
The Consultation Is the Data
Why clinic software often captures the easy fields and misses what matters in a consultation, and how to design healthcare systems that respect clinical work.
Insights category
AI in healthcare, clinical knowledge systems and digital workflows, with human judgement kept at the centre.


Why clinic software often captures the easy fields and misses what matters in a consultation, and how to design healthcare systems that respect clinical work.

A practical checklist for evaluating AI tools in healthcare: purpose, evidence, human oversight, privacy, bias, workflow fit, accountability and monitoring.
5 min read
What clinic software tends to miss, seen first by an engineer building it and later by a medical student using it
What the essay covers:
5 min read
Twelve questions for clinicians, practice owners and technologists before an AI tool reaches patients
What the essay covers:
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About this theme
Technology and healthcare meet in records, workflows, knowledge and AI. These essays explore how that meeting can support clinicians without replacing judgement.
For the full context, read the Convergence page, or browse all insights.