A live geospatial intelligence platform integrating India-wide soil health data, climate overlays, satellite remote sensing, and crop recommendation engines for precision agriculture, environmental compliance, and land-use planning.
Core Features
Six integrated intelligence layers that convert raw geospatial and environmental data into actionable agricultural and compliance insights.
Granular soil health maps covering nitrogen, phosphorus, potassium, organic carbon and pH levels across agricultural zones of India. Drilldown by district, block and survey number.
Live weather station data including temperature, humidity, rainfall and solar radiation overlaid on the geospatial canvas. Updated continuously from multiple meteorological sources.
Processed satellite imagery providing vegetation indices (NDVI, EVI), land surface temperature, and change-detection layers for crop health assessment and environmental monitoring.
AI-assisted crop recommendation system that cross-references soil nutrient profiles, climate data, and local agronomic benchmarks to suggest optimal crops and input regimes.
Overlay of environmental protected zones, buffer areas, and regulatory boundaries sourced from MoEFCC PARIVESH for EIA and land-use clearance workflows.
Automated generation of soil health certificates, environmental baseline reports, and data exports in formats compatible with government submission portals and international standards.
Technical Specifications
| Parameter | Specification |
|---|---|
| Platform Version | v4.0 (July 2026) |
| Architecture | Browser-native WebGL GIS; no plugin required |
| Data Sources | ICAR soil databases, IMD meteorological feeds, ISRO Bhuvan, Sentinel-2 ESA, MODIS NASA |
| Soil Parameters | N, P, K, Organic Carbon (OC), pH, micronutrient layers (Fe, Mn, Zn, Cu, B) |
| Climate Parameters | Temp, humidity, rainfall, solar radiation, ETP, wind |
| Satellite Indices | NDVI, EVI, LSWI, LST, SAR backscatter |
| Coverage | All 28 states + 8 UTs, India |
| Update Frequency | Climate: real-time; Soil: seasonal; Satellite: 5-day composite |
| Export Formats | PDF, CSV, GeoJSON, KML, Shapefile |
| Access | Open access via GitHub Pages; institutional API access on request |
| Framework | IRBAS-GEOSPATIAL™ Stack |
| NABET Alignment | ORG078145 — environmental assessment data workflows |
Who Uses This Platform
Access the Agri-GIS Dashboard
Live platform available via GitHub Pages. Institutional data access and API integration available on request.
Digital Measurement, Reporting and Verification system for aquaculture operations. Real-time pond water quality monitoring, biofloc analytics, carbon accounting aligned with Article 6.4, and regulatory compliance reporting for smallholder and commercial aquaculture systems.
Core Features
End-to-end digital MRV capabilities from sensor data collection through to carbon credit documentation and regulatory submission.
Continuous tracking of dissolved oxygen, pH, temperature, ammonia, nitrite, nitrate, salinity, turbidity, and TDS across multiple ponds simultaneously via IoT sensor integration.
Proprietary biofloc volume, floc quality, and microbial community health indices derived from water quality parameters. Alerts for system stress before mortality events occur.
Automated calculation of carbon sequestration, methane avoidance, and net GHG balance for aquaculture systems, with methodology aligned to Gold Standard and Verra AMS frameworks.
Structured reporting templates aligned with UNFCCC Article 6.4 requirements for international carbon market participation. Audit-trail generation for third-party verification.
Automated generation of CPCB, SPCB, and aquaculture authority compliance reports. Pre-formatted for submission to MPEDA, NFDB, and state fisheries departments.
Unified dashboard for up to 50 ponds with real-time alert system for parameter breaches, feeding schedules, harvest readiness indicators, and pond-to-pond comparison analytics.
Technical Specifications
| Parameter | Specification |
|---|---|
| Platform Version | v2.4 (June 2026) |
| Architecture | Browser-native dashboard; REST API for sensor integration; webhook support |
| Sensor Compatibility | Generic RS485 / 4-20mA probes; YSI, Hanna Instruments, Atlas Scientific via adapter |
| Water Quality Parameters | DO, pH, Temp, NH3, NO2, NO3, Salinity, TDS, Turbidity, ORP, Alkalinity, Hardness |
| Carbon Methodology | Verra VM0033 / Gold Standard AMS-III.F compatible outputs; Article 6.4 audit trail |
| Reporting Formats | CPCB format, MPEDA format, custom PDF, JSON, CSV |
| Alert Channels | Browser push, SMS (Twilio), WhatsApp Business API |
| Data Retention | 5-year audit-grade log; tamper-evident blockchain timestamp on request |
| Pond Capacity | Up to 50 ponds per account (enterprise tier: unlimited) |
| Framework | IRBAS-HYDROGRID™ Stack |
| Verification Readiness | Verra Registry account requested; Gold Standard webinar participation on record |
Who Uses This Platform
Deploy the Aquaculture dMRV Platform
Available for pilot deployment with district governments, commercial farms and carbon project developers. Full API documentation on request.
