ContributorClaire Kahn
Airia contributor archive for enterprise AI, governance, and platform updates.
AIJuly 7, 2026Introducing Cost Optimization: Control AI Spend Before It Controls You
Airia's Cost Optimization enforces budget AI policies, giving enterprises real-time visibility and control over AI spend.
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AIJuly 1, 2026How to Red Team Any AI Agent in Your Ecosystem
Learn how to red-team external AI agents running on any platform with consistent testing and unified reporting.
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AIJune 25, 2026The Blind Spot in Your AI Security: Agents You Don’t Fully Control
Most AI security testing misses agents running on external platforms. Learn why coverage gaps create risk and how to close them.
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AIJune 24, 2026Beyond Content Guardrails: The Runtime Checks Most AI Agent Stacks Are Missing
AI agents fail through action drift and scope drift. See how runtime behavioral checks catch what content guardrails can't.
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AIJune 23, 2026What Is AI Red Teaming and Why It Matters Now
Red Teaming tests your AI agents for vulnerabilities before attackers do. Learn what it is, why it matters, and how to approach AI risk.
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AIJune 11, 2026The Shadow AI Problem Hiding in Your Meeting Tools
Stop losing meeting intelligence. Airia Meetings captures, automates, and governs your meeting data securely, inside your existing workflows.
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AIJune 9, 2026How to Build an AI Inventory in 30 Days
Learn how to build a complete AI inventory in 30 days. Get full visibility into AI tools, models, and agents across your enterprise.
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AIJune 2, 2026Why Your Enterprise AI Keeps Getting It Wrong — And How Context Engineering Fixes It
Enterprise AI fails in production because retrieval is broken. Airia's Context Engineering delivers the right context, every time.
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AIMay 29, 2026What is AI SPM (Security Posture Management) and Do You Need It?
Learn what AI Security Posture Management is, why enterprises need it, and how to stop AI sprawl before it becomes a risk.
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AIMay 29, 2026What is AI Inventory Management? A Guide for IT and Security Teams
Learn how AI inventory management gives IT and security teams visibility and control over every AI agent across the enterprise.
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AIMay 26, 2026The Hidden Cost of Shadow AI: Beyond Data Exposure
Shadow AI creates compliance violations, security blind spots, and audit gaps your team doesn't know exist. Learn what's really at stake.
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AIMay 22, 2026EU AI Act Part 6 – The Window Is Open: How to Act Before These Guidelines Become Final
The EU AI Act classification guidelines are still in draft. Here's where they fall short, how to submit feedback, and why acting now matters.
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AIMay 21, 2026EU AI Act Part 5 – Building the Paper Trail: What Your Records Actually Need to Contain
Four records every AI provider needs before market placement—how to build the EU AI Act classification paper trail that withstands scrutiny.
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AIMay 20, 2026EU AI Act Part 4 – What This Looks Like in Your Sector
Learn how the EU AI Act Annex III high-risk classification plays out in HR tech, financial services, and public sector deployments.
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AIMay 19, 2026What Your Employees Don’t Tell IT: The Real Scale of Shadow AI
Shadow AI is running in your enterprise in employee tools and unsanctioned integrations. Learn where it hides and how to regain control.
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AIMay 13, 2026Unlocking Claude’s Full Potential in the Enterprise – Safely
Learn how to secure Claude across your enterprise with visibility, multi-surface controls, and governance that enables safe AI adoption.
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AIMay 13, 2026What is AI Observability?
AI observability gives enterprises visibility into how AI systems behave in production. Learn why it's essential for enterprise AI.
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AIMay 12, 2026Colorado Rewrote Its AI Law. Here’s What Governance Practitioners Need to Do Before January 2027.
Colorado’s SB 26-189 replaces biased audits with AI transparency rules. Here's what governance teams must do before January 2027.
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AIMay 12, 2026The EU AI Act Just Got An Extension. Here’s How to Use It.
The EU AI Act's Digital Omnibus shifts deadlines — but compliance requirements haven't changed. Here's what to do with your 16 months.
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AIMay 11, 2026Agentic AI is Creating New Attack Surfaces – and Most Enterprises Can’t See It
Agentic AI introduces security risks that traditional tools weren't built for. Visibility is the first step to protecting your enterprise.
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AIMay 11, 2026What AI Governance at Runtime Actually Looks Like
Most AI governance isn't active – learn what runtime governance looks like and why it's essential for enterprises scaling AI securely.
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AIMay 11, 2026MCP Security: What Enterprises Need to Know Before Deploying at Scale
MCP security is essential to adopting Model Context Protocol. Learn the risks, vulnerabilities, and controls needed for deployment.
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AIMay 5, 2026Multi-Agent Orchestration: How Enterprises Are Scaling Beyond Single Agents
Learn how organizations are using a multi-agent orchestration platform to enable enterprises to coordinate AI agents at scale.
