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Clinically-Directed AI · Functional Medicine

Test, Don't Guess.

Your tests came back normal. You don't feel normal. There is a gap between what conventional medicine measures and what optimal health actually looks like. We close that gap.

5
Tests, read together
2009
FDN-P since
1988
Working with people since
280+
Articles to read free
Clinical Focus Areas

The same five tests. Different entry points.

Weight loss resistance and adult neurodivergence are two of the most underserved areas in mainstream medicine — and two of the areas where functional testing reveals the most. The TDG system approaches both through the same rigorous five-test methodology. These pages explain how.

Free Clinical Read
Why Generic Advice Fails — Module 01 of the TDG Clinical Manual
The clinical read that explains why everything you've already tried probably hasn't worked. 35–45 minutes. Free.
Read free →
Five Advanced Tests

Run simultaneously. Read together.

The power is in the cross-referencing. Each test reveals what the others can't — and patterns across all five reveal what none could identify alone.

01
Blood Chemistry
Regenerus blood panel read against your lab’s range plus evidence-graded working bands. Calculated ratios and cross-marker patterns.
57–87 markers · chosen for you
02
GI-MAP Stool Analysis
Gut microbiome — pathogens, dysbiosis patterns, gut immune and inflammation markers, digestive sufficiency. Pathogen findings are confirmed through your GP before treatment.
DNA-based · Quantified
03
DUTCH Plus Hormones
Cortisol across the day, DHEA, sex hormones and how oestrogen is metabolised.
Dried urine · Across the day
04
Metabolomix+
Organic acids as indirect markers of energy metabolism, B-vitamin status and microbial by-products, plus amino acids.
Urine · Organic & amino acids
05
HealthBeings IgG food panel (286 foods)
IgG reactions to 286 foods. They mostly reflect what you eat, so we use them only to plan a monitored elimination and reintroduction.
286 foods · IgG · HealthBeings
The Process

Five stages. One clinical investigation.

This is not a consultation followed by a report. It is a structured clinical investigation that reads your biology completely before prescribing anything.

01
Intake — Your Complete Health Story

Your Case File: six core forms covering symptoms, history, lifestyle, stress, nutrition and gut health, with more if your case needs them. Stephen reads every form personally before your first consultation. Nothing automated.

02
Investigation — Five Tests Simultaneously

Test kits posted directly to you. Blood draw coordinated through your nearest clinic. All five tests run in parallel — results typically returned within 2–3 weeks.

03
Analysis — Pattern Recognition Across Systems

Results run through the TDG Clinical Platform, cross-referencing all five tests against your Case File. We look for the results that agree with each other and with your story, and decide what comes first.

04
Protocol — Your Personalised Programme

A structured, periodised clinical programme built entirely from your data. Nutrition matched to your Metabolic Nature. Supplements only where a finding supports them, each with its evidence grade. Lifestyle sequencing. Nothing generic.

05
Progress — Track, Adjust, Re-Assess

Regular check-ins, protocol refinement as you respond, structured re-assessment. The 120-day red blood cell cycle means meaningful change takes time. We track the right markers at the right intervals.

Why Different

Clinically-directed AI vs generic tools

Every health company now says "AI-powered." The distinction that matters is whether the AI is retrieving information from public data or applying one practitioner’s graded clinical positions, with a human behind it.

Capability Generic AI / ChatGPT Detective Health Platform
Reference ranges Published population standards Lab ranges plus working bands, each with its source shown
Cross-test pattern recognition Cannot integrate multiple test types Purpose-built tools that read all five tests together
Biomarker conflict resolution May give contradictory advice Conflict rules written by one practitioner, from nearly forty years working with people
Clinical context Generic, no patient history integration Your Case File (six core forms, more if needed), read personally before any analysis
Protocol sequencing Not available Periodised, shortest-stave-first sequencing
Watch First

How the TDG approach works

Test, Don't Guess — Stephen Duncan The Five-Test Foundation — Blood, Stool, Hormones, Organic Acids, Food Sensitivity
The Book

Test, Don't Guess

Why your tests are normal and you still feel terrible.

The complete framework behind every clinical investigation I run. How five functional tests — blood chemistry, GI-MAP stool analysis, DUTCH Plus hormones, organic acids, and food sensitivity — are read together into a single coherent picture.

