Passio

Built around a database of over 2.5 million food items and powered by multimodal AI that accepts photos, voice, barcode scans, and text queries, Passio enables the kind of frictionless nutrition logging that drives long-term user engagement in diet and wellness products.

The platform's photo logging capability is its most compelling feature for end-user applications. Users photograph a meal whether a single item or a plate of mixed foods and Passio's AI identifies all visible items, estimates portion sizes, and returns structured nutritional data in seconds.

This eliminates the manual search-and-log workflow that causes most users to abandon traditional calorie tracking apps within days of starting.

Passio's food database covers branded products, generic foods, restaurant items, and user-submitted recipes, with automatic updates that keep nutritional data current.

Barcode scanning pulls exact brand and nutritional information from over 2.5 million UPC codes, while OCR label reading extracts nutrition panel data directly from food packaging photographs covering virtually every food logging scenario a consumer application needs to address.

The AI Nutrition Coach functionality elevates Passio beyond a data lookup tool into an intelligent dietary advisor.

Users can ask the coach to log meals via natural language, request personalized meal plans, ask questions about their nutritional intake, and receive dietary recommendations based on their individual goals and consumption history. This conversational interface transforms passive tracking into active health guidance.