AROMatic
Cubic Labs LLC  ·  Lafayette, Indiana
Cervical AROM Measurement Software

Active range of motion,
beautifully measured.

Webcam-based. No special hardware. Clinical-grade documentation.

80°
Rotation

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The Problem

Manual goniometry is slow, subjective, and inconsistent.

Cervical range of motion is one of the most commonly measured functional outcomes in musculoskeletal practice. Yet standard clinical tools — tape measures, bubble inclinometers, handheld goniometers — introduce substantial inter-rater variability and depend entirely on practitioner technique.


AROMatic replaces manual measurement with computer vision — the same technology used in motion capture and biomechanical research — running silently in your browser.

3
Cervical tests: rotation, lateral flexion, and flexion/extension
0
Special hardware required — any webcam-equipped device works
±1°
Computer vision measurement precision vs. manual goniometry
100%
Browser-based — no software install, no IT department required

Three Tests

The complete cervical AROM battery.

Rotation
Top-down view

Yaw-axis tracking via facial landmark geometry. Left and right rotation measured independently with automated endpoint detection.

Normal: 60–80° bilateral (Youdas et al., 1992)
Lateral Flexion
Front view

Roll-axis tracking from frontal view. Shoulder-roll correction applied to isolate cervical contribution. Left and right measured independently.

Normal: 40–45° bilateral (AAOS)
Flexion / Extension
Side view

Pitch-axis measurement from sagittal profile. Full range captured in a single test sequence with automated neutral detection.

Flexion 45–50° · Extension 60–75°

Who It's For

Built for the clinical environment.

Rheumatology & Orthopedics
Objective tracking for
complex cervical cases
  • Consistent pre/post-treatment documentation
  • Longitudinal tracking of inflammatory arthritis and spondylosis
  • Removes subjectivity from goniometry notes
  • Pre/post-surgical comparison baseline
Chiropractic
Outcome measurement that
supports your billing
  • Objective documentation for case notes
  • Compelling before/after visualization for patient engagement
  • Replaces expensive CROM goniometer devices
  • Fast enough to use at every visit
Physical Therapy
Functional outcomes in your
SOAP note workflow
  • Reduces manual measurement time and inter-therapist variability
  • Motivates patients with clear visual progress reports
  • Exportable CSV and report output
  • Works on any clinic tablet or desktop

How It Works

Open a browser.
Start measuring.

01
Open in browser

No install. No plugins. AROMatic runs entirely in Chrome on any device with a webcam.

02
Position patient

On-screen guides walk the patient through positioning for each test view — front, top-down, or side.

03
Measure

Computer vision tracks facial landmarks in real time. Endpoints are detected automatically. Results appear instantly.

04
Export report

Results are displayed with reference norms and exported as CSV for your patient record or EMR.

Coming Soon

Be first to know
when AROMatic launches.

Sign up and we'll send you one email when pricing and availability are announced.

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About

Precision instruments
for modern practice.

AROMatic is developed by Cubic Labs LLC, an instrumentation and measurement science company based in Lafayette, Indiana. The application applies computer vision and pose estimation techniques to a problem that has gone unsolved in clinical practice for decades: making cervical range-of-motion measurement objective, repeatable, and fast.

Cubic Labs is a participant in the MBXax Business Acceleration Program.

Developer Cubic Labs LLC
Location Lafayette, Indiana, USA
Technology MediaPipe computer vision · Web browser-based · No install
Classification General wellness software per 21st Century Cures Act
Reference standards Youdas et al. (1992) · AAOS normative values · White & Panjabi (1990)

Disclaimer

AROMatic is a general wellness software tool intended for clinical demonstration and documentation support purposes only. It is not a medical device, has not been cleared or approved by the U.S. Food and Drug Administration, and is not intended to diagnose, treat, cure, prevent, or monitor any medical condition. Measurements produced by this software should not be used as the sole basis for clinical decision-making. AROMatic is classified as general wellness software under the 21st Century Cures Act and applicable FDA guidance. All clinical decisions remain the sole responsibility of the licensed healthcare practitioner. © 2026 Cubic Labs LLC. All rights reserved.