Via Negativa Health, our operating method

Via Negativa is a way of life. Phil and John apply it to business.

Subtract before adding. Strip back the unnecessary. Major the majors. Respect what cannot be predicted. We apply the method in three places: to the numbers that define diabetes, to the individuals and small businesses we build for, and to the organisations that hold the system.

John Pemberton · Clinical Lead
Phillip Hayes · Technical Lead
Skin in the game · always

Three applications

One method, three places it shows up

Via Negativa is a way of life first, a business method second. Phil and John apply it in three ways. Each one does the same thing: strips back what is unnecessary, majors the majors, and respects risk the way it actually behaves, not the way the population average makes it look.

Working on your own T1D practice? Card 2 and the offer below are built for you. Running a device manufacturer, a charity, a research group, an NHS body, or a medical communications agency? Card 3 is the door, and Consultancy for organisations → is the full page.

The name is the method

Via Negativa: wisdom through subtraction

Via Negativa is an ancient principle: the wisest path forward is not to add more, but to remove what is unnecessary. Applied to health business: remove the agency taking a percentage of your profits. Remove the platform you don’t own. Remove the dependency on someone else’s tools and knowledge. Remove the opaque contract that punishes your growth. What remains is yours. Simpler. Stronger. Antifragile. The name is not a brand strategy. It is the operating method.

The Black Swan (2007)
T1D is a Black Swan condition
Unpredictable. High-impact. Poorly explained by looking backwards. Rule-based management fails exactly when you need it most. Deep mechanistic understanding doesn’t. We build on mechanism, not rules.
The Black Swan, Taleb (2007) →
Antifragile (2012)
We build things that get stronger
Not polished templates that age. Platforms that improve as knowledge grows, as users engage, as real-world experience accumulates. Via Negativa: strip away the unnecessary until what strengthens remains.
Antifragile, Taleb (2012) →
Skin in the Game (2018)
We grow as you grow
We are not a consultancy that charges a day rate and walks away. We price according to your stage. We scale our income when you scale yours. We share the risk because we believe in what we build.
Skin in the Game, Taleb (2018) →

“Type 1 diabetes has been teaching us about Black Swans since 1921. Every hypo, every unexplained spike, every device failure at 3am is a reminder that the unpredictable is not the exception, it is the condition. We built The Glucose Never Lies on the principle that understanding mechanisms, not memorising rules, is what makes a person, or a platform, antifragile. We bring that same philosophy to every business we work with. And we ensure it is respected by putting our skin in your game.”

John Pemberton & Phillip Hayes, Via Negativa Health

The worked example

The HbA1c and Time in Range Guide is Via Negativa thinking applied to the numbers that define T1D management. Fooled by Randomness on the 14-day report. Black Swan on severe hypos. Antifragile on the 3 mmol/mol gap. Skin in the Game on who carries the consequence of a wrong target.

Who this is for

Individuals building serious things in the T1D space

We work with practitioners and creators who want to take their offering beyond information: into properly validated, clinically grounded, technically robust practice. This is not a facelift. It is a whole system, and you own it at the end.

🩺
T1D Health Coaches
You’re coaching people with T1D and want to ground your programmes in rigorous, evidence-based physiology, not just lived experience alone.
📱
Creators & Educators
You have an audience that trusts you. You want the clinical layer to back up your content, and tools your members can actually use.
🏥
HCPs in private or hybrid practice
You’re building private or hybrid digital practice and want proven GNL tools and frameworks as the clinical backbone.
🧑‍⚕️
Specialist Nurses & DSNs
You are starting a membership, a clinic, or a paid newsletter alongside clinical work, and want the evidence layer held to ISPAD and ADA standards.

What we build for you

Six things, combined the way we build for ourselves

Every component is something we built first for GNL, then scoped down or adapted for the individual practitioner. You end up with a system you own, that works without us, and that improves as evidence improves.

