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Articles

Thought leadership, guides, and decision frameworks for businesses.

Challenges of Consuming AI from a 3rd Party

Why businesses struggle when they use cloud AI, and what to do about it.

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How to Work Out ROI with AI

A framework to calculate whether AI investment pays for itself. Formula, inputs, common mistakes, and a quick calculator.

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Self Hosted GPU Comparisons

Cost per token for running LLMs locally. Compare RTX 4090, 5090, 5080, and 20+ GPUs.

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Using AI to Link Disparate Systems

How AI connects CRM, ticketing, knowledge bases, and sales tools. Natural language as the glue.

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Off-the-Shelf vs Bespoke

When to buy SaaS, Copilot, or HubSpot AI, and when to build or tailor. A decision framework.

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Do I Really Need AI?

Honest questions to ask before adopting AI. Sometimes the answer is no. Or not yet.

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The AI Redundancy Fallacy

Why workforce cuts sold as cost optimisation don't add up. SMEs are the skeleton—AI should give them room to breathe.

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