3Dlook

Online fitness coaching programs need a consistent way to collect body measurements when clients and coaches are in different locations. A guided smartphone scan can support onboarding and recurring check-ins without requiring an in-person appointment. Op

GLP-1 Growth Is Changing How Weight-Management Programs Operate The market for glucagon-like peptide-1 (GLP-1) medications has expanded rapidly as their use has grown beyond diabetes care into weight management. Treatment is now delivered through teleheal

In conversations with UK online pharmacy teams, 3DLOOK heard concerns about patients using generative AI tools to alter body photos submitted as evidence of BMI for weight-loss eligibility. Some teams have described photo manipulation as a recurring issue

Scope note: This article is a tools-evaluation resource for GLP-1 clinics and virtual weight-loss teams, not medical advice. The role any output plays in eligibility, prescribing, or treatment decisions depends on the tool, its regulatory status, the prog

The engagement challenge in remote care Remote care can reduce the number of in-person touchpoints through which patients and care teams traditionally review progress. In a clinic, a patient steps on a scale, a nurse records the number, and a visible ritu

What is AI in telehealth? AI in telehealth supports work that happens before, during, and between virtual consultations. That work runs from patient intake and documentation to remote monitoring and follow-up. As remote programs grow, the challenge is not

Scope note: This hub covers AI applications inside fitness apps, digital coaching platforms, and body-transformation programs. Body data also supports clinical weight-loss programs, telehealth, and insurance workflows; those use cases are covered in their

Scope: This guide explains where 3DLOOK's FitXpress supports verified body-measurement workflows across health programs, from remote capture to structured outputs for review, documentation, and operational decision-making. For a broader context on artific

Use Case Summary Industry Sponsors, Contract Research Organizations (CRO), academic research networks, and decentralized clinical trial (DCT) platforms running obesity and metabolic studies Problem Manual anthropometric measurement creates site-to-site va

Use Case Summary Industry Occupational health providers, workforce screening vendors, workers' compensation administrators, multi-site employers Problem Manual intake and inconsistent body measurements slow occupational health screening throughput, and ca