passio.ai provides a nutrition AI platform that enables apps to add food recognition, barcode scanning, voice-based logging, and database-powered food tracking via SDKs and APIs.
passio.ai is an AI-powered nutrition intelligence platform that enables developers to embed advanced food tracking capabilities directly into their apps. Its primary purpose is to simplify and automate food logging by combining computer vision, natural language processing, and a comprehensive nutrition database into a single, scalable SDK and API. With passio.ai, product teams can quickly add accurate, user-friendly nutrition tracking without building complex AI infrastructure from scratch.
The platform offers image recognition to identify foods from photos, barcode scanning to read packaged products, and voice logging to capture meals through spoken input. It connects these inputs to a large, structured food and nutrient database, enabling precise macro and micronutrient analysis. Developers can integrate the SDK on mobile or web, customize the user experience, and leverage cloud-based or on-device processing depending on performance and privacy needs. The system is designed for scalability, supporting high-volume consumer apps while maintaining fast recognition and reliable data outputs.
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