{"id":51065296,"url":"https://github.com/urbanmorph/kdem","last_synced_at":"2026-06-23T06:01:17.315Z","repository":{"id":332768637,"uuid":"1134767971","full_name":"urbanmorph/KDEM","owner":"urbanmorph","description":"Karnataka Digital Economy Mission dashboard","archived":false,"fork":false,"pushed_at":"2026-03-12T03:29:47.000Z","size":7035,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-03-12T08:25:58.060Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://kdem.vercel.app","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/urbanmorph.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":"supporting-docs/Dashboard_Key Issues Requiring Clarification.pdf","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-01-15T07:11:22.000Z","updated_at":"2026-03-12T03:29:51.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/urbanmorph/KDEM","commit_stats":null,"previous_names":["urbanmorph/kdem"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/urbanmorph/KDEM","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urbanmorph%2FKDEM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urbanmorph%2FKDEM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urbanmorph%2FKDEM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urbanmorph%2FKDEM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/urbanmorph","download_url":"https://codeload.github.com/urbanmorph/KDEM/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/urbanmorph%2FKDEM/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34677400,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-23T02:00:07.161Z","response_time":65,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-23T06:01:16.152Z","updated_at":"2026-06-23T06:01:17.266Z","avatar_url":"https://github.com/urbanmorph.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Karnataka Digital Economy Mission - Strategic Dashboard\n\n[![Dashboard Status](https://img.shields.io/badge/Status-Live-success)](https://github.com/sathya/kdem)\n[![Last Updated](https://img.shields.io/badge/Updated-January%202026-blue)](https://github.com/sathya/kdem)\n[![Data Quality](https://img.shields.io/badge/Data%20Quality-Verified-brightgreen)](https://github.com/sathya/kdem)\n\n\u003e Building Karnataka's $400 Billion Digital Economy by 2030\n\n## 🎯 Overview\n\nThis dashboard provides a comprehensive, public-facing view of Karnataka Digital Economy Mission's (KDEM) strategic progress toward building Karnataka into a $400 billion digital economy by 2030. It showcases:\n\n- **Vision 2030 Progress**: Real-time tracking of Karnataka's digital economy goals\n- **Beyond Bengaluru Initiative**: Distributed growth across 6 strategic clusters\n- **Strategic Roadmap**: 5-year implementation plan with milestones\n- **Competitive Positioning**: Karnataka's leadership vs. competitor states\n- **Measurement Framework**: Transparent data sources with confidence ratings\n- **Program Impact**: ELEVATE, LEAP, and other strategic initiatives\n\n---\n\n## 📌 Current Dashboard Status (v3.0)\n\n**✅ Production-Ready Dashboard**\n- **Live URL:** [KDEM Dashboard](https://kdem.vercel.app)\n- **Version:** 3.0 (launched February 2026)\n- **Status:** Fully operational, optimized, and deployed\n\n**Features:**\n- 🎯 **13 Interactive Tabs** - Strategy, Verticals, Geography, Factors\n- 📊 **Real-Time Data** - Connected to Supabase PostgreSQL database\n- 🗄️ **248 Verified Targets** - Across 5 verticals, 13 geographies, 8 years (2021-2030)\n- 📱 **Fully Responsive** - Optimized for mobile, tablet, and desktop\n- ⚡ **Fast Performance** - Vite build, code splitting, lazy loading\n- 🎨 **KDEM Branding** - Official logo, colors, and design system\n\n**Tech Stack:**\n- **Frontend:** Vite 5.4 + Vanilla JavaScript (ES6 modules)\n- **Backend:** Supabase (PostgreSQL + Auto-generated REST API)\n- **Deployment:** Vercel (automatic deployments from main branch)\n- **Database:** 3D relational model (Verticals × Geography × Factors)\n\n**Not Yet Available:**\n- ⏳ **Admin Panel** (Phase 5) - Target editing interface with AI suggestions\n- ⏳ **API Documentation** - Public API endpoints (planned)\n- ⏳ **Data Export** - CSV/Excel download functionality (planned)\n\n**Current Capabilities:** View-only analytics dashboard with real-time data from Supabase\n**Update Frequency:** Real-time (via Supabase)\n**Data Accuracy:** Verified and corrected as of Feb 2026\n\n📖 **Documentation:**\n- [Getting Started](SETUP.md) - Local development setup\n- [Deployment Guide](DEPLOYMENT.md) - Production deployment workflow\n- [Data Management](DATA_GUIDE.md) - How to update targets via Supabase\n- [API Reference](API_REFERENCE.md) - Query patterns and examples\n- [Implementation Guide](docs/IMPLEMENTATION_GUIDE.md) - Complete restructure plan\n\n---\n\n## 🗺️ NEW: Strategic Roadmap 2025-2030\n\n### Phase Overview\n\n| Phase | Period | Theme | Key Focus |\n|-------|--------|-------|-----------|\n| **Phase 1** | Jan-Dec 2026 | Foundation \u0026 Acceleration | Dashboard launch, systems build, GCC attraction |\n| **Phase 2** | Jan 2027-Dec 2028 | Scale \u0026 Differentiate | Cluster scaling, mid-market GCC capture |\n| **Phase 3** | Jan 2029-Dec 2030 | Consolidate \u0026 Lead | Vision achievement, global positioning |\n\n### 2026 Implementation Milestones\n\n| Quarter | Key Deliverables |\n|---------|------------------|\n| Q1 2026 | Dashboard v1.0 live, Company Registry operational, 3 data MoUs signed |\n| Q2 2026 | Mysuru Global Tech Centre Phase 1, Cost Calculator tool, ELEVATE AI first cohort |\n| Q3 2026 | Dashboard v2.0 with APIs, Mangaluru Tech Park groundbreaking, 25 GCC pipeline |\n| Q4 2026 | **BTS 2026 Public Launch**, Annual Impact Report, 60 new GCCs target |\n\n### Benchmarking Against Global Best Practices\n\n| Benchmark | Singapore 2024 | Karnataka 2025 | Karnataka 2030 Target |\n|-----------|----------------|----------------|----------------------|\n| Digital Economy Value | $128.1B (18.6% GDP) | ~$110B (~15% GSDP) | $400B (~25% GSDP) |\n| Tech Employment | 220K (ICM) | 2.2M | 3M |\n| GCC Count | 100+ MNCs | 550+ | 1,000 |\n| Digital Adoption (SME) | 94.6% | ~60% | 90% |\n\n---\n\n## 📊 Dashboard Sections (Updated Structure)\n\n### 1. Vision \u0026 Impact (Homepage)\n- Karnataka's $400B digital economy vision with progress tracking\n- Current achievements: 45% of India's IT exports, 550+ GCCs, 17,000+ startups\n- 2030 targets with status indicators (On Track / Needs Acceleration / Key Priority)\n- **NEW:** Roadmap milestone tracker\n\n### 2. Beyond Bengaluru: Six Strategic Clusters\n\n#### Tier 1 Priorities (Invest Aggressively)\n| Cluster | Brand | 2030 Vision | Key Milestone 2026 |\n|---------|-------|-------------|-------------------|\n| **Mysuru** | India's Cybersecurity Valley | $10B, 150K jobs | Global Tech Centre operational |\n| **Mangaluru** | Silicon Beach of India | ₹40,000 Cr, 200K jobs | Tech Park groundbreaking |\n| **Hubballi-Dharwad-Belagavi** | North Karnataka Corridor | Industrial AI Hub | EMC 2.0 full operation |\n\n#### Tier 2 (Nurture \u0026 Build)\n| Cluster | Brand | Vision | Key Milestone 2026 |\n|---------|-------|--------|-------------------|\n| **Kalaburagi** | Kalyana Karnataka AI Hub | 50+ startups, 10K jobs | XCEL Corp R\u0026D operational |\n| **Tumakuru** | Aerospace Valley | Precision manufacturing hub | Japanese Township Phase 1 |\n\n#### Tier 3 (Study \u0026 Strategize)\n| Cluster | Status | Key Milestone 2026 |\n|---------|--------|-------------------|\n| **Shivamogga** | Development phase | Feasibility study complete Q2 2026 |\n\n### 3. Competitive Intelligence\n- **NEW:** Karnataka