Category: Industry Insights

As agents scale and operate continuously, MCP servers are becoming long-lived access intermediaries, concentrating privilege in ways security teams have already struggled to contain.
Service accounts are indispensable, but their security weaknesses make them the most attractive target in enterprise environments.
Traditional security models fail to detect compromised service accounts and non-deterministic AI agents, requiring a shift to layered, identity-aware behavioral monitoring.
API keys offer simplicity, but OAuth provides superior security through automatic expiration and granular scopes.
Securing MCP requires a fundamentally different approach than traditional API security.
These four architectural patterns reveal how AI agents differ fundamentally from traditional workloads.
How do you govern entities that can learn, adapt, and act independently while maintaining security and compliance?
From rule-based chatbots to autonomous agentic AI, we’ve come a long way in past three decades.
Conditional access enhances security and reduces the attack surface without adding friction.
The core problem is that human IAM was never built for workload scale or behavior.