CNAPP buyers need to understand what a platform sees, how its signals connect, and why one risk ranks above another. This guide shows how to explain the four ideas that carry most of that story.
Agents need enforceable limits on tools, data, and delegated authority. This article maps OAuth, MCP, approvals, revocation, audit, and confused deputy controls.
AI security claims need a defined scope, a relevant threat model, and evidence that matches the words on the page. This guide shows vendors how to build that proof before publishing.
IAM, ITDR, PAM, and non-human identity security address different parts of identity risk. This guide helps security buyers compare their scope, controls, and evidence.
AI agents need more than API keys. This article maps the identity, delegation, policy, audit, and trust components used to control agents, models, tools, and data.