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Author

Aaron

Enterprise Sales Lead

Aaron leads enterprise sales at Aona AI, working with CISOs, CIOs, and security leaders to help organisations take control of their AI footprint. He brings deep expertise in enterprise security, risk management, and AI governance.

11 articles by Aaron

What is AI Hallucination? Enterprise Risks and How to Prevent Them

March 26, 2026

What is AI Hallucination? Enterprise Risks and How to Prevent Them

AI hallucination is when AI systems generate false information confidently. Learn the enterprise risks, real-world examples, and how to prevent AI hallucinations.

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How Agentic AI Bypasses Traditional DLP Tools

March 23, 2026

How Agentic AI Bypasses Traditional DLP Tools

Why your DLP solution can't stop agentic AI data leaks: the technical gaps around API calls, context windows, and semantic exfiltration—plus what to do instead.

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AI Agent Governance: Building a Policy Framework from Scratch

March 23, 2026

AI Agent Governance: Building a Policy Framework from Scratch

A practical step-by-step framework for AI agent governance: inventory, classify, approve, and monitor. Built for GRC teams and CISOs starting from zero.

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AI Privacy Risk: How Generative AI Exposes Personal Data and How to Stop It

March 19, 2026

AI Privacy Risk: How Generative AI Exposes Personal Data and How to Stop It

How generative AI tools create privacy risk under GDPR, the Australian Privacy Act and other frameworks - and practical steps to manage your organisation's AI data exposure.

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AI System Inventory: The EU AI Act Requirement Every Organisation Needs to Meet

March 19, 2026

AI System Inventory: The EU AI Act Requirement Every Organisation Needs to Meet

Learn what an AI system inventory is, why it's required under the EU AI Act and Australian privacy law, and how to build one that actually captures shadow AI usage.

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ChatGPT Enterprise Security Guide 2026: Risks, Controls & Compliance

February 27, 2026

ChatGPT Enterprise Security Guide 2026: Risks, Controls & Compliance

ChatGPT in the enterprise creates real data privacy and compliance risks. This guide covers access controls, data classification, DLP integration, and what your AI policy must include before you roll it out.

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10 Signs Your Organisation Has a Shadow AI Problem

February 23, 2026

10 Signs Your Organisation Has a Shadow AI Problem

Spot the warning signs of Shadow AI in your organisation. 10 red flags that indicate unauthorised AI usage and how to regain control.

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ROI of AI Governance

February 21, 2026

ROI of AI Governance

Learn how to measure and maximize the ROI of AI governance. Discover the business case for investing in AI oversight and compliance.

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AI Risk Assessment Guide

February 20, 2026

AI Risk Assessment Guide

A practical guide to AI risk assessment for enterprises. Learn how to identify, evaluate, and mitigate risks across your AI deployments.

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When AI fights dirty: what PromptSpy means for every organisation running AI tools

February 20, 2026

When AI fights dirty: what PromptSpy means for every organisation running AI tools

PromptSpy is the first malware to weaponise a commercial LLM. Here's what it means for enterprise AI security and why Shadow AI visibility is now critical.

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World Data Privacy Day: Navigating AI Challenges

January 30, 2024

World Data Privacy Day: Navigating AI Challenges

On World Data Privacy Day, explore how observability, monitoring, and proactive strategies can prevent AI data leaks.

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