Side-by-side comparison of AI visibility scores, market position, and capabilities
San Francisco AI email security (private, $5.1B valuation); $250M Series D (Wellington Management), behavioral AI detects novel BEC/phishing in Microsoft 365/Google Workspace competing with Proofpoint and Microsoft Defender.
Abnormal Security is a San Francisco, California-based AI-native cloud email security company — founded in 2018 by Evan Reiser (CEO) and Sanjay Jha (CTO), both former Google engineers — using behavioral AI to detect and block business email compromise (BEC), phishing, ransomware, account takeovers, and AI-generated social engineering attacks against enterprise email environments (Microsoft 365, Google Workspace) through approximately 600 employees. The company raised a $250 million Series D funding round at a $5.1 billion valuation, led by Wellington Management with participation from existing investors Greylock Partners, Menlo Ventures, Insight Partners, and the CrowdStrike Falcon Fund — bringing Abnormal's total funding to approximately $580 million. Abnormal Security's approach to email security is fundamentally different from traditional signature and rule-based approaches: rather than scanning emails for known malware hashes or suspicious links against threat databases, Abnormal's AI models each employee's historical communication behavior (who they email, how they write, what times they send messages, what financial requests they make) and flags deviations from established baselines as anomalies requiring investigation — enabling detection of novel BEC attacks that have no prior signature, AI-generated phishing that passes link reputation checks, and vendor invoice fraud that impersonates legitimate suppliers.
SF YC S23 agentic identity platform delivering Okta-level SSO for any app without SAML or SSO tax; $3.5M seed competing with Okta and Microsoft Entra for enterprise IAM with AI-agent authentication for 100% of applications including non-SAML tools.
Aglide is a San Francisco-based enterprise identity and access management (IAM) company — backed by Y Combinator (S23) with $3.5 million raised from YC, Davidovs Venture Collective, and Gurtin Ventures — providing organizations with an agentic identity platform that delivers Okta-level single sign-on (SSO) for any application without requiring SAML configuration, without charging the 'SSO tax' (the premium pricing that traditional IAM platforms charge for SSO features), and without maintaining an integration catalog of pre-built connectors. Founded in 2023 and initially serving fintech decacorns and global media companies, Aglide's zero-trust, end-to-end encrypted identity platform enables IT teams to secure any web or SaaS application with SSO access controls using AI agents that intelligently handle authentication flows without requiring application-side SAML or OAuth implementation.
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