# BODH-I: Award-Winning AI-Powered Mental Wellness Platform
Build a production-ready, startup-grade, healthcare-inspired web application called BODH-I (Behavioural Observation, Detection and Holistic Intervention).
The application must feel like a premium fusion of Apple Health, Headspace, Calm, Duolingo onboarding, and modern AI healthcare products.
The objective is to create a complete digital mental wellness ecosystem rather than a simple questionnaire website.
## Core Vision
BODH-I should provide:
* Psychological assessment
* Cognitive assessment
* AI-powered stress prediction
* Explainable AI insights
* Guided interventions
* Longitudinal monitoring
* AI companion support
* Calendar and reminders
* Wellness reporting
The application must look polished enough for:
* Research demonstrations
* Startup pitching
* Innovation competitions
* Healthcare showcases
* SIH and hackathon presentations
---
# Technology Stack
Frontend:
* Next.js 15
* TypeScript
* Tailwind CSS
* Shadcn UI
* Framer Motion
* React Three Fiber
* Three.js
* Lucide Icons
Backend:
* FastAPI
Database:
* MongoDB Atlas
Authentication:
* Firebase Authentication
* Google Login
* Email Login
Machine Learning:
* Gradient Boosting Regressor
* SHAP Explainability
Deployment:
* Vercel
* Render
---
# Design Requirements
Theme:
* Dark futuristic healthcare interface
Color Palette:
* Background: #020617
* Cyan: #06B6D4
* Purple: #8B5CF6
* Green: #10B981
* White accents
Design Style:
* Glassmorphism
* Aurora gradients
* Soft shadows
* Smooth animations
* Rounded cards
* Premium healthcare feel
Typography:
* Inter
* Plus Jakarta Sans
Animations:
* Framer Motion
* Smooth transitions
* Floating particles
* Neural effects
---
# Cinematic Intro Experience
When users first open the application:
Scene 1:
Black screen
Voice:
"Welcome to BODH-I."
Scene 2:
Neural particles appear
Voice:
"Every thought leaves a trace."
Scene 3:
3D glowing brain appears
Voice:
"Your brain continuously processes stress, emotions, sleep, and cognition."
Scene 4:
Camera enters brain
Highlight:
* Stress
* Anxiety
* Sleep
* Cognition
Voice:
"These systems are deeply connected."
Scene 5:
BODH-I reveal
Display:
BODH-I
Subtitle:
Behavioural Observation, Detection and Holistic Intervention
Button:
Begin Your Journey
---
# Authentication Module
Create:
1. Login Page
2. Signup Page
3. Forgot Password Page
Features:
* Email login
* Google login
* Password reset
* Validation
* Modern glassmorphism UI
---
# Onboarding Module
Collect:
* Full Name
* Age
* Gender
* Institution
* Occupation
Goal Selection:
* Stress Reduction
* Better Sleep
* Anxiety Monitoring
* Cognitive Wellness
Mood Selection:
😊 Happy
🙂 Calm
😐 Neutral
😔 Sad
😫 Stressed
---
# Dashboard
Create a premium wellness dashboard.
Display:
Mental Wellness Index
Stress Risk
Sleep Quality
Cognitive Performance
Mood Score
Assessment Completion
Weekly Progress
Today's Recommendation
Display charts:
* Stress Trend
* Sleep Trend
* Anxiety Trend
* Adherence Trend
---
# Assessment Center
Create separate modules for:
1. PSS
2. STAI
3. PSQI
4. VAS
Assessment UI must use:
* Progress bars
* Card selections
* Modern UX
Avoid:
* Dropdown-heavy forms
* Admin dashboard appearance
---
# Cognitive Lab
Include:
Trail Making Test A
Trail Making Test B
N-Back Test
Reaction Time Test
Use gamified interfaces.
---
# AI Prediction Module
Input:
Assessment data
Cognitive data
Output:
Predicted Stress Score
Risk Category:
* Low
* Moderate
* High
Confidence Score
---
# Explainable AI Module
Display:
Top Contributing Factors
Examples:
* Anxiety
* Sleep Quality
* Reaction Time
* Screen Time
Create SHAP-style visualizations.
---
# AI Companion
Create an AI chatbot.
Capabilities:
* Wellness support
* Assessment guidance
* Stress management suggestions
* Sleep recommendations
* Breathing recommendations
Example:
User:
"I feel stressed today."
