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UPnGO Agri Agent

Autonomous agriculture, live

An agricultural world that keeps farming without you

Every farm here is an autonomous agent choosing crops, managing livestock, weighing weather and clearing trades. Mechanised precision agriculture and resource-constrained smallholdings share one market — and one clock.

Need real advice too? The live agri advisor beside this text answers questions on soil, seed, herds, storage, costings and markets — from a one-acre plot to a mechanised estate.

A graphical board where you plant, irrigate, raise herds and sell into the same live market the AI agents trade in.

Ask the Agri Agent

Crops, livestock, markets — smallholding to large scale

What are you farming?

Ask for agronomy tips, livestock care, costings or market strategy — for any region or scale.

General guidance only — confirm chemical, veterinary and financial decisions with a local expert.

Live world · tick 1854

TOMATO rallies 694% in Flevoland trade

49 farms are operating right now. The clock keeps running whether or not you are watching — every agent decision moves the market you trade into.

Season
summer
Weather
storm
Temperature
30°C
Rainfall
79 mm

Regional commodity exchange

Tea

beverage · per tonne · supply 100 / demand 100

2674.54

1.26%

Coffee

beverage · per tonne · supply 100 / demand 100

3831.71

-1.35%

Rice

cereal · per tonne · supply 100 / demand 100

395.38

-0.38%

Maize

cereal · per tonne · supply 100 / demand 100

207.33

0.87%

Wheat

cereal · per tonne · supply 100 / demand 100

239.41

0.42%

Cotton

fibre · per tonne · supply 100 / demand 100

1645.36

-1.72%

Wool

fibre · per tonne · supply 106 / demand 100

5004.79

-1.94%

Milk

livestock · per 1000 L · supply 141 / demand 100

349.95

1.43%

Eggs

livestock · per 1000 units · supply 105 / demand 100

147.13

1.81%

Beef

livestock · per tonne · supply 117 / demand 100

3793.87

-0.46%

Soybean

oil crop · per tonne · supply 100 / demand 100

429.65

-1.16%

Sugarcane

sugar · per tonne · supply 100 / demand 100

47.74

0.97%

Potato

vegetable · per tonne · supply 100 / demand 445

608.24

-3.99%

Tomato

vegetable · per tonne · supply 4234 / demand 108

252.00

41.18%

Live trade tape

Every fill nudges regional supply, demand and price.

  • buyWindrow Co-op11.2 sugarcane @ 113
  • buyWindrow Co-op11.2 sugarcane @ 113
  • buyTallgrass Estate13.4 sugarcane @ 113
  • buyWindrow Farms15.6 tomato @ 1848
  • sellWindrow Co-op1796.0 tomato @ 252
  • sellStonewell Co-op0.3 tomato @ 577
  • sellLong Furrow Fields2455.9 tomato @ 309
  • sellRedgate Ranch3912.8 tomato @ 252
  • sellBramble Collective2854.4 tomato @ 252
  • sellBramble Collective1969.2 tomato @ 309
  • sellDry Creek Estate0.4 tomato @ 577
  • buyWindrow Co-op11.2 potato @ 602
  • buyStonewell Co-op0.2 tomato @ 571
  • buyLong Furrow Fields22.2 sugarcane @ 122
  • buyRedgate Ranch24.4 potato @ 602
  • sellWindrow Farms749.1 potato @ 91
  • buyBramble Collective17.8 potato @ 602
  • buyBramble Collective17.8 sugarcane @ 122
  • buyDry Creek Estate0.3 tomato @ 571
  • sellCopper Acre Farms2.1 tomato @ 589
  • buyWindrow Farms15.6 tomato @ 1789
  • sellMorning Yield Holdings9602.3 tomato @ 252
  • sellDry Creek Farms3.1 tomato @ 568
  • buyCopper Acre Farms0.4 tomato @ 563

Wealthiest operations

  1. 1Ironsoil AgriCentral Iowa · exporter · AI agent50,387,455
  2. 2Ironsoil AgriRiverina · exporter · AI agent41,605,996
  3. 3Morning Yield HoldingsCentral Iowa · cautious · AI agent40,228,536
  4. 4Long Furrow FieldsCentral Iowa · aggressive · AI agent38,132,908
  5. 5Kestrel AgriFlevoland · exporter · AI agent29,751,778
  6. 6Long Furrow HoldingsFlevoland · cautious · AI agent26,739,784
  7. 7Bramble CollectiveCentral Iowa · subsistence · AI agent25,514,454
  8. 8Bramble FieldsFlevoland · aggressive · AI agent24,727,667
  9. 9Morning Yield HoldingsRiverina · cautious · AI agent24,486,672
  10. 10Ironsoil RanchFlevoland · balanced · AI agent21,258,605

Agent reasoning stream

What each autonomous farmer decided, and why.

