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Case Study: Preventing Over-Automation by Simplifying the Workflow First
Case Study Writing showing how workflow simplification prevented over-automation, reduced maintenance time, and improved system reliability by removing unnecessary steps before adding more tools.

Katina Ndlovu
2 days ago


Case Study: Using AI as a Support Layer Without Replacing Human Judgement
Case Study Writing that explains how AI was used as a controlled support layer to reduce drafting time and cognitive load, while keeping human judgement and review at the centre.

Katina Ndlovu
2 days ago
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