Applied-AI studio for wellness companies

We build AI systems that measure what wellness products actually do.

We automate your team's workflows and customer management, build the platform that measures your product against each customer's own baseline, and run the research behind it.

Built to inspect, not to hype Real-world evidence, not a survey We measure, we do not diagnose
how_the_studio_works Schematic
Customers Biological factors Check-ins measurement engine Who responds When it works What to fix Evidence
Usage in. Evidence out. We build the system, and you can inspect every step.
What this is

Most wellness companies sit on customers, content, and protocols they cannot measure.

We build the systems that make that work readable, and we run it to the same standard we would publish. One studio, three ways to work with us.

01 / Automate

Workflow & Customer Automation

We automate your team's operational work: onboarding, education delivery, customer management, inbound triage, and follow-up.

See how we automate
02 / Platform

Rationally Well

The measurement platform that tracks outcomes against each customer's own baseline, white-labeled and built for you.

See the platform
03 / Research

Wellness Research & Coaching

Mechanism-level research and N-of-1 tracking, run as a service. Individual coaching is available by referral.

See our approach
Why this is credible

Restraint is the point.

Anyone can promise AI will fix your business. We would rather show you a measurement you can check, and tell you plainly where it does not apply.

Your data stays yours

Aggregate and de-identified by default. No individual record leaves the platform, and nothing is sold.

Evidence, graded by confidence

Every finding carries a confidence rating, so you know what is solid and what is still exploratory.

A mechanism spine

Conditions, protocols, ingredients, and symptoms described in the same biological terms, so outcomes compare.

Open by design

No black box you cannot open. Open-source methodology follows once the company reaches sustainability.

Who this is for

Two ways in.

For companies

Automate, measure, validate.

Supplement and wellness brands, teams drowning in manual operations, practitioners with a product, and coaches who want a white-label tracker.

Start a conversation
For individuals

Research coaching, by referral.

Individual research and education coaching is currently by referral only. If you were sent our way, get in touch and we will pick it up from there.

Get in touch
The platform we build

Rationally Well measures against each customer's own baseline.

Not a survey, not a star rating. A clean before-and-after on the person actually taking your product, so you can see who it helps and keep them. The full product lives on its own site.

One customer vs. their own baseline · Sample
baseline measured change
Work with us

A short conversation, candid in both directions.

Tell us what you are building or what is breaking. We will tell you honestly whether we are a fit.

Start a conversation
Workflow & Customer Automation

Automate the work your team is doing by hand.

Onboarding, education, customer management, follow-up. The repetitive operational work that eats your team's week is exactly the work a well-built system should be doing. We build it, and you keep control of it.

The problem we build against

The work exists. The system around it does not.

Your onboarding is done by hand. Your education material is delivered one email at a time. Your inbox eats the follow-ups. Customer management lives in a spreadsheet and someone's memory. Every one of those is a system waiting to be built.

What we build

Three systems that give your team its week back.

Customer management automation

Records, segments, and lifecycle handled automatically, so the right customer gets the right touch without anyone tracking it by hand.

Onboarding & education delivery

Turn the material you already have into an automated flow that walks each new customer through it, on time, without you in the loop on every message.

Inbound triage, routing & alerts

The plumbing that reads incoming mail, routes what matters, and pings you the moment something is urgent, so nothing important sits unseen.

This is operational work. No health claims and no clinical framing. We treat it like the software it is, and we hand you something you can run and inspect.
How we work

Start small, prove it, expand.

We scope one working build, ship it, then iterate on a simple retainer you can cancel. You see value before you commit to more of it.

Scope one build

We pick the single system that takes the most off your plate, and define what done looks like.

Ship it

A working build, usually in about a week, running on infrastructure you can inspect.

Iterate

A light retainer for ongoing changes, and an honest read on whether the system did what we said it would.

Fit

Who this is for, and who it is not.

A fit

  • Teams losing hours to manual onboarding, education, and follow-up
  • Brands whose customer management lives in spreadsheets and memory
  • Practitioners and coaches who want a white-label tracker for their clients
  • Operators who want to inspect what they are buying

Probably not a fit

  • Anyone who wants a hype deck and a magic button
  • Projects with no real workflow to automate yet
  • Buyers who want claims we cannot measure
Tell us what is breaking
Rationally Well · the platform we build

The measurement layer behind the studio.

Rationally Well measures outcomes for the customers already taking your product, each against their own baseline, then shows you who it helps and how to keep them. We white-label it and configure it to you. The full product has its own home.

