The Business Value for IAM AI

Several IAM vendors have either released or are working on integrating artificial intelligence (AI) and machine learning (ML) into their Identity Governance and Administration (IGA) products. Beyond the marketing hype of artificial intelligence, what exactly does AI and machine learning give us? The Access Decision Dilemma Access certification campaigns has been a staple of information security programs since we have had to spell SOX. The ability to prove that managers and/or application owners have reviewed existing user's access on a regular basis is foundation of keeping auditors happy and keeping board members out of jail. So, what exactly is the issue? It's that satisfying risk and compliance requirements is only a passing grade. To really achieve security we need to ensure that users only retain the access that they need to perform their job (i.e. least privilege). Doesn't conducting regular access reviews achieve this? To answer this question, let...