Ayana Brennan

AI systems are now the enterprise security perimeter, requiring entirely new threat models.

A practical framework for adopting AI tools while managing data, compliance, and security risks.

Agents work autonomously toward goals; assistants only respond to prompts.

Most organizations lack the infrastructure to move AI beyond pilots into production systems.

Most AI pilots fail to scale because organizations confuse demo success with production readiness.