Signal. Wearable health intelligence in your app, live in 8 weeks.

Signal turns your users' wearable data into a daily health score, personalized insights, and AI coaching. We bring the integrations, data layer, and clinical intelligence. Your team ships the experience.

Raw signals become insights your users act on

Sleep, HRV, activity, and readiness turn into a daily health score with personalized insights. Your users stop guessing what the numbers mean. Your team skips the data pipeline and analytics build.

Live wearable integrations your team doesn't have to own

We connect and maintain coverage across major wearable providers. Your engineers focus on product, not API drift, broken webhooks, or provider deprecations.

AI coaching that adapts to each user, not a template

Daily patterns become personalized recommendations across sleep, recovery, training, and stress. The model gets sharper as your user base grows.

Clinical-grade and compliant from day one

Built on healthtech infrastructure with HIPAA-ready architecture, audit logging, and data handling reviewed for regulated products.

Health intelligence

Imagine your app after Signal

Users stop staring at numbers and start knowing what to do next. Signal turns wearable inputs into clear health intelligence and personalized actions inside your product, not in a separate dashboard.

A daily health score that tells your users where they stand
Personalized insights across sleep, recovery, activity, readiness
AI coaching that adapts to each user's context
App-ready components and backend intelligence your team can extend

Discovery workshop

One day. Free. Yours to keep.

The fastest way to see what Signal does for your product is to map it to your users, your app, and your business model. We do that with you in a single workshop.

What happens

Surface trends, risk signals, and a daily health score that turns long-term goals into actions your users take today.

We review your product, users and wearable data value
We identify the best Signal use case for your roadmap
We map the first integration path inside your app
You leave with an implementation plan costed by phase

What you walk away with

A product-specific blueprint showing how wearable intelligence improves engagement, retention, and clinical outcomes in your app. Yours to keep, whether you work with Momentum next or not.

Book your Discovery Workshop

What happens after

Natural Language Input

Ask clinical questions in plain English: "Does this patient's diabetes history correlate with current symptoms?"

Three phases. Clear outcomes at each.

1
 

Blueprint

1 week

We map your product, users, data sources, and business goals to define the highest-value Signal use case.

2
 

Foundation

3 weeks

We set up the integrations, data model, and intelligence layer that powers your first wearable-based experience, including the health score logic tuned to your use case.

3

Intelligent

4 weeks

Signal lands inside your app as user-facing insights, coaching, dashboards, or workflows that feel native to your product.

$0 to start

No fixed platform fee. You commit when Signal is in your users' hands.

8 weeks

First Signal-powered experience live in your app, weeks not quarters.

3 to 4x faster

than building wearable integrations and intelligence in-house, based on Momentum's healthtech delivery benchmarks.

Proven in production

Built by the team behind Open Wearables

Open Wearables is the open-source foundation we use to ship Signal. Open infrastructure for wearable-powered health products, with broad provider coverage and an API-first architecture.

Open source on GitHub
API-first architecture
Production-ready in real healthtech apps
Coverage across major wearable data sources
Apple Health · Garmin · Whoop · Polar · Suunto · Strava · Samsung Health · Google Health Connect

Use-cases

Health intelligence across every healthtech vertical

01

AI Health Coaching

Wearable data becomes personalized coaching, habit formation, and behavior-change loops your users come back for.

02

Longevity and Preventive Health

Surface trends, risk signals, and a daily health score that turns long-term goals into actions your users take today.

03

Biomarker Testing

Combine lab results with continuous wearable signals for richer, more contextual diagnostic insight.

04

Digital Therapeutics

Drive adherence, monitoring, and personalized interventions with continuous, real-world data.

05

Consumer Health at Scale

Bring health scores and intelligence to large user bases without building data infrastructure from scratch.

Open to partners. Add Signal to your app. Make it yours.

Explore Momentum's solutions

Pricing

Pricing that matches how we deliver

Fixed price per phase by default. No SaaS fee. No license sitting on the shelf. For teams that want skin in the game, we also offer a hybrid model with an outcome bonus tied to metrics you measure inside your product.

See how it works

Testimonials

What clients say

"Thanks to Momentum, we got the reliability and health-data quality we needed to move fast with confidence."
Founder @ Health Monitor app
"Their team helped us bridge product, healthcare, and engineering. It felt like they actually understood what we were building."
Derek Schneider, CTO @ Gifthealth
"Momentum gave us more than developers, they gave us a partner who could think with us."
Paweł Sieczkiewicz, Founder @ Telemedi

Frequently Asked Questions

What is Signal?

Signal is a productized service from Momentum. We bring a wearable health intelligence framework into your app: data layer, integrations, health score logic, and AI coaching. Your team ships the experience on top, without building the infrastructure from scratch.

Is Signal a standalone app or something we add to our app?

Neither, exactly. Signal is a framework we add to your app as a service. We build it into your codebase during the 8-week engagement: backend intelligence, app-ready components, and the integrations behind them. Your users never leave your product, and your team owns what we ship together.

What wearable data sources can Signal connect to?

Signal connects to major consumer wearable providers via the Apple Health API, Garmin API, Whoop API, Oura Ring API, and others, covering sleep, HRV, activity, and readiness data. Coverage is built on Open Wearables, our open-source foundation, and expands as the ecosystem grows.

Do we need our own AI or data science team?

No. The intelligence layer, models, and health score logic are part of Signal. Your team focuses on product decisions and user experience, not building or training models.

How long does implementation take?

Your first Signal-powered feature goes live in around 8 weeks, across three phases: Blueprint, Foundation, and Intelligent UX.

Can Signal be customized to our use case?

Yes. We start every engagement with a Discovery Workshop that maps Signal to your product and users. From there we tailor the data model, the health score logic, the intelligence layer, and the in-app experience to your vertical.

How does pricing work?

Fixed price per phase by default, agreed during the Discovery Workshop based on your scale, model, and use case. For teams that want skin in the game, we also offer a hybrid model with an outcome bonus tied to metrics you measure inside your product.

Is Signal compliant for healthcare products?

Signal is built with compliance-ready architecture, audit logging, and data handling for regulated healthtech products. We work with your security team during implementation across HIPAA, GDPR, ISO 13485, and other relevant regulations.