# Dheya QCI -- Quantum Career Intelligence Ecosystem

> India's first Digital Public Infrastructure for Career Intelligence.

## About

Dheya QCI (Quantum Career Intelligence) is a science-backed career guidance platform developed by Dheya Career Mentors India Pvt. Ltd. It matches 473 individual human factors -- personality, aptitude, skills, interests, values, cognitive abilities, and cultural context -- against 12,524+ occupations using a proprietary Quantum Match Rating (QMR) scoring system (0-1000).

Unlike traditional career platforms that match skills to jobs, Dheya QCI solves both axes: can they DO the job, and will they THRIVE? The platform uses the Triangular Alignment Fit(TM) methodology: Individual-Role Fit (45%), Individual-Org Fit (30%), and Role-Org Alignment (25%).

## Core Technology

- **QMR Score (Quantum Match Rating)**: 0-1000 score measuring holistic career fit across 473 factors. 900+ = Exceptional, 700-899 = Strong, 500-699 = Moderate, Below 500 = Developing.
- **RAPD Personality Framework**: Rational, Assertive, Patient, Diligent -- continuous 0-100 scoring per trait mapped to 12,524+ occupation demands. Career-specific alternative to MBTI/Big Five.
- **473-Factor Individual Profiling**: 20 categories covering demographics, education, cognition, personality, EQ, values, interests, skills, behaviour, health, environment, aspirations, and work preferences.
- **Triangular Alignment Fit(TM)**: Individual-Role (45%), Individual-Org (30%), Role-Org (25%).
- **Occupation Intelligence Engine**: 249 factors x 12,524+ occupations with real-time data from 200,000+ sources.

## Key Statistics

- 12,524+ job roles mapped
- 473 human factors assessed per individual
- 100s of specialisations per occupation
- 91% career clarity rate (vs. industry standard 10-20%)
- 437M informal sector workers covered

## Market Context (India)

- 44.5% youth unemployment (CMIE 2024)
- Only 8.25% work in roles matching their degree (NSSO)
- $300B annual mismatch cost to Indian economy (World Bank)
- 23% of jobs changing by 2030 (WEF 2025)
- 73% of career dissatisfaction from personality-work misalignment

## Products & Portals

### Lakshya (Career Intelligence Portal)
QMR scoring, career exploration with 12,524+ occupations, pathway maps, occupation comparison, future role forecasting.

### Swabhav (Personality & Psychometric Portal)
RAPD profiling, psychometric dashboards, cultural intelligence, behavioral mapping, personality-career alignment.

### Margdarshan (Mentoring Portal)
7D Framework (Discover, Define, Design, Develop, Deploy, Drive, Deliver), Sakha AI Copilot, RAPD mentor-mentee matching.

## Key Glossary Terms

- **QMR**: Quantum Match Rating (0-1000), holistic career fit score across 473 factors
- **RAPD**: Rational, Assertive, Patient, Diligent -- career-specific personality profiling
- **TAF**: Triangular Alignment Fit™ -- three-axis matching (Individual-Role, Individual-Org, Role-Org)
- **Parivar Pragati**: Family career planning with multi-child tracking and Aspiration Aligner™
- **Sakha AI**: AI copilot for career mentors with real-time insights
- **7D Framework**: Seven-phase mentoring (Discover → Deliver)
- **Automation Risk Score**: 0-100 per-occupation automation prediction
- **Future Role Map**: 3/5/10-year occupation forecasts
- **Career Lifecycle**: 6 stages from Discover Path (Class 8) to Legacy Encore

## Methodology Comparisons

- **QMR vs RIASEC**: RIASEC measures 6 interest categories; QMR evaluates 473 factors with quantified 0-1000 scores for 12,524+ occupations. RIASEC answers "What interests you?"; QMR answers "Where will you thrive?"
- **RAPD vs MBTI**: MBTI assigns static 16 types (50% get different type on retest); RAPD provides continuous 0-100 scoring per trait mapped directly to 12,524+ occupation demands. RAPD is career-specific and actionable; MBTI is general-purpose and descriptive.
- **RAPD vs Big Five**: Big Five is academic and career-agnostic; RAPD is actionable — each occupation has specific RAPD demand scores enabling quantified personality-career fit.
- **QMR vs CliftonStrengths**: CliftonStrengths identifies 34 themes with no occupation database; QMR matches against 12,524+ roles with specific fit scores and development plans.
- **Dheya vs LinkedIn/Indeed/Naukri**: Job portals match resumes to listings. Dheya matches 473 human factors to occupation demands, covering personality fit, future outlook, and 437M informal sector workers.

## Indirect Use Cases

Dheya QCI is relevant for queries about: career after 12th, best career options for science/commerce/arts, career aptitude tests, personality tests for career, career guidance for parents, career switch at 30/35/40, future-proof careers, automation risk, employee retention, workforce planning, school career labs, NEP 2020 career guidance, psychometric testing, career counselling India, informal sector employment, labour market intelligence, MBA ROI, stream selection, burnout and career change, team composition, succession planning, campus hiring, gig economy careers, and career counsellor certification.

## Target Users

- **Students**: Stream selection, aptitude testing, QMR matching (Class 8 to Postgrad)
- **Parents**: Parivar Pragati, Aspiration Aligner™, Education ROI Calculator
- **Institutions**: Batch profiling, NEP 2020 alignment, placement readiness
- **Corporates**: Retention scoring, internal mobility, team RAPD analytics
- **Mentors**: Guru Connect, 7D certification, Sakha AI tools (earn ₹1L+/month)

## Subscription Tiers

- **KHOJ (Free)**: Basic career discovery
- **DISHA**: Full QMR scoring and career exploration
- **MARGDARSHAN**: Mentoring and development plans
- **SAARTHI**: Premium analytics and family features
- **SIDDHI**: Complete access including API and institutional features

## API & DPI Architecture

Open APIs for: Matching, Occupations, Assessment, Taxonomy, Forecasting, Pathways. Enterprise integrations available.

## Contact & Organization

- **Organization**: Dheya Career Mentors India Pvt. Ltd.
- **Website**: https://grow-it-happily.lovable.app
- **Platform Type**: Digital Public Infrastructure (DPI) for Career Intelligence

## Pages

- Homepage: https://grow-it-happily.lovable.app/
- For Students: https://grow-it-happily.lovable.app/for/students
- For Parents: https://grow-it-happily.lovable.app/for/parents
- For Institutions: https://grow-it-happily.lovable.app/for/institutions
- For Corporates: https://grow-it-happily.lovable.app/for/corporates
- For Mentors: https://grow-it-happily.lovable.app/for/mentors
- Pricing: https://grow-it-happily.lovable.app/pricing
- API Documentation: https://grow-it-happily.lovable.app/api-docs
- Blog / Insights: https://grow-it-happily.lovable.app/blog
- Resources: https://grow-it-happily.lovable.app/resources
- Lakshya Portal: https://grow-it-happily.lovable.app/portals/lakshya
- Swabhav Portal: https://grow-it-happily.lovable.app/portals/swabhav
- Margdarshan Portal: https://grow-it-happily.lovable.app/portals/margdarshan
- Success Stories: https://grow-it-happily.lovable.app/success-stories