Insights

Copilots vs. Digital Employees in Identity

Enterprise AI in identity and access management faces a crucial choice: optimize human operators through copilots, or remove coordination burdens using digital employees. Most organizations haven’t recognized they’re selecting between these two distinct futures.

The Core Pillars of Identity Access Management (IAM) - and Their Unifying Force

By executing the IGA, AM, and PAM pillars effectively, organizations can ensure that the right individuals access the right resources at the right times, bolstering their defenses in the digital age.

How to Talk to Humans: The Art of Asking Questions

Interacting with poorly designed AI agents can be frustrating. Users often encounter a barrage of questions before accomplishing anything: “What’s your role? Which department? What system?” This creates a fundamental challenge for AI agent builders: agents need information to function effectively, b

Why IAM Completeness and Accuracy Keeps Failing at Financial Institutions

Every quarter, the same report lands: accounts without owners, unjustified entitlements, mismatched HR records, and non-expiring service accounts. The IAM team knows what needs fixing, but the cycle begins with chasing unresponsive application owners, scheduling meetings, and escalating missed deadl

The Last Manual Audit: Agentic AI and the Future of Compliance

Roughly 70% of large companies conduct annual cybersecurity audits, and they’re widely despised. Compliance teams spend months gathering evidence, working extended hours, and managing operational slowdowns. The process involves auditors requesting documentation with tight deadlines and follow-up dem

The Next Step in Agentic AI: Accountability

The best AI agents don’t just automate tasks - they earn trust through transparency and accountability. Here are five prerequisites that turn Agentic AI from a promising technology into a reliable teammate your organization can depend on.

From Reactive to Proactive Cybersecurity

Traditional AI in cybersecurity is reactive, it analyzes data and provides recommendations for humans to act upon. Agentic AI is fundamentally different: it observes, reasons, plans, and executes autonomous actions based on its understanding of the security environment.

The Threat Landscape Just Changed. Has Your Identity Program?

Project Glasswing represents a fundamental shift in cybersecurity dynamics. An advanced AI model discovered thousands of zero-day vulnerabilities across major operating systems and browsers-some dormant for decades-in a matter of weeks. This capability demonstrates that offensive AI has reached a th

Learn how a Fortune 500 bank used Twine’s AI Digital Employee, Alex, to transform its Completeness and Accuracy program and close critical identity governance gaps.