vs. Telangana GCC battle tracker\n- Cost competitiveness calculator (Bengaluru vs. Tier-2 vs. Hyderabad)\n- Strategic response dashboard\n- Competitor state policy monitor\n\n### 4. Roadmap \u0026 Implementation (NEW)\n- Phase-wise milestone tracking\n- Cluster-specific implementation plans\n- Budget allocation tracker\n- Risk register with mitigation status\n\n### 5. Data Quality \u0026 Sources (NEW)\n- Confidence rating system (⭐ to ⭐⭐⭐⭐⭐)\n- Source attribution for all metrics\n- Gap analysis and remediation status\n- External partnership tracker\n\n---\n\n## 🔍 Data Sources \u0026 Methodology (Enhanced)\n\n### Attribution Transparency Framework\n\nKDEM operates as a **facilitator and enabler**. We employ a three-tier attribution model:\n\n| Level | Type | Confidence | Examples | Dashboard Treatment |\n|-------|------|-----------|----------|---------------------|\n| **Level A** | Direct Impact | ⭐⭐⭐⭐⭐ | ELEVATE-funded startups, documented facilitation | \"KDEM-Enabled\" |\n| **Level B** | Influenced Outcomes | ⭐⭐⭐⭐ | Event conversions, policy advocacy outcomes | \"KDEM-Influenced\" |\n| **Level C** | Ecosystem Health | ⭐⭐⭐ | Overall state trends, Karnataka rankings | \"Ecosystem Health\" |\n\n### Source Confidence Ratings\n\n| Rating | Definition | Verification Level |\n|--------|-----------|-------------------|\n| ⭐⭐⭐⭐⭐ | **Verified Official** | Third-party government/institution data |\n| ⭐⭐⭐⭐ | **High Confidence** | Cross-validated from multiple sources |\n| ⭐⭐⭐ | **Moderate Confidence** | Reputable research/industry reports |\n| ⭐⭐ | **Self-Reported** | Company/cluster self-reporting |\n| ⭐ | **Estimated/Projected** | Calculated from methodology |\n\n### Primary Data Sources by Category\n\n**Official Government (⭐⭐⭐⭐⭐):**\n- KDEM Official Reports\n- Karnataka IT-BT Policy 2025-2030\n- Karnataka GCC Policy 2024\n- STPI Karnataka Export Data\n- DPIIT Startup Rankings\n\n**Industry Research (⭐⭐⭐⭐):**\n- NASSCOM GCC Reports\n- Zinnov GCC Reports 2025\n- Tracxn Startup Data\n- Startup Genome - Bengaluru Karnataka\n\n**International Benchmarks (⭐⭐⭐⭐):**\n- Singapore Digital Economy Report 2025 (IMDA)\n- e-Conomy SEA 2025 (Google/Temasek/Bain)\n- ASEAN Digital Economy Framework Agreement\n- World Bank Digital Economy Framework\n\n**Cluster Vision Documents (⭐⭐⭐⭐):**\n- Mysuru Vision 2030 (Released July 2025)\n- Mangaluru Vision 2034 (Released September 2025)\n- HDB Cluster Vision 2025-2030\n\nSee [SOURCES.md](SOURCES.md) for complete attribution with confidence ratings.\n\n---\n\n## 📈 Key Metrics Tracked (With Confidence Ratings)\n\n### North Star Metrics (Ecosystem Health)\n\n| Metric | Current | 2030 Target | Confidence | Source |\n|--------|---------|-------------|------------|--------|\n| Digital Economy Size | ~$110B | $400B | ⭐⭐⭐ | State economic estimate |\n| IT Export Share | 45% of India | 45%+ | ⭐⭐⭐⭐⭐ | STPI |\n| Total GCCs | 550+ | 1,000 | ⭐⭐⭐⭐ | NASSCOM |\n| Active Startups | 17,000+ | 25,000 | ⭐⭐⭐⭐⭐ | DPIIT |\n| Unicorns + Soonicorns | 45 | 90 | ⭐⭐⭐⭐ | Tracxn |\n| Tech Employment | 2.2M | 3M | ⭐⭐⭐⭐ | Industry surveys |\n\n### KDEM Mission Impact\n\n| Metric | Current | Target | Confidence | Source |\n|--------|---------|--------|------------|--------|\n| Beyond Bengaluru Companies | 126 | 500+ | ⭐⭐ | Self-reported (Registry needed) |\n| Beyond Bengaluru Jobs | 5,500+ | 50,000+ | ⭐⭐ | Self-reported (EPFO verification needed) |\n| ELEVATE Startups Funded | 1,000+ | - | ⭐⭐⭐⭐ | Program records |\n| Mid-Market GCCs (BB) | TBD | 100 | - | Tracking needed |\n\n---\n\n## 🏆 Competitive Positioning\n\n### Karnataka's National Leadership\n\n| Metric | Status | Confidence |\n|--------|--------|------------|\n| **#1** in IT Exports | 45% of India | ⭐⭐⭐⭐⭐ |\n| **#1** in GCCs | 550+ (35-40% of India) | ⭐⭐⭐⭐ |\n| **#1** in