Agentic Open-Source Intelligence Platform

The story
beneath the story.

Adversaries wage narrative campaigns to destabilize regions, manipulate markets, and shape public opinion — months before conventional intelligence catches up. The Subplot gives analysts the ability to see those campaigns forming in real-time, understand their geographic spread, and predict their trajectory.

Not another dashboard. Other platforms show you what happened. The Subplot shows you what's forming — extracting hidden claims, mapping narrative geography, and generating analyst-grade intelligence products on demand. The analyst stays in control. The AI does the heavy lifting.
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The Subplot Watch Floor
◉ Watch Floor — Live Operational Intelligence
24/7
Continuous Monitoring
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Global Sources
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Countries Covered
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Intel Report Generation
The Difference

Drag to compare.

WITHOUT THE SUBPLOT
Manual monitoring.
Always behind.
  • ✕ Hundreds of open tabs and RSS feeds
  • ✕ Hours spent reading, no time analyzing
  • ✕ No geographic context for narratives
  • ✕ Reports take days, not minutes
  • ✕ Missed connections across sources
  • ✕ Reactive — always learning after the fact
WITH THE SUBPLOT
Automated intelligence.
Always ahead.
  • ◉ One workspace, thousands of sources
  • ◉ AI reads everything, you analyze what matters
  • ◉ Every article geocoded and mapped
  • ◉ Analyst-grade reports in under 60 seconds
  • ◉ Cross-monitor correlation finds hidden links
  • ◉ Predictive — see what's forming, not just what happened
Why The Subplot

Intelligence analysis,
not information overload.

Narrative Detection, Not Keyword Matching

AI identifies emerging narrative campaigns — coordinated claims, amplification patterns, and sentiment shifts — not just keyword hits.

Finished Intelligence, Not Raw Data

Generate sourced intelligence products with BLUF, key judgments, competing hypotheses, and courses of action. Ready to brief, not process.

Geographic Narrative Mapping

See where narratives concentrate and spread. Context-aware geocoding maps every article to its geographic signature with sentiment overlay.

Ask Anything, Get Intel

Natural language queries across your entire intelligence base. Cross-monitor analysis finds connections human analysts would miss.

The Subplot Analyst View
◉ Narrative Assessment — Iran Protests Monitor
Platform Capabilities

Six integrated intelligence
capabilities. One workspace.

Every tool an analyst needs to move from raw signal to finished intelligence product — without leaving the platform.

Ingestion
Multi-Source Collection
Continuous ingestion from news outlets, social media, and open sources. Automated deduplication and metadata enrichment across thousands of global streams.
Analysis
AI Sentiment Classification
Every article scored across five sentiment dimensions — hostile, negative, neutral, hopeful, positive. Aggregate tone tracked over time to identify campaign-level shifts.
Geospatial
GEOINT Workspace
Interactive globe with context-aware geocoding. Every article mapped to its geographic signature. Filter by time, sentiment, and monitor. Built-in AI assistant for spatial queries.
Extraction
Claims Intelligence
AI extracts discrete claims from the noise — who said what, when it emerged, how it amplified. Track the lifecycle of individual assertions across outlets and time.
Forecasting
Predictive Risk Modeling
Risk trajectories with threshold predictions. See where a narrative is heading, when it's likely to breach critical levels, and what indicators to watch for escalation.
On-Demand
Intelligence Query System
Ask any question in plain language. Get analyst-grade intelligence products with sourced evidence, competing hypotheses, and recommended courses of action.
How It Works

From raw signal to
finished intelligence.

1
Define a Threat Vector
Create a monitor for any geopolitical topic, narrative campaign, or emerging event. Ingestion begins from thousands of sources immediately.
2
AI Monitors 24/7
Continuous analysis classifies sentiment, extracts claims, maps geography, and tracks risk — surfacing what changed and why it matters.
3
Generate Intelligence
Ask questions, generate reports, or get alerts when thresholds are breached. Analyst-grade products with sourced evidence, on demand.
Geospatial Intelligence

See where narratives
concentrate and spread.

Every article is geocoded to its geographic signature using context-aware AI — not naive keyword matching. The GEOINT workspace maps narrative density, sentiment distribution, and temporal spread across the globe.

Built-in intelligence assistant supports spatial queries: "Show hotspots in Tehran in the last 48 hours" or "Which locations have the most hostile coverage?"

GEOINT Workspace
◉ GEOINT Workspace — Geographic Narrative Distribution
Entity Intelligence

Map the actors.
Trace the connections.

AI-extracted entity networks reveal the people, organizations, and locations driving each narrative. See who's connected, which alliances are forming, and where the fault lines run.

2,075 entities and 4,945 connections extracted automatically. Filter by type — states, organizations, people, locations — and explore interactively.

Network Graph
◉ Network Graph + Claims Emergence Timeline
Claims Extraction

Track every claim.
From emergence to spread.

AI extracts discrete factual claims from thousands of articles — who said what, when it first appeared, and how it amplified across sources. Each claim is tagged, searchable, and trackable through its lifecycle.

Filter by status: confirmed, contested, unverified, escalated. Pair claims with the temporal emergence timeline to see coordinated messaging patterns.

Claims Intelligence
◉ Claims Intelligence — Extraction + Temporal Tracking
Real-Time Surveillance

Eyes on the ground.
AI in the loop.

Live port and maritime chokepoint camera feeds integrated directly into the GEOINT workspace. AI scene analysis identifies vessel types, estimates congestion, and detects anomalies — automatically and continuously.

18 global camera feeds covering critical maritime infrastructure. Auto-refresh with historical snapshots. One-click full stream access.

Port Camera AI
◉ Port Cameras — AI Scene Analysis · Shanghai Huangpu River
Live Intelligence

Currently tracking.

UKRAINE CRISIS
2,649 docs · HEAVY
VENEZUELA CRISIS
7,823 docs · HEAVY
IRAN PROTESTS
8,160 docs · ACTIVE
ICE PROTESTS
6,445 docs · ACTIVE
TAIWAN CRISIS
736 docs · PRESENT
UKRAINE CRISIS
2,649 docs · HEAVY
VENEZUELA CRISIS
7,823 docs · HEAVY
IRAN PROTESTS
8,160 docs · ACTIVE
ICE PROTESTS
6,445 docs · ACTIVE
TAIWAN CRISIS
736 docs · PRESENT
Request Early Access
Limited availability. Priority given to defense, intelligence, and OSINT professionals.