The Three Levels of AI Autonomy (and How to Choose the Right One)
AI autonomy isn't a switch, it's a dial. Here are the three levels that exist and how to choose the one your business actually needs.
Hiding is not blocking: why hiding a button does not protect your data
If a user cannot see something, that does not mean they cannot reach it. Three real cases of controls that looked in place and were not.
Who decides an AI agent can go to production?
Most AI agents reach production because someone tested them, they worked, and they stayed. There was no decision — there was drift.
How do you check that an AI agent withstands a manipulation attempt?
If an agent reads email or web pages, anyone can write to it. The usual defence, asking it in its prompt not to comply, is a request, not a control.
A 95% reliable AI agent gets it right 36% of the time
Why AI agent reliability collapses across chained steps, what Gartner says about the 40% of projects being cancelled, and the three decisions that fix it without switching models.
An AI Agent Isn't Configured: It's Onboarded
A prompt describes an AI agent's job, but it doesn't train it. Learn what AI agent onboarding really involves and how to fix issues layer by layer.
What Is an AI-Driven Enterprise (AIDE) and How Can Your SME Become One?
What is an AI-Driven Enterprise (AIDE), the MIT-identified model that puts AI at the core of the business, and how any SME can apply it with a digital team of agents.
AI Agent Security: Why It's About What They Can Do, Not What They Know
AI agent security isn't about what an agent knows, but what it can do. Learn how to design agents that not even a manipulated prompt can put at risk.
Which Processes to Automate in a Small Business: The 5 Back-Office Tasks to Tackle First
Onboarding, HR requests, internal support, document management, and reporting: the 5 back-office processes that benefit fastest from AI automation in a small business.