Assistant:
"Based on your recent assessments, I recommend a 4-minute breathing session."
---
# Intervention Center
Create Box Breathing Module.
Modes:
* 4 Minute
* 6 Minute
* 8 Minute
Features:
* Animated breathing sphere
* Ocean sounds
* Rain sounds
* Forest sounds
* Session tracking
Breathing cycle:
Inhale
Hold
Exhale
Hold
---
# Progress Monitoring
Weekly monitoring across 7 weeks.
Track:
* Stress
* Anxiety
* Sleep
* Mood
* Adherence
Create trend dashboards.
---
# Smart Calendar
Calendar features:
Assessment dates
Breathing schedules
Follow-up appointments
Monitoring sessions
---
# Reminder System
Notifications:
Assessment reminders
Breathing reminders
Follow-up reminders
Monitoring reminders
---
# Reports Module
Generate downloadable PDF reports.
Include:
PSS Score
STAI Score
PSQI Score
VAS Score
Cognitive Scores
AI Analysis
Recommendations
Progress Summary
---
# Experience Rating
After assessments:
Allow users to rate:
* Ease of Use
* Helpfulness
* Comfort
Use 5-star ratings.
---
# High Risk Support Module
If risk is high:
Display:
High Stress Detected
Recommended Actions:
* Breathing Session
* Weekly Monitoring
* Counselor Referral
---
# Profile Module
Include:
Personal Information
Assessment History
Reports
Achievements
Settings
Logout
---
# Navigation Structure
Bottom Navigation:
Home
Assessments
Breathe
Insights
Profile
---
# Expected Result
The final application should feel like a premium healthcare startup product, not a student project.
It should combine:
Apple Health
Headspace
Calm
Modern AI products
Digital Therapeutics Platforms
The application should be visually stunning, highly interactive, mobile responsive, accessible, scalable, and ready for real-world deployment.
Landing
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System Requirements
System Requirement Document
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BODH-I: System Requirements Document
1. Introduction
BODH-I is an award-winning AI-powered mental wellness platform designed to provide a comprehensive digital mental wellness ecosystem. It is inspired by healthcare applications and aims to offer a premium experience akin to Apple Health, Headspace, Calm, and modern AI healthcare products. The platform targets young adults, particularly university and college students aged 18–30 years, to help them manage academic pressure, career uncertainty, sleep disturbances, anxiety, and stress-related challenges.
2. System Overview
BODH-I is a web application that combines psychological and cognitive assessments with AI-powered stress prediction and explainable insights. It offers guided interventions, longitudinal monitoring, AI companion support, calendar and reminders, and wellness reporting. The platform is designed to be scalable for future deployment across various institutions and organizations.
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3. Functional Requirements
As a User, I should be able to complete psychological assessments such as PSS, STAI, PSQI, and VAS.
As a User, I should be able to complete cognitive assessments like Trail Making Test A, Trail Making Test B, N-Back Test, and Reaction Time Test.
As a User, I should receive AI-powered stress predictions and explainable insights.
As a User, I should have access to guided Box Breathing interventions.
As a User, I should be able to monitor my progress longitudinally over 7 weeks.
As a User, I should receive AI-assisted wellness recommendations.
As a User, I should be alerted if I am at high risk and receive referral support.
As a User, I should experience a cinematic intro with a 3D interactive brain visualization when opening the application.
As a User, I should be able to log in using email or Google.
As a User, I should be able to sign up and reset my password.
As a User, I should be able to select my goals and mood during onboarding.
As a User, I should have access to a premium wellness dashboard displaying various mental wellness metrics.
As a User, I should be able to view assessment trends through charts.
As a User, I should be able to interact with an AI chatbot for wellness support.
As a User, I should be able to schedule and receive reminders for assessments and interventions.
As a User, I should be able to generate and download PDF reports of my wellness data.
As a User, I should be able to rate my experience after assessments.
As a User, I should be able to view and manage my profile, including personal information and assessment history.
4. User Personas
Young Adult/Student: Aged 18–30, experiencing academic pressure and stress, seeking mental wellness support.
Healthcare Professional: Interested in using the platform for research demonstrations and innovation competitions.
Administrator: Manages the deployment and scaling of the platform across institutions.
