Passio

Passio provides nutrition intelligence infrastructure for developers of healthcare, digital health and wellness applications. Its SDK and REST API convert unstructured meal input, such as food photos, descriptions or searches, into structured nutrition data that apps can use for food logging, adherence tracking and reporting. The company positions the platform for preventive care, chronic disease management including GLP-1 programs, and consumer wellness apps, and says nutrition data and AI outputs are available in multiple languages.

The product is aimed at product and engineering teams that want to add food recognition and nutrition tracking without building their own models and food database. Food recognition and nutrient estimates can be imprecise, so clinical uses should include appropriate review; the API was not tested for this listing.

Pricing is monthly and token-based. Starter costs $99 per month with one million tokens included and refills at $25 per million tokens. Growth costs $599 per month with five million tokens and refills at $10 per million, adding model switching and usage insights. Pro costs $2,999 per month with 100 million tokens and refills at $2.50 per million. According to the pricing FAQ, automatic refills are enabled by default and charge the account when tokens run out, so teams should set limits that match their budget.

Use of the SDK and API is governed by Passio's AI tools license terms, and its privacy policy describes how the company handles personal information.