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Practical insights on building AI systems that work.

15 April 2026·5 min read

Why Most Enterprise AI Pilots Die in Month 4

The month-four death has remarkably consistent causes. None of them are technical. Four organisational failure modes that kill AI pilots.

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27 February 2026·6 min read

How Anglo American Cut Fleet Downtime 40% with Predictive Maintenance

Case study: 100+ vehicles, 2 years, 40% downtime reduction. What we built, why it worked, and the patterns worth stealing.

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9 January 2026·6 min read

The Anatomy of a 6-Week Enterprise AI Project

There is a specific shape that enterprise AI projects take when they actually ship. Here's the week-by-week breakdown.

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24 October 2025·7 min read

Buy vs Build vs Fractional: A Decision Framework for Enterprise AI

The question is almost never framed correctly. A framework for deciding how to stand up AI capability — honest about where each option breaks.

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19 August 2025·6 min read

AI Automation for Enterprise: What Actually Works in 2026

Most enterprise AI projects fail. Here's what separates the ones that ship from the ones that stall — based on what we've seen across 6 industries.

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12 June 2025·5 min read

Why More Companies Are Hiring a Fractional Head of AI

You need senior AI leadership but aren't ready for a full-time hire. Here's how the fractional model works and when it makes sense.

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