Pionyx/Work/ERP + Forecasting

Raghukul Dairy Farm

A growing dairy operation tracking milk yield, feed, veterinary records and routes on paper and spreadsheets.

Q1

Payback period

+14%

Yield per animal

-18%

Feed wastage

Year · 2024Sector · Agri · IndiaDuration · 12 weeksScope · ERP + Forecasting
01

The challenge

Where they were stuck.

  • Yield per animal was unknown until month-end

  • Feed cost and procurement planning were guesswork

  • Route-level collection losses went undetected

02

What we did

The build, step by step.

01

Operations suite

Animal registry, yield logging, feed, health and route collection in one system.

02

Field-first capture

Offline-capable mobile entry that syncs when the network returns.

03

AI forecasting

Yield and demand forecasting that drives feed procurement and route planning.

04

Loss detection

Anomaly alerts on route-level collection vs expected yield.

03

How the product looks

Screen skeletons from the build.

Structure-first views of the key screens — layout, hierarchy and the jobs each screen does.

Herd

Herd

  • Animal list
  • Health flags
  • Yield trend
  • Lineage
Daily log

Daily log

  • Shift entry
  • Offline badge
  • Feed input
  • Sync state
Forecast

Forecast

  • Yield curve
  • Demand
  • Feed plan
  • Alerts
ReactNodePostgreSQLOffline syncForecast models
04

Results

What changed after launch.

Q1

Payback period

+14%

Yield per animal

-18%

Feed wastage

The dairy management suite is battle-tested. AI forecasting alone paid for the project in the first quarter.
Pratham Rana, Founder, Raghukul Dairy Farm

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