Cogent Security builds "Cyber Defense Factories" that autonomously find and fix enterprise vulnerabilities using OpenAI models. Its agents combine GPT-6.1 Sol and GPT-5.6 with a Context Engine knowledge graph, GPT-6 Astra for planning, and a policy-enforcement engine called TRACE. Cogent reports a Fortune 1000 automotive customer cut mean time to remediate critical vulnerabilities by 75%, and a Fortune 500 IT services customer achieved 5x vulnerability-triage throughput. The company also conducts offensive research via OpenAI's Daybreak program and plans increasingly autonomous remediation and closed-loop risk elimination.

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