Research-Driven Insights
What Makes an AI Feature Useful in Production and What Makes It a Liability
The difference between AI that earns user trust and AI that erodes it is almost always architectural, not model-related. There is a pattern that has become familiar to anyone building AI-powered produ...
A Practical Guide to Legacy Modernisation for Growing Engineering Teams
How mid-sized companies can approach system modernisation without the budget, timelines, or risk tolerance of a large enterprise programme. If your company has been around for more than five years and...
Build, Buy, or Partner: The CTO Decision Framework That Accounts for Year 3
Build, Buy, or Partner: The CTO Decision Framework That Accounts for Year 3 Build, buy, or partner — why the answer is almost never what the initial analysis suggests, and how to make the decision you...
The Board Approved Your AI Agent. Your Compliance Team Is About to Kill It.
Why governance is not the enemy of agentic AI — and why building it last guarantees failure. There is a conversation happening in boardrooms across every regulated industry right now. It goes somethin...
Your AI Agent Isn't Failing Because of the Model. It's Failing Because Of Your Architecture
A field guide for engineering leaders who are done watching pilots stall at the production gate. Enterprises are not losing the AI race because of a talent problem. They are not losing because of a bu...
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