Side-by-side comparison of AI visibility scores, market position, and capabilities
Oligo Security detects library vulnerabilities exploited at runtime using eBPF-based observability, eliminating noise from vulnerabilities in unreachable code paths.
Oligo Security is an application security observability platform that uses eBPF-based runtime monitoring to detect when open-source library vulnerabilities are actually being exploited, rather than simply flagging their presence in the dependency tree. Traditional SCA tools generate enormous volumes of alerts covering every CVE across all dependencies regardless of reachability or exploitation likelihood. Oligo shifts the detection boundary to runtime, monitoring actual function calls and library behavior to identify active exploitation attempts and distinguish them from the millions of theoretical vulnerabilities that static analysis surfaces.
Paris cybersecurity employee risk monitoring at $10M+ ARR 2024 (triple-digit growth) serving Mistral AI, Deel, Intercom, Y Combinator;
Riot is a Paris, France-based employee cybersecurity awareness and monitoring platform — backed with $45 million in total funding including a $30 million Series B in February 2025 led by Left Lane Capital at a $170 million+ post-money valuation with Y Combinator, Base10, and FundersClub — providing 1,500+ organizations including Mistral AI, Y Combinator, Modern Treasury, Deel, Intercom, L'Occitane, and Le Monde with real-time employee cybersecurity vulnerability detection and AI-powered awareness coaching through Albert, Riot's AI cyber coach. Surpassing $10 million in annual revenue in 2024 with triple-digit year-over-year growth, Riot detects employee-level security risks (weak passwords, unsafe file permissions, phishing susceptibility) and guides employees through interactive remediation coaching without requiring IT security team manual intervention.
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