AI & Data: Our selection of original articlesOur selection

David Pineau (à gauche) et Olivier Antonin (à droite), cofondateurs de Cockpit.

How to Improve the Profitability of a Farm? "By Analyzing Each Plot," Says Olivier Antonin

Relying on economic data that is eighteen months old is still the daily reality for many farmers. This delay is compounded by another blind spot: knowing the yield of a plot is not enough to understand its profitability. An interview with Olivier Antonin, co-founder of Cockpit Agriculture, who aims to provide farmers with new tools to measure, compare, and anticipate.

Anne Barrat - 14 September 2026

SPECIAL WATER REPORT

Mekki Maalej, founder of Agri Safe: "AI does not replace farmers, it transforms data into water savings"

In this new segment of our special report on water, we hear from Mekki Maalej, founder of Agri Safe. Coming from a family of farmers in Tunisia and now based in Toulouse, the entrepreneur explains how artificial intelligence can help farmers irrigate more precisely and save up to 35% of water.

Anne Barrat - 10 July 2026

Valentine Godin, founder and CEO of Maya, and Steve Tanner, co-founder and CTO of Ecorobotix.

Interview

Ecorobotix and Maya Join Forces to Combine Ultra-High Precision with AI-Driven Data Intelligence

Leveraging ultra-precise data collected in the field by integrating it into a specialized AI assistant is the ambition of Ecorobotix and Maya. In a joint interview, their leaders detail their collaborative project and share their vision for the future of technology in agriculture and green space management.

Aurore Dupont - 24 June 2026

Space

Measuring Plant Stress: Flex, the Satellite Monitoring Vegetation Health

Detecting vegetation stress from space: this is the promise of Flex, a European satellite set to launch in September 2026. By observing an invisible light signal emitted by plants during photosynthesis from space, scientists hope to better understand how vegetation reacts to environmental stress and its effects on the carbon cycle and climate.

Aurore Dupont - 21 May 2026

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Des cultures vertes vibrantes prospèrent dans une serre spacieuse, mettant en avant l'agriculture moderne.

Source.ag Acquires Optimal to Revolutionize Autonomous Greenhouses

Source.ag, an Amsterdam-based AI company, has acquired Optimal, a London startup that developed an AI system for managing greenhouses autonomously. This acquisition aims to enhance yields and reduce reliance on skilled labor while addressing current climate challenges. Initial implementations of this technology are expected this winter in Europe and North America, with global expansion plans to strengthen food security.

Source: Agropages, published under the title "Source.ag acquires Optimal, the London AI startup that puts ..." - 16 October 2026

Une photo aérienne vibrante des champs agricoles à Cisauk, Banten, montrant des cultures diverses.

Zema Global and SatYield Partner to Enhance Crop Forecasts Using Satellites

Canadian company Zema Global and Israeli startup SatYield have teamed up to provide agricultural market players with yield and production estimates based on satellite observation. Their analyses, particularly focused on soybeans and corn, aim to detect crop changes and their implications for supply more swiftly, integrating this data into decision-making tools for traders and analysts.

Source: Agropages, published under the title "Zema Global and SatYield bring satellite-based crop intellig..." - 16 October 2026

Un agriculteur et un enfant travaillant dans un champ rural avec une charrue à chevaux à Kaolack, Sénégal.

AI Maps Crops in Senegal with 84% Accuracy, Transforming Agriculture

The Tessera artificial intelligence tool, developed at the University of Cambridge, is revolutionizing crop mapping in Senegal, providing an accessible and precise solution for smallholder farms. By enabling better data collection, it could enhance food security in the face of growing climate challenges, particularly during El Niño periods. This technology could transform how governments and NGOs assess agricultural production in developing countries.

Source: Agropages, published under the title "AI tool for mapping smallholder crops proves itself in Seneg..." - 9 October 2026

Gros plan du dispositif de plantation de précision SeedSense dans un atelier agricole, mettant en avant la technologie moderne de l'agriculture.

