HOBA transforms raw lab tests into clean, science-based, AI-ready medical data for any digital health product.
Current Status
MVP live: ingestion → structuring → interpretation working end-to-end
Fully autonomous local pipeline with no external APIs
Technical optimization already allows the system to run on minimal GPU resources
160 early users tested the product with strong feedback
B2B pilot with a nutrition platform (3,000+ specialists), confirming real need
Early interest from digital health and AI platforms
Problem or Opportunity
Millions of people receive lab results they don’t understand.
Digital health apps and AI systems can’t use this data — formats differ, nothing is standardized, and
interpretation still depends on doctors.
As a result, most biomedical data stays unused and personalized medicine never happens.
Solution (product or service)
HOBA reads and structures lab tests from any source and converts them into clean, AI-ready medical data for digital health products.
We use science-based, nutrition-focused logic to interpret biomarkers and generate clinically meaningful insights.
The entire pipeline runs locally end-to-end, producing ready-to-use structured data and interpretations with no external APIs.
Business model
B2B SaaS subscription, API usage fees per processed biomarker, and enterprise licensing for clinics, labs, and digital health products.
