Security
AI security, shadow AI, guardrails, red teaming, and posture management.
Airia NewsJuly 21, 2026Airia Extends AI Governance Across Claude Enterprise
Airia's Claude Compliance API integration gives security teams full visibility into every Claude conversation, file, and code interaction.
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AIJuly 13, 2026AI Agent Permission Sprawl: How Agents Accumulate Excessive Access Over Time
Learn how AI agents accumulate excessive permissions and how to prevent security risks with proper governance.
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AIJuly 13, 2026Agentic Red Teaming Explained: What It Tests and How It Differs from Traditional Penetration Testing
Learn how agentic red teaming differs from pen testing and why autonomous AI agents require a new security approach.
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AIJuly 10, 2026AI Model Security vs. Agent Security: Key Differences Enterprise Risk Teams Need to Understand
Learn five key differences between AI model security and agent security—and why confusing them creates gaps in your enterprise risk controls.
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AIJuly 10, 2026OWASP Top 10 for Agentic AI: What Enterprise Security Teams Need to Test
Learn how to test AI agents against OWASP's Top 10 risks with practical scenarios for enterprise security teams.
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AIJuly 9, 2026Why Deprecated AI Models Are a Security Vulnerability — and How to Manage the Risk
Deprecated AI models carry unpatched vulnerabilities attackers exploit. Learn why model lifecycle management is essential security hygiene.
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AIJuly 8, 2026AI Agent Action Security: How to Enforce Policy at the Execution Layer
Learn why execution-layer security is the missing control in AI agent architectures and how to enforce policy before tool calls fire.
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AIJuly 8, 2026How Enterprise AI Security Needs to Evolve for the Age of Autonomous Agents
Enterprise AI security must evolve beyond model-era defenses to govern agent actions, detect drift, and secure multi-agent systems.
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AIJuly 7, 2026AI Agent Execution Control: How to Move Beyond Output Monitoring for Agentic AI Security
Learn why execution control—not just monitoring—is essential for securing AI agents that take irreversible actions at machine speed.
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AIJuly 1, 2026Airia Wins 2026 ISTE Tech & Learning Best of Show Award in Higher Education
Airia wins Tech & Learning Best of Show for Higher Education at ISTELive 2026 for enterprise AI governance and security.
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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 30, 2026AI Risk Management Statistics: The Numbers Behind the Urgency
Discover the AI risk statistics driving enterprise urgency—from shadow AI gaps to €35M fines. Learn why governance can't wait.
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AIJune 30, 2026AI Behavioral Drift: The Silent Risk Reshaping Enterprise AI Security
Learn what AI behavioral drift is and why it poses critical risks to enterprise AI deployments in the agentic era.
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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 25, 2026The Three Conversations That Happen Before an AI Governance Platform Gets Bought
AI governance deals rarely start with one buyer. Learn how the security, compliance, and technology conversations each define what governance means — and why aligning all three is what separates deals that close from ones that stall.
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AIJune 25, 2026Enterprise AI Risk Assessment: A 7-Step Framework for 2026
Learn how to conduct an enterprise AI risk assessment in 7 actionable steps—from shadow AI discovery to continuous monitoring.
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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 23, 2026The 7 Biggest Agentic AI Risks Every CISO Needs to Understand
Discover the 7 critical agentic AI risks CISOs face in 2026—from shadow agents to irreversible actions—and how to govern them.
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AIJune 22, 2026Airia Named as a Visionary in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms
Airia named a Visionary in Gartner's 2026 Magic Quadrant for AI Governance Platforms, ranking 1st in AI Security Use Case evaluation.
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AIJune 18, 2026Airia Named Winner For Two Categories In The Cybersecurity Excellence Awards
Airia wins two 2026 Cybersecurity Excellence Awards for AI Governance and AI Model Security, validating its leadership in enterprise AI.
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AIJune 16, 2026Airia Named Winner of AI Governance Platform Award in 2026 Cybersecurity Stars Awards
Airia wins AI Governance Platform award in 2026 Cybersecurity Stars Awards for its unified enterprise AI security and governance platform.
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AIJune 16, 2026The CISO’s Responsibility in Enterprise AI Governance
CISOs must lead enterprise AI governance. Learn how to secure agentic AI, manage shadow AI, and enforce real-time policy controls.
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AIJune 15, 2026AI Governance Statistics: The Data Behind the Urgency
Discover the statistics driving AI governance urgency—from shadow AI gaps to regulatory timelines shaping enterprise strategy.
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AIJune 12, 2026Airia Wins 2026 Cybersecurity Stars Award for Most Innovative AI Governance Platform
Airia wins the 2026 Cybersecurity Stars Award for Most Innovative AI Governance Platform, recognized for unifying AI security, orchestration, and governance.
