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WO-2026096207-A1 - SYSTEM AND METHOD FOR AGRICULTURE MANAGEMENT

WO2026096207A1WO 2026096207 A1WO2026096207 A1WO 2026096207A1WO-2026096207-A1

Abstract

In at least one aspect, a computer-implemented method includes: accessing, by an agricultural management system, first data from an operational database; accessing, by the agricultural management system, second data from a real-time data server; determining a metric based on the first data and the second data; generating a first graphical user interface (GUI) for display on a client device, where the first GUI includes at least one data visualization based on the metric; and adjusting, by the agricultural management system, a setting of a piece of equipment.

Inventors

  • BOUCARD, JOHN
  • HARRELL, JASON
  • SARTAIN, Chris

Assignees

  • TESSERACT VENTURES, LLC

Dates

Publication Date
20260507
Application Date
20251016
Priority Date
20251015

Claims (20)

  1. 1. A computer-implemented method comprising: accessing, by an agricultural management system, first data from an operational database of the agricultural management system; accessing, by the agricultural management system, second data from a real-time data server of the agricultural management system; determining, by the agricultural management system, a metric based on the first data and the second data; generating a first graphical user interface (GUI) for display on a client device, wherein the first GUI comprises at least one data visualization based on the metric; adjusting, by the agricultural management system, a setting of a piece of equipment.
  2. 2. The computer-implemented method of claim 1, wherein accessing the first data comprises: accessing raw data from a data source of one or more data sources; generating, based on the data source, event data, wherein the event data comprises a data source type; processing the raw data based on the event data, wherein processing the raw data comprises generating structured and standardized data; determining, based on the event data, a database of a set of databases for storing the structured and standardized data; and storing, in the database, the structured and standardized data.
  3. 3. The computer-implemented method of claim 2, wherein the one or more data sources comprises a ledger stored in a blockchain, wherein the ledger stores user-provided data.
  4. 4. The computer-implemented method of claim 1, wherein the second data is sensor data received from one or more sensors that are communicatively coupled to a long-range wide area network gateway configured to receive data from the one or more sensors via long-range wide area network. 27 106544436.1 Docket No. 104465-862788 PCT
  5. 5. The computer-implemented method of claim 4, wherein the one or more sensors comprise a tracker coupled to equipment.
  6. 6. The computer-implemented method of claim 4, the method further comprising: generating, by the agricultural management system, a second graphical user interface (GUI), wherein the second GUI is configured for enabling a user to configure or control the one or more sensors.
  7. 7. The computer-implemented method of claim 1, wherein the visualization is updated based on changes to the metric resulting from real-time updates to the first data, the second data, or a combination thereof.
  8. 8. The computer-implemented method of claim 1, wherein the visualization comprises a comparison of the metric with a regulatory requirement.
  9. 9. The computer-implemented method of claim 1, the method further comprising: applying the first data and the second data to a machine learning model trained on data from the at-rest database and the real-time data server; receiving, from the machine learning model, a prediction of a future state of a plot associated with the first data and the second data; and automatically adjusting a setting of the piece of equipment based on a deviation of the future state from a threshold future state.
  10. 10. The computer-implemented method of claim 9, the method further comprising: monitoring, by the agricultural management system, the plot based on real-time data; and automatically adjusting the setting of the piece of equipment based on a change in the state of the plot.
  11. 11. A system for managing agricultural operations, the system comprising: a processor; and 28 106544436.1 Docket No. 104465-862788 PCT a non-transitory computer-readable storage medium containing instructions which, when executed on the processor, cause the processor to perform operations comprising: accessing first data from an operational database; accessing second data from a real-time data server; determining a metric based on the first data and the second data; generating a first graphical user interface (GUI) for display on a client device, wherein the first GUI comprises at least one data visualization based on the metric; and adjusting a setting of a piece of equipment.
  12. 12. The system of claim 11, wherein accessing the first data comprises: accessing raw data from a data source of one or more data sources; generating, based on the data source, event data, wherein the event data comprises a data source type; processing the raw data based on the event data, wherein processing the raw data comprises generating structured and standardized data; determining, based on the event data, a database of a set of databases for storing the structured and standardized data; and storing, in the database, the structured and standardized data.
  13. 13. The system of claim 12, wherein standardizing the raw data comprises converting the raw data into a common format using a machine data compiler service.
  14. 14. The system of claim 11, wherein the second data is sensor data received from one or more sensors that are communicatively coupled to a long-range wide area network gateway configured to receive data from the one or more sensors via long-range wide area network.
  15. 15. The system of claim 14, wherein the one or more sensors comprise a tracker coupled to equipment.
  16. 16. The system of claim 14, wherein the operations further comprise: generating a second graphical user interface (GUI), wherein the second GUI is configured for enabling a user to configure or control the one or more sensors. 29 106544436.1 Docket No. 104465-862788 PCT
  17. 17. The system of claim 11, wherein the visualization is updated based on changes to the metric resulting from real-time updates to the first data, the second data, or a combination thereof.
  18. 18. The system of claim 11, wherein the operations further comprise: accessing third data from a third-party system via a third-party application programming interface (API); and determining the metric based, at least in part, on the third data.
  19. 19. The system of claim 11, wherein the operations further comprise: applying the first data and the second data to a machine learning model trained on data from the at-rest database and the real-time data server; receiving, from the machine learning model, a prediction of a future state of a plot associated with the first data and the second data; and automatically adjusting a setting of the piece of equipment based on a deviation of the future state from a threshold future state.
  20. 20. The system of claim 19, wherein the operations further comprise: monitoring the plot based on real-time data; and automatically adjusting the setting of the piece of equipment based on a change in the state of the plot. 30 106544436.1

