Side-by-side comparison of AI visibility scores, market position, and capabilities
Phylum automates software supply chain defense by analyzing open-source packages for malware, vulnerabilities, and typosquatting attacks before installation.
Phylum is an automated software supply chain defense platform that analyzes open-source packages for malicious code, vulnerabilities, license risks, and typosquatting attacks before they enter development or production environments. The platform operates as a policy enforcement layer between developers and public package registries, inspecting every package version against a continuously updated threat model that includes behavioral analysis, author reputation, and code similarity checks. Phylum's analysis runs at the registry level and at the point of installation, giving organizations defense-in-depth without requiring developers to change their workflows significantly.
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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