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5. Core User Flows
User logs in -> completes onboarding -> selects goals and mood -> accesses dashboard -> completes assessments -> receives AI insights -> engages in interventions -> monitors progress -> downloads reports.
User interacts with AI chatbot -> receives wellness recommendations -> schedules interventions -> receives reminders -> completes interventions -> updates profile.
6. Visuals Colors and Theme
primary: #06B6D4 (Cyan)
primary_light: #67E8F9
secondary: #8B5CF6 (Purple)
accent: #10B981 (Green)
highlight: #F59E0B (Amber)
bg: #020617 (Dark Blue)
surface: rgba(2, 6, 23, 0.8)
text: #FFFFFF (White)
text_muted: #9CA3AF (Gray)
border: rgba(255, 255, 255, 0.2)
7. Signature Design Concept
The BODH-I homepage will feature an interactive 3D brain visualization using the Sketchfab human brain model (ID: 7a27c17fd6c0488bb31ab093236a47fb) integrated with @react-three/fiber and three.js. Users can rotate and zoom into different brain regions, each representing a mental wellness aspect like stress, sleep, or cognition. Hovering over a region will display real-time data and insights, while clicking will trigger a cinematic transition into detailed assessments and interventions. The background will feature a dynamic aurora gradient, creating a calming yet futuristic atmosphere.
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8. Interaction Model & Motion Direction
The landing page will utilize a "parallax" interaction model, with layered depth via scroll. Neural particles and atmospheric elements will translate at different speeds, creating an immersive storytelling experience. Internal pages will feature "animated" interactions with smooth transitions and hover effects, enhancing user engagement without overwhelming the interface.
9. Non-Functional Requirements
The application must be highly responsive and accessible across devices.
It should support high scalability for future expansion.
Ensure data privacy and secure authentication mechanisms.
Provide seamless integration with AI models and machine learning algorithms.
The platform is initially targeted at young adults and students but should be scalable for other demographics.
The application must comply with data protection regulations relevant to mental health data.
The design should maintain a premium healthcare aesthetic.
12. Glossary
PSS: Perceived Stress Scale
STAI: State-Trait Anxiety Inventory
PSQI: Pittsburgh Sleep Quality Index
VAS: Visual Analogue Scale
TMT: Trail Making Test
AI: Artificial Intelligence
SHAP: SHapley Additive exPlanations
This document outlines the comprehensive system requirements for the BODH-I platform, ensuring it meets the needs of its target audience while providing a premium mental wellness experience.
BODH-I helps university students navigate academic pressure, anxiety, and sleep with explainable AI stress insights, guided interventions, and a calming, cinematic wellness experience built just for you.
Explore your mental wellness through interactive brain mapping
Drag to rotate the model, scroll to zoom, and hover any glowing region — stress, sleep, cognition, or mood — to reveal live wellness data. Click a region to dive into the matching BODH-I assessment.
Drag to rotate · Scroll to zoom · Click a region
Core Capabilities
Everything you need to understand your mind
BODH-I unites clinical-grade assessments, explainable AI, and guided interventions into one calming ecosystem built for young adults navigating academic pressure, anxiety, and sleep.
Psychological Assessments
Validated self-report scales measure perceived stress, anxiety, and sleep quality so you can see exactly where pressure is building.
PSSSTAIPSQI
Cognitive Assessments
Interactive tasks gauge attention, processing speed, and working memory to reveal how stress is affecting your mind in real time.
Trail MakingN-Back
AI Stress Prediction
Our model fuses psychological and cognitive signals to forecast your stress trajectory with explainable, transparent reasoning.
PredictiveExplainable
Guided Interventions
Step into calming Box Breathing sessions and evidence-based exercises tailored to bring your nervous system back to baseline.
Box BreathingWellness
Progress Monitoring
Track your wellbeing longitudinally across a 7-week journey with clear trend charts and milestone-driven reflections.
7-Week TrendsReports
AI Companion Support
A conversational wellness companion is available anytime to offer recommendations, encouragement, and gentle accountability.
Chatbot24/7
Assessment Suite
Two lenses on your mind: psychological & cognitive
BODH-I pairs validated psychological scales with interactive cognitive tasks, feeding both into explainable AI to map your stress, sleep, and focus over time.
Self-ReportPsychological Assessments
PSSStress
Perceived Stress Scale measures how unpredictable and overloaded you find your daily life over the past month.
