Pillar 1
Precision AgTech
Shipping v1
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One platform. Six integrated modules, mapped to five strategic alliance areas.
Built on the REALM GPT Lab platform — REALM360's intelligence engine — REALM Krishi delivers institutional-grade agricultural analytics to farmers via WhatsApp and mobile, and to FPOs, NGOs and government partners via dashboards. Every module is independently useful and exponentially more valuable when integrated. The platform is organised against the five strategic alliance areas set out in the Australia–India AgTech Business Opportunities Report 2026 (Austrade × ThinkAg): Precision AgTech · AgBiotechnology · ClimateAgTech · AgTech Supply Chain Innovations · Ag-Allied Sectors.
Pillar coverage
Where the modules sit, today and tomorrow.
Krishi v1 ships across Precision AgTech and ClimateAgTech. Pillars 3–5 are explicitly on the roadmap, sequenced into the FPO logistics layer (Y2–3) and the Bengaluru engineering hub plus joint-research lane (Y4–5). We are upfront about what is shipping versus what is planned.
Pillar 2
ClimateAgTech
Shipping v1
Pillar 3
AgTech Supply Chain Innovations
Y2–3 roadmap
FPO logistics integration, traceability, and the Krishi marketplace layer — surfaced through M06 dashboards as the FPO footprint scales.
Pillar 4
AgBiotechnology
Y4–5 roadmap
Sequenced via the Bengaluru engineering hub and the joint-research lane with Australian university partners (La Trobe Launchpad, UQ QAAFI).
Pillar 5
Ag-Allied Sectors
Y4–5 roadmap
Livestock, dairy, poultry and aquaculture extensions — built on the same advisory and MRV primitives, deployed in partnership with Indian dairy and livestock cooperatives.
Cross-cutting: Module 06 — Impact & ESG Dashboards — is not a pillar of its own. It sits across all five pillars as the partner-facing reporting and accountability surface for government, investors and FPOs. As pillars 3–5 come online, M06 absorbs their KPIs.
Module 01 · Pillar 1 · Precision AgTech
AI Agricultural Advisory
Voice-first agronomy in Hindi, Marathi, Kannada and English. Sowing windows, pest diagnosis, subsidy navigation and market price guidance — delivered via WhatsApp and a lightweight mobile app for low-bandwidth networks.
- REALM GPT Lab multilingual reasoning engine
- Knowledge base sourced from ICAR & state agricultural extension materials
- Image-based pest & disease diagnosis with confidence thresholds
- Subsidy and scheme navigator with eligibility check
- Mandi price feed integration with sell-or-hold guidance
- Human-in-the-loop fallback to district agronomist
Module 02 · Pillar 1 · Precision AgTech
Satellite Crop Intelligence
Sentinel-2 and Landsat-8/9 imagery, processed through cloud-masked time-series models, gives REALM Krishi field-level crop health across every district we operate in. Anomalies are pushed to farmers in their language before they become losses.
- Sentinel-2 (10–30 m, 5-day revisit) primary feed
- Landsat-8/9 supplementary for time-series depth
- NDVI, NDMI, NDWI, SAVI and EVI indices
- Scene Classification Layer cloud and shadow masking
- Historic-baseline anomaly detection per plot
- FPO, village and district-level aggregation dashboards
Module 03 · Pillar 2 · ClimateAgTech
Climate-Smart Practices
Regenerative agronomy adapted from Victorian on-farm research and trial outcomes: cover cropping, reduced tillage, agroforestry, biochar, optimised fertiliser, and water-efficient irrigation. Practices are sequenced by crop stage and verified on-ground.
- Soil health protocols and amendment recommendations
- Cover-cropping and crop-rotation scheduling
- Drip- and sprinkler-aligned irrigation playbooks
- Biochar & compost incorporation guidance
- Locally validated through pilot FPO trials
Module 04 · Pillar 2 · ClimateAgTech
Carbon MRV & Monetisation
Smallholder agriculture has been locked out of carbon markets by scale economics. REALM Krishi solves this by aggregating verified MRV across FPOs — bringing remote-sensing baselines, on-ground activity data and third-party verification together into a single bankable carbon project.
- Verra VM0042 (Improved Agricultural Land Management) pathway
- Gold Standard SDG Impact Tools for Smallholder Agriculture
- Remote-sensing carbon stock and biomass baselines
- FPO-level activity-data aggregation
- Third-party verification pathway (target)
- Transparent farmer-majority revenue split
Modules 05 + 06 — Weather & Impact.
The platform's backbone services — forecasting and reporting — are tuned to support the modules above and to give every partner a transparent view of outcomes. M05 sits under Precision AgTech; M06 is cross-cutting across all five pillars.
Pillar 1 · Precision AgTech
Weather Intelligence
7-day, 30-day and severe-weather alerts delivered via WhatsApp and push. India Meteorological Department (IMD) as the primary source, blended with ECMWF and NOAA GFS for ensemble confidence.
- IMD numerical forecast (primary)
- ECMWF + NOAA GFS ensemble blend
- Irrigation scheduling outputs
- Cyclone / hailstorm / heatwave alerts
Cross-cutting · All pillars
Impact & ESG Dashboards
Village-level insights for governments, FPOs and impact investors. Training progress, sustainability metrics, carbon project tracking and gender-disaggregated participation data — all exportable and API-accessible.
- UN SDG 2 / 13 / 15 mapping
- Gender-disaggregated reporting
- Carbon project lifecycle tracking
- Partner API access
Channels & Delivery
Built for the bandwidth and devices Indian smallholders actually use. WhatsApp Business API is the primary farmer-facing surface; mobile app for FPOs and extension workers; web dashboards for institutions.
- WhatsApp Business API
- Voice-first interaction
- Lightweight Android app (offline-tolerant)
- Web dashboards (FPO / institutional)
Built on a modern, scalable stack.
REALM Krishi runs on the same production-grade infrastructure REALM Group Global deploys across all its products — designed for rapid iteration, real-time data, and bilateral data-sovereignty compliance.
Cloud & Compute
- Vercel (edge delivery)
- Railway (services)
- Supabase (Postgres + auth)
- AWS regions: ap-south-1 (Mumbai)
Data & AI
- REALM GPT Lab LLM platform
- Sentinel Hub / Copernicus
- PostGIS for geospatial
- Python ML pipelines
Channels
- WhatsApp Business API
- Twilio Voice (IVR)
- React Native (mobile)
- Next.js (web)
Compliance
- India DPDP Act 2023
- SOC2 (in progress)
- ISO 27001 (target Y2)
- In-country data residency
Technical Whitepaper
Read the full architecture & methodology.
Our 12-page whitepaper documents the platform's data sources, MRV protocols, model evaluation criteria, security architecture, and the Vic Strategy alignment in technical detail.
In the whitepaper:
- System architecture diagrams
- Sentinel-2 ingestion & processing pipeline
- VM0042 carbon methodology mapping
- Model evaluation framework
- Data governance & DPDP compliance
- Vic India Strategy alignment in detail