Unicorns | 45+ (50% of India) | ⭐⭐⭐⭐ |\n| **#1** in DPIIT Rankings | Consistently | ⭐⭐⭐⭐⭐ |\n| **World #2** AI Talent | 600,000 professionals | ⭐⭐⭐⭐ |\n\n### Strategic Response to Telangana Competition\n\n**Challenge:** Telangana attracted 70 greenfield GCCs in 2024-25 vs. Karnataka's 40+\n\n**KDEM Response:**\n- ✅ Beyond Bengaluru positioning (30-40% cost advantage)\n- ✅ Mid-market GCC targeting (100 by 2030)\n- ✅ Cluster specialization (Cybersecurity, Fintech, AI)\n- 🔄 Speed-to-operational guarantee (90 days)\n- 🔄 International roadshows (US, Europe, Japan, Korea)\n\n---\n\n## 🗂️ Repository Structure\n\n```\nKDEM/\n├── index.html                    # Main dashboard entry point\n├── styles.css                    # Global styles with KDEM brand colors\n├── favicon.svg                   # KDEM favicon\n├── vite.config.js                # Vite build configuration\n├── package.json                  # Dependencies and scripts\n│\n├── src/                          # Source code\n│   ├── main.js                   # App initialization \u0026 routing\n│   ├── lib/\n│   │   └── supabaseClient.js     # Supabase connection\n│   ├── services/\n│   │   └── dataService.js        # Data fetching \u0026 aggregation\n│   └── tabs/                     # Tab components\n│       ├── overview.js           # Overview tab\n│       ├── vertical.js           # Vertical tabs (IT, ESDM, etc.)\n│       ├── geography.js          # Geographic tabs\n│       ├── factors.js            # Factors of production tabs\n│       ├── roadmap.js            # Roadmap tab\n│       └── sources.js            # Data sources tab\n│\n├── public/                       # Static assets\n│   └── assets/\n│       └── KDEM-Logo-1_white-2.png  # Official KDEM logo\n│\n├── supabase/                     # Database\n│   ├── migrations/               # Database schema migrations (9 files)\n│   └── seed/                     # Seed data scripts\n│\n├── docs/                         # Documentation\n│   ├── README.md                 # Documentation index\n│   ├── IMPLEMENTATION_GUIDE.md   # Implementation plan (Phases 1-5)\n│   ├── TECHNICAL_GUIDE.md        # 3D data architecture \u0026 schema\n│   ├── ADMIN_GUIDE.md            # Admin interface design (Phase 5)\n│   ├── DEPLOYMENT.md             # Production deployment guide\n│   ├── SUPABASE_SETUP.md         # Database setup instructions\n│   ├── DATA_GUIDE.md             # Data management guide\n│   ├── API_REFERENCE.md          # API documentation\n│   └── CHANGELOG.md              # Version history\n│\n├── README.md                     # This file - project overview\n├── SETUP.md                      # Quick start guide\n├── SOURCES.md                    # Data sources with confidence ratings\n└── claude.md                     # Claude development guide\n```\n\n### Related Analysis Documents\n\nLocated at `~/Library/Mobile Documents/com~apple~CloudDocs/KDEM/analysis/`:\n\n| Document | Purpose |\n|----------|---------|\n| `00-README-START-HERE.md` | Master index and project overview |\n| `01-kdem-priorities-extracted.md` | KDEM mission, verticals, strategic targets |\n| `02-beyond-bengaluru-cluster-analysis.md` | Deep dive on 6 clusters |\n| `03-updated-strategic-framework.md` | Dashboard design framework |\n| `04-competitive-landscape-intelligence.md` | Competitor state analysis |\n| `05-roadmap-implementation-plan.md` | **NEW:** 5-year implementation plan |\n| `06-measurement-gaps-solutions.md` | **NEW:** Gap analysis with solutions |\n\n---\n\n## 🎨 Dashboard Features\n\n### Responsive Design\n- Mobile-first approach\n- Adapts to all screen sizes\n- Touch-friendly navigation\n\n### Interactive Elements\n- Smooth scrolling navigation\n- Animated counters on scroll\n- Hover effects on cards\n- Dynamic section highlighting\n- **NEW:** Roadmap