MicrocosmWorksNag-iinobasyon at Nagdidisenyo ng Digital Cosmos
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MicrocosmWorksNagpapabago at Nagdidisenyo ng Digital Cosmos

Nagbibigay ng mga solusyong IT na mahalaga. Kami ay masigasig sa teknolohiya, seguridad, at pagtulong sa mga negosyo na lumago sa pamamagitan ng maaasahan, makabagong IT infrastructure.

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Lahat ng SolusyonMga Wellness at Fitness AppsAI Video PlatformPag-unlad ng AI Agent

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Kumpanya

Tungkol sa AminMakipag-ugnayanAng Aming Gawain

Mga Serbisyo

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Patakaran sa PagkapribadoMga Tuntunin ng Serbisyo
Bumalik sa mga Case Study
Health WellnessNa-publish June 18, 2026 · Na-update May 25, 2026

AI-Driven Health & Wellness Platform with Personalized Guidance

A health-tech startup aimed to create a comprehensive wellness platform that combines health tracking, nutritional guidance, and AI-powered coaching into a single mobile experience.

Pag-usapan ang Iyong Proyekto
ai-health-wellness-platform.webp
Health Wellness
Domain
10
Technologies
4
Key Results
Delivered
Status

Ang Hamon

Users struggled with fragmented health management across multiple apps. Key pain points included:

  • No unified platform for meal tracking, mood logging, sleep monitoring, and activity tracking
  • Generic health advice that didn't account for individual health data
  • Lack of integration with device health APIs (Apple Health, Google Fit)
  • No intelligent guidance system to answer health-related questions contextually

Ang Aming Solusyon

We built a full-stack health and wellness platform with an AI-powered chatbot that delivers personalized recommendations based on tracked health data.

Architecture

  • Mobile App: React Native (Expo 52) with Zustand state management
  • Backend: NestJS with MongoDB, Redis caching, and JWT authentication
  • AI Engine: OpenAI integration via LangChain for contextual health guidance
  • Admin Dashboard: React/Vite with Ant Design for content management
  • Infrastructure: AWS S3 (file storage), AWS SES (email), Firebase (push notifications), Sentry (error tracking)

Key Features

  1. Comprehensive Health Tracking - Meals, mood, sleep, weight, and activity logging
  2. AI Chatbot - OpenAI-powered conversational assistant for health queries
  3. Recipe & Meal Planning - Ingredient management with grocery list generation
  4. Device Integration - Apple Health and Google Fit synchronization
  5. Video Library - Curated activities and mood-improvement content
  6. Push Notifications - Personalized reminders via Firebase and Expo

Mga Resulta

User Engagement: Unified tracking increased daily active usage
Personalization: AI chatbot provided context-aware health guidance
Platform Reach: iOS and Android from a single React Native codebase

Technology Stack

React NativeExpoNestJSMongoDBRedisOpenAILangChainAWS S3/SESFirebaseStripe

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Tuklasin ang higit pa sa aming mga teknikal na implementasyon

Health Wellness

Admin Dashboard at Content Management System ng Plataporma sa Kalusugan

Ang plataporma sa kalusugan ay nangailangan ng matatag na interface ng pangangasiwa para sa mga propesyonal sa pangangalaga ng kalusugan, nutritionist, at content manager upang pamahalaan ang nilalaman, mga user, at mapagkukunang pangkalusugan ng plataporma.

Basahin ang Case Study
AI Accounting

Pagpoproseso ng Invoice na Pinapagana ng AI gamit ang OCR at Integrasyon ng QuickBooks

Isang katamtamang laking negosyo na nagpoproseso ng daan-daang invoice ng vendor buwan-buwan ang kinailangan alisin ang manu-manong pagpasok ng data sa pamamagitan ng awtomatikong pagkuha ng data ng invoice gamit ang AI/OCR at direktang i-sync ito sa QuickBooks para sa bookkeeping at pagsubaybay sa pagbabayad.

Basahin ang Case Study

Handa nang Baguhin ang Iyong Negosyo?

Pag-usapan natin kung paano namin mailalapat ang katulad na mga solusyon sa iyong mga hamon.

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Security: File scanning (ClamAV), CSRF protection, JWT auth, and Sentry monitoring
Video Encoding

Client-Side Ad Insertion (CSAI) na may pag-parse ng SCTE-35 Marker at Integrasyon ng Multi-Platform Player

Isang platform para sa video streaming ay nangangailangan na magpatupad ng Client-Side Ad Insertion (CSAI) sa mga web, mobile, at connected TV apps — na nagbibigay-daan sa mga personalized, device-level na karanasan sa ad na may buong suporta sa interaksyon ng ad (mga clickable overlay, companion banner, skip button) na hindi kayang ibigay ng server-side insertion.

Basahin ang Case Study

Mga Madalas Itanong

MicrocosmWorks designed the AI guidance system to operate within evidence-based wellness domains like nutrition optimization, sleep hygiene, stress management, and exercise programming, with explicit boundary guardrails that redirect medical symptoms and diagnostic questions to healthcare providers. The personalization engine adapts recommendations based on user-reported outcomes, biometric data from connected wearables, and declared health goals while maintaining clear disclaimers about the non-medical nature of the guidance.

Yes, MicrocosmWorks built an adaptive program engine that monitors daily user interactions, goal progress, and engagement metrics to dynamically adjust the wellness program in real-time. If a user consistently skips meditation sessions but engages well with breathing exercises, the AI shifts the mindfulness component to emphasize techniques the user actually follows, maintaining overall program effectiveness while respecting individual preferences and behavioral patterns.

MicrocosmWorks implemented HIPAA-aligned data handling practices including AES-256 encryption at rest, TLS 1.3 for all data in transit, role-based access controls, and a privacy-first architecture where personal health data is never used for advertising or shared with third parties. Users have full control over their data through a self-service portal where they can export all personal information or request complete account deletion with verifiable confirmation.

Yes, MicrocosmWorks built the platform with a multi-tenant architecture that supports full white-labeling including custom branding, domain names, wellness program templates, and content libraries for each organizational client. Corporate wellness administrators get their own dashboard to track aggregate engagement metrics, customize available programs, and manage employee onboarding, while the underlying AI engine and infrastructure are shared efficiently across all tenants.

MicrocosmWorks develops AI health and wellness platforms at rates of $25-$45/hr, with an MVP including personalized guidance engine, user profiles, wearable integration, and program management typically requiring 4-6 months of development. The AI personalization layer uses cost-efficient LLM APIs combined with cached response patterns, keeping the per-user inference cost under $0.50 per month even with daily personalized interactions.