Journal

AKT failure is often a mismatch between GP reality and exam thresholds, statistics and one-minute pacing — rebuild from the three-domain score report.

Doximity's model shows a flywheel: clinician network → workflow tools → AI usage → data → insight products → partnerships. iatroX can build a UK version around clinical questions, ...

The Doximity-Aledade partnership shows that clinical AI becomes most valuable inside the workflow. iatroX Insights offers UK partners custom clinical AI projects, validation, and r...

HCP surveys capture what clinicians say they do. Clinical-intent data captures what they are trying to understand at the point of uncertainty. That is a fundamentally different and...

DocInsight shows the value of physician behavioural data. In the UK, one of the most valuable equivalents is guideline-friction intelligence: where clinicians repeatedly need help ...

Clinical questions reveal uncertainty, friction, and educational need at the moment of decision. In aggregate, they map where the knowledge infrastructure is failing frontline prof...

Doximity DocInsight signals that clinician platforms are becoming intelligence engines. iatroX Insights applies the same logic to the UK — through guideline-friction analysis, clin...

The consultation used to disappear after it ended. AI tools are turning it into structured data for documentation, patient follow-through, referrals, evidence retrieval, and learni...

Investor interest in AI scribes is expanding — from clinician documentation to patient-side care navigation. Abridge, Suki, Commure, Heidi, and now Kin show different bets on the s...

If patients increasingly leave with AI-generated summaries, clinicians need to become more intentional about verbal safety-netting — because the AI will summarise exactly what it h...

The strongest use case for patient-facing AI scribes may not be young tech-savvy patients — it may be caregivers managing elderly relatives, complex chronic disease, or post-discha...

Kin and Heidi should not be compared as if they are the same product. One is patient-side visit memory. The other is clinician-side documentation. The distinction matters.