THE EVIDENCE DESK

The claim. The evidence.
The gap.

Clair supplies the headline. This page tests what backs it. Claim by claim, the public evidence falls short of the hormone-monitoring pitch.

8 claims shown
01Company-reported result

94.1% accuracy

The archived FAQ reports 94.1% cycle-phase classification accuracy.

94.1% is a classification score. It does not report hormone-concentration error. Paired assays and subject-level cross-validation do not change what the score measures. Selling the percentage as proof of a quantitative hormone readout skips the test that matters.

Publish the full methods, confusion matrix, confidence intervals and hormone-concentration errors.

02Company description

130+ biomarkers

Clair describes a multi-modal system using more than 130 biomarkers.

A longer input list is not stronger validation. Clair must show that its model separates hormones from illness, exercise, sleep and other influences. Counting features does none of that work.

Identify which signals improve performance and publish where the model fails in real life.

03Production results not established

Prototype → production

The archive describes a prototype cohort, then a plan to collect and validate data using production hardware.

Clair changed the device. The new device needs its own validation. Its archived study plan puts that validation in the future. The prototype’s score is not a transferable certificate for the bracelet customers will receive.

Publish independently evaluated results from the finished bracelet.

04External dataset · disclosed methods

External data → Clair hardware

Clair’s research poster names mcPHASES and lists Fitbit, Dexcom and Mira equipment in its methods.

The poster’s methods do not include a Clair bracelet. Modeling someone else’s recordings does not test Clair’s hardware. Put the actual product in the experiment.

05Company claim; report not supplied

“Validated” in the fundraising deck

An app screen shows estrogen at 268 pg/mL beside a claim of validation against gold-standard hormone assays in a real-world clinical trial.

“Validated” is printed on the slide. The trial identifier and hormone-specific errors are not. A phase score cannot certify the concentration on an app screen. This redacted public deck leaves that claim uncheckable; it does not reveal what investors received privately.

Name the trial, tested hardware and participants. Publish the concentration errors behind the displayed readouts.

06Affiliation confirmed

The Mayo connection

Mayo independently lists Clair in its Accelerate multiyear program.

The Mayo relationship is real. Using it as proof that the bracelet works is the leap. An accelerator announcement supplies no finished-device validation. The logo cannot run the experiment.

Specify the data, the task and the validation results produced by the collaboration.

07Public claim; terms unverified

$18M in B2B contracts

a16z speedrun advertises $18 million in signed B2B contracts. Clair’s own public fundraising deck describes device-purchase MOUs and partner LOIs. Reach Capital separately describes 100+ clinic LOIs.

The $18 million headline is easy to repeat. The obligations behind it are not available in this deck: MOU counts, values and partner names are redacted. “MOU” and “LOI” alone settle neither enforceability nor revenue. A headline is no substitute for the terms.

08Company-stated limitation

Wellness versus medical use

Clair’s terms describe a wellness product and rule out diagnostic use, contraception, and use as the sole fertility-planning method.

The sales pitch does not cancel the terms. Clair excludes diagnosis, contraception and sole reliance for fertility planning. Put those limits next to the promise. Customers should not have to excavate them.

List the supported uses, their clinical evidence and any required authorization.