Blog

Jun 11, 20265 min readAI Agents

AI agent auditing without identity signals is just log theater

Logs without identity context can't tell you who invoked an agent, what it accessed, or whether it had the rights to do so. Here's what real auditing looks like.

RHRobert HailsRead post

Jun 4, 2026Roby Liebbe
Your AI risk problem is actually an identity problem
Discover why identity governance is the missing foundation of your AI strategy. Learn how access control gaps create model risk, invite regulatory scrutiny, and undermine trust in AI-driven decisions.
6 min read
Apr 29, 2026Robert Hails
The identity problem nobody warned you about with AI agents
Agentic AI is changing what identity governance has to cover. Discover the mistakes enterprises are making today and the frameworks that actually hold up under pressure.
8 min read
Apr 8, 2026Roby Liebbe
Why AI agents need identities too
Agentic AI is already in your organization. Is it governed? Learn why AI agents represent a new class of identity risk and what boards need to do about it now.
9 min read
Mar 4, 2026Roby Liebbe
The business case for IAM and the cost of identity friction
Identity now shapes resilience and execution pace. Build an IAM business case around outcomes like onboarding speed, audits, and automation.
9 min read
Jan 29, 2026Robert Hails
The Hidden Cost of Poor Identity Hygiene
Discover why poor identity hygiene is draining value in 2026. Explore benchmarks, enterprise risks, and next steps for IT and security leaders.
5 min read
Oct 3, 2025Roby Liebbe
The invisible majority: Why non-human identities are your biggest zero trust blind spot
Non-human identities outnumber users 45:1 but remain unmanaged, creating massive security gaps. Learn frameworks for discovery, risk assessment, and governance of service accounts and API keys.
6 min read
Sep 29, 2025Robert Hails
How metadata evolves modern IAM beyond binary access decisions
Learn how contextual metadata transforms identity management from binary access control to intelligent policies that improve security and user experience
5 min read
Sep 19, 2025Roby Liebbe
The strategic balance between premium consulting and qualified expertise
Maximize consulting ROI without compromising quality. Strategic frameworks for evaluating Big Four firms versus specialized boutique alternatives.
7 min read
Sep 11, 2025Robert Hails
Why IAM application onboarding fails: A CTO's guide to process success
Essential insights for identity leaders on overcoming the application onboarding challenges that derail IAM projects.
6 min read

Blog

AI agent auditing without identity signals is just log theater

Your AI risk problem is actually an identity problem

The identity problem nobody warned you about with AI agents

Why AI agents need identities too

The business case for IAM and the cost of identity friction

The Hidden Cost of Poor Identity Hygiene

The invisible majority: Why non-human identities are your biggest zero trust blind spot

How metadata evolves modern IAM beyond binary access decisions

The strategic balance between premium consulting and qualified expertise

Why IAM application onboarding fails: A CTO's guide to process success