Full-stack enterprise intelligence platform built on FastAPI and SQLAlchemy with 18 specialized AI agents for operational intelligence, research automation, institutional CRM, environmental analytics, and grant management — the operating system for Mul Biotech Farms' institutional infrastructure.
Agent Architecture
18 specialized AI agents, each owning a distinct operational domain. Modular, composable, and auditable.
Automated literature review, synthesis, and publication pipeline management across ResearchGate, Medium, and SSRN.
Continuous scanning of government, bilateral, and multilateral grant portals for eligibility-matched opportunities.
Contact lifecycle management for 100+ institutional relationships, follow-up scheduling, and engagement analytics.
Aggregates field sensor data from GIS and dMRV platforms into a unified environmental health dashboard.
Real-time carbon accounting, project pipeline tracking, and credit issuance workflow for IRBAS-CARBON™ projects.
Tracks media mentions, press coverage, and social signals; generates weekly visibility reports and outreach drafts.
Monitors regulatory deadlines, filing requirements, and certification renewals across GSTIN, MCA, MSME, and NABET.
Curates and indexes proprietary IP, IRBAS™ documentation, and field data into a searchable internal knowledge graph.
Tracks partnership conversations, MOU drafts, and collaboration milestones with government and institutional partners.
Generates and manages training materials, curriculum updates, and capacity-building resources for IRBAS-RURAL™.
Maintains investor deck versions, financial projections, and pipeline updates for fundraising workflows.
Additional specialized agents covering procurement, HR, legal document review, procurement, and platform DevOps.
Technical Specifications
| Parameter | Specification |
|---|---|
| Backend Framework | Python FastAPI with async support |
| ORM | SQLAlchemy 2.0 with Alembic migrations |
| Database | PostgreSQL (primary); Redis (caching & queues) |
| AI Layer | Claude API (Anthropic) with structured outputs; 18 domain-specific agent configurations |
| Authentication | JWT-based RBAC; role hierarchy: Admin > Manager > Analyst > Viewer |
| API Architecture | REST with OpenAPI 3.1 spec; webhook support for external integrations |
| Deployment | Docker containerized; GitHub Actions CI/CD; cloud-agnostic |
| Integrations | Agri-GIS Dashboard, Aquaculture dMRV, Google Workspace, WhatsApp Business API |
| Data Security | AES-256 at rest; TLS 1.3 in transit; GDPR-aligned data handling |
| Status | Active development; institutional beta Q3 2026 |
Early Access & Integration Partnerships
MulOS is currently in institutional beta. We are selectively onboarding government partners, NGOs and research institutions for early access and co-development opportunities.
All Three Platforms at a Glance
Choose the right tool for your use-case, or deploy all three as an integrated intelligence stack.
| Capability | Agri-GIS v4.0 | Aquaculture dMRV v2.4 | MulOS |
|---|---|---|---|
| Primary Domain | Soil & Climate Intelligence | Aquaculture & Carbon MRV | Enterprise Operations |
| Real-time Data | ✓ Climate feeds | ✓ Sensor streams | ✓ Platform aggregation |
| GIS / Mapping | ✓ Full GIS engine | — Pond layout only | — |
| Carbon MRV | ✓ Land-use baseline | ✓ Aquaculture MRV | ✓ Ledger & pipeline |
| AI Agents | — | — | ✓ 18 agents |
| Compliance Reports | ✓ Environmental | ✓ CPCB / MPEDA | ✓ All domains |
| Government Use | ✓ District / state | ✓ Fisheries dept. | ✓ Institutional CRM |
| Access Model | Open access | Pilot / partner access | Institutional beta |
| IRBAS Stack | IRBAS-GEOSPATIAL™ | IRBAS-HYDROGRID™ + IRBAS-CARBON™ | All 6 stacks |
Interested in the full intelligence stack?
We can deploy all three platforms as an integrated system for district governments, carbon project developers, and institutional partners.