It embeds guided capture in your app; your backend relays photos to the API and receives structured body data to store, chart, and trigger on. It supports onboarding, progress tracking, and review across the remote-care flow.
FitXpress for Telehealth & Digital Health
Structured Body Data for Telehealth & Digital Health Programs
Turn two smartphone photos into standardized body measurements, body composition outputs, and longitudinal tracking — in under a minute, via API.
Trusted by healthcare, digital health & remote-care teams
The Problem
Why progress tracking breaks at scale
Remote programs lose engagement when progress is invisible or untrustworthy. The common methods each fail in a different way.
Questionnaires & self-report
Weak on trust, auditability, and meaningful progress.
Manual scale / self-taken photos
High friction, easy to manipulate, weak for a modern experience.
In-clinic assessments
Trusted, but too infrequent for remote-first, longitudinal programs.
Consumer photo apps
May look polished, but weak on validation, governance, and workflow fit.
Quick Answer
What is FitXpress for telehealth?
FitXpress turns two smartphone photos into repeatable body metrics delivered via API for telehealth.
Input
2 guided photos (front + side); customer-defined onboarding inputs.
Output
80+ ISO-compatible measurements, body composition, 3D model, progress history.
Speed
Structured results in under a minute, no manual review.
Repeatable
<1 cm typical difference between back-to-back scans.
Deployment
API + Web SDK, white-label, HIPAA-aware, GDPR-aligned, photos deleted after processing.
How It Works
Turn two photos into structured telehealth data
FitXpress embeds guided AI auto-capture into your digital experience, processes front and side photos, and returns structured body data your platform can use for monitoring, progress visibility, and reporting.
1
Quick onboarding inputs
Customer-defined parameters: gender, age, height, weight.
2
Guided capture
Instant feedback for correct pose, framing, and distance — fewer rejected scans and consistent inputs scan after scan.
3
Built-in quality checks
Live capture helps reduce the risk of edited, AI-generated, or otherwise manipulated images. Closing detection flags clothing that may affect scan quality and can trigger a rescan prompt.
4
Structured scan results in under 45 seconds
80+ body measurements, body composition (body fat %, lean/fat mass, BMI, BMR), and a 3D model — ready for monitoring, progress, and reporting.
What each scan returns
Visual and numerical progress data inside your experience
FitXpress surfaces visual and numerical progress data inside your product experience, helping members and care teams understand changes across scan sessions.
Accurate 3D body models
Visual body representation for comparing scan sessions over time.
Smart scales
Verification support
Body composition outputs
BMI, BMR, Fat %, lean body mass, fat body mass.
August, 9th
Weight: 155 lb
Bust: 42.5''
Waist: 39.7''
More
November, 17th
Weight: 150 lb
Bust: 39,1''
Waist: 35,4''
More
Progress comparison
Scan-to-scan trends for longitudinal tracking.
Comprehensive Measurements
Measurement outputs for structured review and trend analysis.
Enter your target weight
155 Lb
Goal Visualization
Set and visualize target weight and body changes.
Integration & Deployment
White-label body scanning for customer-controlled telehealth workflows
FitXpress fits customer-controlled workflows, consent flows, member messaging, and data policies. Guided capture runs inside your experience; structured results return via API.
Your app / site
SDK capture
customer environmentYour backend
Orchestrates API
customer environmentFitXpress API
Processing · photos deleted
Your backend
Receives outputs
customer environmentYour output UI
You design
customer environmentWe provide: 3DLOOK
- AI Pose validation and auto capture technology
- Photo processing & body modeling
- Structured results payload
- Integration documentation & support
You build
- Your member journey and onboarding flow
- Consent and privacy messaging
- Where and how results appear in your product
- Your decision rules and coaching workflows
Privacy and security note: Photos are processed to generate results and deleted after processing by default; retention is client-defined. Encryption in transit & at rest • HIPAA BAA support • GDPR-aligned privacy-by-design.
Sample outputs
What the API returns
Every successful scan returns a structured payload. Because the data is repeatable, you can build trustworthy progress comparisons between any two scans and project a predicted-target model.
3D body-progress comparison
Compare any two scans for a 3D progress model.
2D front/side progress renders
Lightweight before/after renders for member views.
Predicted-target 3D model
Project a goal-weight model from a successful scan.
