medmeters.
FIRST CLINICAL FOCUS · OUTPATIENT PHYSICAL THERAPY

From clinical tests to documented progress.

MedMeters is building a camera-assisted assessment workflow that helps physical therapists capture standardized measurements, review uncertain events, compare visits and prepare documentation — without moving to another medical record system.

Standard clinical protocolsClinician reviewVisit-to-visit comparison
Early-stage product concept. The visualizations show the intended workflow, not a clinically validated or live MedMeters measurement.
Illustration of an older patient doing a sit-to-stand assessment supervised in a rehabilitation clinic
Standardized assessment / illustrative capture
WORKFLOW PREVIEW · NOT LIVE ANALYSISFunctional mobility assessment
Review needed
Current visit12 reps
Baseline9 reps
Difference+3 reps
1 event flagged for reviewDraft note → EHR / PDF
01 / FIRST PRODUCT

A small, useful battery of familiar clinical tests.

One protocol starts the validation. The proposed sellable product is a repeatable assessment workflow — not a counter for one movement.

01
First CV validation

30-Second Chair Stand

Count completed chair stands under the CDC STEADI protocol. The first demonstration of event recognition, quality review and repeat visits.

Completed stands / 30 secExplore protocol ↗
02
Planned package

Five Times Sit-to-Stand

Time five complete transitions using the defined version of the 5xSTS protocol.

Duration (seconds)Test library ↗
03
Planned package

Timed Up and Go

Capture the standard stand–walk–turn–return sequence with clinician-supervised safety checks.

Total time (seconds)Test library ↗
04
Future package candidate

Knee Range of Motion

Measure active knee flexion and extension with a validated camera-positioning protocol.

Joint angles (degrees)Test library ↗

Planned capabilities: the complete clinical measurement accuracy and allowed use conditions must be validated test by test. The first pilot does not require all four protocols to be implemented.

02 / THE WORKFLOW

Not just a measurement.
The whole job, from test to chart.

The proposed workflow is designed around work clinicians already do — not an extra standalone dashboard.

01

Perform

Run a familiar clinical protocol with a standard camera setup.

02

Review

Inspect flagged or ambiguous movements rather than trusting an opaque count.

03

Compare

Check protocol comparability and change from one or more prior visits.

04

Document

Approve a draft clinical note and export it to the existing patient record.

03 / WHAT THE CLINIC RECEIVES

A usable record, not just a number.

The target output brings the measurement, quality flags, comparable history and a documentation draft into one clinician-reviewable result.

✓ Measured endpoint and history
✓ Ambiguous events for clinician review
✓ Conditions and comparability assessment
✓ Draft EHR note and patient explanation
MEDMETERS · ILLUSTRATIVE CLINICAL OUTPUTPending clinician sign-off

30-Second Chair Stand

CDC STEADI · Mock values · Not produced by the algorithm

Baseline9complete stands
Current12complete stands
Difference+3complete stands
Visit 1Visit 2Visit 3
Protocol: conditions recorded, clinician to verifyComparability: pending protocol reviewException: 1 additional movement flagged, excluded from draft countReviewed by: — / approval pending
DRAFT NOTE · NOT YET CLINICIAN APPROVED

Patient completed 12 full stands in 30 seconds, compared with 9 at baseline. One additional event requires review and was excluded from the draft count. Testing conditions and comparability remain subject to confirmation.

EHR-ready text (planned) · PDF export · Patient-friendly summary
04 / CLINICAL DESIGN PARTNERS

Help us prove the workflow is worth paying for.

We are looking for outpatient rehabilitation practices to help define and evaluate a focused clinical pilot. The first test validates the workflow; a small functional assessment battery is the product direction.

Pre-pilot design / validation planning · No clinical deployment is claimed.
01ReliabilityDoes the result agree with clinician scoring?
02Total workflow timeFrom setup through the saved record.
03Repeat useWill clinicians continue using it routinely?
04Willingness to payWould a practice pay after the pilot?
05 / WHY THIS TEAM

Years of work with movement and clinical video.

MedMeters grows out of applied computer vision work at Keepriot: clinical video review in ScanChild, multi-camera 3D reconstruction in Fight.Vision, body scanning in ScanCustom and longitudinal visual feedback in RepCoach.

Meet the team and see the underlying projects ↗
ScanChildClinical review & temporal annotation
Fight.Vision3D motion reconstruction & uncertainty
ScanCustomRemote body capture & 3D geometry
RepCoachMovement comparison & visual feedback
THE PLATFORM VISION

Focused first product.
Broader measurement infrastructure.

After validation of a compact PT assessment workflow, the same principles may extend into neurology, orthopedics, geriatrics, home health and more — each with its own protocols and validation requirements.