Canalytics Consulting & Engineering
Area of expertise

Digital Agriculture

Precision agriculture, satellite crop monitoring, and operating platforms for farms, cooperatives, and aggregators.

Morocco's Génération Green 2020-2030 strategy and the Pôle Digital de l'Agriculture have committed to a deep transformation of agricultural value chains. Our GeoAI and IoT platforms provide the technical layer that enables ORMVAs, cooperatives, and farm operators to manage crops with data — and Agriculture 4.0 programmes to find their operational arm.

Our services

  • Precision agriculture and crop mapping (Agriculture 4.0)
  • Digital land parcel mapping and agricultural land data
  • Vegetation index monitoring (NDVI, NDWI, SAVI) via Sentinel-2
  • Agroclimatic data: temperature, rainfall, ETP, and water stress
  • Early disease and pest detection via satellite and drone imagery
  • Yield forecasting and analysis via machine learning models
  • Agricultural IoT sensor deployment and LoRaWAN networks
  • SaaS/DaaS platforms for agricultural data (digital pilot farms)
  • Monitoring dashboards for cooperatives, aggregators, and ORMVAs
  • Technical team training in precision agriculture

Potential clients

  • Pôle Digital de l'Agriculture, de la Forêt et Observatoire de la Sécheresse
  • MAPMDREF
  • ORMVA
  • Agricultural cooperatives
  • Agricultural aggregators
  • Farm operators
  • COMADER
  • ONCA
  • FAO
  • World Bank

Our approach

Step 01

Multi-source data collection

Sentinel-2 satellite imagery, RGB/multispectral drone flights, IoT field sensors, and weather data consolidated into a unified spatial reference database.

Step 02

Analysis and modelling

Vegetation index computation (NDVI, NDWI, SAVI), water-stress detection, yield forecasting, and disease detection via computer vision.

Step 03

Platform and alerts

Real-time web or mobile dashboard, automated periodic reports, threshold-based alerts, and integration with existing cooperative or ORMVA systems.

Technologies & tools

  • Sentinel-2 / Landsat
  • Drone RGB + Multispectral
  • NDVI / NDWI / SAVI
  • Google Earth Engine
  • Python / Scikit-learn
  • IoT / LoRaWAN
  • QGIS / ArcGIS Pro
  • SaaS Dashboard

Have a digital agriculture project in mind?

Plot mapping, a cooperative dashboard, or an IoT rollout — let's talk about your farm or your territory.