In order of % total represented:

Data Analytics (35%, with 107 Counts)

Description: Includes the monitoring and processing of sensor data into actionable recommendations for an end user

Current State: Climate Corporation | Able to help farmers predict rainfall, crop growth stage, and receive notifications across multiple devices

Machine Perception (24%, with 73 Counts)

Description: Includes a myriad of system embedded sensors such as hyperspectral imaging, LiDAR, and NDVI

Current State: BlueRiver | Able to use machine vision systems on-boarded unto tractors to identify and target vegetation that needs to be culled. Able to evaluate nearly ~50 points of plant viability without human analysis

Sensors (19%, with 57 Counts)

Description: Includes temperature and humidity sensors, soil testing sensors

Current State: Tule | Able to deploy constantly on sensors that inform end user on the evapotranspiration status of crops and how to modify irrigation

Robotics (14%, with 42 Counts)

Description: Includes autonomous steering solutions, UAVs, smart farm machinery, and associated robots

Current State: Harvest | Swarm robots that are able to pick up and transplant pots are required. Are able to detect humans and work alongside people.

Algorithms (5%, with 15 Counts)

Description: Includes natural language processor and behavior adaptive based solutions, technology is primarily differentiated by the use of advanced and proprietary algorithms and their datasets

Current State: Descartes Labs | Trains neural networks to extract visible and non-visible bands from satellite imagery. Able to predict harvest yields to within an accuracy of 99%

Admin Tools (3%, with 8 Counts)

Description: Includes cloud enabled systems that report on the execution or results of an automatable task or production plan. Lower IM value add and less computationally rigorous.

Current State: Hexagon Agriculture | Some software products help ethanol producers for production and logistics planning during the distribution phase of the agriculture value chain