Strategic Insights & Analytics
Macro demand analysis and jury evaluation priorities across all 226 problem statements
Tech Stack Demand Leaderboard
Top 10 most demanded frameworks & technologies across all 226 statements
#1Python
149 PS•66%
#2FastAPI
146 PS•65%
#3PyTorch / HuggingFace
141 PS•62%
#4Next.js
85 PS•38%
#5Leaflet / Mapbox
76 PS•34%
#6TypeScript
52 PS•23%
#7Flutter / React Native
34 PS•15%
#8Node.js
33 PS•15%
#9PostgreSQL
33 PS•15%
#10C++ / Embedded C
22 PS•10%
Ministry Target Guide & Evaluation Criteria
What ministry evaluators and CPSE jury panels look for in winning solutions
ISRO & Space Applications
Satellite Imagery & Geospatial Intelligence
Evaluation Focus:
Bhuvan / GIS IntegrationOffline Edge ProcessingHigh Spatial Precision
Pro-Tip: Judges heavily favor teams using open Indian satellite datasets (MOSDAC/Bhuvan) over generic Google Maps APIs.
Bharat Electronics Limited (BEL) & DRDO
Defense, Signals & Embedded Systems
Evaluation Focus:
Zero-Trust ArchitectureC/C++ & Rust PerformanceAir-Gapped Operation
Pro-Tip: Prioritize low-latency execution and offline-first capabilities. Avoid architectures that require continuous cloud connectivity.
Ministry of Earth Sciences (MoES)
Oceanography, Meteorology & Early Warning
Evaluation Focus:
Nowcasting AlgorithmsMulti-Sensor Data FusionAlert Dissemination
Pro-Tip: Show practical field resilience: your UI must handle disaster-zone low bandwidth scenarios.
Ministry of Social Justice & Empowerment (MoSJE)
Accessibility, Divyangjan & Inclusion
Evaluation Focus:
WCAG 2.1 AAA ComplianceRegional Vernacular VoiceAssistive Hardware
Pro-Tip: Test your prototype with screen readers and regional languages; accessibility is the primary grading criteria.
Ministry of Coal & Steel / CPSEs
Industrial Safety & Asset Inspection
Evaluation Focus:
Hazard DetectionIoT & Drone TelemetryPredictive Maintenance
Pro-Tip: Focus on enterprise ROI: quantify downtime reduction and worker safety improvements in your presentation.
Theme Distribution & Density
Comparison of Software vs Hardware volume per strategic domain
Miscellaneous38 total (32 SW / 6 HW)
Smart Automation31 total (24 SW / 7 HW)
Disaster Management29 total (24 SW / 5 HW)
Blockchain & Cybersecurity22 total (20 SW / 2 HW)
MedTech / BioTech / HealthTech14 total (9 SW / 5 HW)
Smart Education13 total (11 SW / 2 HW)
Agriculture, FoodTech & Rural Development12 total (8 SW / 4 HW)
Space Technology11 total (9 SW / 2 HW)
Robotics and Drones10 total (7 SW / 3 HW)
Fitness & Sports8 total (5 SW / 3 HW)
Transportation & Logistics8 total (7 SW / 1 HW)
Heritage & Culture7 total (3 SW / 4 HW)
Travel & Tourism6 total (3 SW / 3 HW)
Smart Resource Conservation5 total (2 SW / 3 HW)
Renewable / Sustainable Energy4 total (2 SW / 2 HW)
Smart Vehicles4 total (2 SW / 2 HW)
Clean & Green Technology2 total (2 SW / 0 HW)
Toys & Games2 total (2 SW / 0 HW)
Software
Hardware
Top Partner Ministries & PSUs
Organizations with highest problem statement submissions
1. AICTE34 PS
2. Ministry of Earth Sciences (MoES)30 PS
3. National Technical Research Organisation (NTRO)23 PS
4. Indian Space Research Organisation(ISRO)11 PS
5. Ministry of Home Affairs11 PS
6. Ministry of Consumer Affairs, Food & Public Distribution10 PS
7. Ministry of Rural Development10 PS
8. Government Of Maharashtra9 PS
9. Ministry of Social Justice and Empowerment (MoSJE)8 PS
10. DRDO7 PS