STAIAnxiety
State-Trait Anxiety Inventory distinguishes momentary anxious feelings from your underlying anxiety tendency.
PSQISleep
Pittsburgh Sleep Quality Index profiles your sleep latency, duration, and disturbances across seven components.
PerformanceCognitive Assessments
Trail Making TestFocus
Trail Making A & B gauge visual attention, processing speed, and mental flexibility through timed sequencing.
N-Back TestMemory
The N-Back challenge tracks working memory and concentration by matching stimuli across previous steps.
Reaction TimeSpeed
Reaction Time Test captures alertness and psychomotor speed, revealing fatigue and stress-driven slowdowns.
Complete a guided assessment in under 10 minutes — your insights update instantly.
BODH-I pairs SHAP-based stress prediction with transparent, personalized wellness insights — so every number comes with the reasoning behind it.
Stress Prediction Engine
SHAP feature attribution
Live
0%
Predicted Stress Level
Moderate · Rising
Driven primarily by reduced sleep quality and elevated academic load this week.
Top Contributing Factors
Sleep Quality0%
Academic Load0%
Reaction Time0%
PSS Score0%
N-Back Accuracy0%
Real-Time Predictions
Continuous AI stress scoring updates the moment new assessment or cognitive data arrives.
Explainable AI (SHAP)
Every prediction is decomposed into the exact factors driving it — no black boxes.
Personalized Recommendations
Box Breathing and wellness guidance tailored to your unique stress signature.
Longitudinal Monitoring
Track your wellness trajectory across a 7-week journey with trend-aware insights.
0%
Prediction Accuracy
0K+
Insights Generated
0wk
Monitoring Window
0
Assessment Types
Interventions & Support
Wellness support that meets you in the moment
From guided breathing to an always-on AI companion, BODH-I turns insight into action. Hover a card to preview the experience — then swipe to explore more.
Guided Breathing
Box Breathing
Follow the expanding circle through a calming 4-4-4-4 cycle to down-regulate stress and steady your nervous system in minutes.
AI Companion
Chatbot Support
Talk through anxious moments with an AI companion that listens, reflects, and suggests personalized wellness recommendations.
Scheduling
Wellness Calendar
Plan assessments and interventions across your 7-week journey and lock in routines that fit around lectures and deadlines.
Smart Nudges
Reminders
Gentle, well-timed reminders keep your breathing breaks, check-ins, and assessments from slipping through the cracks.
Swipe or use the arrows · hover a card to preview
Who BODH-I Is For
Built for the people who need mental clarity
From students navigating academic pressure to the professionals and administrators who support them — BODH-I meets each persona with explainable insights and care.
Young Adults & Students
Ages 18–30 · University & College
Key Pain Points
Academic pressure, exam anxiety and career uncertainty
Sleep disturbances and stress they struggle to name
Mental wellness support that feels clinical or stigmatizing
How BODH-I Helps
PSS, STAI & PSQI assessments with explainable AI stress predictions
Guided Box Breathing and AI companion support on demand
7-week longitudinal progress monitoring that feels personal
Healthcare Professionals
Researchers & Innovators
Key Pain Points
Need credible tools for research demos and innovation competitions
Hard to surface why a stress prediction was made
Disconnected cognitive and psychological assessment data
How BODH-I Helps
Validated PSS, STAI, PSQI, VAS plus Trail Making & N-Back batteries
SHAP-based explainability that shows the reasoning behind insights
Exportable PDF wellness reports and longitudinal trend charts
Administrators
Deployment & Operations
Key Pain Points
Scaling a wellness platform across multiple institutions
High-risk cases need fast, reliable escalation pathways
Maintaining engagement without overwhelming staff
How BODH-I Helps
Scalable architecture ready for institutional deployment
Automated high-risk alerting with referral and support routing
Calendar, reminders and reporting that lighten operational load
Your wellbeing, reimagined
Start Your Mental Wellness Journey Today
Join thousands of students using BODH-I to understand their stress, complete evidence-based assessments, and follow guided interventions — all powered by explainable AI that puts you in control.
BODH-I helped me see exactly what was driving my exam-week stress. The explainable insights and box-breathing sessions became part of my routine — and tracking my progress over seven weeks actually kept me going.
Mousoom Samanta
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