CybelAngel

CybelAngel is a cybersecurity company founded in 2013 that discovers digital vulnerabilities and exposures outside the traditional network perimeter. Its platform combines machine learning with expert human analysis to surface issues such as leaked credentials, shadow APIs and potential data breaches, delivering contextualised intelligence rather than raw alerts. The stated aim is a low false positive rate, achieved through an analyst-led review process layered on top of automated scanning.

The technical workload is substantial: the platform scans more than 6 billion data points daily. Core domains include machine learning, digital risk protection, attack surface management, data breach detection and threat intelligence, with human-augmented analysis forming an explicit part of the product design rather than an afterthought. The approach is described as context-aware and analyst-led, in contrast to systems that flood users with undifferentiated alerts.

CybelAngel employs more than 145 people and operates in three countries: France, the United States and the United Kingdom. Its customers span pharmaceuticals, manufacturing, retail, finance and luxury brands. The company was started as a passion project between two brothers and describes its mission as proactive vulnerability discovery.