Crop Yield Prediction Ecosystem

Most operations estimate with 15–25% error.
Each percentage point costs you USD 150–400 per hectare.

LAYERS delivers yield predictions with over 90% accuracy, field-validated, so your production plan holds through harvest. Budgets that hold. Logistics that don't improvise. Decisions with data, not intuition.

For sugarcane, corn, soy, wheat, and cotton operations across LATAM.

LAYERS
Field Overview
Yield Prediction
84.2TCH
Sugarcane
MAPE30.0%where others average 15%+
1 Parcel11.02 ha
Source:Oct 2025
S1S2L8/9Planet
Data Layers
Bare Soil
Temporal Evolution
Aug 2025
Nov 2025
NDVI
0.80.40
Variability
0.280.140
Chlorophyll (NDRE)
0.40.20
Nitrogen
3.61.80
Yield Optimization Point
Expected yield benefit (t/ha)Δ Yield (t)
Advance
Maintain
Delay
ParcelWkHaRec.Δ YieldImpact
2-151-1-31625.76Delay 4w49.88$17,457
2-151-1-111634.78Delay 4w35.03$12,261
1-1-5-21726.91Delay 4w30.31$10,609
2-151-1-101625.07Delay 4w28.28$9,897
Parcels47
Econ. Impact$164K
Δ Yield (t)469.5
SeasonSAFRA 2026
Updated weekly per parcel

Active in 5 markets. Trusted by operators across LATAM and Europe.

SyngentaAMAGGIGrupo GloriaDiana BioenergiaSão ManoelAzucareraAmalgamated SugarCanal SugarEster AgroindustrialBevap BioenergiaSan JacintoCartavioTestonSMBSCBritish SugarVista AlegreIpirangaBaldin BioenergiaSyngentaAMAGGIGrupo GloriaDiana BioenergiaSão ManoelAzucareraAmalgamated SugarCanal SugarEster AgroindustrialBevap BioenergiaSan JacintoCartavioTestonSMBSCBritish SugarVista AlegreIpirangaBaldin Bioenergia
3 Continents Global Reach

Active operations in LATAM, Europe, and North America. Over a decade in the world's most demanding agricultural markets.

Over 90% Forecast Accuracy

Custom models calibrated on your field data, validated against your historical harvest outcomes. Not generic averages.

13 Years Pioneers Since 2011

Recognized internationally since 2011. Trusted by agricultural operations across Brazil, Peru, Central America, and Europe.

The cost of getting it wrong

You gave a production number.

You know how this ends.

The campaign closes. Your estimate was off by 15%, maybe 20%. The CFO is not asking about the weather. The CFO is asking about your process.

It costs you first. Because when the harvest closes short, someone has to explain why.

And then it costs you operationally. In logistics schedules built on assumptions. In storage and processing capacity that sits idle,or overflows. In contracts signed before you knew how much you could actually deliver.

This is not new. Across Latin America, agricultural operations see 15–25% deviation between forecast and actual yield. The planning assumption is that nobody can do better. That variance is structural. That it is in the crop. That it is in the climate. But that assumption has a cost.

Here's how we get there

From your last 3 harvests to weekly yield predictions.

1

We start with what you already have

Your last 3+ seasons of production records. Your field geometry. Your varieties. We validate data quality and train a custom model calibrated to your conditions,not a generic algorithm that ignores your soil, your climate, your operational patterns.

2

Weekly predictions. Parcel by parcel.

Every week during the growing season: updated yield and quality estimates per parcel. Delivered in your dashboard, via API, or as CSV,however your team needs it. When the field changes, your forecast changes with it.

3

Plan based on data, not guesswork

Align your harvest and processing schedule to expected tonnage per parcel. Adjust logistics and capacity before harvest, not during. The goal: reduce the gap between what you forecast and what you actually collect.

WHY LAYERS

Technology predicts.

Agronomists interpret.

The LAYERS platform combines satellite imagery, weather data, and 13 years of agronomic modeling to forecast yield at parcel level with institutional-grade precision.

But prediction is not the whole story. Every LAYERS client works with a dedicated agronomist who knows your operation, speaks your language, and helps you translate forecast data into operational decisions.

CONTRACTUAL GUARANTEE

The first platform in LATAM that puts its precision in the contract.

If we don't reach the agreed precision threshold, the contract protects you. It's not a slogan. It's a clause.

Custom AI model

Trained on your fields, your varieties, your climate history. Not a generic global model applied to your coordinates.

Weekly parcel-level updates

Yield predictions refreshed every week at parcel resolution, so you see shifts before they compound.

Dedicated agronomist

A named technical partner who reviews every forecast cycle with you and flags what matters for your operation.

Your data stays yours

Full ownership of your production records and model outputs. No lock-in, no shared datasets.

Weekly refresh

Per-parcel updates

Productive zone mapping

Benchmarked by parcel

LAYERS CROP PREDICTOR
Harvest 2025/26

Est. Yield

84.2 t/ha

MAPE

30%

96.4% accuracy validated in field
DA

Director of Agricultural Operations

Sugarcane Mill, Central America

We used to plan with 15% error. After one season with LAYERS, we closed within single digits. The operations team finally trusts the forecast.
SugarcaneCentral America
Full attribution available under NDA.
GP

Planning Manager

Agricultural Cooperative, Brazil

Before LAYERS, the gap between budget and harvest was our biggest friction with the board. Today we present numbers that hold.
SoyBrazil
Full attribution available under NDA.
RC

Head of Rural Credit

Financial Institution, Brazil

LAYERS allows us to validate the productive capacity of each operation before approving the credit line. We reduced agroclimatic risk exposure by 40%.
Regional IntelBanking
Full attribution available under NDA.
ML

Director of Innovation

Agroindustrial Group, Peru

What surprised us most wasn't the technology, it was the support. The LAYERS team understands our field, not just our data.
CornPartnership
Full attribution available under NDA.
Testimonials

What our clients say

Results validated in the field, across crops and continents.

LAYERS AI
Hi, I'm the LAYERS technical assistant. Before we start, what's your name so I can personalize the conversation?

Ready to see it on your own parcels?

Schedule technical demo, 30 min

No commitment. We bring your historical data and show you what our model would have predicted in your last harvest.

TALK TO US

The best time to fix your forecast is before the next harvest closes short.

Request a technical demo with real satellite data from your region. Our team will walk you through the platform using conditions relevant to your operation.

30-minute demo with real data from your region
Your data stays private. No sharing, no lock-in.
Dedicated agronomist assigned to your operation
LAYERS

LAYERS works exclusively with operations of 10,000 hectares or more.