milestone tracker\n- **NEW:** Confidence rating tooltips\n\n### Data Visualization (Planned Enhancements)\n- Phase progress bars\n- Cluster comparison charts\n- Competitive positioning matrix\n- Cost calculator interactive tool\n\n---\n\n## 🔄 Update Schedule\n\n| Component | Frequency | Next Update | Owner |\n|-----------|-----------|-------------|-------|\n| Vision Progress | Quarterly | April 2026 | Strategy |\n| Beyond Bengaluru Metrics | Monthly | February 2026 | Clusters |\n| Program Data (ELEVATE/LEAP) | Quarterly | April 2026 | Innovation |\n| Competitive Intelligence | Quarterly | April 2026 | Strategy |\n| Roadmap Milestones | Monthly | February 2026 | Strategy |\n| Source Confidence Review | Quarterly | April 2026 | Data Team |\n\n---\n\n## 📞 Contact \u0026 Links\n\n**KDEM Official:**\n- Website: [karnatakadigital.in](https://karnatakadigital.in)\n- Beyond Bengaluru: [beyondbengaluru.com](https://beyondbengaluru.com)\n- Bengaluru Tech Summit: [bengalurutechsummit.com](https://bengalurutechsummit.com)\n\n**Leadership:**\n- Chairman: B.V. Naidu\n- CEO: Sanjeev Kumar Gupta\n\n**Industry Partners:**\n- ASSOCHAM\n- IESA\n- NASSCOM\n\n---\n\n## 📄 License \u0026 Attribution\n\nThis dashboard is built based on comprehensive analysis of publicly available KDEM strategic planning documents, policy papers, vision documents, and industry research reports.\n\n**Data Period:** FY 2024-25 \u0026 2025-26\n**Last Updated:** January 15, 2026\n**Analysis Sources:** See [SOURCES.md](SOURCES.md) for complete attribution with confidence ratings\n\n---\n\n## 🚀 Development Roadmap\n\n| Version | Status | Highlights |\n|---------|--------|------------|\n| **v1.0** | ✅ Launched Q4 2025 | Single-page dashboard with 6 tabs, static data |\n| **v2.0** | ✅ Launched Q1 2026 | Tabbed navigation, enhanced UI/UX |\n| **v3.0** | ✅ **Current** (Feb 2026) | Vite + Supabase, 13 tabs, real-time data, 3D relational model |\n| **v3.1** | 🔄 In Progress | Documentation sprint, data quality improvements |\n| **v4.0** | 📋 Planned Q2-Q3 2026 | Admin panel with AI-powered target setting |\n\n**Next Milestone:** BTS 2026 (November 17-19, 2026) - Full admin interface launch\n\n---\n\n## 📚 Restructure Documentation\n\n**Comprehensive guides for the upcoming v3.0 dashboard restructure:**\n\n| Document | Purpose | Audience |\n|----------|---------|----------|\n| **[IMPLEMENTATION_GUIDE.md](docs/IMPLEMENTATION_GUIDE.md)** | 👈 **START HERE** - Complete implementation plan | Project managers, stakeholders |\n| **[TECHNICAL_GUIDE.md](docs/TECHNICAL_GUIDE.md)** | 3D data architecture, database schema, API reference | Developers, database admins |\n| **[ADMIN_GUIDE.md](docs/ADMIN_GUIDE.md)** | Admin interface for target setting with AI apportionment | Data managers, policy analysts |\n\n**What's Coming in v3.0:**\n- 🎯 **9-tab structure** aligned with 5-pillar Digital Economy framework\n- 🗄️ **3D relational database** (Verticals × Geography × Factors)\n- 🤖 **AI-powered admin panel** for intelligent target setting\n- ⚡ **Real-time updates** via Supabase + WebSocket\n- 📊 **Enhanced analytics** with factor-based tracking\n\n**Timeline:** 13 weeks (9 weeks core + 4 weeks admin interface)\n\n---\n\n## 🙏 Acknowledgments\n\nThis dashboard synthesizes data and insights from:\n- Karnataka Digital Economy Mission official programs and reports\n- Karnataka Government IT-BT, Startup, and GCC policies\n- Cluster Vision Documents (Mysuru, Mangaluru, HDB)\n- Industry research partners (NASSCOM, Zinnov, Tracxn, Inc42)\n- International benchmarks (Singapore IMDA, ASEAN DEFA, World Bank)\n- Bengaluru Tech Summit, Mysuru Big Tech Show, Mangaluru Technovanza\n\n---\n\n**Built for KDEM Strategic Communication**\n*Transparent. 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