Motion intelligence / clinical measurement infrastructure

Make movement measurable.

Latitude turns movement into structured measurement, entirely handsfree.

Clinicians get the movement: what happened, what changed, and what held up.

See the record

01

The measurement gap

Most movement data disappears.

The movement is the work. Most of its quality still vanishes the second the set ends.

  1. A patient moves.
  2. A therapist makes the call in real time.
  3. A note gets written.
  4. The motion is gone.

Latitude keeps the execution itself: range, tempo, control, compensation, and change over time.

If it happened, it should be inspectable.

Infrastructure thesis

Measurement cannot be more homework.

Patients should not log more. Clinicians should not click more. The record should form from the work itself.

Latitude translates motion into pose-derived structure: range, tempo, endpoint control, repeatability, and compensation drift.

The output is structured enough to compare, annotate, and trust.

Less app. More training.

02

Physical therapy first

Built around how PTs already reason.

Baseline. Progress. Treatment response. Latitude puts execution data under the clinical eye.

01 Range

How far the movement actually went.

02 Control

Where the rep steadied, rushed, or fell apart.

03 Consistency

Whether later reps still looked like the first.

04 Compensation

When the body found another path.

05 Response to cueing

What changed after the cue.

Fictional demo data / lateral step-down assessment

A replayable motion record.

Fictional data. Real product direction: the cue changed the movement, and the record shows it.

SUBJECT A-014 / LATERAL STEP-DOWN / 12 REPS CUE RESPONSE RECORD
Before and after cue response trace for a step-down assessment Fictional step-down data showing rushed descent before cueing, reduced knee path drift after cueing, and improved controlled repetitions. steady drift rushed rep 1 cue rep 12 knee path drift grows descent gets rushed therapist cue steadier after cue controlled reps descent tempo path drift
Before cue 2 of 6 controlled reps
After cue 5 of 6 controlled reps
Tempo drift descent shortened after rep 4
Path drift 8.1 cm inward to 2.4 cm
Control marker bottom position steadied within 2 reps
Therapist note cue response visible in the motion record

Movement quality over raw completion

Completion is not quality.

Ten reps is a count. It is not proof of control. Latitude shows whether the work held shape.

Endpoint control glyph showing a motion trace stabilizing near end range
Endpoint control bottom position steadied
Range retained glyph showing repeated endpoints within a target range
Range retained depth held through final reps
Tempo timing stayed controlled
Repeatability glyph showing overlaid movement traces
Repeatability later reps matched the cue
Compensation drift glyph showing deviation from a baseline path
Compensation drift pattern shifted after cueing

03

Clinical judgment

Better data. Same clinical judgment.

Latitude gives therapists the motion record. The therapist brings the patient, the context, the symptoms, and the call.

The system handles capture, replay, annotation, saving, and comparison. The clinician provides the meaning.

Latitude does not replace judgment. It gives judgment something better to stand on.

Architecture rule

Pose first. Privacy by design.

Latitude works from pose-derived structure: range, tempo, control, drift, response.

The result is a movement record built for inspection, comparison, and clinical context.

Latitude starts with physical therapy

Motion data. No data clerk.

We start with PT because the need is immediate: clearer baselines, cleaner progress, and movement records that can follow the work beyond the clinic.