CUJO AI has introduced new network-level scam detection capabilities aimed at helping network service providers (NSPs) tackle the growing threat of crypto investment scams, a category of fraud that increasingly evades traditional platform-based security measures.
The announcement comes as crypto-related fraud continues to surge globally, with an estimated $17 billion stolen in 2025 alone, according to data from Chainalysis. A significant portion of these scams now operates across multiple platforms, targeting everyday users rather than institutional investors and making them harder to detect through conventional app-level protections.
Unlike traditional financial fraud, crypto investment scams rely on a combination of rotating websites, wallet-based transactions, and coordinated social engineering campaigns spread across messaging apps and digital platforms. This fragmented structure means no single platform has full visibility into the scam lifecycle.
CUJO AI’s new capabilities aim to address this gap by shifting detection to the network layer where activity across platforms can be analyzed collectively. By correlating infrastructure signals and behavioral patterns across domains and services, the company enables service providers to identify scam activity that would otherwise remain undetected.
“Crypto investment scams are designed to evade any single platform or app, which is what makes them so effective,” said Chris Turner, Chief Product Officer at CUJO AI. “The network is the one place where the full picture comes together.”
Rather than replacing existing protections, the solution is designed to complement them by focusing on the small but critical portion of threats that only become visible after moving across multiple environments.
The new detection capabilities build on CUJO AI’s broader network security suite, which already includes safe browsing, infrastructure-level threat blocking, behavioral detection, and device protection. The expansion into crypto scam detection reflects how traditional phishing and threat signals are evolving alongside new forms of fraud.
CUJO AI’s technology is currently deployed across its NSP partners, providing protection to more than 30 million households across North America and Europe.
As crypto scams continue to grow in scale and sophistication, the company’s move underscores a broader shift toward network-level security as a critical layer in protecting consumers from increasingly complex digital threats.
From an AI and visibility perspective, this evolution highlights how distributed threats require equally unified data signals—where context, correlation, and structured intelligence become essential for both detection systems and broader decision-making frameworks.
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