Climate & Water
Resource AI
RDP is building India’s sovereign Climate & Water Resource AI platform for agriculture — GPU infrastructure, environmental modelling software, and validated AI models for monsoon prediction, drought monitoring, flood early warning, groundwater management.
Why Climate & Water Resource AI, Why Now
India’s agriculture is uniquely vulnerable to climate variability — 70% of farming is rain-fed, monsoon patterns are becoming erratic, groundwater tables are depleting.
Target Segments
IMD & Weather Services
Hyperlocal weather prediction, monsoon analytics, and agro-meteorological advisory for.
Central Water Commission
Flood forecasting, river basin modelling, reservoir optimisation, and dam safety.
State Water Resources Dept
Groundwater monitoring, aquifer mapping, irrigation scheduling, and water budgeting AI
ICAR Climate Research
Crop-climate modelling, adaptation strategy research, and climate-resilient variety.
Watershed & Rural Development
Watershed planning AI, soil moisture modelling, and MGNREGA water conservation asset.
Agri-Input & Extension
Fertiliser companies, KVK extension services, agri-advisory platforms
Full Stack Architecture
Three integrated layers — hardware, software, and AI — purpose-built for agriculture at institutional, state, and national scale.
INTELLIGENCE — Climate & Water AI Models
Weather Prediction · Monsoon AI · Flood Warning · Groundwater · Drought Monitor
SOFTWARE — Climate Intelligence Platform
WRF / GFS Engine · Hydro Model · GIS Platform · Sensor Gateway · Alert System · ISV Tools
HARDWARE — RDP Proprietary Infrastructure
AI-POD Cluster · HPC GPU Nodes · Climate Data Lake · InfiniBand Fabric · Field Edge · HA Cluster
RDP Proprietary Infrastructure
| Component | RDP SKU | Climate AI Role | Key Specification |
|---|---|---|---|
| HPC GPU Cluster | RDP AI-POD (Multi-Rack) | High-resolution weather simulation and climate model training | 8–32× GPU, NVLink |
| Climate Server | RDP Climate AI SKU | Numerical weather prediction and hydrological modelling | H100 / A100, high memory |
| Climate Data Lake | RDP NVMe Parallel FS | Satellite, radar, AWS, rain gauge, and reanalysis data archive | Up to 2 PB, Lustre/GPFS |
| Network Fabric | RDP InfiniBand Fabric | HPC-grade interconnect for distributed weather simulation | 400GbE InfiniBand NDR |
| Field Edge | RDP Inference Edge | Block-level AI for local weather advisory and flood alerting | Ruggedised, solar-ready |
Climate Intelligence Platform
WRF / MPAS
GPU-accelerated Weather Research and Forecasting model for high-resolution prediction
SWAT / VIC Hydro Model
Watershed simulation and hydrological modelling for river basin management
GeoServer / PostGIS
Geospatial database for climate mapping, flood zones, and groundwater analysis
Apache Kafka / NiFi
Real-time streaming for weather station, rain gauge, and satellite sensor data
NVIDIA Triton Server
High-throughput serving for weather prediction and flood warning models
IMD / CWC Data API
Integration with India Meteorological Department and Central Water Commission data
Hyperlocal Weather AI
Village-level weather forecasting using AI downscaling of global and regional models
Monsoon Prediction AI
Seasonal monsoon onset, withdrawal, and rainfall distribution forecasting
Flood Early Warning
River level prediction, inundation mapping, and evacuation alert generation
Groundwater AI
Aquifer recharge estimation, extraction monitoring, and sustainable yield modelling
Drought Monitoring AI
Multi-index drought assessment using SPI, NDVI, soil moisture, and groundwater data
Climate-Smart Advisory
Crop-climate matching, planting date optimisation, and variety recommendation under climate change
Pre-Validated AI Models
| Climate Domain | Model Type | Application | Performance |
|---|---|---|---|
| Weather Prediction | AI + NWP Hybrid | Hyperlocal 72-hr weather forecast with AI bias correction of WRF/GFS models | 30% RMSE improvement over raw NWP |
| Monsoon Forecast | Deep Learning + Climate | Seasonal monsoon prediction — onset, distribution, and withdrawal timing | 15–20 day advance prediction |
| Flood Warning | LSTM + Hydrological | River stage prediction, inundation probability, and lead-time optimised alerts | 24–72 hr advance warning |
| Groundwater | Physics-Informed NN | Aquifer level prediction, recharge estimation, and extraction sustainability scoring | 85% prediction accuracy |
| Drought Index | Multi-Source Fusion | Composite drought severity using rainfall, vegetation, soil, and groundwater indicators | Real-time, district-level |
| Crop-Climate | Ensemble + Simulation | Climate change impact on crop yields with adaptation pathway recommendations | 30-year projection capability |
Deployment Configurations
Three pre-validated tiers — each with hardware, software, AI models, and RDP SLA support. Custom BOQ on request.