🌐
Website and CMS you actually own
WordPress on your own hosting (Lightsail) or a light custom build. Your domain, your login, your content. If we disappeared tomorrow, you keep the lot.
🧠
White-labelled Grace on your site
Your brand on the front. Grace’s evidence engine on the back: ISPAD 2024, ADA 2026, and a curated 541-paper base. Answers are evidence-graded; sources and device caveats are shown. Your members get clinically sound education wrapped in your voice, not a generic AI chatbot.
📧
Monthly branded newsletter, Grace-powered
A locked template in your palette and voice, delivered through your email platform (Brevo or Mailchimp). Grace pulls the latest evidence and drafts the clinical spine; you shape the tone and call-to-action. You stop losing 10 to 15 hours a month researching and writing from scratch. Creative time goes back to coaching.
⚙️
Optional white-label of GNL tools
CGM Selector (seven current devices) and AID Selector (five UK systems, updated the week a new launch lands): each can be white-labelled on your site. We only put a device on these tools when the risk profile is actually known. T1D is a Black Swan game; we won’t pretend otherwise.
🗂️
Admin workflow and inbox that frees time
Gmail labels and filters, inbox-zero setup, automation, a daily dashboard, and a clean integration map across your domain, email, hosting, and tools. You stop running the admin. The admin runs for you.
📚
Content pipeline from the Grace wiki
One evidence-graded guide or brief a month, drawn from the same wiki Grace uses. Updated the moment ISPAD, ADA, or EASD publish. You get clinically defensible content your members can trust, without you having to read 200 papers to write it.

Two case studies

What we build for clients, and what we built for ourselves

One live engagement with an individual T1D coach. One self-funded rebuild of our own platform that proved the method before we offered it to anyone else. Both show the same thing: a two-person team investing, building, and iterating at pace only a small operation bonded by trust can manage.

Live client engagement · April 2026

Vanessa Haydock, Diabetic Health Coach

Diabetic Health Coach Ltd · diabetichealthcoach.co.uk →

Vanessa is a UK T1D coach with 54,000 Instagram followers, a live membership (Dominating Diabetes), and an audience that trusts her voice. She did not need a rebuild or a new brand. She needed the clinical evidence layer behind her content to be rigorous, current, and hers.

  • White-labelled Grace on the DHC site, scoped to T1D education, ISPAD 2024, and ADA 2026. Members ask; Grace answers with evidence grades and source citations, in DHC’s voice.
  • Monthly branded newsletter on a locked template: blue palette, a monthly Time-in-Range tip, three sections (blood glucose, mindset, monthly topic), locked CTA to the Dominating Diabetes programme. First issue approved.
  • Clinical review sits with John; the technical build sits with Phillip; Vanessa’s creative time goes back to coaching, not to researching the latest ISPAD update.
  • Commercial model: Skin in the Game retainer. We share the risk, we share the upside, we are not running the moment it is live.

Status: white-labelled Grace workspace live, first newsletter approved, monthly retainer commencing late April 2026. Active build, not a finished case study. Before-and-after numbers at the six-month mark.

Self-funded proof · under three months

The Glucose Never Lies (our own platform)

theglucoseneverlies.com · see the live platform →

Before we offered this to anyone else, we did it to ourselves. We started with a Wikipedia-style content store: 120+ pages of clinically accurate writing sitting in static isolation, no tools, no revenue, no membership. In under three months, John and Phillip, working nights, weekends, and early mornings, turned it into a fully interactive evidence-based platform.

  • Six interactive explorers built from scratch, live on a Laravel API, each one covering a clinical decision space no other public tool covers (activity and exercise, exercise carbs, AID optimisation, hypo and hyper treatment, exercise planning, alcohol).
  • Grace, our in-house T1D AI, three tiers (Basic free, Pro free with account, Max £50/month), grounded in a curated 541-paper evidence base and full ISPAD and ADA ingest.
  • Multiple revenue streams created from zero: Grace Max personal subscriptions, educational grants from device manufacturers, consultancy retainers, via Negativa partner engagements.
  • Design system, registration flow, login, dashboards, podcast with 16,300+ downloads, weekly Thursday research newsletter, site-wide Grace widget, all shipped and live.
  • No external investor. No agency. John and Phillip investing, creating, executing, and iterating at pace, with precision.

This is the proof. Small team. Bonded by twenty years of friendship. Clinical authority on one side, enterprise engineering on the other. The same two people are what you get when you hire us.

Side by side

Two platforms, one method

Vanessa and GNL started from different places but share the same structural DNA. The table below maps where the two overlap today and where each trajectory leads.