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AIJune 12, 2026Shadow AI Statistics: Key Data Points Every CISO Needs in 2026
Shadow AI is already inside your enterprise. This post breaks down the most critical statistics every CISO needs in 2026 — adoption rates, data leakage, financial costs, agentic AI risk, and regulatory exposure.
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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 11, 2026How to Detect Shadow AI in Your Organization: A Step-by-Step Guide
Learn the 6-step process to discover and inventory every AI tool running across your enterprise—before ungoverned AI becomes a risk.
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AIJune 11, 2026Third-Party Meeting Tools Are an Enterprise Security Liability. Airia Offers a Governed Alternative.
Airia Meetings delivers governed meeting intelligence—keeping sensitive data secure, compliant, and inside your enterprise perimeter.
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AIJune 9, 2026Shadow AI. Agent sprawl. Bill shock. Gartner® profiles Airia as a Tech Innovator in AI Agent Management Platforms.
Airia is named a Gartner Tech Innovator in AI Agent Management—see how we help enterprises govern, secure, and control AI at scale.
Read more![How Many AI Tools Is the Average Enterprise Running? [2026 Data]](/images/wp-content/uploads/2026/06/How-Many-AI-Tools-Is-the-Average-Enterprise-Running-2026-Data.png)
UncategorizedJune 9, 2026How Many AI Tools Is the Average Enterprise Running? [2026 Data]
The answer is higher than most CISOs think — and the gap between what IT knows about and what is actually running is wider than ever. Enterprise AI adoption has moved from deliberate strategic deployment to a fast-moving, decentralized free-for-all. Employees, departments, and development teams are independently sourcing, trialing, and embedding AI tools into their
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AIJune 9, 2026Airia Named a Tech Innovator in the Gartner® Emerging Tech: Tech Innovators in AI Agent Management Platforms
Airia named a Gartner Tech Innovator in AI Agent Management—recognized for governance, security, and control of enterprise AI.
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AIJune 1, 2026AI Guardrails: What They Are, How They Work, and Why Runtime Enforcement Matters
AI guardrails prevent harmful, non-compliant, and unsafe model outputs — but only if they're enforced at runtime. Learn what guardrails are, how they work, and why deployment-time controls aren't enough.
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AIMay 30, 2026How Shadow AI Becomes Technical Debt
Shadow AI isn't just a security risk—it compounds into technical debt that's harder to unwind than traditional IT sprawl.
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AIMay 30, 2026Shadow AI Discovery: What You Can Detect Automatically and What You Still Need Humans For
Discover what automated tools can and cannot detect in shadow AI discovery—and why human judgment remains essential for complete visibility.
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AIMay 30, 2026The Three Places Shadow AI Hides That Most Discovery Tools Miss
Discover three shadow AI blind spots most tools miss: local agents, embedded AI features, and third-party systems.
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AIMay 30, 2026What Shadow AI Actually Looks Like in Enterprise Environments
Shadow AI takes five distinct forms in enterprises. Most security teams only see one or two. Learn what you're missing.
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AIMay 30, 2026Why Voluntary Gateway Routing Is Not a Shadow AI Strategy
Voluntary AI gateways only see compliant users. Learn why active discovery is essential for real shadow AI visibility.
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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 28, 2026Airia Wins Globee® Award for Best Data Management and Governance Platform
Airia wins the 2026 Globee Award for Pioneers in Best Data Management and Governance Platform, for security and data governance innovation.
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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 25, 2026What is an AI Gateway – and Why It’s Not Enough On It’s Own
AI gateways are essential but incomplete. Learn why enterprise AI security requires more than traffic routing — and what a complete security stack looks like.
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AIMay 23, 2026What Guardrails Can and Cannot Do: Setting Realistic Expectations for Enterprise AI Safety
Learn what AI guardrails can reliably do, where they fall short, and how to build realistic enterprise AI safety architecture.
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AIMay 23, 2026What Multi-Agent Systems Mean for Enterprise Security: The Governance Problem Nobody Has Solved
Multi-agent AI creates security gaps most enterprises haven't addressed. Learn about trust inheritance and governance.
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AIMay 23, 2026Prompt Injection and Enterprise AI: The Attack Surface Most Security Teams Aren’t Monitoring
Prompt injection is an active attack vector in enterprise AI systems. Learn why traditional security tools miss it and how to detect it.
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AIMay 20, 2026The 7 Ways Shadow AI Enters Your Organization (And How to Detect Each One)
Shadow AI enters your enterprise through 7 simultaneous vectors — from browser tools to developer APIs. Learn the three detection methods needed to surface them all.
