blog

insights on clinical AI, guideline access, and the future of medicine

3 September 2025

The iatroX value proposition matrix: mapping solutions to clinician pain points (UK/NHS)

A strategic matrix that maps common UK clinician pain points—like clinical uncertainty, exam pressure (MRCGP AKT, MRCP), and CPD time barriers—to specific, evidence-based solutions...

3 September 2025

From textbooks to AI: the evolution of clinical references (UK/NHS)

A guide to the evolution of clinical references for UK clinicians. This article charts the journey from the paper Oxford Handbook of Clinical Medicine and BNF to the web-based era ...

3 September 2025

AI-powered differential diagnosis: a new partner in clinical reasoning (UK/NHS)

Diagnostic errors are a major cause of preventable harm in the NHS. This guide for UK clinicians explores how AI differential diagnosis tools can act as a "second pair of eyes" to ...

3 September 2025

The future of medical knowledge management: from bookmarks to AI-curated, EHR-aware intelligence (UK/NHS focus)

A 2025 guide to the future of medical knowledge management for UK clinicians. This article explores the shift from bookmarks and siloed searches of NICE CKS and the BNF to an integ...

3 September 2025

The science of memory: spaced repetition for medical learning (with iatroX’s adaptive SRS)

An evidence-based guide for UK clinicians on using spaced repetition for medical education. This article explains the science of the forgetting curve and retrieval practice, review...

3 September 2025

Free vs paid question banks: maximising your exam prep (MRCP, MRCGP AKT)

A 2025 guide comparing free vs paid question banks for UK postgraduate medical exams like MRCGP AKT and MRCP. This article reviews the costs and features of paid leaders like Paste...

3 September 2025

Studying smarter with AI: a UK clinician’s guide to AKT/SCA, MRCP/MRCS, PSA & UKMLA — with iatroX, AMBOSS, UWorld, Passmedicine, Pastest, BMJ OnExamination, Quesmed & Geeky Medics

A 2025 buyer’s guide to the best AI-driven revision resources for UK postgraduate medical exams like MRCGP AKT and MRCP. This article provides a detailed comparison of the top plat...

3 September 2025

How to score highly in UK postgraduate exams (2025): a pragmatic playbook with MRCGP AKT and MRCP in focus

A 2025 evidence-based playbook on how to score highly in the UK's MRCGP AKT and MRCP exams. This guide covers exam formats (including PACES23), pass-rate insights, and how to use o...

25 August 2025

NHS workflow platforms that actually scale innovation (2025): Eolas, Induction, DrDoctor, PKB, Nervecentre, Alcidion & Accurx

A 2025 guide for UK NHS leaders on the innovative workflow platforms that scale. This article provides a practical review of the tools transforming care, including Eolas for guidel...

23 August 2025

GP appraisal tools in 2025 (UK): FourteenFish vs Agilio Clarity, what the guidance requires, and how AI can streamline reflective CPD

A 2025 guide to UK GP appraisal tools. This article provides a practical comparison of the market leaders, FourteenFish and Agilio Clarity, explains the new MAG 2022 approach, and ...

23 August 2025

AI tools for UK dentists in 2025: guideline search, radiograph detection, orthodontic remote monitoring, and NHS-ready compliance

A 2025 guide to AI tools for UK dentists. This article provides a practical review of the best platforms for clinical guideline search (iatroX, routing to SDCEP, NICE CKS, BNF), de...

23 August 2025

AI tools for UK pharmacists in 2025: evidence search, medicines decision support, and NHS-ready compliance

A 2025 guide to AI tools for UK pharmacists. This article provides a practical review of the best platforms for evidence search (iatroX, OpenEvidence, ClinicalKey AI), medicines de...