Updated March 2026

Roadmap

Most digital products personalize based on a static Profile—who a user is and what they did last month. We believe the real unlock is State—how someone is actually living right now.

Sleep, activity, stress, and recovery levels shape our motivation, attention, and decision-making. Behavior can often appear random, but it is deeply physiological. A user who hasn't slept in 48 hours is effectively a different person than they were on Monday morning. Sahha exists to unlock and interpret that context.

Sahha makes human state computable. We aggregate fragmented health data and standardize it into actionable signals. This allows products to move beyond static dashboards and into adaptive engagement—where timing, tone, and recommendations change dynamically based on the user's current reality.

1. Unlocking Core Data

High-fidelity data is the foundation of accurate state modeling.

Q1 2026

Core Aggregators

Seamlessly sync with Apple HealthKit, Google Health Connect, Samsung Health, and Huawei Health via SDK.

Ongoing

Direct Platform Integrations

Higher-resolution, lower-latency data sync via Web.

Garmin, Oura, Whoop and more

Q2 2026

Expanding Data Domains

Support for Nutrition, Blood Reports, and Reproductive Health.

Adds metabolic and hormonal context to behavioral modeling.

Face Scan

Contactless vital sign capture via camera.

Reduces friction for users without wearables.

2. Making State Measurable

From raw data to behavioral signals.

Q1 2026

Engagement Tracking

Analytics to measure how health states impact product retention and frequency.

Understand the "why" behind user churn or power-user behavior.

Ongoing

Context Tagging

An API for "ground truth" behavioral context.

Label events (e.g., "Medication") or states (e.g., "High Stress") to see their impact on biology or business outcomes.

Q2 2026

Audience Segmentation

Group users by dynamic state (e.g., "Low Recovery") rather than static demographics.

Q3 2026

BI Analytics

Deep-dive reporting for enterprise decision making.

Q4 2026

Correlation Insights

Connect physiological data directly to health or business outcomes (like revenue and engagement).

3. Activating State

Turning understanding into action.

H2 2026

Recommendations API The Trigger Engine

A versatile API to automate the "next best action."

Deliver personalized content, retail products, or clinical interventions based on live context.

H2 2026

Smart Journey Builders The Path Optimizer

Dynamically adjust a user's long-term path within your app.

Automatically shift journey intensity or messaging tone based on how a user is living.

H2 2026

AI Agents The Execution Layer

Intelligent health assistants that act on behalf of the user.

Powering autonomous coaching and proactive health management systems.

Sahha

The Bigger Picture

When human state becomes computable, personalization becomes precise, AI becomes grounded, and engagement becomes adaptive. Sahha is building the infrastructure for the next generation of behavior-aware products.

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