures
Finance Impact
Brent Crude
-- --
Gold
-- --
Bitcoin
-- --
Natural Gas
-- --
Copper
-- --
Iron Ore
-- --
Casualty Tracker
--
Total
--
Military
--
Civilian
--
Injured
Airspace Summary
0 alerts
Source Reliability
Government 95%
News 75%
Social 42%
Conflict Intensity
Regional intensity index
Low Moderate High

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Translate Incident

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