Passio provides developers with Nutrition-AI SDKs and REST API tools to bring efficient food logging and nutrition intelligence into their apps. Users can upload photos of meals, speak to log foods, or scan barcodes to capture food items; Passio recognizes ingredients, serving sizes, and nutritional information. The SDKs support on-device and cloud image recognition, allowing apps to optimize speed, privacy, or depth of detection based on use. A searchable food database with 2.5M+ items powers accurate nutrition facts, and the Nutrition-AI Advisor feature offers personalized guidance and meal planning. Trends, macros, and micronutrients are tracked over time, helping users stay on target. With flexible token-based pricing and support across mobile and web platforms, Passio delivers scalable, nutritious intelligence to health, fitness, and wellness applications.

Key Features:

• Image recognition to detect foods from meal photos

• Voice logging of meals using natural language input

• Barcode scanning for packaged foods

• Large searchable database

• Nutrition-AI Advisor for personalized guidance

Industries:

• Health & Wellness

• Fitness & Nutrition Apps

• Mobile & Web Development

• Food & Diet Tracking

Passio is ideal for app developers and wellness brands looking to add robust nutrition tracking and food recognition features. For example, a fitness app can use Passio to allow users to log meals via photo or voice, automatically recognizing foods and estimating nutrition. A diet-focused app could scan barcodes to log packaged foods, track macros and micronutrients, and show trend graphs. Wellness brands could integrate the Nutrition-AI Advisor to give personalized guidance or suggest meal plans. On-device recognition helps with privacy and speed; cloud recognition enables multi-food scene detection. Token-based pricing lets projects scale. Developers can embed SDKs on iOS, Android, React Native, or use REST API on web. Tracking progress over time, users see improvements and stay engaged. Brands improve retention by reducing friction in logging and enhancing accuracy. Analytics help identify most logged foods and popular trends. Ultimately, Passio enables applications to deliver a richer nutrition experience with minimal development overhead.