Patents by Inventor Michael Shawn Jacob
Michael Shawn Jacob has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20250225011Abstract: Techniques for identifying faults in a collaborative computing system including a plurality of disparate, geographically separated computing systems are described herein. An intelligent monitoring (IM) server computing system may receive data from the plurality of computing devices and may monitor the health of the collaborative computing system. The IM server computing system may analyze the data and identify one or more faults associated with a portion of the collaborative system (e.g., an associated computing device, platform, network, etc.). In some examples, the IM server computing system may be configured to identify potential future faults associated with the portion of the collaborative system. Based on the fault, the IM server computing device may determine an action to take to remedy the fault and/or prevent the potential future fault. The IM server computing device may either automatically perform the action or send a notification to the associated computing system to perform the action.Type: ApplicationFiled: March 26, 2025Publication date: July 10, 2025Inventors: Michael Shawn Jacob, Benjamin D. Schappaugh, William Guthrie, Frank Matthew McCully, Timothy J. Nickel, Brian W. Batronis, Robert D. Rariden
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Publication number: 20250156767Abstract: This disclosure provides systems for generating customized datasets. An example dataset generator mines contacts from multiple members of an enterprise, applies a pattern recognition process to determine attributes of the contacts aligned with objectives of the enterprise, stores the contacts and associated attributes in a relational data structure, and through a machine learning process, generates a customized contact dataset of the contacts with attributes relevant to a user request, an event, or a notification received. The example dataset generator may also generate an action steps dataset for the user. The dataset generator may aggregate contacts from calls, chats, emails, SMS messages, and video feeds of an enterprise, apply a pattern recognition process to determine attributes of the contacts, and through a machine learning process, partition and distribute the contacts and associated action steps on respective dashboards of multiple customer service representatives of the enterprise.Type: ApplicationFiled: January 17, 2025Publication date: May 15, 2025Inventors: Michael Shawn Jacob, Manali B. Desai, Joshua Robert Brown, Oscar Allan Arulfo, Leah Nicole Garcia
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Patent number: 12282379Abstract: Techniques for identifying faults in a collaborative computing system including a plurality of disparate, geographically separated computing systems are described herein. An intelligent monitoring (IM) server computing system may receive data from the plurality of computing devices and may monitor the health of the collaborative computing system. The IM server computing system may analyze the data and identify one or more faults associated with a portion of the collaborative system (e.g., an associated computing device, platform, network, etc.). In some examples, the IM server computing system may be configured to identify potential future faults associated with the portion of the collaborative system. Based on the fault, the IM server computing device may determine an action to take to remedy the fault and/or prevent the potential future fault. The IM server computing device may either automatically perform the action or send a notification to the associated computing system to perform the action.Type: GrantFiled: December 4, 2023Date of Patent: April 22, 2025Assignee: State Farm Mutual Automobile Insurance CompanyInventors: Michael Shawn Jacob, Benjamin D. Schappaugh, William Guthrie, Frank Matthew McCully, Timothy J. Nickel, Brian W. Batronis, Robert D. Rariden
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Publication number: 20250045840Abstract: Systems and methods are described for using data collected by unmanned aerial vehicles (UAVs) to generate insurance claim estimates that an insured individual may quickly review, approve, or modify. When an insurance-related event occurs, such as a vehicle collision, crash, or disaster, one or more UAVs are dispatched to the scene of the event to collect various data, including data related to vehicle or real property (insured asset) damage. With the insured's permission or consent, the data collected by the UAVs may then be analyzed to generate an estimated insurance claim for the insured. The estimated insurance claim may be sent to the insured individual, such as to their mobile device via wireless communication or data transmission, for subsequent review and approval. As a result, insurance claim handling and/or the online customer experience may be enhanced.Type: ApplicationFiled: October 18, 2024Publication date: February 6, 2025Inventors: Nathan L. Tofte, Timothy Ryan, Nathan W. Baumann, Michael Shawn Jacob, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant