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AIMay 5, 2026Active AI Governance
Continuous AI governance provides ongoing oversight of AI systems. Learn why periodic audits fall short and how to implement AI governance.
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AIMay 4, 2026What Rigorous AI Risk Management Actually Requires: A Five-Stage Breakdown
Oxford, MIT & Stanford mapped what AI risk management can't solve yet — here's what it means for enterprise governance.
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AIMay 4, 2026Skills are the new supply chain. The marketplace is not ready.
We scanned 46,316 AI skills and found 10.7% failed basic security review — and standard enterprise controls won't catch them.
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AIApril 30, 2026From Chatbot to Agent: The Architectural Shift Nobody Fully Explained
The shift from AI chatbots to AI agents changes everything. Learn what's different and what enterprises need to know.
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AIApril 29, 2026What Responsible AI Means When You’re Actually Deploying It
Responsible AI principles are easy to endorse, but deployment is hard. Learn what responsible AI requires when you're actually deploying it.
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AIApril 28, 2026Why AI Agents Need Scoped Access – And How To Enforce It Across Your Entire Integration Stack
AI agents can create security risks. Learn why scoped access matters and how to enforce least privilege across your integration stack.
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AIApril 23, 2026AI Cost Optimization: When AI Spending Spirals Out of Control
Learn why AI cost optimization is now critical for CIOs as they scale agentic tools across engineering teams.
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AIApril 21, 2026AI Transparency Requires Logging Infrastructure, Not Explainability Artifacts
Learn what audit-ready transparency logs must capture and why logging-first architecture matters before the August EU AI Act enforcement.
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AIApril 17, 2026Multi-agent Systems are Coming. Is Your Enterprise Ready to Manage Them?
Multi-agent systems are next for enterprise AI. Learn what they are, why they matter, and how to prepare your organization to manage them.
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AIApril 16, 2026Agentic AI vs. AI Automation: Why the Difference Matters to Your IT Team
Agentic AI and AI automation aren't the same thing. Learn the key differences and why your IT team needs to manage them differently.
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AIApril 15, 2026The Enterprise Agent FOMO Trap (And How to Avoid It)
Why do most AI POCs fail? Learn what causes AI projects to stall, and why documented failure is part of a functional innovation process.
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AIApril 15, 2026Does the EU AI Act Apply to Non-EU Companies?
Learn how the EU AI Act affects non-EU companies. Understand extraterritorial scope, compliance requirements, and risk classifications.
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AIApril 6, 2026Q1 2026: Three Critical Learnings Every Enterprise Needs to Act On
Learn how enterprises must respond to procurement-driven governance, dynamic risk models, and rising shadow AI threats in 2026.
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AIMarch 5, 2026What is an AI Inventory? Definition, Benefits, and How to Get Started
Learn what an AI inventory is, why enterprises need one, and how to build centralized visibility into every AI agent across your organization.
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AIMarch 4, 2026What is an AI Agent: How They Work & Why They Matter for Enterprise
Learn what AI agents are, how they work, why CIOs must address governance, and practical frameworks for deployment.
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AIFebruary 19, 2026Don’t Launch Agents. Graduate Them.
Don’t launch AI agents—graduate them. A staged rollout blueprint for testing, securing, evaluating, and scaling agents with discipline, not guesswork.
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AIFebruary 5, 2026Navigating the EU AI Act: How to Achieve Compliance Without Slowing Down Innovation
Learn how to achieve compliance with the EU AI Act and why automated governance is the key to balancing risk.
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AIJanuary 23, 2026AI Compliance Takes Center Stage: Global Regulatory Trends for 2026
Explore critical AI compliance trends for 2026. Learn how the EU AI Act, US state laws, and global regulations are reshaping enterprise AI governance and what CIOs must do now.
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AIJanuary 15, 2026AI Governance: How to Build Trust Within Your Organization
Learn how to build trust-based AI governance that accelerates innovation instead of slowing it down. Practical frameworks for CIOs navigating AI adoption.
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AIJanuary 12, 2026Top 5 AI Retail Agents Transforming Enterprise Retail Operations
Discover the top 5 AI retail agents that help CIOs optimize operations, reduce costs, and scale retail intelligence safely with enterprise-grade governance.
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AIJanuary 7, 2026Why Employees Use Unauthorized AI Tools (And What to Do About It)
Learn why shadow AI spreads in enterprises and how to build governance that enables safe AI use without blocking innovation.
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AIJanuary 2, 202626 AI Resolutions for CIOs in 2026
As 2026 arrives, many enterprises still struggle to move beyond AI pilots to achieve real business impact. For CIOs, the agenda for 2026 must focus on turning AI ambition into tangible results.
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AIDecember 20, 2025Agentic AI Security: The Risk Nobody is Talking About
Agentic AI security is the threat most enterprises aren't prepared for. Learn why traditional security fails and what to do about it.
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