Passio

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Passio is a Wellness & Lifestyle tool that provides an AI-powered Nutrition Intelligence platform. It offers an SDK and REST API for integrating food recognition, barcode scanning, voice logging, and a massive nutrition database into health applications.

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At a glance

Pricing

Paid · Usage-based · Enterprise

Free tier

API

Yes

Skill level

Technical

About

What is Passio?

Passio offers a comprehensive Nutrition-AI Hub designed for healthcare and digital health platforms. It transforms unstructured meal input into structured, analyzable nutrition data using AI-powered recognition systems like image-based meal detection, voice/text input, barcode scanning, and semantic food search. The platform provides a normalized, healthcare-ready nutrition data layer with over 2.5 million categorized foods, macro/micronutrient breakdowns, and a consistent taxonomy. Built for regulated environments, Passio ensures secure, scalable, and reliable production-grade infrastructure, supporting preventive care, chronic disease management, and wellness applications. It significantly reduces product risk and accelerates time to market for health platforms by providing ready-to-integrate nutrition intelligence.

Best used for

Ideal for developers and product managers who need to integrate advanced nutrition intelligence into healthcare and digital health platforms, power adherence tracking for chronic disease management, and enable population-level health monitoring. Especially valuable for building scalable nutrition experiences with structured data and enterprise-ready infrastructure without developing complex recognition systems in-house.

Common actions

integrate nutrition AI

track food intake

analyze dietary data

build health apps

manage nutrition data

Capabilities

Key features

Image-based meal detection
Voice/text food input
Barcode/label scanning
Semantic food search
2.5M+ structured foods
Nutrition data API
Mobile SDKs

Target Audience

developerproduct managerstartup founder

Integrations

Not yet documented

Pricing & Plans

Paid · Usage-based · Enterprise · Starting at USD 300.00

Paid. Paid options start at $300/month, billed monthly.

FAQs

What are tokens and how are they used in Passio's pricing?

Tokens quantify usage of Passio services, with each action like an API request or Vision AI request consuming a specific number. Monthly plans include a set amount of tokens, and additional tokens can be purchased if the monthly limit is exceeded. Pricing rolls input and output token costs into a single average value.

What happens if I exceed my monthly token limit?

If you exceed your monthly token limit, Passio's billing portal allows for an automatic refill option, which is enabled by default. You will be billed at a rate of $2.50 per million tokens to top up. If auto-refill is off, the service will stop responding until more tokens are added manually.

Does Passio offer a free trial to test the service?

Currently, Passio does not offer free trials. Upon purchasing a plan, you will be billed immediately for the token credits. This pricing model helps cover the necessary costs to maintain the high-quality service provided by the Nutrition-AI Hub.

How does Passio ensure data security and compliance for healthcare environments?

Passio is built with healthcare-grade infrastructure, security controls, and operational reliability. It uses enterprise-grade cloud architecture with encrypted data at rest and in transit. The platform is designed to support regulated environments with access controls, audit logging, and operational safeguards, ensuring high availability and reliability.

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Clinical & Healthcare Pro Health & Fitness Gaming & Entertainment Mental Wellness Self-Improvement Medical & Symptom Checking

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AI Agents & Automation › AI Frameworks & Infra Coding & Development › Backend & APIs Coding & Development › Mobile Development

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