Agni
Execution & Operations
The execution layer of CIDSA Global — turning sensor data and agronomy plans into actual work in the field. Drones, ground robotics, mechanised equipment, and a real-time control room operating as one system across the entire crop cycle.
Agronomy plans don't fail. Execution does.
Indian farms know what to do — when to sow, when to spray, when to harvest. But on the day of execution, the right machine isn't fuelled, the spray drone is grounded by wind drift, the labour crew is on the wrong block, and the prescription map sits forgotten on someone's WhatsApp. The result: every season, a 15–30% gap between the agronomy plan and what actually happens on the ground.
Agni closes that gap. It is the execution operating system for farm operations — orchestrating drones, equipment, and field crews from a single control room. Every prescription becomes a tracked mission. Every action is logged. Every outcome is measurable.
Capabilities
- Drone-based crop monitoring
- Precision spraying systems
- Automated harvesting solutions
- Field robotics integration
- Equipment fleet management
Sense → Plan → Execute → Verify
A continuous loop running across every crop block, every operation, every season.
Sense
Drones, ground robots, and IoT sensors continuously scan the field — capturing NDVI, canopy temperature, pest pressure, and equipment telemetry in real time.
Plan
The Ops Platform converts sensor data into prescription maps — exact zones, dosages, equipment, and labour windows — and pushes them to the control room.
Execute
Drones spray, machines till, and field crews intervene with zone-level precision. Every action is logged with GPS coordinates and timestamps.
Verify
Post-execution scans confirm coverage, uniformity, and outcomes. KPI tiles roll up to a single command-room dashboard for the agronomist.
10 Modules · One System
Modules can be deployed individually or as a full suite. Most farms start with 2–3 and expand.
CIDSA Agni Ops Platform
Central command and orchestration of farm operations
CIDSA Agni Automation & Drone Platform
Drone-based monitoring, spraying, and automation
CIDSA Multi-Modal Farm Operations Platform
Integration of machines, drones, and workforce
CIDSA Smart Equipment Planning Suite
Fleet-level resource planning across the season
CIDSA Precision Micro Intervention System
Targeted micro-level field interventions
CIDSA CONTROLROOM — Implementation & Training
Real-time monitoring, execution control, and operational command center
Control Room · Cultivation
Operational command for in-season cultivation activities
Control Room · Soil Preparation
Live execution & sign-off of the pre-season soil-prep window
Control Room · Planting
Operational command for planting and seeding execution
Control Room · Harvesting
Live execution of the harvest sprint — combines, trucks, storage
From plan to field. At scale.
Sugarcane drone spraying
Reduce pesticide volume by 35% while improving spray uniformity in 14-foot tall cane.
- GPS-RTK guided drone swarms with 12 m swath
- Adaptive flow nozzles compensating for wind
- Auto-generated GeoTIFF coverage reports for crop insurance
Cotton harvest fleet orchestration
Coordinate multi-machine harvest operations across 500+ acres without idle time.
- Live combine telemetry — fuel, yield, header height
- Auto-routed trucks based on hopper fill-level signals
- Shift handover and breakdown alerts to the foreman
Precision IPM micro-intervention
Spot-treat pest hotspots instead of blanket spraying the entire field.
- Multispectral pest-pressure heatmaps
- Robotic delivery of biocontrol agents to flagged zones only
- Daily IPM diary auto-compiled from intervention logs
What Agni delivers in the first season
Aggregated across 12 pilot farms across Maharashtra, Karnataka, and Andhra Pradesh.
–38%
Pesticide volume
vs. blanket spraying
+22%
Spray uniformity
CV improvement
4×
Operations speed
over manual scheduling
~120 hr
Labour hours saved
per 100 acres/season
Sample analytical reports
Each Agni module ships its own dashboard with multiple simulation reports. Swipe through to see a snapshot of every dashboard, click any card for the full view.
Season-Long Operations Throughput
12 sugarcane farms · 1,180 acres · Maharashtra · 184-day cycle
Drone Sortie Performance · 30-Day Window
Adaptive vs. uniform spraying across 280 acres of cotton
Multi-Modal Resource Utilisation
Hour-by-hour across 7 operations · 14 resources
Fleet Planning Outcomes
Six 200-acre portfolios · two-season planning horizon
Hotspot Intervention Outcomes
Tomato pilot · 40 acres · 60-day cycle
Control Room Adoption Curve
New operator team · 12-week ramp · 30 farms
Cultivation Cycle Performance
Wheat pilot · 18 farms · full season
Prep Window Execution
11 farms · 248 acres · 4-week prep sprint
Planting Execution & Germination
Maize · 24 farms · 10-day sowing window
Harvest Sprint Execution
Rice · 612 acres · 9-day sprint · 4 combines