Read this panel
Here are my latest results with reference ranges. Explain each marker in plain English, flag anything outside range, and note which markers move together. Do not give medical advice — only explain what the numbers mean.
AI for blood test interpretation
Lab reports are the densest health data you'll ever own. AI is how you finally read them.
What we’re actually working with
Blood panels (CBC, CMP, lipids, thyroid, hormones, inflammation, vitamins) are precise, comparable, and brutally underused outside the appointment.
Why doing this without a method fails
Your doctor sees the report once. You own it for life. Most people never re-read their own labs across years.
The 3-Layer treatment
How the method handles blood tests
Layer 01
Research
Get a clear, sourced explainer on each marker on your panel — what it actually measures, which ranges are population vs optimal, and where the controversies are.
Layer 02
Ledger
Build a multi-year personal lab ledger. Plot every marker over time and annotate life events (training, diet shifts, supplements, illness).
Layer 03
Protocol
When you change one variable (e.g. start vitamin D), retest at the right interval and let AI compare cleanly.
Three prompts you can use today
Paste any of these into the AI chat tool you already use. No setup.
Year-over-year compare
I'm pasting 5 years of fasting glucose, HbA1c, ALT, ferritin, and HDL. Show the trends, note any drift, and flag what I should bring to my GP.
Pre-appointment brief
Help me prepare a 1-page brief for my GP: my last 3 blood panels, current symptoms, current supplements. Frame the questions I should ask.
Common questions
Will AI replace my doctor?+
No. The whole point is to bring a better-organised history to your doctor — not bypass them.
Is it safe to paste my labs into AI?+
Treat them like any sensitive data — private session, no name attached. The course walks through privacy hygiene.
Which AI is best for labs?+
Long-context, sourced-search models are strongest. The 3-Layer course shows exactly which to use for which job.
More on blood tests
Everything we’ve published that touches this topic — refreshed automatically as new entries ship.
From the blog
The dual-lab interpretation pyramid
Stop choosing between conventional and functional medicine ranges. Read your labs through three lenses in order: clinical, functional, personal. The pyramid that prevents both panic and complacency.
What ChatGPT is good and bad at for mental health support — an honest framework.
An honest framework for using ChatGPT for mental health support: what it is genuinely good at, where it is dangerous, and a four-line script to keep a thread safe. Not therapy. Not nothing.
Three free chat tools, three different jobs
Perplexity for research, Gemini for ledger, ChatGPT for protocol. Why we picked these three, what each is uniquely good at, and what to swap if any of them changes.
The AI won't replace you. But it will expose you.
AI isn't replacing practitioners. Practitioners who use AI are replacing the ones who don't. A field-tested playbook for the AI-informed clinic.
Case studies
The reader who deleted the fifth nutrition app and kept the noticing
A busy parent stopped re-downloading food trackers, swapped them for a one-page ledger and a Sunday read with a free chat tool — and finally saw the pattern the apps had been hiding for two years.
The individual who replaced three subscriptions with one scheduled prompt
A reader cancelled a habit tracker, a meal planner, and a weekly review app after a single Monday-morning scheduled prompt quietly did all three jobs.
A New Pace for Clinic Literature Reviews
A practitioner shifted from reactive searches to proactive, synthesised insights for client work.
The platform that became its own case study
How we built a recommendation engine that learns what each visitor needs — and why we published the playbook.
New Clarity for a Nutritionist’s Toughest Cases
A nutritionist improved client outcomes by integrating a reasoning chat tool into her research workflow.
The clinic that stopped cold-pitching and let the system do it
A small integrative clinic was sending the same five outreach emails by hand every Friday — to podcasts, journalists, and adjacent practitioners. Replies were rare and inconsistent. They rebuilt the workflow as a single back-office board: opportunities go in, drafted pitches and contact details come out, and a hourly job nudges anything that goes quiet.
Related topics
AI for Sleep
Use general-purpose AI to read your sleep tracker data, find what actually moves your sleep score, and design simple experiments. Free method, EU-built.
AI for HRV
Stop staring at a single number. Use AI to read your HRV trend, separate signal from noise, and learn what your nervous system is actually telling you.
AI for Glucose
Continuous glucose monitors generate huge data. AI helps you find your own patterns instead of trusting one-size-fits-all app advice.
AI for Blood pressure
A daily home blood pressure log is more useful than a single clinic reading. AI helps you see the real trend.
Start with 10 free days.
The free 10-day email challenge teaches the same method on whatever data you already collect. No credit card.