Effortless Weekly Yield Forecasts

Marketers demand production forecasts to drive sales and secure better prices. With OKO yield forecasting platform getting an estimate on your upcoming production is easy. Our data-driven model uses AI and machine vision to create a dependable approach to forecasting yield for tomato and pepper greenhouses.

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


Get Started

Implement the Yield Forecasting software platform in your greenhouse today.


Make more money with less guesswork

Discover how ecoation’s Yield platform can revolutionize your operations and deliver impressive results.

Fulfill Contracts-1Meet Contract Obligations

Forecast yield with ease to fulfil retailer contracts and avoid penalties

Manage Labor-1Streamline Labor

Efficiently Align Labor with Harvest Needs

Secure Better Prices-1Maximize Profitability

Utilize Streamlined Forecasts to Gain Advantage in Market Pricing

Predict Cash Flow-1Cash Flow Planning

Gain visibility to your future cash flow


IPM for the Modern Greenhouse Grower

Discover the ultimate Integrated Pest Management (IPM) solution, designed specifically for greenhouse owners seeking to effectively manage pests without overpaying


Yield Forecasting for Modern Growers

Explore our streamlined Yield Forecasting Solution, effortlessly scalable for greenhouse owners cultivating tomatoes or peppers, designed for simplicity and efficiency

Forecast All your Yield

Our AI-driven software platform provides a weekly yield forecast down to the exact kilogram. You can reliably estimate your harvest week over week. This eliminates any guesswork 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 Platform is your comprehensive solution for short and long-term yield forecasting

  • Portable System: Designed to be handheld, or easily mounted on any greenhouse cart
  • Location Precision: Navigate your greenhouse effortlessly with our automated location system
  • High-Quality Data Collection: Automatic image capture and analysis as you move through rows.
  • AI and Vision Models: Counting and classifying your fruit as you move through rows.
  • Centralized Dashboards: Generate or view yield forecasting data from anywhere in your language.

"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. 



Maryam Antikchi

Cofounder & CTO

Maryam leads product development for ecoation's Yield Forecasting software, dedicated to creating solutions favored by growers and scouts and championing sustainable, clean food production.



Gavin Schneider

VP Agronomy & Customer Success

Gavin excels in assisting growers and scouts with the implementation and adoption of technology, ensuring greenhouse owners maximize their return on investment.



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 machine vision camera on the OKO, combined with the yield forecasting AI model running on the machine, works 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 optimal 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.