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Patent number: 12210938Abstract: This disclosure provides systems for generating customized datasets. An example dataset generator mines contacts from multiple members of an enterprise, applies a pattern recognition process to determine attributes of the contacts aligned with objectives of the enterprise, stores the contacts and associated attributes in a relational data structure, and through a machine learning process, generates a customized contact dataset of the contacts with attributes relevant to a user request, an event, or a notification received. The example dataset generator may also generate an action steps dataset for the user. The dataset generator may aggregate contacts from calls, chats, emails, SMS messages, and video feeds of an enterprise, apply a pattern recognition process to determine attributes of the contacts, and through a machine learning process, partition and distribute the contacts and associated action steps on respective dashboards of multiple customer service representatives of the enterprise.Type: GrantFiled: August 14, 2020Date of Patent: January 28, 2025Assignee: State Farm Mutual Automobile Insurance CompanyInventors: Michael Shawn Jacob, Manali B Desai, Joshua Robert Brown, Oscar Allan Arulfo, Leah Nicole Garcia
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Patent number: 12205021Abstract: Systems and methods are described for analyzing information relating to technical events associated with client devices in an organization (e.g., hardware and/or software malfunctions or performance inefficiencies originating at a client device or elsewhere in an organizational computing system). Particularly, machine learning techniques may use one or more trained artificial neural networks to classify technical events. Classifications of technical events may include, for example, causes of technical events, identifications of other affected devices, and/or steps for resolving technical events. Additionally, systems and methods are described for analyzing information relating to organizational ideas conceived of by client device users within the organization.Type: GrantFiled: July 17, 2020Date of Patent: January 21, 2025Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Kalpana Aravabhumi, Leah Garcia, Michael Shawn Jacob, Oscar Allan Arulfo
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Patent number: 12198423Abstract: A method and system may survey a property using aerial images captured from an unmanned aerial vehicle (UAV), a manned aerial vehicle (MAV) or from a satellite device. The method may include identifying a commercial property for a UAV to perform surveillance, and directing the UAV to hover over the commercial property and capture aerial images at predetermined time intervals. Furthermore, the method may include receiving the aerial images of the commercial property captured at the predetermined time intervals, detecting a surveillance event at the commercial property, generating a surveillance alert, and transmitting the surveillance alert to an electronic device associated with an owner of the commercial property.Type: GrantFiled: October 31, 2022Date of Patent: January 14, 2025Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Brian N. Harvey, Nathan L. Tofte, Roger D. Schmidgall, Michael Jeffrey Aviles, Kyle Pott, Rosemarie Geier Grant, Eric Haefli, Michael Shawn Jacob
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Patent number: 12154177Abstract: Systems and methods are described for using data collected by unmanned aerial vehicles (UAVs) to generate insurance claim estimates that an insured individual may quickly review, approve, or modify. When an insurance-related event occurs, such as a vehicle collision, crash, or disaster, one or more UAVs are dispatched to the scene of the event to collect various data, including data related to vehicle or real property (insured asset) damage. With the insured's permission or consent, the data collected by the UAVs may then be analyzed to generate an estimated insurance claim for the insured. The estimated insurance claim may be sent to the insured individual, such as to their mobile device via wireless communication or data transmission, for subsequent review and approval. As a result, insurance claim handling and/or the online customer experience may be enhanced.Type: GrantFiled: June 22, 2023Date of Patent: November 26, 2024Assignee: State Farm Mutual Automobile Insurance CompanyInventors: Nathan L. Tofte, Timothy W. Ryan, Nathan W. Baumann, Michael Shawn Jacob, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant
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Publication number: 20240354863Abstract: Various techniques are described utilizing one or more unmanned aerial vehicles (UAVs, or “drones”) for various disaster and/or catastrophe-related purposes. UAVs may collect data in an attempt to predict the occurrence and/or extent of a catastrophe and/or to mitigate the impact of a catastrophe before and, if not at that time, once it has occurred. The UAVs may perform various tasks such that the damage to property caused by a catastrophe (or potential catastrophe) may be eliminated or mitigated. A UAV may receive a flight path based on an energy consumption related condition and operate based on the flight path. Operating based on the flight path includes docking the UAV with a power supply device for charging a power source of the UAV.Type: ApplicationFiled: June 27, 2024Publication date: October 24, 2024Inventors: Nathan L. Tofte, Timothy W. Ryan, Nathan W. Baumann, Michael Shawn Jacob, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant
