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Wellness by AI Intelligence

Separate the signal, the score and the claim.

A living research layer for understanding what wellness products measure, infer, recommend and hand back to a person or professional.

Signature research object

Signal Path

A structured anatomy of a wellness product—from input and interpretation to recommendation, human context, privacy and evidence boundary.
Personalized wellness workflow · specimen 001Prototype
01User input
02Measurement
03Interpretation
04Recommendation
05Human context
06Follow-up
InputSensor + self-reportExample
InterpretationModel + rulesRequires test
OutputWellness suggestionNot diagnosis
Human layerProfessional contextWhen appropriate
PrivacyRetention disclosureRequired
Last checkedLaunch specimenPrototype

Demonstration record · not medical advice and not a verified product review

Research formats

Every format produces evidence—not filler.

01

Monthly research format

Signal Path

A comparable product anatomy from input to action.Sample: Launch specimen for signal path
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
02

Monthly research format

Routine Test

A documented walkthrough of the user journey.Sample: Launch specimen for routine test
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
03

Living record

Claim Boundary

Wellness claims separated from medical implications.Sample: Launch specimen for claim boundary
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
04

Living record

Wellness Tech Map

A living category, product and buyer taxonomy.Sample: Launch specimen for wellness tech map
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
05

Living record

Data Practice Record

Consent, retention, sharing and deletion information.Sample: Launch specimen for data practice record
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
06

Living record

Product Change Log

Material launches, integrations and claim changes.Sample: Launch specimen for product change log
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date

From the research desk

The record is more useful when uncertainty stays visible.

Meet the research desk
01

Method note

Prototype records are never presented as tested products

Editorial standard · 9 August 2026
02

Open call

Operators can contribute a documented workflow

Evidence required · Continuous
03

Change record

Material corrections remain visible

Public accountability · Continuous

Trust layer

How we know

  1. 01Identity

    A named author, organization or contributing operator owns every record.

  2. 02Method

    The page states whether the work was tested, interviewed, researched or supplied.

  3. 03Evidence

    Primary sources, original captures and unresolved questions remain attached.

  4. 04Change

    Last-verified dates, material updates and corrections stay visible.

Read the complete protocol

Contribute to the dataset

Bring the evidence, not the pitch deck.

Operators can submit workflows and field notes. Companies can submit product documentation, demo access and corrections. Commercial participation never changes the evidence state.Submit a record