Mental WellnessWeb + Mobile EcosystemLive product

Habitize

AI-powered emotional wellbeing ecosystem with real-time support, behavior insights, and therapist-ready workflows.

A multi-product mental wellness ecosystem consisting of Luna (AI emotional coach), Spark (mood-aware micro-activity PWA), a cross-platform mobile app, and a comprehensive backend platform, all working together to deliver personalized emotional support across web, mobile, and social channels.

Mental WellnessWeb + Mobile EcosystemLive productWebPWAiOSAndroidWhatsAppInstagram

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Project brief

Built for

Mental Wellness

Product type

Web + Mobile Ecosystem

Surfaces

Web, PWA, iOS +3

Delivery focus

Luna AI conversational coach with therapeutic-mode logic

Real product shipped with production architecture, not a throwaway prototype.

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Delivery footprint

The scale of what shipped.

Quick numbers to show the size, complexity, or scope of the system behind this case study.

119

Service Modules

Data Models

Platforms

AI Providers

Case Study

How the project moved from constraint to launch.

A concise read of the challenge, the system we designed, and what changed once the product reached production.

The Challenge

People struggling with emotional wellbeing needed more than a generic chatbot or habit tracker. They needed support that understands emotional context, provides actionable next steps, and creates continuity between everyday life and therapy.

Our Approach

We built a multi-surface ecosystem: Luna for AI-guided emotional conversations, Spark for mood-to-action micro-activities, a full-featured mobile app with mood tracking and assessments, and a robust backend powering therapist dashboards, multi-channel communication, and automated engagement workflows.

The Result

Shipped a production-grade platform spanning 119 service modules, 53 data models, and 43 route modules on the backend alone plus native mobile apps on iOS and Android, a PWA, and integrations across WhatsApp, Instagram, and push notifications.

Product Screens

The app experience.

Home

Mood Tracker

Journal

Spark Home

Spark Journey

Spark Rhythm

Spark Detail

Key Features

What actually shipped.

Selected capabilities and system details that mattered in the final product, not a padded feature checklist.

Luna AI conversational coach with therapeutic-mode logic

Spark PWA with mood-led micro-activity engine

Cross-platform mobile app (iOS + Android) with Expo

Real-time chat via WebSockets and SSE streaming

Multi-channel support: Web, PWA, iOS, Android, WhatsApp, Instagram

Therapist onboarding and analytics dashboards

B2B organization modules with Clerk-backed auth

RevenueCat in-app subscription management

Tech Stack

Built with reliable production tooling.

The stack was chosen to fit the product constraints, not to chase trends. These are the technologies behind the shipped system.

Next.jsReactReact NativeExpoTypeScriptNode.jsExpress.jsMongoDBRedisSocket.IOOpenAIGoogle GeminiLangChainRazorpayFirebaseAWS S3Sanity CMSRevenueCat

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{

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Building something with this level of complexity?

If you're planning a web + mobile ecosystem with real delivery constraints, we can help you scope it, make the technical calls early, and ship it properly.

Start a ConversationVisit Habitize

Direct technical conversations before scope gets expensive.

Full-stack product delivery from interface to backend to launch.

Clear tradeoffs and execution plans instead of vague agency promises.

Habitize

AI-powered emotional wellbeing ecosystem with real-time support, behavior insights, and therapist-ready workflows.

Mental WellnessWeb + Mobile EcosystemLive productWebPWAiOSAndroidWhatsAppInstagram

Project brief

Built for

Mental Wellness

Product type

Web + Mobile Ecosystem

Surfaces

Web, PWA, iOS +3

Delivery focus

Luna AI conversational coach with therapeutic-mode logic