Insights and playbooks.

Practical notes on AI implementation, use cases, adoption, and operating change.

Useful writing should make implementation clearer,
not make AI sound more complicated.

Latest Thinking

Useful ideas for practical implementation.

Operating Model

What makes an ERP AI-first instead of just AI-enabled?

A practical framework for building AI-first ERP and operations systems around workflows, exceptions, predictions, and adoption.

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AI Adoption

Why AI pilots fail after the demo, and how to make them operational

A practical guide for turning promising AI demos into governed workflows, measurable adoption, and production systems.

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Playbook

Voice AI for appointments, enquiries, and follow-ups: where it works and where it fails

A practical implementation guide for voice AI in healthcare, education, hospitality, and service-led businesses.

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