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Publication number: 20240296503Abstract: Unmanned aerial vehicles (UAVs) may facilitate the generation of a virtual reconstruction model of a vehicle collision. UAVs may collect data (including images) related to the vehicle collision, such as with the insured's permission, which may be received by an external computing device associated with the insurer and utilized to perform a photogrammetric analysis of the images to determine vehicle impact points, the road layout at the scene of the collision, the state of the traffic light at the scene of the collision, the speeds and directions of vehicles, etc. This data may be used to generate a virtual reconstruction model of the vehicle collision. An insurer may use the virtual reconstruction model to perform various insurance-related tasks, such as allocating fault to drivers or autonomous vehicles involved in the vehicle collision, and adjustment of insurance pricing based upon the fault allocation.Type: ApplicationFiled: May 14, 2024Publication date: September 5, 2024Inventors: Nathan L. Tofte, Timothy W. Ryan, Nathan W. Baumann, Michael Shawn Jacob, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant
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Patent number: 12062097Abstract: Various techniques are described utilizing one or more unmanned aerial vehicles (UAVs, or “drones”) for various disaster and/or catastrophe-related purposes. UAVs may collect data in an attempt to predict the occurrence and/or extent of a catastrophe and/or to mitigate the impact of a catastrophe before and, if not at that time, once it has occurred. The UAVs may perform various tasks such that the damage to property caused by a catastrophe (or potential catastrophe) may be eliminated or mitigated. A UAV may receive a flight path based on an energy consumption related condition and operate based on the flight path. Operating based on the flight path includes docking the UAV with a power supply device for charging a power source of the UAV.Type: GrantFiled: April 2, 2020Date of Patent: August 13, 2024Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Nathan L. Tofte, Timothy W. Ryan, Nathan W. Baumann, Michael Shawn Jacob, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant
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Patent number: 12033221Abstract: Unmanned aerial vehicles (UAVs) may facilitate insurance-related tasks. UAVs may actively be dispatched to an area surrounding a property, and collect data related to property. A location for an inspection of a property to be conducted by a UAV may be received, and one or more images depicting a view of the location may be displayed via a user interface. Additionally, a geofence boundary may be determined based on an area corresponding to a property boundary, where the geofence boundary represents a geospatial boundary in which to limit flight of the UAV. Furthermore, a navigation route may be determined which corresponds to the geofence boundary for inspection of the property by the UAV, the navigation route having waypoints, each waypoint indicating a location for the UAV to obtain drone data. The UAV may be directed around the property using the determined navigation route.Type: GrantFiled: June 7, 2023Date of Patent: July 9, 2024Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Nathan L. Tofte, Timothy W. Ryan, Nathan W. Baumann, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant, Michael Shawn Jacob
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Publication number: 20240220878Abstract: A task management platform generates an interactive display tasks based on multi-team activity data of different geographic locations across a plurality of distributed guided user interfaces (GUIs). Additionally the task management platform uses a distributed machine-learning based system to determine a suggested task item for a remote team based on multi-team activity data of different geographic locations.Type: ApplicationFiled: January 29, 2024Publication date: July 4, 2024Inventors: Michael Shawn Jacob, Manali Desai, Leah Garcia, Oscar Allan Arulfo
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Patent number: 12020330Abstract: Unmanned aerial vehicles (UAVs) may facilitate the generation of a virtual reconstruction model of a vehicle collision. UAVs may collect data (including images) related to the vehicle collision, such as with the insured's permission, which may be received by an external computing device associated with the insurer and utilized to perform a photogrammetric analysis of the images to determine vehicle impact points, the road layout at the scene of the collision, the state of the traffic light at the scene of the collision, the speeds and directions of vehicles, etc. This data may be used to generate a virtual reconstruction model of the vehicle collision. An insurer may use the virtual reconstruction model to perform various insurance-related tasks, such as allocating fault to drivers or autonomous vehicles involved in the vehicle collision, and adjustment of insurance pricing based upon the fault allocation.Type: GrantFiled: April 19, 2022Date of Patent: June 25, 2024Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Nathan L. Tofte, Timothy W Ryan, Nathan W. Baumann, Michael Shawn Jacob, Joshua David Lillie, Brian N. Harvey, Roxane Lyons, Rosemarie Geier Grant
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Patent number: 12020188Abstract: A task management platform generates an interactive display tasks based on multi-team activity data of different geographic locations across a plurality of distributed guided user interfaces (GUIs). Additionally the task management platform uses a distributed machine-learning based system to determine a suggested task item for a remote team based on multi-team activity data of different geographic locations.Type: GrantFiled: December 5, 2022Date of Patent: June 25, 2024Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Michael Shawn Jacob, Manali Desai, Leah Garcia, Oscar Allan Arulfo
