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AI Security Assessment & Governance Insights

Practical perspectives on AI security, sensitive-data risk, governance, vendor diligence, and the evidence different industries need.

CybersecurityRisk Assessment

Cybersecurity Risk Reviews That Lead to Action

An independent cybersecurity risk review should help you decide what to fix, what needs more investigation and who has authority to accept the remaining risk.

October 5, 20264 min read

AI SecurityRisk AssessmentAI Governance

What Evidence Should You Prepare for an AI Security Assessment?

An evidence checklist for AI security assessment: inventory systems, trace sensitive data, document agent authority, testing, monitoring, and limitations.

September 23, 20265 min read

AI SecurityModel GovernanceAgent Architecture

AI Model Review: Why One Model Cannot Audit Itself

A reviewer model rejected 65% of another model's proposals and found a systematic bias in them. What that means for AI systems grading their own output.

August 31, 20268 min read

HealthcareHIPAAVendor Risk

Does Your BAA Cover Your AI Vendors?

A Business Associate Agreement written for a SaaS vendor may not address how an AI vendor uses prompts and training data. Where the gap is, in HIPAA's own terms.

June 28, 20264 min read

HealthcareHIPAAAI Risk Assessment

HIPAA AI Risk Analysis: What the Security Rule Requires

When AI tools touch ePHI, HIPAA's Security Rule still requires a risk analysis. What the regulation actually says, and where AI changes the picture.

June 28, 20264 min read

HealthcareNIST AI RMFHIPAA

NIST AI RMF in Healthcare: A Practical Map to HIPAA

The NIST AI Risk Management Framework and HIPAA aren't competing checklists. How the AI RMF's four functions support a defensible HIPAA risk analysis.

June 28, 20263 min read

EU AI ActComplianceAI GovernanceImplementation

EU AI Act Compliance in 90 Days: A Practitioner's Playbook

Article 6 enforces 2 August 2026. A week-by-week playbook for moving a high-risk AI system from inventory to conformity-assessment ready, without enterprise GRC software.

May 31, 202614 min read

AI GovernanceRisk ManagementVendor RiskData Protection

When Your Employer Uses Your Work to Train AI: What Every Organization Should Consider

Meta installed software on US employees' computers to capture workflows for AI training. The security, privacy, and governance implications every organization should consider.

April 27, 20269 min read

Security AssessmentAI SecurityRisk Management

Why Traditional Security Assessments Miss AI Risks

Penetration tests and vulnerability scans weren't designed for AI. Here is what they miss and why AI-specific security assessments are essential.

March 26, 202611 min read

ComplianceAI GovernanceRisk Management

Colorado AI Act: Compliance Guide for Mid-Market

The Colorado AI Act takes effect June 2026. What mid-market companies need to know about compliance requirements, timelines, and next steps.

March 1, 20269 min read

AI SecurityRisk AssessmentAI Governance

AI Security Assessment: What It Involves and Costs

What an independent AI security assessment covers, the evidence and deliverables it produces, when organizations use one, and how Ayliea prices engagements.

February 1, 20265 min read

ComplianceEU AI ActAI Governance

The EU AI Act: What Your Business Needs to Know in 2026

The EU AI Act is the first comprehensive AI regulation and it applies to more businesses than you think. A practical breakdown of what it requires.

January 1, 20268 min read

Incident ResponseRisk ManagementAI Security

AI Incident Response: Preparing for When Things Go Wrong

Traditional IR plans weren't built for AI systems. Here's what an AI-aware incident response plan looks like and why you need one now.

December 1, 20257 min read

HealthcareHIPAACompliance

AI in Healthcare: Navigating HIPAA Compliance with AI Tools

AI in healthcare is accelerating, but most organizations skip the HIPAA implications. What you need to know before your next AI deployment.

November 1, 20257 min read

Vendor RiskSupply Chain SecurityAI Governance

Evaluating Third-Party AI Vendors: A Security-First Approach

Adopting an AI vendor without a security evaluation is a supply chain risk. Here is what to ask and what your contracts need.

October 1, 20257 min read

Data ProtectionAI GovernanceCompliance

How to Map Data Flows in Your AI Systems

Data flow mapping is the foundational step most organizations skip when securing AI systems. Here is why it matters and how to do it right.

September 1, 20256 min read

AI PolicyAI GovernanceRisk Management

AI Acceptable Use Policies That Employees Actually Follow

Most AI acceptable use policies fail because they read like legal disclaimers. Here is how to write one that is clear, practical, and worth following.

August 1, 20256 min read

ComplianceFrameworksAI Governance

Understanding AI Security Frameworks: A Non-Technical Guide

Security frameworks are structured ways to evaluate risk. Learn what NIST, CIS, and ISO mean for your AI security program in plain language.

June 1, 20256 min read

Executive LeadershipAI SecurityRisk Assessment

5 Questions Every CEO Should Ask About AI Security

Most executives lack visibility into AI risks. These five questions will help you assess your organization's AI security readiness.

May 1, 20255 min read

Shadow AIRisk ManagementAI Governance

What Is Shadow AI and Why It Matters for Your Business

Shadow AI is the fastest-growing security blind spot in business. Learn what it is, why employees use it, and how to bring it under control.

April 1, 20255 min read

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