Passio: Nutrition AI Platform
Passio helps software companies and healthcare providers add AI-powered food logging to their applications. It is designed for teams that need to convert photos, voice, or barcodes into structured nutrition data.
At a glance
- Category
- Data & Analytics
- Best for
- Software Companies, Healthcare Companies, Digital Health Platform Developers
- Pricing
- Plans start at $99/month for the Starter tier. Pricing is based on monthly token quotas, with Growth and Pro tiers offering higher limits. Volume discounts are available based on token usage.
- Key use cases
- Digital Health Platforms, Chronic Disease Management, Wellness Applications, Clinical Nutrition Tracking
- Official website
- www.passio.ai/
Passio is an AI-powered nutrition intelligence platform that provides Mobile SDKs and REST APIs for food recognition and analysis. It is designed for developers and companies building health, wellness, and clinical applications that require food tracking capabilities.
The tool supports multiple input methods, including image recognition for meals, voice logging for natural language descriptions, and barcode scanning for packaged goods. These inputs are matched against a database of over 3.5 million foods to provide structured nutritional data.
For business buyers, Passio is designed to reduce the engineering burden associated with maintaining food taxonomies and AI pipelines. It is built for regulated healthcare environments with a focus on secure infrastructure and high availability.
Buyers should evaluate the token-based pricing model to estimate their monthly costs based on expected user volume and the types of AI requests their application will make.
Key Features
Detects ingredients or complete meals from photos to identify food items.
Identifies packaged foods via barcodes and uses OCR to extract data from nutrition labels.
Interprets spoken meal descriptions and parses them into structured items.
Provides access to over 3.5 million foods, including global brands and recipes.
Offers integration options for iOS, Android, Flutter, React Native, and web applications.
Supports processing recognition locally on the device to keep data local.
Use Cases
Integrating structured nutrition intelligence for preventive care and population health monitoring.
Supporting adherence tracking and clinical workflows for programs such as GLP-1 management.
Adding meal logging via photos and voice to support user engagement.
Converting unstructured user inputs into analyzable data for clinical reporting.
Best For
Pricing
Plans start at $99/month for the Starter tier. Pricing is based on monthly token quotas, with Growth and Pro tiers offering higher limits. Volume discounts are available based on token usage.
FAQ
Passio uses a monthly subscription model starting at $99, which includes a set number of tokens. Additional tokens can be purchased or refilled automatically if limits are exceeded.
Passio does not currently offer free trials; billing occurs immediately upon purchasing a plan.
Passio provides support for iOS, Android, Flutter, and React Native via SDKs, as well as a REST API for web and backend applications.
The platform uses computer vision for photos, natural language processing for voice, and barcode scanning to identify foods from a database of 3.5 million+ items.
Source category: Data & Analytics
Source subcategory: Computer Vision