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Publication number: 20240177239Abstract: Techniques for providing recommendations of actions for a user to perform to improve efficiency in user interactions with a user interface of a user computing device. An intelligent monitoring (IM) computing system may receive data from a user computing device and may determine user interactions associated with the user interface. The user interactions may include selections, an order associated with the selections, times associated with the selections, and/or other data corresponding to user interaction with a user interface. The IM computing device may be configured to determine a fault (e.g., inefficiency) associated with the user interactions and determine an action for the user to perform to correct the fault. The IM computing device may cause a notification including the action to surface on a display of the user computing device, such as to inform the user of a means by which they can improve efficiency of the user interactions.Type: ApplicationFiled: February 2, 2024Publication date: May 30, 2024Inventors: Michael Shawn Jacob, Benjamin D. Schappaugh, William Guthrie, Frank Matthew McCully, Timothy J. Nickel, Brian W. Batronis, Robert D. Rariden
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Publication number: 20240103946Abstract: Techniques for identifying faults in a collaborative computing system including a plurality of disparate, geographically separated computing systems are described herein. An intelligent monitoring (IM) server computing system may receive data from the plurality of computing devices and may monitor the health of the collaborative computing system. The IM server computing system may analyze the data and identify one or more faults associated with a portion of the collaborative system (e.g., an associated computing device, platform, network, etc.). In some examples, the IM server computing system may be configured to identify potential future faults associated with the portion of the collaborative system. Based on the fault, the IM server computing device may determine an action to take to remedy the fault and/or prevent the potential future fault. The IM server computing device may either automatically perform the action or send a notification to the associated computing system to perform the action.Type: ApplicationFiled: December 4, 2023Publication date: March 28, 2024Inventors: Michael Shawn Jacob, Benjamin D. Schappaugh, William Guthrie, Frank Matthew McCully, Timothy J. Nickel, Brian W. Batronis, Robert D. Rariden
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Patent number: 11893644Abstract: Techniques for providing recommendations of actions for a user to perform to improve efficiency in user interactions with a user interface of a user computing device. An intelligent monitoring (IM) computing system may receive data from a user computing device and may determine user interactions associated with the user interface. The user interactions may include selections, an order associated with the selections, times associated with the selections, and/or other data corresponding to user interaction with a user interface. The IM computing device may be configured to determine a fault (e.g., inefficiency) associated with the user interactions and determine an action for the user to perform to correct the fault. The IM computing device may cause a notification including the action to surface on a display of the user computing device, such as to inform the user of a means by which they can improve efficiency of the user interactions.Type: GrantFiled: October 14, 2021Date of Patent: February 6, 2024Assignee: State Farm Mutual Automobile Insurance CompanyInventors: Michael Shawn Jacob, Benjamin D. Schappaugh, William Guthrie, Frank Matthew McCully, Timothy J. Nickel, Brian W. Batronis, Robert D. Rariden
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Patent number: 11887029Abstract: A task management platform generates an interactive display tasks based on multi-team activity data of different geographic locations across a plurality of distributed guided user interfaces (GUIs). Additionally the task management platform uses a distributed machine-learning based system to determine a suggested task item for a remote team based on multi-team activity data of different geographic locations.Type: GrantFiled: February 21, 2023Date of Patent: January 30, 2024Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANYInventors: Michael Shawn Jacob, Manali Desai, Leah Garcia, Oscar Allan Arulfo
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Patent number: 11836032Abstract: Techniques for identifying faults in a collaborative computing system including a plurality of disparate, geographically separated computing systems are described herein. An intelligent monitoring (IM) server computing system may receive data from the plurality of computing devices and may monitor the health of the collaborative computing system. The IM server computing system may analyze the data and identify one or more faults associated with a portion of the collaborative system (e.g., an associated computing device, platform, network, etc.). In some examples, the IM server computing system may be configured to identify potential future faults associated with the portion of the collaborative system. Based on the fault, the IM server computing device may determine an action to take to remedy the fault and/or prevent the potential future fault. The IM server computing device may either automatically perform the action or send a notification to the associated computing system to perform the action.Type: GrantFiled: October 14, 2021Date of Patent: December 5, 2023Assignee: State Farm Mutual Automobile Insurance CompanyInventors: Michael Shawn Jacob, Benjamin D. Schappaugh, William Guthrie, Frank Matthew McCully, Timothy J. Nickel, Brian W. Batronis, Robert D. Rariden