Description

Docket No. 104465-862788 PCT SYSTEM AND METHOD FOR AGRICULTURE MANAGEMENT CROSS-REFERENCE TO RELATED APPLICATION [0001] This application claims priority to U.S. Patent Application No. 19/359,242, filed in the U.S. Patent and Trademark Office on October 15, 2025, which claims the benefit of U.S. Provisional Patent Application No. 63/712,717, filed in the U.S. Patent and Trademark Office on October 28, 2024, which is incorporated herein by reference in its entirety for all purposes. FIELD [0002] The disclosure relates to systems and methods for agricultural management. BACKGROUND [0003] As more data becomes available, organizations and enterprises aim to find ways to gather, store, and analyze the data to find efficiencies. However, the amount of available data can be cumbersome and inefficient to process. In certain industries, advances in equipment yield large amounts of data. Current systems struggle with efficiently handling and synthesizing these amounts of data, resulting in lost opportunities for discovering synergies and operational efficiencies. BRIEF DESCRIPTION OF THE DRAWINGS [0004] To easily identify the discussion of any particular element or act, the most significant digit or digits in a reference number refer to the figure number in which that element is first introduced. [0005] FIGs. 1A and IB illustrate an example operating environment for providing an agricultural management system. [0006] FIG. 2 illustrates a data ingestion process for an agricultural management system. [0007] FIG. 3 illustrates another data ingestion process for an agricultural management system. [0008] FIG. 4 illustrates another example operating environment for providing an agricultural management system. [0009] FIG. 5 illustrates a method for automatically adjusting equipment. 1 106544436.1 Docket No. 104465-862788 PCT [0010] FIGs. 6A, 6B, and 6C illustrate exemplary graphical user interfaces (GUIs) for displaying data visualizations generated by the agricultural management system. [0011] FIG. 7 illustrates an example computing device for implementing an agricultural management system. DETAILED DESCRIPTION [0012] Various examples of the disclosure are discussed in detail below. While specific implementations are discussed, it should be understood that this is done for illustration purposes only. A person skilled in the relevant art will recognize that other components and configurations may be used without parting from the spirit and scope of the disclosure. Thus, the following description and drawings are illustrative and are not to be construed as limiting. Numerous specific details are described to provide a thorough understanding of the disclosure. However, in certain instances, well-known or conventional details are not described in order to avoid obscuring the description. References to one or an example in the present disclosure can be references to the same example or any example; and such references mean at least one of the examples. [0013] Reference to “one example” or “an example” means that a particular feature, structure, or characteristic described in connection with the example is included in at least one example of the disclosure. The appearances of the phrase “in one example” in various places in the specification are not necessarily all referring to the same example, nor are separate or alternative examples mutually exclusive of other examples. Moreover, various features are described which may be exhibited by some examples and not by others. [0014] The terms used in this specification generally have their ordinary meanings in the art, within the context of the disclosure, and in the specific context where each term is used. Alternative language and synonyms may be used for any one or more of the terms discussed herein, and no special significance should be placed upon whether or not a term is elaborated or discussed herein. In some cases, synonyms for certain terms are provided. A recital of one or more synonyms does not exclude the use of other synonyms. The use of examples anywhere in this specification including examples of any terms discussed herein is illustrative only, and is not intended to further limit the scope and meaning of the disclosure or of any example term. Likewise, the disclosure is not limited to various examples given in this specification. 2 106544436.1 Docket No. 104465-862788 PCT [0015] Without intent to limit the scope of the disclosure, examples of instruments, apparatus, methods and their related results according to the examples of the present disclosure are given below. Note that titles or subtitles may be used in the examples for convenience of a reader, which in no way should limit the scope of the disclosure. Unless otherwise defined, technical and scientific terms used herein have the meaning as commonly understood by one of ordinary skill in the art to which this disclosure pertains. In the case of conflict, the present document, including definitions will cont