AI Coaching

Build AI health coaches on data you control

Wearable data ingestion, documented health scores, and an AI insight engine — everything you need to build personalized coaching experiences without building the data layer from scratch.

The Problem

The data layer eats the roadmap

Most teams building an AI coaching product spend months on OAuth flows, webhook plumbing, and unit normalization before they write a single line of coaching logic. By the time the data layer works, the coaching idea has lost momentum.

What You Can Build

Coaching products on top of one data layer

Endurance Training Plans

Adjust training load recommendations based on real recovery and readiness data, not a fixed schedule.

Sleep Optimization

Coach users toward better sleep using documented sleep-stage and efficiency scoring.

Stress Management

Flag elevated strain or HRV drift and trigger a coaching intervention automatically.

Recovery-Aware Programming

Reduce or escalate a plan based on acute:chronic workload ratio, not guesswork.

Nutrition Timing

Correlate activity and recovery data with nutrition logging for context-aware suggestions.

How It Works

From wearable to insight

1

Connect

Users link the wearable they already own — no new hardware, no special app to download.

2

Score

Rabts normalizes the data and computes documented, explainable health scores automatically.

3

Act

Your product consumes the API or webhooks to trigger whatever comes next — an alert, a nudge, a dashboard update.

Why Rabts

Built for coaching products, not just dashboards

Documented Health Scores

Every score ships with its methodology — explain it to a user, don't just display it.

LLM-Agnostic AI Engine

Bring your own model — OpenAI, Anthropic, or anything else. Rabts feeds it structured data, not a black box.

Real-Time Webhooks

Trigger a coaching moment the instant new data lands, not on the next polling cycle.

One API, Every Wearable

Your coaching logic doesn't need a special case for each device your users own.

Build your coaching app

Create a free account and start pulling normalized wearable data into your coaching product today.

Create free account