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Nutrition-AI API and SDK that turns meal photos, voice, or barcode scans into structured nutrition data for health platforms.
What it does
Passio provides a nutrition intelligence platform for healthcare and digital health companies. It converts unstructured meal input — photos, voice, text, or barcode scans — into structured nutrition data covering macro and micronutrients, drawing on a database of over 3.5 million foods. The platform is delivered as an SDK and REST API built for regulated, high-volume production environments.
Core features
Image-based meal recognition
Voice and text meal logging
Barcode and nutrition label scanning
Semantic food search across 3.5M+ structured foods
Macro and micronutrient breakdowns via API
MealPlan AI meal-planning feature
Multi-language nutrition data support
Enterprise-grade cloud infrastructure with high uptime
Best for
→Powering food-logging features in a digital health app
→Tracking dietary adherence for GLP-1 or chronic care programs
→Adding structured nutrition data to a wellness or fitness platform
→Population-level nutrition monitoring for preventive care programs
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