Yield Forecasting Software Platform 

The ecoation yield forecasting software platform makes it easy to assess your crops and estimate your yield. This helps growers secure the best prices at the market.

With this platform, you can forecast yields with precision, so you know how much product to harvest and when.

Yield forecasting software platform ROI

12.4%Improved accuracy

ROI-171-1Yield forecasting software platform Fruit count increase

40xMore fruit count per hour

Yield forecasting software platform labor improvements

50%Labour planning improvements

Yield Forecasting Software Platform for commercial Greenhouses


Get Started

Implement the Yield Forecasting software platform in your greenhouse today.


Make more money with less guesswork

Get accurate short-term forecasts to ensure you can fulfil your retailer obligations and get the best prices for your produce.

Fulfill Contracts-1Fulfill your Contracts

Get an accurate short-term forecast to ensure you can fulfil your retailer obligations.

Manage Labor-1Manage Labor more Effectively

Schedule labor and logistics to meet your harvest demand.

Secure Better Prices-1Secure better Prices

Secure better prices for your forecasted production ahead of time, to maximize your income.

Predict Cash Flow-1Predict Cash Flow

Get visibility into your income and cash flow to help manage the operation.


IPM for the Modern Greenhouse Grower

Learn how we handle IPM through our AI Driven IPM scouting software solution.


Yield Forecasting for Modern Growers

Take your Yield Forecasting to the next-level through Artificial Intelligence. 

Forecast All your Yield

Our AI driven software platform provides an accurate yield forecast down to the exact kilogram. You can accurately estimate your harvest week over week. This eliminates any guess work from your calculations and allows you to maximize your revenue by meeting the exact market demand.

Get Started

Implement the Yield Forecasting software platform in your greenhouse today. 

AI for Forecasting

Yield Forecasting with OKO

OKO is the first industrial-grade greenhouse data harvesting system. It's used by successful commercial Greenhouses all over the world to digitize scouting, perform valuable IPM functions as well as collect and store data used in highly accurate yield forecasting of harvests.

Our software program is significantly enhanced with the assistance of OKO robots, by offering increased precision, efficiency, and effectiveness. 

OKO for Yield Forecasting
Yield Forecasting software platform interface
Web + Mobile App

Greenhouse IPM data at your Finger tips

An easy to use, highly intuitive interface lets Growers, Scouts and Owners seamlessly get a complete picture of the Greenhouse through AI driven IPM Software analysis.

The IPM scouting software solution allows for detailed views on pest pressure throughout the commercial greenhouse. The IPM scouting solution is available through the web or via the mobile app, allowing complete freedom to how and where you access the IPM data. 

The Virtual walk where you see Everything

Our platform provides a comprehensive virtual walk of the Greenhouse that meticulously photographs the growing area, post by post. The detailed photographs are analyzed by AI to give you a comprehensive birds eye-view of your plant's health, disease pressure and yield Forecast.

HubSpot Video

"ecoation and the OKO help me collect and track data day to day at a granular level on my farm. Agriculture is changing fast and ecoation helps me keep up!”

"ecoation enhances our abilities by giving us more higher resolution data to make better real-time decisions."

"The OKO is very user friendly and easy to operate which has made integration with our pepper forecasts smooth."

How Twin Creeks Greenhouses yield forecasting became more accurate. 

Mike Cornelissen-1

"With better predictions, I can secure better prices for my peppers and ensure I am being efficient in my operations."

Mike Cornelissen, President
Twin Creeks Greenhouse canada

Get Started

Implement the Yield Forecasting software platform in your greenhouse today. 

Talk to our Yield Forecasting Experts

Our team is available to chat about IPM, Yield Forecasting and software technology that fits your needs.

Saber Miresmailli

Cofounder & CEO

Dr. Miresmailli is extensively involved in the research and development of solutions addressing plant health and horticulture. 



Mauricio Manotas

Chief Revenue Officer

A veteran in the Ag-Tech industry, Mauricio brings over 20 years of experience in commercial greenhouse technologies. 



Maryam Antikchi

Cofounder & CTO

Maryam is the brains behind the ecoation Yield Forecasting software platform and passionate about sustainable clean food production. 



What is Yield Forecasting?

Yield forecasting plays a crucial role in the success of commercial greenhouses. It refers to the process of predicting the expected crop yield or production output in a greenhouse environment. By estimating the yield, greenhouse operators can make informed decisions regarding crop management, resource allocation, and financial planning. This forecasting technique combines historical data, current conditions, and advanced analytical tools to provide accurate projections.

