Insights

Build vs Buy Agent Calculator for Identity

Answer twelve questions about what your identity program does today, and the scorecard tells you whether the last mile is yours to build.

Twine + Cyera: From Detection to Resolution

How the Twine + Cyera integration closes the loop between data risk discovery and identity remediation.

Your JIT Access Program Is Probably a Break-Glass Program

The 2:00 AM emergency is not where just-in-time access breaks down. It is where you find out it broke down months ago. What agentic AI actually changes, and what it does not.

Netanel Fisher

August 5, 2026

Governing Claude Enterprise With Twine

Alex brings Claude Enterprise under the same identity governance as every other application: inventorying members, roles, groups and connectors, surfacing the blind spots, and routing every change for human approval before anything is applied.

4 Components That Make AI Truly Agentic

In the rapidly evolving landscape of AI, many companies claim to be building AI agents.

5 Key Identity and Access Management (IAM) Mechanisms

As organizations manage an ever-growing number of identities across various technologies and platforms, proactive IAM strategies have become essential to mitigating risks and maintaining robust security.

6 Common Causes of Failure in IGA Projects

Identity Governance and Administration (IGA) implementations are critical for modern businesses, yet they often face significant challenges. A McKinsey study reveals a disheartening trend in IT projects: they tend to run 45% over budget, 7% over time, and deliver 56% less value than predicted. Under

7 Critical Identity-Related Attack Types

In the face of increasing identity-based attacks, bolstering Identity and Access Management (IAM) security has become essential. However, nearly half of organizations lack adequate resources and skilled personnel to modernize their IAM efforts.

Access Reviews Are Broken: Why Rubber Stamping Happens (and What Agentic UARs Change)

Access reviews are designed to enforce least privilege principles, yet at enterprise scale they frequently devolve into rubber stamping-where reviewers approve nearly all requests. This occurs not due to negligence, but because the process is structurally optimized for speed over quality decisions.

Your AI Agent Doesn’t Think Like You (It’s a Feature, Not a Bug)

When Alan Turing proposed “The Imitation Game” in 1949 as a measure of machine intelligence, he assumed a single type of intelligence existed. His criterion was straightforward: if a human cannot reliably distinguish a machine from another person in conversation, then the machine must be considered

Twine Is Anthropic Cyber Verified: Raising the Bar for Trusted AI Identity Operations

Twine has joined Anthropic’s Cyber Verification Program (CVP), which validates that an organization uses frontier AI for security work with defensive objectives in mind.

Building Trust in Agentic AI

What if access permissions could manage themselves, granted or revoked in real time, without human bottlenecks? Agentic AI brings reasoning and autonomy to cybersecurity, particularly Identity and Access Management (IAM), where it can eliminate tedious manual processes. However, before entrusting AI

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.