ANDREW’S INTEL Positioned before the hype
Independent AI intelligence for business decision-makers

Understand what AI changes before it becomes commercially obvious

Andrew’s Intel finds early signals, tests the claims and explains what they mean for organisations, budgets and management.

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A clear amber signal crosses a charcoal panel among fragmented grey marks. Start here
Latest analysis

The three most recent articles

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A small amber segment completes a large layered charcoal ring, showing how current AI fluency and accumulated organisational judgement work together.
Work, skills & organisation

The experience discount

Age is a poor substitute for assessing AI fluency, operational judgement and access to practice.

Research to commercial meaning · Workforce planning · AI readiness
Two retained records remain in a dark archive frame while a matching record appears in a separate new frame, showing that transfer and retention are different questions.
Market, economics & procurement

When your AI supplier fails, what happens to your conversations?

Replacing an AI service may restore the workflow without settling what happens to retained conversations.

Research to commercial meaning · AI procurement · Supplier risk
A regular row of short amber workload marks occupies only a small section of a long matte charcoal capacity slab, leaving the remainder idle.
Market, economics & procurement

When a predictable AI workload belongs on your own hardware

Predictable AI demand can make local capacity worth testing, but only a complete service comparison can justify owning it.

Research to commercial meaning · AI procurement · Operating economics
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