Should your business use an AI agent or a fixed automation?
A decision framework for choosing the simplest reliable pattern for a real operational workflow.
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( 8 articles )
AI and automation
AI agents and workflow automation with clear boundaries, measurement, and human control.
How to introduce AI automation without losing control
A controlled rollout plan for AI automation with permissions, validation, human review, evaluation, monitoring, and escalation.
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What does a production-ready AI agent need?
The practical architecture behind tool use, retrieval, structured outputs, cost controls, evaluation, and safe rollout.
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How to measure whether AI automation is working
Measure quality, exceptions, review effort, cost, time saved, adoption, and downstream results instead of demo quality.
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Which business tasks should you automate first?
Score each repetitive task on volume, rules, reversibility and data before automating anything. A practical way to choose the first one, with examples.
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Automating WhatsApp enquiries for a business in Ghana: what is possible
What the free WhatsApp Business app does on its own, when you need the WhatsApp Business Platform, the 24 hour rule, and what to automate first.
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What does manual admin cost your business? A worked example
How to put a number on repetitive admin before automating it: hours, loaded cost, the work a person still does, build and running cost, and payback.
6 min readRead the article
What data does an AI automation need, and who can see it?
Data minimisation, model provider terms, retention and the law in Ghana and the UK: what to settle before sending customer data to an AI model.
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