A Moduvera product

Measure

Local-only

Camera wellness signal session.

Signal quality is evaluated before an experimental pulse estimate is shown.

Experimental estimate—
Signal quality0%
Sample time0s
Brightness—
Motion stability—
Camera captureOFF
Camera permission is requested only when you press “Start camera.” This prototype processes sampled frames locally in the browser and does not upload or save raw video.
Signal workspaceWAITING
Estimate—
Accuracy status—
Green variation—
Samples0
Experimental only. The displayed estimate has not been clinically validated and should not be used for diagnosis, monitoring, medication decisions, exercise clearance, or emergency decisions.

Validation lab.

Compare a PULSIRA research session against an independently measured reference value.

Reference comparisonresearch
This workspace is for product testing. It does not establish clinical accuracy, regulatory clearance, or medical-device performance.
Current comparisonNONE
No comparison recorded.

Test across devices

Different phone cameras, frame rates, compression and automatic exposure settings can change signal behavior.

Include failures

Track sessions that cannot produce an estimate. Failed-quality sessions are part of validation, not something to hide.

Separate wellness from medical use

Any move toward medical claims would require substantially different validation, quality systems and regulatory review.

Session history.

Locally stored research metadata. Raw video is not retained.

Privacy & product limits.

Make the boundary visible instead of hiding it in fine print.

On-device by default

Prototype camera analysis occurs locally in the browser. No server upload path is included.

No raw video storage

The current prototype stores only derived session metadata when the user chooses “Save research session.”

No medical diagnosis

PULSIRA is not intended to diagnose disease, detect emergencies, or replace a validated medical instrument.

Production privacy checklistfuture work
• Explicit camera consent before capture • Clear local-vs-cloud processing disclosure • Data minimization and retention controls • Encryption if accounts/cloud sync are ever added • Delete/export controls for user data • Device and demographic validation plan • Threat model for camera/session metadata • Legal and regulatory review before any health/medical claims • Accessibility and mobile-device compatibility testing • No accuracy claims until supported by measured evidence

Support: jtate@pulsira.app