Autonomous AI SOC analyst for real-time alert investigation

Qevlar AI, founded in 2023 and headquartered in Paris, France, develops autonomous SOC investigation technology that uses AI agents and graph-based reasoning to analyze complex security events without requiring manual analyst intervention. Its platform applies large language models — including Meta’s Llama — to process massive volumes of unstructured data (alerts, logs, emails) and automatically generate high-confidence threat assessments, allowing organizations to automate up to 80% of security cases.

Qevlar AI integrates deeply with Microsoft’s Defender and Sentinel ecosystem to perform tasks such as phishing analysis, credential exposure assessment, endpoint compromise evaluation, and data exfiltration mapping within minutes.

The company has raised $14 million in seed funding, including a $10 million seed extension in April 2025, with investors such as EQT Ventures, Forgepoint Capital International, Florian Douetteau, Olivier Pomel, Mehdi Ghissassi, and Edouard Viot. Having enjoyed rapid growth, Qevlar is emerging as a strong European entrant in autonomous SOC operations.