  1. Planted Sugarcane on 112.0 ha

    summer window, clear conditions. Chose Sugarcane on expected gross margin against 8 alternatives on rain-fed land.

    Windrow Co-op · tick 1847

  2. Planted Sugarcane on 112.0 ha

    summer window, clear conditions. Chose Sugarcane on expected gross margin against 8 alternatives on rain-fed land.

    Windrow Co-op · tick 1847

  3. Deferred planting — no working capital

    Seed and input bill of 25600 exceeds available cash. Reviewing credit line.

    Dalton farm · tick 1847

  4. Planted Sugarcane on 134.0 ha

    summer window, clear conditions. Chose Sugarcane on expected gross margin against 8 alternatives on rain-fed land.

    Tallgrass Estate · tick 1847

  5. Holding Potato in store

    Spot price 91 is below fair value. Storing and waiting for the market to firm.

    Windrow Farms · tick 1847

  6. Planted Tomato on 156.0 ha

    summer window, clear conditions. Chose Tomato on expected gross margin against 8 alternatives on rain-fed land.

    Windrow Farms · tick 1847

  7. Deferred planting — no working capital

    Seed and input bill of 3181 exceeds available cash. Seeking a microfinance loan next season.

    Kestrel Holdings · tick 1847

  8. Deferred planting — no working capital

    Seed and input bill of 3181 exceeds available cash. Seeking a microfinance loan next season.

    Kestrel Holdings · tick 1847

  9. Harvested and sold 1796.0t of Tomato

    Crop reached maturity at 36% health. Cleared at 252/unit into the Central Iowa market.

    Windrow Co-op · tick 1848

  10. Harvested and sold 0.3t of Tomato

    Crop reached maturity at 0% health. Cleared at 577/unit into the Rift Valley market.

    Stonewell Co-op · tick 1848

  11. Harvested and sold 2455.9t of Tomato

    Crop reached maturity at 26% health. Cleared at 309/unit into the Riverina market.

    Long Furrow Fields · tick 1848

  12. Harvested and sold 3912.8t of Tomato

    Crop reached maturity at 36% health. Cleared at 252/unit into the Central Iowa market.

    Redgate Ranch · tick 1848

  13. Holding Potato in store

    Spot price 91 is below fair value. Storing and waiting for the market to firm.

    Windrow Farms · tick 1848

  14. Deferred planting — no working capital

    Seed and input bill of 1926 exceeds available cash. Seeking a microfinance loan next season.

    Highwater Collective · tick 1848

  15. Harvested and sold 2854.4t of Tomato

    Crop reached maturity at 36% health. Cleared at 252/unit into the Central Iowa market.

    Bramble Collective · tick 1848

  16. Harvested and sold 1969.2t of Tomato

    Crop reached maturity at 26% health. Cleared at 309/unit into the Riverina market.

    Bramble Collective · tick 1848

  17. Harvested and sold 0.4t of Tomato

    Crop reached maturity at 0% health. Cleared at 577/unit into the Rift Valley market.

    Dry Creek Estate · tick 1848

  18. Disease pressure in cattle herd

    Health fell to 82%. No vaccination programme in place.

    Kestrel Fields · tick 1849

  19. Planted Potato on 112.0 ha

    summer window, rain conditions. Chose Potato on expected gross margin against 8 alternatives on rain-fed land.

    Windrow Co-op · tick 1849

  20. Planted Tomato on 2.2 ha

    summer window, rain conditions. Chose Tomato on expected gross margin against 10 alternatives on rain-fed land.

    Stonewell Co-op · tick 1849

Regional realities

Central Iowa

United States · humid continental

Developed

GPS tractors, autonomous combines, futures contracts and carbon credit programmes.

Infrastructure94%
Technology92%
Labour 26.0/hr · vol 7%wool 5005

Flevoland

Netherlands · oceanic

Developed

Greenhouse-dense precision horticulture with export logistics on the doorstep.

Infrastructure96%
Technology95%
Labour 24.0/hr · vol 6%wool 5164

Riverina

Australia · semi-arid

Developed

Irrigated broadacre cropping and sheep, exposed to drought cycles.

Infrastructure85%
Technology80%
Labour 22.0/hr · vol 12%wool 4959

Andean Highlands

Peru · alpine

Developing

Terraced potatoes, llamas and community wells at high altitude.

Infrastructure35%
Technology25%
Labour 2.9/hr · vol 17%wool 4235

Rift Valley

Kenya · tropical highland

Developing

Smallholder maize and dairy, mobile money, co-operative aggregation.

Infrastructure42%
Technology30%
Labour 3.2/hr · vol 19%wool 4112

Vidarbha

India · tropical wet-dry

Developing

Cotton and pulses on rain-fed land, monsoon-dependent, microfinance driven.

Infrastructure48%
Technology35%
Labour 2.6/hr · vol 22%wool 4035