OrthoGuide AI is a digital-native startup building phone-based posture and movement analysis. Record a short video or snap a photo, then receive personalized guidance, progress tracking, and matched orthopedic product recommendations.
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How It Works
No expensive equipment or clinic visits. Just your phone camera and a few seconds of your time.
Take a short video (5–10 seconds) or a photo of your posture from the front and side. No special setup needed.
Our computer vision model assesses your body's alignment, detects asymmetries, and identifies movement pattern deviations from visual posture data.
Get a personalized report with targeted exercises and matched orthopedic products tailored to YOUR body.
Why OrthoGuide AI
Unlike generic quizzes, we analyze your actual body — not your answers to a questionnaire.
Pose estimation and body-alignment analysis designed for accessible at-home posture screening.
Every recommendation is based on your unique alignment, movement patterns, and specific imbalances.
Re-assess anytime to see how your posture improves over days, weeks, and months.
Not sure which orthopedic product to buy? We match you with what actually helps your condition.
Product
OrthoGuide AI is software-first: users access the product online, complete a camera-based assessment, and receive personalized recommendations without a physical appointment.
Users upload or record short posture views and movement clips from a phone or laptop camera.
The platform turns visual signals into an easy-to-read report covering alignment, symmetry, posture patterns, and suggested next steps.
Recommendations combine targeted exercises, progress tracking, and orthopedic product suggestions matched to the user's assessment.
Business Model
We are building OrthoGuide AI as a globally available public web product with a digital assessment experience and online monetization.
Current stage: pre-launch waitlist and free early access for first users while the product is validated.
Planned model: paid advanced reports, recurring progress tracking, and marketplace or affiliate revenue from matched orthopedic products.
Distribution: public website, digital onboarding, and remote software delivery designed to support users beyond one local market.
Product
OrthoGuide AI is software-first: users access the product online, complete a camera-based assessment, and receive personalized recommendations — all without a physical appointment. The platform is designed for global accessibility from day one.
Users upload or record short posture views and movement clips from any phone or laptop camera. The system guides the capture process for consistent, usable frames.
The computer vision pipeline extracts key skeletal landmarks, measures angles and symmetry, and produces an easy-to-read report with actionable insights.
Recommendations combine targeted corrective exercises, progress tracking, and evidence-based orthopedic product suggestions matched to the user's assessment.
Pose estimation using deep learning models (MediaPipe / custom CNN) to extract 33 body landmarks from camera input. Symmetry scoring, angle measurement, and deviation analysis in real time.
Landmark data is processed through a multi-stage inference pipeline that classifies posture types, detects asymmetries, and generates personalized recommendations.
Serverless architecture on Google Cloud. Secure video upload, asynchronous processing, and HIPAA-compliant data handling with encryption at rest and in transit.
Rule-based and ML-driven matching system that maps detected conditions to a curated catalog of orthopedic products with affiliate/marketplace integration.
Public beta with core posture scan + AI report. Waitlist onboarding, user feedback collection, and model accuracy improvement. Current stage.
Launch of orthopedic product recommendation engine with affiliate marketplace. Paid advanced reports ($9.99/mo) and progress tracking.
Wellness program integrations for corporate clients. B2B API for chiropractors, physical therapists, and telehealth platforms.
Multi-language support, regional product catalog adaptation, and partnerships with global orthopedic distributors.
Business Model
OrthoGuide AI is a globally available, 100% digital platform. Revenue is generated through premium subscriptions and product marketplace commissions — no physical inventory, no clinic overhead.
Global Digital Musculoskeletal Health Market (2026 est.)
of adults with back pain prefer digital-first solutions
Digital-native · No brick-and-mortar
Basic posture assessment + summary report. Drives user acquisition and builds trust.
LaunchDetailed AI analysis, recurring progress tracking, personalized exercise plans, and ongoing monitoring.
$9.99/mo · Q4 2026Affiliate commissions & marketplace fees on matched orthopedic products (braces, supports, ergonomic equipment). Est. 15–25% margin.
Q4 2026White-label wellness programs for corporate clients, API licensing for telehealth platforms and physical therapy clinics.
Q1 2027SEO + content marketing (posture guides, back pain resources), social media (TikTok, Instagram Reels for virality), and targeted digital ads.
Affiliate relationships with orthopedic product manufacturers, chiropractor referral networks, and corporate wellness program providers.
Unlike questionnaire-based apps, OrthoGuide AI uses actual visual analysis. No hardware needed — just a phone camera. Lower cost than in-person assessment.
Subscription revenue (recurring) + transaction revenue (affiliate/marketplace). Low CAC through viral organic channels. Unit economics target 3x LTV/CAC.
Team
OrthoGuide AI is operated by ADVANCEDMEDICALPRODUCTS LLC, a Houston-based company building digital tools for posture analysis, orthopedic product discovery, and consumer musculoskeletal wellness. The founding team brings together expertise in AI engineering, digital product development, healthcare commerce, and startup operations.
Over a decade of diverse experience in marketing, sales, and pharmaceutical research. Leads Advanced Medical Products Ltd., driving innovation and growth in the field of orthopedic products. Mission-driven to empower healthcare providers with solutions that enhance patient outcomes, while fostering strategic partnerships and collaboration across the healthcare industry.
Technology and engineering lead responsible for OrthoGuide AI's AI architecture, computer vision pipeline, and cloud-native platform. Expertise in building scalable AI systems, full-stack development, and deploying production-grade machine learning models.
OrthoGuide AI is a product of ADVANCEDMEDICALPRODUCTS LLC (Houston, Texas, USA). We are building for a global audience from day one — with a remote team, cloud-native infrastructure, and a digital-only business model. No physical locations. No clinic partnerships required. Just software, AI, and a phone camera.
We are launching soon. Join the waitlist and be among the first to try the OrthoGuide AI digital assessment experience — free during early access.
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