What it gives you

Three things a reorder rate cannot tell you.

Who responds

The kind of customer your product helps most, identifiable from baseline traits before the first dose.

When it works

The week response tends to land, so your guarantee window and your messaging match reality.

What to fix

The correctable blockers behind non-response, which double as your evidence-backed cross-sell.

Why it is safe to let in

An outcomes partner that never competes for your customer.

We are never the merchant of record, never own the customer, never compete for them. We measure your formula, on your customers, and hand the results back.

A CRO trialone-time snapshot, six figures, ideal population
Lab companieshold the data, want the customer relationship
Reviewsself-selected, unmeasured, unactionable
Rationally Wellcontinuous outcomes, handed back, your customer stays yours

Scope. Real-world evidence shows association and within-person change, not the proof of causation a controlled trial provides. We measure symptom severity and its change over time. We do not diagnose. Adults only. Validation pricing stays separate from any sales-linked fee, by design.

View Supplement Tracking
Approach

We educate and measure. We do not advise or claim.

A posture, not a slogan. Everything we build observes and surfaces; a licensed clinician decides anything clinical. Learning, not advising.

The gap we work on

Mechanism-level knowledge takes years to reach the people who need it.

Research that could help a complex, chronic patient or her practitioner can take well over a decade to reach routine practice. We work on closing that gap, carefully and in the open.

How the engine works

Four stages, on a loop.

Each stage feeds the next, and every person who runs through it sharpens the read for the next one. We show the arrows; the engine behind them is ours.

Structured intake

Symptoms, history, exposures, lifestyle, and uploaded labs. The gathering work is done before anyone sits down.

Triangulation

Labs read against functional ranges, symptom clusters mapped to a small set of mechanism hypotheses. Plural, never a single answer.

Two-layer report

A detailed personal report for the individual, and a pattern overview for the clinician, evidence-tiered and side by side.

Ongoing tracking

Short weekly check-ins. If a protocol is not producing the predicted shift, the flag shows up in weeks, not months.

Tracking feeds the next triangulation. The loop tightens with every cohort.
The mechanism spine

Everything described in the same biological terms.

When a symptom, a protocol, and an ingredient all map to the same mechanisms, outcomes become comparable across products and across cohorts.

From the person

Symptoms History Labs

Shared mechanism spine

GABA regulation Inflammation cascades Mitochondrial function Cofactor sufficiency Detoxification pathways Hormonal regulation

To the read

Protocol mapping Outcome comparison Cross-cohort learning
The standard

How we hold a finding.

Pre-specified

Thresholds locked before the data, so the bar cannot move to fit the result.

Within-person

Change measured against each person's own baseline, the cleanest signal available.

Confidence-graded

Every finding tagged from well-established to exploratory.

De-identified

Aggregate results only. No individual record reaches a partner.

The line we hold

What we do not do.

We do not diagnose, do not replace a clinician's lab interpretation, do not measure what we cannot see, and do not sell individual data. The platform surfaces patterns and hypotheses; it does not make clinical decisions.

About

Built by people who needed this to exist.

Hinge Testlab is a small studio. We build the systems, run the research, and hold the line on what we will and will not claim.

AB

Amiah Bronson

Product, methodology, build

Leads the assessment methodology and the platform build, and sets the measurement standard the rest of the work is held to.

CC

Christine Clark

Operations, partnerships

Runs operations and partner relationships, and keeps the studio honest about what it can take on and when.

Why we built it

For the patient whose labs read "fine."

She has seen six specialists. Her labs come back normal. She arrives with a binder, a theory, and four interconnected systems acting up at once. The standard system is not built to hold that kind of complexity. We are building the measurement layer that is.

Privacy

No individual data sold or shared with insurers, agencies, or law enforcement. Ever.

Independence

The work stays aligned to the people it serves, not to whoever funds it.

Open source

The core methodology becomes public when the company reaches sustainability.

Scope

Wellness research and tracking, not a medical device. Adults only.

Work with us

A short conversation about whether we are a fit.

Candid in both directions. We are selective about who we take on, and we will tell you plainly if we are not the right studio for the job.

What brings you here
What happens next
Day 1–2We read your note and reply.
Week 1A 30-minute call, candid in both directions.
Week 2+If it is a fit, we scope the first build.

Prefer email? amiah@hingetest.com

Thank you. Your note is in. We read and reply within one to two business days. You can also reach us at amiah@hingetest.com.