The True Universal Language of Functional Medicine
When I started the Functional Forum in 2014, I chose the name very deliberately.
I believed functional medicine had the potential to become the universal language of the new era of healthcare.
For years before that, I had spent time with chiropractors, naturopathic doctors, Chinese medicine practitioners, Ayurvedic physicians, osteopaths, nutritionists, and functional medicine doctors. Although they came from very different traditions, I was struck by how often they reached the same conclusion.
Health is created.
The body is an interconnected system. Lifestyle matters. Environment matters. Relationships matter. Human beings are dynamic, adaptive networks rather than collections of isolated organs.
In other words, salutogenesis, the creation of health, was the foundation.
The challenge was that everyone described this reality differently.
One practitioner talked about qi. Another talked about mitochondrial function. Another focused on nervous system regulation. Someone else described terrain, subluxation, doshas, or methylation.
Different words.
The same patient.
The same underlying reality.
The consequence was that collaboration became incredibly difficult. Every practitioner was looking at the same mountain from a different side, but there was no common map.
When I first encountered the Institute for Functional Medicine’s systems model, I thought I had found the answer.
Antecedents. Triggers. Mediators. Systems biology. The Matrix.
This was a language that could organize complexity and allow practitioners from different backgrounds to communicate with one another.
That belief became one of the inspirations behind the Functional Forum. I wanted to create a place where practitioners from every discipline could come together around a shared vision of healthcare.
In many ways, it succeeded.
But over time I realized something I hadn’t appreciated at the beginning.
Healthcare is influenced by economics.
Economics rewards differentiation.
Every organization eventually develops its own terminology, its own conferences, its own certifications, and its own identity.
Functional medicine became one movement.
Longevity medicine became another.
Regenerative medicine created its own category.
Precision medicine developed its own language.
Naturopathic medicine maintained its own traditions.
Everyone had good reasons for doing so, but the unintended consequence was further fragmentation.
Ironically, by calling it the Functional Forum, I had unintentionally picked a side.
What I wanted was unity.
What I got was another tribe.
For years that frustrated me because I still believe our movement needs a common operating system if we are ever going to deliver truly collaborative care.
Building TruNeura forced me to rethink the problem.
The universal language isn’t functional medicine.
It isn’t antecedents, triggers, and mediators.
It isn’t even biology.
The universal language is numbers. Base 10.
Numbers work in every country. We’ve already agreed on this.
Numbers work in every medical tradition.
Numbers work in every language.
A laboratory marker can become a score out of 100 no matter the units.
A wearable metric can become a score out of 100 no matter the gadget.
Lifestyle participation can become a score out of 100 no matter the modality.
Sleep can become a score out of 100 no matter the side of the bed.
Inflammation can become a score out of 100 by combining all the other scores.
Every measurement can be normalized into a common framework where 100 represents optimal function and progressively lower scores reflect increasing dysfunction.
Imagine looking at a laboratory marker. Instead of simply being told whether it is “normal” or “abnormal,” it is translated into a score from 0 to 100. At the center of the optimal range, the score is 100. As the marker drifts away from optimal, the score gradually declines. Far outside the optimal range, it approaches zero.
Every laboratory marker can be translated this way. Every wearable metric. Every lifestyle behavior. Every functional assessment.
Once everything speaks the same language, practitioners no longer have to agree on philosophy before they can collaborate.
Imagine a patient with cognitive decline.
Around the table sits an acupuncturist, a functional neurology chiropractor, a functional medicine physician, a psychotherapist, a health coach, and a nutritionist.
Each practitioner sees something different.
The acupuncturist wants to improve bioenergetic flow.
The chiropractor wants to restore structural and neurological function.
The functional medicine physician focuses on inflammation, toxins, hormones, or metabolism.
The psychotherapist sees unresolved trauma and social isolation.
The health coach recognizes that implementation is the missing piece.
Who is right?
Perhaps all of them. A team of practitioners working to orchestrate an episode of care is the only intervention that has ever reversed cognitive decline successfully.
The human body is a complex adaptive network. Different interventions can improve the function of that network through entirely different mechanisms.
Historically, practitioners have spent enormous energy defending their philosophy because there has never been a shared scoreboard.
But imagine something different.
Every intervention is prescribed.
Every intervention is measured.
Every patient is rescored.
Now we can begin to understand which interventions improve cognition most rapidly for patients with inflammatory drivers.
Which approaches work best for patients with vascular disease.
Which patients benefit most from bioenergetic therapies.
Which interventions consistently improve sleep, resilience, metabolism, executive function, or quality of life.
Nobody has to lose.
Nobody has to prove that their philosophy is the only correct one.
Reality becomes the teacher.
The data begins to reveal which interventions work best, for which phenotype of patient, under which circumstances.
The system learns.
The practitioners learn.
Medicine evolves.
This is the vision behind TruNeura.
Every laboratory marker becomes a score.
Every lifestyle behavior becomes a score.
Every wearable metric becomes a score.
Those scores are then combined into higher-order indices that reveal patterns no single biomarker could ever show on its own. They identify the dominant drivers of dysfunction, quantify progress over time, and help practitioners prioritize the interventions that are most likely to improve the health of the entire network.
The score itself belongs to no profession.
It belongs to the patient.
I have spent much of my career trying to create unity across functional medicine and the many disciplines that share its vision of health.
Today, I believe that unity will not come from asking everyone to use the same terminology.
It will come from giving everyone the same way to measure reality.
That is the true universal language of medicine.
At TruNeura, we are bringing together leaders from functional medicine, neurology, naturopathic medicine, chiropractic, nutrition, health coaching, psychology, bioenergetics, and many other healing traditions to build something that is larger than any one profession.
Our goal is not to replace these disciplines. It is to connect them.
To create a shared operating system that allows every practitioner to contribute their unique gifts while learning, together, what creates the greatest improvements in human health.
This is bigger than software.
It is bigger than any one company.
It is an opportunity to build a legacy that extends beyond all of our individual careers. A healing system that continues to learn, continues to improve, and continues to evolve long after we are gone.
If salutogenesis truly is the future of medicine, then it deserves infrastructure that can scale. It deserves a common operating system. It deserves a universal language that every practitioner can understand, regardless of their training or philosophy.
That is the future we are building at TruNeura.
A future where data creates unity instead of division. Where every patient interaction helps the system become wiser. Where the collective intelligence of thousands of practitioners becomes a living, learning network in service of human health.
Because the future of medicine will not be built by one profession.
It will be built by all of us, together.





