Kevin Kiley of Airia examines how organizations can discover, secure, govern and optimize expanding AI environments while managing model risk, compliance and costs.
Artificial intelligence applications, agents and embedded capabilities are proliferating faster than many organizations can identify, secure or govern them. Employee adoption, departmental point solutions and AI features added to established software expand the attack surface, increase spending and strain review processes. As models drift, evolve and become unavailable, periodic assessments can leave organizations relying on outdated risk information.
In this session, led by Kevin Kiley of Airia, will cover:
- How continuous discovery can reveal AI applications, models, vendors, users and data flows across the enterprise;
- How agent constraints, MCP controls and automated red teaming can uncover vulnerabilities and reduce exposure;
- How model routing, performance monitoring and token attribution can improve resilience, regulatory compliance and cost management.
Here is the course outline:
AI Sprawl Is Exploding: Get Ahead of Governance and Security Challenges Before It's Too Late |