Independent reviews for healthcare-AI products
Practical clinical-safety and content reviews for healthcare-AI startups, digital-health teams, and pediatric product builders.
Latest reviews
Preparing Your Healthcare-AI Prototype for an Independent Clinical Review
Preparing Your Healthcare-AI Prototype for an Independent Clinical Review An independent clinical review is one of the most valuable things a healthcare-AI founder can commission before launch — but only if the prototype is prepared for it. Reviewers work with what you give them: the clearer your intended use, your content sources and your known…
What a Medical Reviewer Notices During the First Ten Minutes of Testing
What a Medical Reviewer Notices During the First Ten Minutes of Testing First impressions are clinical data. When a medical reviewer opens a health-tech product for the first time, the first ten minutes reveal most of what matters: how the product positions itself, how it handles uncertainty, and whether safety was designed in or bolted…
How to Evaluate AI-Generated Patient Instructions
How to Evaluate AI-Generated Patient Instructions AI models can draft patient instructions in seconds: how to take a medicine, how to prepare for a procedure, what to do after discharge. The drafts read well, which is exactly the problem — fluent text is easy to approve without reading closely, and patient instructions are one of…
Seven Pediatric Risks Adult-Focused Digital-Health Teams Commonly Miss
Seven Pediatric Risks Adult-Focused Digital-Health Teams Commonly Miss Most digital-health products are designed for adults first. When the same product is used for children — or by the parents and carers acting for them — assumptions that were harmless in an adult context quietly become safety risks. Teams that have never built for paediatrics rarely…
Ten Clinical-Safety Checks Before Launching a Healthcare Chatbot
Ten Clinical-Safety Checks Before Launching a Healthcare Chatbot A healthcare chatbot can answer appointment questions, support pre-visit preparation and share patient education at any hour. It can also produce confident, well-written advice that is wrong — and patients will act on it as if a clinician said it. The difference between a useful tool and…
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Clinical AI Safety
Independent safety checks and risk reviews for clinical chatbots and AI features.
Pediatric Digital Health
Guidance for teams building digital-health products used with children and families.
Medical Content & Communication
Reviews of patient-facing content, instructions and health-literacy quality.
Health-Tech Product Reviews
Hands-on testing notes on health-tech products from a medical reviewer’s perspective.
Founder Guides
Practical guides for healthcare-AI founders preparing products for independent review.