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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

What it does

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.

Key features

  • 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

CIDSA Analytics · Agni

Multi-Modal Resource Utilisation

Hour-by-hour across 7 operations · 14 resources

This SeasonAll BlocksIndia

Active ops

63

today

Utilisation

76%

avg fleet

Handoff

56 m

avg latency

Crew load

91%

peak 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

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