Built for longitudinal tracking
Repeatable data makes the trend real change, not noise.
Optional • operational visibility
Centralized control with the FitXpress Admin Panel
For teams that want to autonomously view, manage, and export scan data, the Admin Panel displays all scans generated under API keys in a single, filterable interface.
Monitor scan activity
Track statuses — Success, Failed, Pending — across all records, no manual support requests.
Sort & filter
By date, gender, height, weight, age, or result.
Export to CSV
Bulk-select records and download. All scans are fully anonymized.
API & subscription visibility
API key, scan allowance, billing history, and next charging date.
Note: The Admin Panel complements integration, doesn’t replace it. Embed scanning in your product via API/SDK; use the panel when teams need monitoring, audit, or cohort export alongside it.
Workflow fit
Where FitXpress fits in the telehealth journey
FitXpress supports the full remote-care flow and lets programs define their own decision rules from scan results.
Book a demo
Baseline scan
Reliable, verified data from day one.
Progress review
Members and care teams review scan-to-scan progress beyond self-reported data.
Care-team review
Care teams can prioritize members who may need review.
Program insights
Clear visibility into what works at scale.
Trust & validation
Engineered for repeat scans — repeatability over a single number
For remote programs that depend on repeat scans, repeatability matters as much as one-time accuracy: you need to trust that a change between scans is real, not measurement noise. FitXpress averages under 1 cm between back-to-back scans — engineered for trustworthy longitudinal data.
<1 cm
Avg back-to-back difference
ISO
8559-1:2017
Benchmark alignment
27·8·14·8
Subjects · stations · companies · countries
1,152
Data points over 4 days
Acknowledged by
Comparison
FitXpress vs. in-clinic scans vs. consumer photo apps
In-clinic DEXA/BIA is accurate but needs a visit. Consumer photo apps are convenient but rarely validated or repeatable enough for trustworthy trends. FitXpress provides remote, validated, and repeatable data that repeat-scan programs depend on.
| FitXpress | In-clinic DEXA / BIA | Consumer photo apps | |
|---|---|---|---|
| Location | Remote, in your app | Clinic / facility | Remote |
| Capture quality | Guided, real-time validated | Equipment-bound | Usually unguided |
| Validation | ISO 8559-1:2017 benchmark | Varies by device | Rarely named |
| Output | Structured API + 3D model | Report / PDF | App-only, limited |
| Data control | You own it; photos deleted after processing | Facility-bound | Varies |
Frequently asked questions
General questions
How does FitXpress fit into a telehealth or digital-health workflow?
How accurate and repeatable is it?
3DLOOK delivers accurate, repeatable results when scans are captured under the right conditions, and a built-in guided capture flow helps produce consistent, reliable body data across repeated scans.
How are photos handled?
Photos flow through your backend to the API and are deleted after processing by default; retention is client-defined. Encryption in transit and at rest; HIPAA BAA support; GDPR-aligned.
Does FitXpress provide a diagnosis?
No. It provides structured body data to support workflow; it is not a diagnostic tool or a replacement for clinical judgment.
Scanning questions
Does it require special hardware?
No. Just a smartphone — two guided photos, no turntable, no wearables.
What does the user need to complete a scan?
A smartphone and two guided photos (front and side) in a simple, validated flow.
Can members scan themselves?
Yes. Guided capture with real-time validation lets members self-scan with consistent quality.
Can members upload existing photos?
No. Capture runs through the guided SDK to preserve scan quality and repeatability.
How fast are results available?
Structured results return in under a minute, with no manual review.
Product questions
What does each scan return?
80+ ISO-compatible body measurements, body composition outputs, body progress outputs, and additional capabilities such as Smart Scales and Future Body — as a structured JSON payload.
What makes it different from a consumer body-scan app?
Validated repeatability for longitudinal tracking, an ISO-aligned multi-stakeholder benchmark, and a clean white-label integration boundary you control.
Can we white-label the experience?
Yes. Onboarding, consent, processing states, and output UI are yours; the guided capture stays standardized to protect scan quality.
Does FitXpress require backend integration?
Yes — the recommended model relays photos through your backend, keeping credentials, orchestration, and data control in your environment.
Last updated: July 2026
Get started
See how FitXpress fits into your remote-care workflow
Book a demo to review the scan flow, sample outputs, integration model, and privacy considerations for your telehealth or digital-health use case.
