Insights
Evidence-led insights for safer healthcare innovation
Practical, clinically-reviewed writing across clinical AI, NHS adoption, education and digital health. New articles are published regularly.
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Recently published
DCB0129 vs DCB0160: the difference explained →
The two NHS clinical safety standards — who each applies to and how they work together.
NHS AdoptionWhat is the NHS DTAC? →
The five DTAC assessment areas every digital-health buyer checks.
Clinical AI & AssuranceDPIA for AI in healthcare: when you need one →
Why most health AI needs a DPIA, and what it must cover.
Medical EducationUKMLA vs PLAB: what IMGs need to know →
How the GMC assessments relate, and how to prepare for both.
Clinical AI & AssuranceWhat is a clinical safety case? →
The structured argument that a health IT system is acceptably safe — and what it contains.
Clinical AI & AssuranceIs my software a medical device? (SaMD) →
Why intended purpose decides whether your health software is regulated.
Medical EducationOSCE stations: a preparation guide →
Station types, how they’re marked, and a method that works.
NHS AdoptionWhat is the DSP Toolkit? →
The annual NHS data-security self-assessment, explained.
Digital Health & DataFHIR vs HL7 v2: what’s the difference? →
The modern web-API standard vs the established messaging standard.
NHS AdoptionHow the NHS buys digital health →
The assurance evidence and what actually slows deals down.
Clinical AdvisoryClinical audit vs quality improvement →
Two methods, when to use each, and how they combine.
Digital Health & DataWhat is real-world evidence (RWE)? →
Evidence from routine care — beyond clinical trials.
Medical EducationThe IMG route to the NHS: a roadmap →
Exams, GMC registration, applications and settling in.
Topic clusters
Explore by theme
Clinical AI & Assurance →
DCB0129 vs DCB0160, DTAC explained, DPIAs for AI, SaMD classification, evaluating health AI.
NHS Adoption & Procurement →
Buyer readiness, assurance evidence, pilots and routes to market.
Medical Education & Exams →
UKMLA, PLAB, OSCE and membership exam preparation and study strategy.
Digital Health & Data →
FHIR/HL7 interoperability, dashboards, real-world evidence.
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