Sensors to Detect Early Signs of Plant Stress

At the University of Georgia in the United States, Professor Liang Dong is developing sensors designed to detect the early signs of plant stress, particularly in response to drought and diseases. At the intersection of engineering, agronomy, and artificial intelligence, this research aims to closely monitor crop reactions and provide farmers with useful information to adapt their interventions.

Source: Agropages, published under the title "Precision agriculture sensors help farmers detect drought, d..." - 9 October 2026

Vue aérienne étendue de champs verts et dorés au crépuscule avec un village lointain et un ciel nuageux.

Syngenta Launches AI Tool to Target Crop Inspections

Syngenta has launched Cropwise™ Explorer, a digital tool designed for retailers and their farmer clients, enabling quick identification of agronomic issues in the field, optimizing decision-making, and improving crop management. By integrating historical data, real-time information, and satellite imagery, this tool facilitates monitoring of crop conditions and early detection of anomalies, while providing reports and analyses to prioritize field interventions.

Source: Agropages, published under the title "Syngenta launches Cropwise Explorer to help retailers delive..." - 9 October 2026

Scientifique observant la croissance de la laitue sous des lumières LED dans un laboratoire hydroponique, mettant en avant les innovations de l'agriculture intérieure.

Bayer Launches Tool in Morocco to Predict Residues Before Harvest

At the Food Safety Seminar in Agadir, Bayer Crop Science Morocco unveiled ResiYou, an innovative digital solution designed to anticipate residue concentrations before harvest. This new tool aims to enhance crop protection while meeting commercial outlet requirements, thereby facilitating the work of producers and their advisors. The event, in partnership with Tentamus, highlights the growing importance of food safety in the agritech sector.

Team AgriMaroc.ma, Source: Agrimaroc, published under the title "Rgohiii evcugfaaeaoides : brsss saehgvia ncoreef eei uiieora..." - 6 October 2026

Tracteur vert pulvérisant de l'engrais sur un vaste champ agricole sous un ciel bleu clair.

Coggan Farms Reduces Chemical Use by 85% with Autonomous Weeding Robots

Coggan Farms in Australia has invested in autonomous robots for weed control, significantly reducing chemical usage. With AutoFill technology, these machines can recharge automatically, decreasing labor needs and enhancing operational efficiency. The integration of these autonomous systems has achieved consistent precision and optimized operating costs, with a return on investment estimated between 12 and 18 months. Farmers can also compare the costs of autonomous and conventional systems using a new online tool.

Source: Agropages, published under the title "Autonomous spraying cuts chemical use by 85% at Coggan Farms" - 6 October 2026

Enhancing Crop Mapping Through Machine Learning Techniques

This study highlights the integration of SAR and optical data for accurate early-season crop classification, demonstrating the effectiveness of machine learning algorithms in precision agriculture. The results, obtained through field samples and data analysis, underscore the importance of these technologies for sustainable agricultural resource management and food security in India.

Source: Springer, published under the title "Improving early season crop type mapping using machine learn..." - 6 October 2026

Europe Prepares Common Digital Identifier for Agricultural Enterprises

On October 1, 2026, Annie Genevard inaugurated the EDIC for Agri-Food, a European consortium aimed at developing digital solutions to enhance farmers' competitiveness in the face of climate and geopolitical challenges. This project, supported by 15 million euros in European funding, aims to reduce the administrative burden on farmers and promote digital sovereignty in Europe.

Source: Ministère De L'agriculture Et De La Souveraineté Alimentaire, published under the title "Lancement de l’EDIC for Agri-Food" - 5 October 2026

Une moissonneuse-batteuse travaillant dans un champ de blé doré pendant la journée, ciel clair.

Europe Prepares Common Digital Identifier for Agricultural Enterprises

The EDIC for Agri-Food consortium, launched in October 2026, aims to develop a digital identifier for agricultural enterprises in Europe, thereby facilitating information exchange and system interoperability. With a budget of 15 million euros, this project seeks to simplify administrative processes and support farmers in adapting to climate challenges, while also strengthening the digital sovereignty of the sector.

Team AgriMaroc.ma, Source: Agrimaroc, published under the title "Agriculture numérique : l’Europe prépare une identité commun..." - 3 October 2026