Redefining Web Safety with Eunomatix URL Classification Service (UCS)
Eman Khalid 29/10/2025 254
Eunomatix UCS is a URL classification service designed to make web access safer for organizations and end users. UCS classifies links in real time using a combination of machine learning, heuristic analysis and curated threat intelligence to provide contextual labels and risk scores for any URL.
Key capabilities include:
- Real-time URL categorization (malware, phishing, adult, gambling, social, etc.)
- Dynamic risk scoring that accounts for content, redirects and historical reputation
- Easy integration via REST API and SDKs for inline and proxy deployments
- Custom policy controls and allow/block lists tailored to business needs
Deploying UCS helps security teams reduce exposure to malicious sites, enforce acceptable-use policies, and improve incident triage by surfacing contextual metadata about suspicious links. The service is privacy-conscious by design, offering configurable logging and on-premise or private-cloud deployment options for sensitive environments.
Use cases include enterprise web gateways, email and chat URL scanning, threat hunting enrichment, and content filtering for education and public networks. By combining automated classification with human-curated intelligence, UCS aims to minimize false positives while accelerating detection of new, evasive threats.
To learn more, read the original article on Medium or explore Eunomatix UCS documentation and integration guides.