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Insights & Case Studies

No theory. No hype. Just what’s actually working in mid-market AI adoption and what isn’t.

Every article is grounded in real operator experience: the workflows that delivered ROI, the projects that stalled, and the lessons that only come from doing the work.

We interview the leaders who are shipping AI in their businesses and dissect their results so you can learn from their wins and avoid their mistakes.

The Support Mirage

The Support Mirage

Why AI systems fail when they trust user labels A mid-market construction firm with £79m turnover and 297...

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Why Your Agents Keep Losing Context (And How to Fix It)

Why Your Agents Keep Losing Context (And How to Fix It)

A mid-market marketing agency built a single agent to research target companies for outbound campaigns. On its...

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The Roleplay Dojo – How to Stop Practising on Your Best Leads

The Roleplay Dojo – How to Stop Practising on Your Best Leads

A Deal You Only Get One Shot At A UK logistics firm lost a £50,000 ARR deal after a polite but unsuccessful...

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The Brand Constitution: How to Automate Brand Governance

The Brand Constitution: How to Automate Brand Governance

The Hidden Editing Tax A mid-market brand used an agent to generate 500 product descriptions, finishing the...

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The Churn Hunter – Spotting Customers Who Are Leaving Before They Ghost

The Churn Hunter – Spotting Customers Who Are Leaving Before They Ghost

A Christmas Surprise During a December retention review, a mid-market IT provider found a problem hiding in...

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Why Your Agent Costs More Than You Think (And How to Fix It)

Why Your Agent Costs More Than You Think (And How to Fix It)

A 500 employee SaaS company built an agent to handle refund requests and in the demo, it looked great checking...

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Walk Into Every Sales Call Knowing the Prospect

Walk Into Every Sales Call Knowing the Prospect

As few as two or three of these sources per account gave a clearer picture of what each business was trying to...

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