https://michaelmccabe-lang.github.io/howitworks/

Live · Global Feed

LOCAL EYES ONGLOBAL THREATS.

The intelligence layer no algorithm can replicate.

Every reporter we add is another corner of the world no algorithm, aggregator, or analyst desk can see. The network grows. The coverage compounds. The gap only widens.

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4,969
Threats This Month
◉ LIVE · 400 NODES · 12.4/min
Global intelligence network
SEC
CRIME
AIR
MAR
IND
SPC
SOC
150+
Crowd Members
68%
Of threats captured before
onset or within 2 hours
Live
Real-time Feed
Products
One crowd. Three intelligence layers.

Every product is powered by the same asset — a global network of vetted local reporters submitting verified incidents the moment they occur. The same data feeds Crowd Threat, Crowd Survey, and Crowd Signal — each calibrated for a different analytical need.

Shared foundation

All three products are built on the same verified incident data. Subscribe to Crowd Threat, Crowd Survey, or Crowd Signal — or combine them for the full intelligence stack.

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Global Reporter Network
0+ local reporters.
Every corner of the world.

Our crowd isn't a database or an algorithm — it's a global network of real people, vetted and financially accountable, submitting verified incidents from the communities where they live. When something happens, they're already there.

United Kingdom
United States
Germany
Spain
Nigeria
Italy
Indonesia
India
Australia
France
0+
Reporters
10
Countries
↑ Growing
Network
Live · Expanding
The Proof
0%
Before they occur

Threats recorded before they have even happened — planned demonstrations, mobilisations, and pre-incident activity captured by reporters already embedded in those communities.

0%
Within 2 hours

Further threats captured within two hours of onset — when most intelligence platforms are still silent or scraping recycled feeds.

0+
Vetted reporters

And expanding. Every addition extends coverage into corners no algorithm, desk analyst, or satellite feed can reach.

The Architecture
The future of threat intelligence
isn't a bigger desk.
01
01The Desk

The world has been running on the same model for decades. A company builds a team of analysts — smart people, sitting at desks, reading news feeds and government alerts and social media, and logging incidents one by one. It works. The problem is the maths. Twenty analysts have to cover 168 hours a week across 195 countries. So they don't. They cover the countries clients are paying for, during business hours, in the time zones that matter to the paying customers. On a Saturday night, there are one or two people watching the planet. That's not a staffing problem. It's a structural one — and hiring more people doesn't fix it, it just doubles the bill.

02
02The Shortcut

So the market tried a shortcut. Build platforms that pull in data from dozens of sources, run it through AI, and publish it automatically. Fast, cheap, scalable. Except the data isn't original — it's re-packaged from feeds the platform licences from other providers. The AI can't distinguish a genuine report from a recycled video that's three years old and thousands of miles from the claimed location. The platforms that do this well spend tens of millions a year on feed licences and need their AI models retrained every single day to keep up. The ones cutting corners on that are quietly publishing misinformation as intelligence.

03
03The Crowd

The crowd model starts from a different premise. Instead of watching the world from a desk, you put people in it. Local reporters — residents, not tourists — who file from where events actually happen. No shift pattern. No collection plan based on client spend. No recycled content laundered through an AI. The event happens, the person who lives there files it, a human verifier checks it, and it's published. That's it.

The result is coverage that tracks where incidents happen rather than where clients have bought coverage, availability that doesn't distinguish a Saturday from a Tuesday, and original reporting that no algorithm can replicate — because it requires someone to actually be there.

The method is obvious.

Not a satellite. Not a newsroom. A person. On the ground. Who knows.

Verification
From noise
to verified signal.
In minutes.

Every alert that leaves our platform has been through this. Raw signal from a reporter on the ground. AI triage. Human corroboration.

RAW SIGNAL
Signal received · coordinates unknown · source unverified
AI TRIAGE
Coordinates resolve · category assigned · timestamp locked
CROSS-REFERENCING
Reporter trust confirmed · 3 sources corroborated
VERIFIED
Alert fires · 94 minutes ahead of any public wire
94 minutes ahead of Reuters wire
STANDBY
CT · VERIFY · 2.1
SIGNAL ID???-????-???-????
COORDINATES██.████°N ██.████°E
TIMESTAMP████████ LOCAL TIME
CATEGORYUNKNOWN
SOURCEUNVERIFIED
DESCRIPTION
████████ ██████ ██ ██████████ ████████ ██ █████ ████████ ████████ ██ ████
CONFIDENCE---
UNVERIFIED
Intelligence Cycle
The data advantage
at every stage.

Three products. One crowd. The same verified data feeds different intelligence layers — each calibrated to where you are in the cycle.

Ground truth layerPHASE 3/5

High-volume verified incidents with precise geolocation and timestamps. The data your competitors are scraping — we generate it first.

01
Pre-escalation
02
Onset of instability
03
Active incident
04
Post-incident
05
Strategic horizon
Live Feed
No signal
Nothing in open sources
Low volume
Noise vs. escalation unclear
Ground truth
High-volume verified incidents
Declining
May mask ongoing instability
Historical baseline
Regional risk by asset class
Stability Vector™
↓ Alert · T−14d signal
Leading indicator
Stress before incidents appear
Confirms escalation
Security & sentiment drop together
Participation falls
Negative scores confirm severity
Recovery tracker
Real stability, not just quiet
Stability Vector™
Quantified country risk scores
Trader Product
↓ BEARISH9% YES
▲ 12 PP implied delta▲65 min edge
Position before consensus
Survey divergence flags early — enter before price moves
Confirm the move
Threat + Survey convergence kills false starts
Manage peak risk
Incident density shows when impact tops out
Exit before the crowd
Survey flags secondary escalation risk early
Build the model
Human-sourced data no other provider has
Verified incident data
Stability Vector™
Trader intelligence
Integrations
Where does it sit in your stack?

Crowd Threat is a complementary data layer — not a replacement. Here's how different teams put it to work alongside what they already use.

Existing TI Platforms

Already using a threat intelligence platform? Crowd Threat's API sits alongside it as a complementary verified incident layer — covering the ground-level events that scrapers and aggregators miss.

Prediction Market Tools

Crowd Signal maps verified incident data directly to live geopolitical prediction markets — providing the information asymmetry layer that public information sources cannot supply.

Crisis & Emergency Management

Crisis management platforms and emergency response teams use the real-time feed to detect and respond to incidents in protected zones — with verified ground-truth rather than social media noise.

Risk & Insurance Underwriting

Political risk underwriters use Crowd Survey's Stability Vector as a leading indicator for country risk exposure, and Crowd Threat incident data as the evidentiary layer for event-driven claims.

Analytics & Data Science

Data science teams and analytical platforms ingest our high-volume, real-time incident stream as training data or input signals for predictive models and situational intelligence tools.

News & Media Monitoring

Newsrooms and wire services use Crowd Threat for early detection of breaking incidents in under-reported regions — identifying stories before they surface in any public channel.

Full REST API · Webhook support · JSON / CSV export · Custom field mapping

Get Started
See the data in action.

Request a personalised demo and we'll walk you through the use case most relevant to your team — GSOC monitoring, prediction market alpha, political risk, or API integration.

Contact
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