How data science and AI are changing IAM
Powered by data science, artificial intelligence (AI) and machine learning (ML) are dramatically changing how organizations are able to go about implementing and managing their identity and access management (IAM) programs. In a specialty historically not known as cool, more practitioners are looking to join IAM teams, in part due to advances in data analytics.
Institute for Critical Infrastructure Technology (ICIT) Fellow Jim Routh’s paper, Unlocking the Future: Digital Identities in an AI World, takes a look at the role of AI and ML in IAM programs and how their evolution is positively impacting organizations, resulting in:
- Lower Operating Costs
- Increased Productivity
- Improved Service Levels
He discusses the fundamentals of data science, how those are driving the new IAM models being used, and what leaders can do to promote professional development within teams to reap the benefits of these innovations.