Starter
District / Block Level
Professional
State / River Basin Level
Enterprise
National / IMD / CWC
End-to-End on Sovereign Infrastructure
Complete pipeline from data ingestion to actionable intelligence — every step on RDP infrastructure.
INGEST
SIMULATE
PREDICT
RISK
ADVISE
& ADAPT
Build With Us · Sell With Us
RDP’s Agriculture AI platform is designed for India’s ecosystem. We’re inviting technology and channel partners, and direct inquiries from organisations.
Technology Partners
- Certify your climate AI on RDP HPC infrastructure
- Access weather simulation labs for model validation
- Joint go-to-market with RDP agriculture team
- Co-branded solution briefs for government tenders
- IMD / CWC data pipeline integration support
Channel Partners
- Sell complete climate & water AI solutions
- Pre-configured flood warning deployment packages
- RDP-backed implementation & SLA support
- Partner margins on hardware + software
- Climate AI sales training
Weather & Water Agencies
- Schedule a climate AI workshop
- Request a proof-of-concept deployment
- Get a custom Bill of Quantities
- Evaluate starter tier at district level
- GeM / GFR / DST procurement support
India’s Sovereign Agriculture AI Infrastructure
Make in India Hardware
All RDP systems designed and assembled in India. GeM-listed for agricultural procurement.
Agricultural Data Sovereign
Farm data, satellite imagery, and climate models stay on Indian government infrastructure.
ISRO / IMD Integrated
Native integration with Indian satellite data, weather services, and agro-met systems.
Multilingual Farmer Reach
AI-generated advisory in Hindi, Telugu, Tamil, Marathi, Kannada, and regional languages.
5-Year Lifecycle Commitment
Hardware support, seasonal AI re-calibration, and continuous accuracy improvement.
Full Stack — Single OEM
Servers, storage, networking, software, and AI from one Indian OEM. One BOQ, one SLA.
Regulatory Alignment
| Standard | Scope | RDP Coverage |
|---|---|---|
| IMD Standards | Weather Data | Integration with India Meteorological Department observation and forecast systems |
| CWC / CGWB | Water Resources | Central Water Commission and Central Ground Water Board data format compliance |
| NDMA Guidelines | Disaster Management | National Disaster Management Authority flood and drought response framework compliance |
| GFR / GeM | Government Procurement | General Financial Rules compliant, GeM-listed for government procurement |
| ISO 27001 | Information Security | RDP infrastructure ISO 27001 certified |
| WMO Standards | Global Interop | World Meteorological Organisation data exchange and forecast verification standards |
Projected Impact
| Metric | Before RDP AI | After RDP AI | Impact |
|---|---|---|---|
| Weather accuracy | Global model raw | AI-corrected hyperlocal | 30% RMSE reduction |
| Flood warning lead | 6–12 hours | 24–72 hours | 3× more lead time |
| Groundwater planning | Annual assessment | Real-time monitoring | Continuous management |
| Drought response | Reactive, post-event | 30–60 day early warning | Proactive intervention |
| Water use efficiency | Flood irrigation | AI-scheduled precision | 30% water savings |
| Data sovereignty | Cloud / foreign models | 100% sovereign AI | Zero export risk |
Ready to Build Agriculture AI Capability?
From pilot to production — RDP designs, builds, and deploys sovereign AI infrastructure for India’s agriculture ecosystem.
Trademark Notice: All product names, logos, and brands mentioned are property of their respective owners. NVIDIA, CUDA, L40S, A100, H100, H200 are trademarks of NVIDIA Corporation. Use is for identification only.
Disclaimer: RDP Technologies provides AI compute infrastructure and does not provide agricultural advice, crop recommendations, or weather guarantees. AI models must be independently validated against local agronomic conditions.
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