 
Vanessa / DHC
GNL
Audience
54k Instagram; Dominating Diabetes membership
Organic search + podcast (16,300+ downloads); registered user base
Clinical grounding
Lived experience + coaching credentials; now adding ISPAD/ADA evidence layer via Grace
541-paper curated wiki; ISPAD 2024 + ADA 2026 full ingest; two scientific advisers
AI layer
White-labelled Grace widget in DHC voice and palette
Grace Basic/Pro/Max; site-wide widget; three-tier model
Interactive tools
CGM Selector + AID Selector (white-label, roadmap)
Six live explorers on Laravel API; registration-gated
Newsletter
Monthly branded template; DHC palette; Grace-powered clinical spine
Weekly Via Negativa 80/20; Thursday research signals
Revenue model
Membership (Dominating Diabetes) + coaching; Skin in the Game retainer with VN
Grace Max subscriptions + manufacturer grants + consultancy retainers
Ownership
Vanessa owns her site, domain, list, and content
John + Phillip own every layer; no external investor
Trajectory
Evidence-backed coaching at scale; Grace handles the clinical layer so Vanessa coaches
Platform provider; white-label Grace for partners; manufacturer and charity consultancy

The pattern: both started with an audience and authentic voice. Both needed clinical rigour that lived experience alone cannot sustain at scale. Both now run on the same evidence engine, the same technical infrastructure, and the same operating method: subtract the unnecessary, own what remains, put skin in the game. Vanessa’s trajectory proves the model works for individual practitioners; GNL’s trajectory proves we built it for ourselves first.

How it works

Three intake stages before we ever quote you

We do not price on a phone call. We price after we have done the work to understand what you actually have, what you actually need, and what we can actually deliver. No charge and no commitment until Stage 3 is complete.

1
Account audit
We map what you own, what you pay for, and where control sits. Domain, hosting, email, list, payment, tools, socials. A 52-question form and a structured scan of your existing properties. Deliverable: a technical assessment report, yours to keep.
2
Build decision
With Stage 1 in hand we recommend a tier (Standard, Enhanced, or Optimal) and the commercial model (fixed fee or Skin in the Game). You confirm before we ever quote. If it is not a fit, we say so.
3
Skills questionnaire
Once the tier is locked, we scope the specific capabilities you need activated: Grace widget, newsletter, selectors, admin workflow, podcast integration. We use this to pre-build your environment before kickoff.
Priced to the build, and to the risk we share with you

We work across three levels. Every engagement includes the option of our Skin in the Game pricing model: a lower fixed cost in exchange for a small share of your revenue growth. We only earn more when you earn more. Figures are confirmed after Stage 2 of intake, not before. We do not publish them here because they depend on your baseline, your goals, and whether Option A or Option B is the right fit.

Standard · clinical content layer
Enhanced · platform, tools, newsletter
Optimal · full co-build with Phillip

All engagements: six-month initial term, then rolling monthly with 30 days notice. VAT added where applicable (GNL Ltd VAT No. GB 516 3272 08).

Start here: the key product for individuals

Grace Max, from £50 per month

If you work in the T1D space as a coach, creator, nurse, or clinician, Grace Max is the one product we recommend first. At £50 per month you get evidence-graded answers on demand from a curated 541-paper base, full ISPAD 2024, full ADA 2026, and the same engine that powers every Via Negativa build. Most of our individual clients begin here and scale into a full engagement only once the practice is earning.

Grace Pro is free with a GNL account if you want to try the engine first; Grace Max is the paid personal tier for working practitioners.

Get Grace Max →

Option A
Fixed fee
  • Agreed build fee, agreed monthly retainer
  • Predictable cost, predictable scope
  • Right fit when your growth path is already clear
  • No revenue share, no upside beyond the retainer
Option B
Skin in the Game
  • Lower upfront build fee, lower monthly
  • We take a small share of your revenue growth above baseline
  • We only earn more if you earn more
  • Share ends at a pre-agreed threshold, never open-ended
  • Right fit when we both believe the build will move the numbers

What we are not. We do not consult and run. We consult, and we are in. Our success is tied to yours. Via Negativa: we remove the unnecessary layers, the opaque contracts, the platforms you don’t own, the intermediaries taking a cut of your growth. What remains is yours. And we grow with it.

Ready to subtract

Start a conversation

If you are building something serious in the T1D space and want operators with skin in the game, we would like to hear from you.

Get in touch with John

john@theglucoseneverlies.com · No pitch deck required

Working with a manufacturer, platform, or research group instead? Consultancy for organisations →