Written by a practitioner who has worked with people since 1988 and as an FDN-P since 2009. Not theory — method. The same approach applied to every client who walks through the door.

Paperback — £19.99 on Amazon Digital Edition — £97

Available worldwide · Amazon paperback · Searchable HTML + PDF digital edition

About Stephen Duncan

Working with people since 1988. An FDN-P since 2009.

Stephen Duncan is a Functional Diagnostic Nutrition Practitioner (FDN-P) with a BSc Hons in Developmental Biology, an MSc in Coaching Studies & Applied Physiology (Heriot-Watt University), and nearly forty years of working with people in health and fitness — including competitive boxing, athletics coaching from age 18, testing first since 1994, and an FDN-P since 2009 in Edinburgh.

Six years of university study included three years of psychology — a thread that runs directly through how the TDG methodology is applied: every client is read as an individual, every protocol is sequenced to meet the person where they are, and the clinical process is as much about understanding human biology as it is about understanding the human.

The platform was built because nothing like it existed. The graded clinical positions, working bands and conflict resolution logic were built by Stephen over decades of practice. The AI accelerates interpretation and synthesis. It cannot be replicated by asking ChatGPT the same question.

Stephen co-founded Omnos, an early functional lab data platform. Earlier in his career, he ran Balanced Fitness in Edinburgh, a centre with personal trainers, physiotherapists, osteopaths, chiropractors and massage therapists.

Stephen Duncan
1988
Working with people since
FDN-P
Functional Diagnostic Nutrition Practitioner
BSc · MSc
Developmental Biology · Applied Sport Science
2009
FDN-P since
From a client

“You are and have been for five years the highlight of my week, every week. Your extensive knowledge has enabled me to live a life I couldn’t have anticipated.”

Long-term client · Five years · Shared with permission

Read more client reviews
Common Questions

Everything you need to know

What does the TDG programme cost and what's included? ▼
The TDG programme costs £3,500. It includes all five test kits and laboratory coordination, analysis of the five together, a consultation for each test as its results come in, a written protocol, follow-up consultations at 6 and 12 weeks, and messages between calls, with shorter calls when your case needs them. Instalments are available — ask on the free call.
Do I need to come to Edinburgh? ▼
No. Test kits are posted to you directly. For blood chemistry, we coordinate a draw through your nearest phlebotomy clinic — there is UK-wide coverage, and US clients coordinate through Direct Labs. Consultations are via video call. Clients are based across the UK and internationally.
How is this different from seeing a GP or standard private healthcare? ▼
A GP blood test is read against the lab’s reference range, to find disease. Some lab ranges are wider than the clinical guidelines. A ferritin of 22 µg/L (22 ng/mL) can sit inside a lab’s range, yet NHS guidance treats a ferritin below 30 µg/L as strong evidence of iron deficiency, so that result is a guideline-level finding, not a “functional” one. The TDG programme reads your results against the lab range plus graded working bands, each labelled with its source, and across five tests alongside your history. It works with your GP, not instead of them.
How long does the TDG programme take from start to results? ▼
From the first call to your written protocol is typically 6–8 weeks, most of it waiting for laboratory results. Your Case File is completed in the first week and the tests run in parallel. Follow-up consultations are at 6 and 12 weeks, and retesting is planned from there.
What is the Resilient Gut System and who is it for? ▼
The Resilient Gut System is a 16-week structured coaching programme for people experiencing IBS-type symptoms, stress-driven digestive issues, or unpredictable digestion. It's the right starting point if you want to address the gut-stress connection before committing to the full TDG testing programme — and it serves as a strong foundation for the TDG investigation when the time is right.
Is this programme suitable for people with diagnosed conditions? ▼
Yes, with important caveats. The TDG programme is a functional medicine investigation, not a medical treatment. It works alongside conventional medical care and is not a substitute for it. For clients with serious diagnosed conditions, we work in collaboration with their existing medical team. The free call is the right place to discuss your specific situation.
Ready to start?

Stop guessing. Start knowing.

A free 20-minute call with Stephen. You explain what's been going on. He explains how the TDG system would approach your specific situation. No obligation — we confirm the fit before anything else.

Understand what your
results are actually saying

New clinical articles by email — a couple of times a month at most, no noise. Blood chemistry, gut testing, hormones, detox, and breathwork. The stuff that takes too long to say on Instagram.

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