Insights
Practical AI governance guides, regulatory analysis, and research — for enterprise leaders, businesses, and individuals navigating the AI landscape.
AI Governance for Small Business: Where to Start
You don't need an enterprise compliance team to govern AI responsibly. Five practical steps, a named owner, and a one-page policy, exactly what small businesses need to start governing AI responsibly.
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How to Write an AI Policy for Your Organisation
2026
A practical guide to writing an AI usage policy that employees will actually follow, what to cover, what makes policies fail, and a complete section-by-section structure you can adapt immediately.
What Is AI Governance? A Plain-English Guide
2026
AI governance explained clearly, what it is, why every organisation needs it, and what good governance actually looks like in practice. For businesses of all sizes.
AI in Hiring: The Governance Risks HR Leaders Cannot Ignore
2026
Resume screening, video interview analysis, and psychometric AI tools are transforming recruitment, and creating significant legal exposure. What HR leaders need to know.
Writing an AI Policy for Your Small Business: A Step-by-Step Template
2026
Most AI policy guides are written for enterprises with legal teams. This one is for small business owners who need something practical, defensible, and done in an afternoon.
AI Governance for Startups: Building It Right Before You Scale
2026
Startups assume AI governance is an enterprise problem. It is not. The governance decisions you make in your first 18 months shape your regulatory exposure, your fundraising conversations, and your ability to enter regulated markets.
AI in Customer Service: Chatbots, Disclosure Obligations, and What Can Go Wrong
2026
Chatbots and virtual assistants are now the first point of contact for millions of customers. The governance obligations, and the reputational risks when they fail, are frequently underestimated.
AI in Retail and E-Commerce: Personalisation, Pricing, and the Governance Obligations That Come With Them
2026
Retail AI, recommendation engines, dynamic pricing, demand forecasting, is among the most widely deployed AI in commercial use. The governance obligations are less widely understood.
AI Policy for Australian Small Business: A One-Page Template and What the Law Requires
2026
If you run a small business in Australia and your team uses AI tools, you probably need an AI policy — and you almost certainly need to update your privacy policy. Here's what's required, what's good practice, and a template you can adapt today.
ACCC and AI: What Australian Consumer Protection Law Means for Businesses Using AI
2026
The Australian Competition and Consumer Commission has made clear that Australian Consumer Law applies fully to AI-driven business practices. Misleading AI pricing, dark patterns, and AI-generated false claims are enforcement priorities. Here's what Australian businesses need to know.
Your First 30 Days of AI Governance: A Practical Plan for Australian Organisations
2026
Whether you are starting from scratch or trying to catch up with what the regulators expect, this 30-day plan gives you a structured path to defensible AI governance. Structured around the Australian Government's AI6 framework — six essential practices for responsible AI governance.
AI Governance for Mid-Market Companies: Practical, Proportionate, and Done in 60 Days
2026
You don't have a compliance team, a DPO, or a dedicated AI function. You do have AI tools across your business and growing regulatory exposure. This is the realistic governance programme for companies with $10M-$200M revenue who need to get this right without the enterprise overhead.
AI Governance for Scale-Ups and Series A Companies: What Investors Are Now Asking, and How to Answer
2026
Investors conducting due diligence on Series A and Series B companies are asking AI governance questions that founders are unprepared for. Here's what they're asking, why it matters for your valuation, and how to build the governance posture that answers confidently.
What Is AI Governance? The Complete Guide for Business Leaders
2026
AI governance is the set of policies, structures, processes, and controls that enable organisations to develop and use AI responsibly and accountably. This is the definitive plain-English guide — what it means, why it matters, and what good looks like in practice.
Do I Need AI Governance for My Startup? The Honest Answer
2026
Most startup founders think AI governance is for big companies with compliance teams. It's not. If you use AI in your product or operations — and especially if you're planning to sell to enterprise or raise institutional capital — here's what you actually need.
Can I Train My AI Model on Public Data? The Legal Reality in 2026
2026
Scraping the web and training on public data sounds straightforward. It is not. Copyright law, GDPR, terms of service, and emerging AI-specific law create a complex landscape that has already generated billion-dollar litigation. What founders and ML engineers need to know.
What AI Regulations Apply to My SaaS Product? A Founder's Compliance Map
2026
You've built a SaaS product with AI features. Now you want to sell it in the EU, to enterprise clients, or to regulated industries. What regulations apply, when do they kick in, and what do you actually need to do about them?
Can I Use ChatGPT With Client Data? The Honest Business Owner's Guide
2026
Your team is using ChatGPT to draft client proposals, analyse contracts, and summarise meetings. The efficiency gains are real. So is the legal exposure. Here's what you are actually risking and what to do about it.
AI Vendor Contracts: The Clauses Every Business Must Have (And What Vendors Hope You Miss)
2026
When you buy AI software, the default contract almost always protects the vendor, not you. Here are the specific clauses you need to add before you sign — and the vendor practices that create liability you did not know you were taking on.
AI Startup Legal Requirements in Australia: The Founder's Complete Compliance Guide
2026
Building an AI startup in Australia? Privacy Act, consumer law, anti-discrimination obligations, sector-specific requirements, and the regulatory landscape for AI in 2026. Everything Australian AI founders need to know before launch.
How to Audit Your Company's AI Tools: A Practical Step-by-Step Guide
2026
Most organisations have more AI running in their business than anyone realises. This is the practical guide to conducting an AI tools audit — finding everything, assessing what matters, and fixing what needs fixing. No compliance team required.
How to Write an AI Policy: Template, Structure, and What to Include
2026
Every organisation using AI needs a written AI policy. This is the practical guide — what to include, how to structure it, common mistakes to avoid, and a section-by-section template you can adapt for your organisation.
AI Ethics Policy: What It Is, Why It's Not Enough, and What You Need Alongside It
2026
An AI ethics policy is valuable — but organisations that believe their ethics policy is their AI governance are making a dangerous mistake. What AI ethics policies do well, what they cannot do, and what operational governance must accompany them.
AI Tools for Lawyers: A Compliance Guide for Law Firms and In-House Legal Teams
2026
AI is transforming legal practice — document review, contract analysis, research, drafting. But lawyers using AI tools face professional conduct obligations, confidentiality duties, and accuracy standards that most AI tools do not automatically satisfy. The complete 2026 compliance guide.