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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 18, 2026EU AI Act Part 2 – The Classification Audit: A Decision Framework for Article 6
Airia is the enterprise AI platform that unifies orchestration, security, and governance — empowering teams to deploy intelligent workflows safely at scale.
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AIMay 18, 2026Claude Code Security in the Enterprise: Why Browser Controls Aren’t Enough
Claude Code gives AI direct access to developer terminals, bash commands, and codebases. If your security team isn’t governing it, nobody is. Here’s what enterprise AI governance for Claude Code actually looks like.
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AIMay 18, 2026Shadow AI Is Already Inside Your Enterprise. The Question Is How Much.
Enterprises can't treat Claude as a single threat surface. Web, native apps, Claude Code, and Co-work each require different controls. Here's how to build a governance framework that covers all four — and scales as Claude evolves.
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AIMay 17, 2026EU AI Act Part 1 – You Might Already Be Classified as High-Risk and Not Know It
Airia is the enterprise AI platform that unifies orchestration, security, and governance — empowering teams to deploy intelligent workflows safely at scale.
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AIMay 14, 2026How Enterprises Are Securing Agentic Workflows End to End
Learn how leading enterprises secure agentic workflows from prompt to action. Explore enterprise AI security solutions that protect every stage of agent execution.
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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, 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 8, 2026The CISO’s Guide to Approving Claude for Enterprise Use
CISOs face mounting pressure to greenlight AI tools like Claude while managing security, compliance, and data exposure risk. Here's a practical framework for doing it right
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AIMay 8, 2026Model-Agnostic AI Security: Why Locking Into One Model’s Safety Features Is a Risk
Relying on a single AI model's built-in safety features isn't a security strategy — it's a gamble. Here's why model-agnostic governance is the only defensible approach for enterprise AI.
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AIMay 8, 2026The Difference Between AI Security, AI Governance, and AI Compliance
An AI risk framework helps enterprises identify, assess, and manage AI-related risks. Learn what it includes and how to implement one effectively.
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AIMay 8, 2026How to Give Claude the Right Guardrails So Your Enterprise Can Move Fast
Most enterprises focus on obvious AI risks and miss hidden dimensions. Learn the 4 AI risk areas CIOs need to address for comprehensive governance.
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AIMay 6, 2026The Claude Security Checklist Every Enterprise Needs
Assess your enterprise Claude security posture with this 25-point checklist covering shadow AI discovery, DLP, governance, audit readiness, and continuous red teaming.
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AIMay 6, 2026Airia Wins Gold Globee® Award for Best Agentic Workflow Orchestration Platform
Airia wins Gold Globee® Awards for Artificial Intelligence for delivering enterprise AI security, orchestration, and governance.
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AIMay 5, 2026AI Security Posture Management: What It Is and Why Enterprises Need It
AI security posture management helps enterprises discover shadow AI and enforce security across all AI systems. Learn what it is and why you need it.
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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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AIMay 1, 2026AI Sprawl Is Getting Worse. How Enterprises Can Regain Control
AI sprawl is creating governance gaps, security risks, and cost overruns across enterprises. Learn how to identify, measure, and regain control of ungoverned AI.
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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 24, 2026What is AI Orchestration? A Plain English Guide for Enterprise Leaders
Learn what AI orchestration is, why enterprises need it, and how it enables teams to deploy AI agents faster without sacrificing security or control.
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AIApril 22, 2026What is an AI Governance Platform (and Does Your Enterprise Need One?)
Learn what AI orchestration is, why enterprises need it, and how it enables teams to deploy AI agents faster without sacrificing security or control.
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AIApril 21, 2026Airia Named on Shortlist for Best Use of AI in a Cloud Security Solution in The 2026 Security Awards
Airia was shortlisted for Best Use of AI in a Cloud Security Solution in the 2026 Security Awards for excellence in enterprise AI security.
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AIApril 20, 2026Shadow AI vs. Sanctioned AI: What’s the Real Difference
Human in the loop isn't optional for enterprise AI. Learn how strong HITL controls turn regulatory mandates into defensible oversight frameworks.
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AIApril 19, 2026What Is Prompt Injection? Enterprise Security Guide for the Agentic Era
Learn what prompt injection is, how it threatens enterprise AI, and the security controls needed to protect agentic systems.
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AIApril 17, 2026Five Questions to Benchmark Your Enterprise AI Management Posture
Benchmark your enterprise AI governance assessment with 5 diagnostic questions to uncover gaps in AI management posture and shadow AI risk.
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AIApril 16, 2026Airia Named Top Platform for Legal AI in Theorem’s Best Legal Tech Spring 2026 Awards
Airia named Top LegalTech Provider in Theorem's Spring 2026 Awards for enterprise AI security, orchestration, and governance capabilities.
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