ProfitCast project logoOngoing

ProfitCast · space data, field decisions

See your profit potential.Before you harvest.

How much could your crops earn, and which actions make economic sense? ProfitCast combines satellite data, yield forecasts and production costs to support more profitable decisions throughout the season.

ESA Space Solutions

This project is being co-funded by the European Space Agency under ARTES 4.0 Business Applications – Space Solutions.

Satellite observing crop condition and variability within a field
From crop health to profitabilityYield + fertilization + field economics

Project information

ProfitCast for Farms – EO-driven, in-season profit forecasting per field

ProfitCast transforms Earth Observation (EO), agronomic and farm economic data into continuously updated field-level yield and profitability insights. The service combines yield forecasting, soil and nutrient assessment and economic modelling to support farmers and agri-food companies in making more informed production and fertilisation decisions during the growing season.

Project short name
ProfitCast
Status
Ongoing
Type
Demonstration Project
Theme
Food & Agriculture
Space asset
Earth Observation (EO)
Country
Poland

Objectives of the service

ProfitCast addresses a fundamental challenge in agricultural production: important agronomic decisions are often made without a continuously updated view of their expected economic outcome.

The service combines Earth Observation data with farm records, weather information, soil data, production costs and market assumptions to estimate Expected Net Profit (ENP) at field level during the growing season.

The project covers three complementary capabilities: dynamic yield forecasting, soil and nutrient assessment and profitability-oriented decision support. The resulting information supports the comparison of alternative management and fertilisation scenarios and helps identify situations in which production costs, yield risks or nutrient conditions may affect expected profitability.

ProfitCast is integrated with the FarmCloud platform so that agronomic, operational and economic information can be analysed within one environment.

More confidence in an unpredictable season

Every field decision has an economic impact

Assess whether an operation will pay off before committing to its cost.

Spot risks to yield and profit while there is still time to respond.

Use up-to-date forecasts to plan production and support commercial negotiations.

01 / ENP Calculator

Understand your profit potential during the season

The ENP Calculator (Expected Net Profit) translates field data into expected net profit. It combines dynamic yield forecasts, selling prices and production costs from FarmCloud to help assess crop profitability before harvest.

  • Profit forecasts for each field and crop, updated as conditions change.
  • Scenario comparisons: different selling prices, operation costs or fertilization plans.
  • Break-even analysis and alerts when the forecast falls below your target.

Gain a basis for planning expenditure, choosing profitable operations and negotiating with buyers.

ENP Calculator

Your field. A fuller picture of the outcome.

Yield forecastSelling price
Production costs
Expected net profit

Explore how changing your assumptions affects profitability.

02 / Fertilization Strategy

Invest in fertilization with a clear goal

Compare strategies focused on maximizing yield, reducing costs or balancing economic and environmental performance. The module combines satellite data, soil test results and field history.

  • Assessment of soil nitrogen, phosphorus and potassium (NPK), supported by artificial intelligence (AI) models and reference measurements.
  • Fertilization scenarios that account for yield targets and available budgets.
  • Comparison of each strategy's impact on expected yield and profit in the ENP Calculator.

Direct inputs where they make economic sense and reduce unnecessary fertilizer use.

Fertilization Strategy

Match your strategy to your goal

Yield potential
Cost control
Economics and environment

Soil data + field history + planned budget

03 / Yield Intelligence

See how your fields' potential changes

Yield Intelligence combines satellite observations with weather and agronomic data. Yield forecasts evolve with crop growth and seasonal conditions, providing up-to-date inputs for profitability analysis.

  • Dynamic yield forecasts based on crop condition and weather patterns.
  • Monitoring of within-field variability and identification of areas needing attention.
  • Identification of water stress, temperature stress and other factors limiting crop potential.

Respond to risks earlier and improve harvest, supply and resource planning.

Yield Intelligence

Spot differences. Respond earlier.

Areas needing attention

Illustrative field variability map. Satellite observations + weather + yield models.

Who is ProfitCast for?

Users and their needs

The current pilot and validation activities involve users in Poland. The commercial target markets also include selected European markets, including Italy, Spain and Romania.

Farmers and producer groups

Need earlier and more reliable information about expected yield, production costs, profitability and the economic impact of alternative agronomic decisions.

Agronomic advisors and consultants

Need integrated agronomic and economic information to justify recommendations and compare alternative management scenarios.

Food processors and distributors

Need better visibility of expected production volumes and the economic situation of supplying farms to support procurement, contracting and supply planning.

Agri-input suppliers

Need data-driven insight supporting fertilisation recommendations, demand forecasting and economically justified advisory services.

How does it work?

Service concept

ProfitCast combines several layers of information into a single field-level decision-support service.

Earth Observation data provide information about crop development, vegetation condition, temperature, water-related stress and spatial variability. Hyperspectral observations and reference soil analyses support the assessment of soil productivity and nutrient status.

These data are combined with weather information, field history, farm operations, expected crop prices and production costs available within FarmCloud.

The processing chain produces three main types of information:

  1. Yield Intelligence – dynamic yield forecasts and spatial variability analysis.

  2. Fertilization Strategy – nutrient and fertilisation decision support.

  3. ENP Calculator – field-level Expected Net Profit and comparison of alternative management scenarios.

Results are presented through the FarmCloud web and mobile environment as maps, indicators, forecasts, alerts and decision-support information.

Space added value

Earth Observation is a core data source for ProfitCast because it enables repeatable and spatially consistent monitoring of entire fields and large agricultural areas without relying on dense networks of in-field sensors.

Sentinel-2 multispectral imagery supports the analysis of vegetation condition, crop development and spatial variability. Sentinel-3 data contribute thermal and regional vegetation information. Hyperspectral observations from missions such as EnMAP and PRISMA support the development of soil productivity and nutrient assessment methods.

Satellite observations complement farm records, laboratory soil analyses and weather data. Compared with approaches based only on manual field inspection or point measurements, Earth Observation provides scalable, repeatable coverage and enables the system to identify within-field variability and monitor changes during the growing season.

This combination supports dynamic yield forecasting, nutrient assessment and field-level profitability modelling across larger areas.

Current status

Ongoing

The project team has completed the collection of detailed user needs and requirements with representatives of the target user groups. The requirements cover field-level profitability forecasting, yield forecasting, fertilisation planning, soil and nutrient assessment and the use of ProfitCast outputs in operational decision-making.

The collected requirements have been consolidated and validated with users and now form the basis for the project requirements baseline.

Current work focuses on translating the validated user requirements into detailed system requirements and completing the first version of the ProfitCast System and Service Architecture. These outputs form the basis for the Baseline Design Review and the subsequent system development activities.

Space technology for agriculture

Project co-funded by ESA

This project is being co-funded by the European Space Agency under ARTES 4.0 Business Applications – Space Solutions.

Prime Contractor

Agri Solutions Sp. z o.o.

Poland

agrisolutions.eu

ProfitCast

Plan your next season with profit in view

Do you run a farm, advise growers or work with agricultural producers? Contact the project team about pilot activities, collaboration and service availability.

Discuss collaboration