Yield forecasting offers several benefits for commercial greenhouse operations. Firstly, it enables growers to optimize resource allocation. It also assists in crop planning and decision-making. Growers can anticipate the market demand and plan their planting schedules accordingly. This enables them to align their greenhouse operations with market trends, reduce losses due to oversupply or undersupply, and maximize their profits.

In conclusion, yield forecasting is a crucial tool for commercial greenhouses to predict and plan their crop production. This enables them to optimize resource allocation, make informed decisions, and manage risks effectively. With the help of yield forecasting, commercial greenhouses can enhance their productivity, profitability, and sustainability in a highly competitive market.

What crops can we forecast?

The IPM module of OKO can work with any type of crop grown inside a commercial greenhouse. The Yield Forecasting module currently works with Tomatoes and Bell Peppers. If you are interested in other crops please reach out to our team to discuss your options.

How does Yield Forecasting work with OKO?

OKO provides an accurate view of the harvest, which can be used for sales forecasting and decision-making. When driven down a row of plants, OKO automatically captures and analyzes images of the greenhouse. The data automatically gets processed by our on-device supercomputer and GPU. The result is highly accurate and available in real-time to decision-makers. Forecasting data can be used to plan and optimize labour, forecast sales, and secure better prices in the market.

How is data captured and transferred?

An onboard 360° 8K machine vision camera on the OKO, combined with the yield forecasting AI model running on the machine supercomputer, work together to capture and process yield forecasting data. The results are transmitted to the cloud via the greenhouse's WiFi network, making a fast and stable connection crucial for optimial performance. 

Who owns the Greenhouse Data collected by OKO?

You own all of the data collected and stored by OKO and ecoation from your Greenhouse. You have complete control and access to the collected data through our interface. We only store the data for the purposes that have been agreed upon as part of our Digitized Scouting, Integrated Pest Management and Yield Forecasting program.

Why is OKO’s AI more useful than traditional forecasting techniques?

OKO's AI is more useful because it samples more plants per acre than traditional techniques, providing farmers with a more accurate forecast. This helps farmers optimize yields, reduce risks, and maximize profits.

What is the accuracy of OKO Forecasting?

OKO’s forecasting accuracy has been demonstrated across more than 20 tomato and pepper cultivars, with consistent outperformance or at par with top-grower forecasts. Its use of machine learning algorithms and granular data sources allows for increasingly precise predictions season after season.

How much ROI can I expect from OKO Forecasting?

OKO’s forecasting capabilities have been rigorously tested across more than 20 cultivars of tomatoes and green peppers, with minimal deviation between the forecasts and actual harvests. Leveraging machine learning algorithms, OKO’s forecasting accuracy improves with time, resulting in increasingly precise results from season to season. Importantly, OKO’s AI has consistently outperformed traditional grower forecasts, proving its ability to provide highly granular and accurate predictions for a wide range of greenhouse productions.


How Twin Creeks Improves Short-Term Yield Forecasting 

By harnessing the platform's advanced algorithms and machine learning capabilities, Twin Creeks Greenhouse achieves precision in predicting crop yields. This innovative partnership between Twin Creeks Greenhouse and ecoation paves the way for sustainable and efficient farming practices in the ever-evolving agricultural industry.


How Yield Forecasting Revolutionizes Horticulture

Before delving into the impact of AI-driven greenhouse yield forecasting, it is essential to understand the significance of accurate yield predictions in horticulture. Crop yield forecasting provides valuable insights to farmers, growers, and other stakeholders in the industry, enabling them to make informed decisions about resource allocation, production planning, and market strategies.



Virtual Walks used with Yield Forecasting

The fruit of a tomato plant can also provide valuable insights into steering strategy and management effectiveness. While using the OKO during the fruit forecasting process, the camera is centred along the generative section of the tomato plant, counting fruit and classifying ripeness. This automated, machine learning-enabled process turns fruit counts into a yield forecast.


Significance of Yield Forecasting  

In the realm of commercial greenhouse cultivation, maintaining a competitive edge necessitates more than mere seed sowing and optimistic expectations. This is precisely where the significance of yield forecasting becomes evident. Yield forecasting, the act of assessing crop production and estimating yield potential, holds immense importance for commercial greenhouses.

Get Started

Implement the Yield Forecasting software platform in your greenhouse today.