CrowdThreat

The Problem
Traditional threat intelligence models rely on small, centralised analyst teams, often based in the West, attempting to monitor an increasingly complex and fast-moving global landscape. Analysts may lack language skills, cultural context, or proximity to unfolding events, creating gaps in understanding and delayed or incomplete intelligence. As Michael McCabe explains, major events make the headlines, but thousands of local and emerging threats are missed. The scale of global intelligence requirements exceeds what centralised teams can realistically monitor.
Our Solution
Crowd Threat was built to fill these gaps by decentralising how global situational awareness is constructed. The platform provides a real-time global map of incidents, powered by local contributors who report threats as they happen. Contributors are onboarded and trained, supported by AI-assisted tools that help structure and categorise reports. Each submission is then verified by human analysts. The model: - Enables local cultural fluency and contextual nuance - Rewards contributors for speed and accuracy - Scales beyond the limits of centralised analyst teams - Introduces layered trust and verification processes Wubbleyou partnered with Michael not simply as a development supplier but as a strategic product partner. The collaboration focused on: - Translating deep intelligence expertise into a usable product - Shaping product strategy and user experience - Designing scalable technical architecture - Providing challenge and restraint to prioritise the 20% delivering 80% of value - Grounding the vision in testable, scalable execution
Features Built
Real-time global incident map
Crowd-powered reporting network
Contributor onboarding and training process
AI-assisted report structuring and categorisation
Human analyst verification layer
Trust-building and tiered validation mechanisms
Data designed for organisational decision-making inputs
Client Testimonial
An obvious problem in threat intelligence is that the world is a very big place. You give local people an easy way to report threats, you verify that information, and you reward speed and accuracy. I know what I want to achieve with technology, but I don’t pretend to know the best way to do it. Mark and his team helped ground the vision, making sure we built something that worked and that people would actually use, and that we could prove before scaling.

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