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Agni · Integration

CIDSA Multi-Modal Farm Operations Platform

When tractors, drones, and humans work as one crew.

Module Role

Integration of machines, drones, and workforce

About this module

Coordinates heterogeneous resources — manned tractors, autonomous drones, and field-crew tablets — to execute a single farm plan. Handles task handoff, breakdown recovery, and skill-aware allocation so the agronomist sees one progress bar instead of three. Especially powerful in Indian smallholder clusters where a single operation might span 12 farms and 4 contractors.

CIDSA Analytics · Agni

Multi-Modal Resource Utilisation

Hour-by-hour across 7 operations · 14 resources

All BlocksIndia
Range · This Season

Active ops

63

today

Utilisation

76%

avg fleet

Handoff

56 m

avg latency

Crew load

91%

peak day

What this module delivers

Cross-fleet task allocation engine
Live handoff between drone scout → tractor till → field-crew weeding
Contractor + farmer billing splits in-platform
Skill profiles per operator (e.g. Class-D drone licence)
Resource utilisation heatmap by hour & day

Resource utilisation

% per resource class

  • Idle
  • Used
DronesTractorsHarvestersField CrewsTankers0255075100

Handoff latency · stage-to-stage

avg minutes

  • Min
Scout→PlanPlan→Disp.Disp.→ExecExec→VerifyVerify→Rep.07142128

Daily operations load

across a typical week

  • Operations
MonTueWedThuFriSatSun0481216
Sample simulation data · Live data feeds available in deployment.Powered by CIDSA Data Visualization & Analytics

Related Agni modules

See all modules
Core

CIDSA Agni Ops Platform

Central command and orchestration of farm operations

Hardware

CIDSA Agni Automation & Drone Platform

Drone-based monitoring, spraying, and automation

Planning

CIDSA Smart Equipment Planning Suite

Fleet-level resource planning across the season

Precision

CIDSA Precision Micro Intervention System

Targeted micro-level field interventions

Deploy Multi-Modal Farm Operations Platform on your operation

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