Manual creation of realistic employee profiles for security testing is slow, privacy-risky, and doesn't scale. This agentic workflow automates persona generation using organizational data models and generative AI, producing synthetic personas with credible job roles, communication patterns, and interests. The operational upside is the ability to safely run high-volume, hyper-targeted spear-phishing campaigns that test real employee vigilance against sophisticated lures, directly improving measurable workforce resilience without legal or privacy exposure.




