Liberty Mutual Insurance Company

United States of America

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1.

Automated generation of release note data objects based at least in part on release-time configuration settings

      
Application Number 17822203
Grant Number 11960883
Status In Force
Filing Date 2022-08-25
First Publication Date 2024-04-16
Grant Date 2024-04-16
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Edminster, Matthew
  • Collins, Niall

Abstract

Methods, apparatuses, systems, computing entities, and/or the like are provided. An example method may include retrieving software development data associated with a software application; receiving modular configuration data from a client system; determining application usage data based at least in part on a user profile of the client system that is associated with the software application; generating a release note data object based at least in part on at least one of the software development data, the modular configuration data, and the application usage data; and performing one or more software application release operations by transmitting the release note data object to the client system.

IPC Classes  ?

2.

Predictor neutralization in predictive data analysis systems

      
Application Number 16850630
Grant Number 11954603
Status In Force
Filing Date 2020-04-16
First Publication Date 2024-04-09
Grant Date 2024-04-09
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Ford, Patrick
  • Ironside, Brian

Abstract

There is a need for more effective and efficient predictive data analysis. Various embodiments of the present invention address one or more of the noted technical challenges. In one example, a method for generating a neutralized prediction model includes accessing an initial prediction model generated using an initial training data object, performing a randomized shuffling of the initial training data object to generate a shuffled training data object, generating randomized predictions by processing the shuffled training data object using the initial prediction model, performing a neutralization of the initial training data object to generate a neutralized training data object, and generating the neutralized prediction model based at least in part on the neutralized training data object and the randomized predictions.

IPC Classes  ?

3.

Temporally dynamic predictive data analysis

      
Application Number 16446767
Grant Number 11922284
Status In Force
Filing Date 2019-06-20
First Publication Date 2024-03-05
Grant Date 2024-03-05
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Pirozzi, Timothy Jonathan
  • Dowling, Peter William
  • Sukhu, Amarnauth
  • Salem, Jr., Peter Alexander
  • O'Neill, Ryan Patrick
  • Marley, Lindsey Marie

Abstract

There is a need for solutions that generates a temporally dynamic prediction for a particular prediction input. This need can be addressed by, for example, processing the prediction input using each of a plurality of temporally trained machine learning models to generate a corresponding model-specific prediction inference of a plurality of model-specific prediction inferences and processing the plurality of model-specific prediction inferences using an ensemble model to generate the temporally dynamic prediction for the prediction input.

IPC Classes  ?

4.

Modular software application configuration management

      
Application Number 17930248
Grant Number 11914991
Status In Force
Filing Date 2022-09-07
First Publication Date 2024-02-27
Grant Date 2024-02-27
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Warfield, Todd
  • Varlikli, Serkan
  • Markham, Jason

Abstract

Methods, apparatuses, systems, computing entities, and/or the like are provided. An example method may include determining per-application configuration data associated with a software application; determining per-client configuration data associated with a client system; determining per-application per-client configuration data associated with the software application and the client system; generating modular configuration data based at least in part on at least one of the per-application configuration data, the per-client configuration data, and the per-application per-client configuration data; generating a releasable software application based at least in part on the modular configuration data; and performing one or more software release operations by transmitting the releasable software application to the client system.

IPC Classes  ?

  • G06F 8/71 - Version control ; Configuration management
  • G06F 11/36 - Preventing errors by testing or debugging of software

5.

Anonymized data transmission using per-user-functionality secret shares

      
Application Number 17813801
Grant Number 11909871
Status In Force
Filing Date 2022-07-20
First Publication Date 2024-02-20
Grant Date 2024-02-20
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor Frasco, Gregory

Abstract

There is a need for more effective and efficient secure data transmission. This need can be addressed by, for example, solutions for secure data transmission that utilize per-user-functionality secret shares. In one example, a method includes generating a hashed user identifier based on a received user identifier; transmitting the hashed user identifier to an external computing entity; and receiving a data retrieval secret share from the external computing entity, wherein: (i) the data retrieval secret share is selected from a plurality of per-user-functionality secret shares, (ii) the plurality of per-user-functionality secret shares are generated based on a secret value, (iii) the secret value is generated based on the hashed user identifier, (iv) the secret value is used to generate a user data private key, and (v) the external computing entity is configured to encrypt user-provided data using the user data private key prior to transmission of the encrypted user-provided data.

IPC Classes  ?

  • H04L 9/08 - Key distribution
  • H04L 9/06 - Arrangements for secret or secure communications; Network security protocols the encryption apparatus using shift registers or memories for blockwise coding, e.g. D.E.S. systems

6.

Method, apparatus, and computer program product for predictive API test suite selection

      
Application Number 17827381
Grant Number 11868242
Status In Force
Filing Date 2022-05-27
First Publication Date 2024-01-09
Grant Date 2024-01-09
Owner Liberty Mutual Insurance Company (USA)
Inventor Merritt, Gordon

Abstract

Embodiments of the present disclosure provide methods, systems, apparatuses, and computer program products for selecting a test suite for an API. In one embodiment, a computing entity or apparatus is configured to receive test patterns and heuristics, receive an input API, the input API comprising API specifications, parse the input API to extract the API specifications, and based at least in part on the extracted API specifications and the test patterns and heuristics, select a test suite, wherein the test suite is programmatically generated using a machine learning model and comprises one or more test routines, one or more data values, and one or more expected results.

IPC Classes  ?

  • G06F 11/00 - Error detection; Error correction; Monitoring
  • G06F 11/36 - Preventing errors by testing or debugging of software
  • G06F 11/263 - Generation of test inputs, e.g. test vectors, patterns or sequences
  • G06N 20/00 - Machine learning
  • H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]

7.

Display screen with graphical user interface

      
Application Number 29750634
Grant Number D1007519
Status In Force
Filing Date 2020-09-15
First Publication Date 2023-12-12
Grant Date 2023-12-12
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Toth, Stephen Joseph
  • Selinga, Linnae Dawn

8.

Smart contract generation and execution in a distributed ledger environment

      
Application Number 16001506
Grant Number 11829961
Status In Force
Filing Date 2018-06-06
First Publication Date 2023-11-28
Grant Date 2023-11-28
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Wood, Marc
  • Palmer, Andrew
  • Degruttola, Gary
  • Pileggi, Jr., John Louis

Abstract

An apparatus comprising a communications interface configured to communicate over one or more networks, at least one processor and at least one memory including program code is provided. The at least one memory and the program code configured to, with the processor, cause the apparatus to at least receive, via the communications interface, an interparty transaction request. The interparty transaction request corresponds to an interparty transaction and identifying a first party and a second party. The apparatus generates a smart contract based on the interparty transaction request; stores a data entry indicating the generation of the smart contract to a distributed ledger; executes the smart contract to cause settlement of the interparty transaction between the first party and the second party; and stores a data entry indicating the settlement of the interparty transaction to the distributed ledger.

IPC Classes  ?

  • G06Q 20/06 - Private payment circuits, e.g. involving electronic currency used only among participants of a common payment scheme
  • G06Q 50/18 - Legal services; Handling legal documents
  • G06Q 40/08 - Insurance

9.

Telematics devices and ridesharing

      
Application Number 16871086
Grant Number 11734766
Status In Force
Filing Date 2020-05-11
First Publication Date 2023-08-22
Grant Date 2023-08-22
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Bernstein, Daniel Carey
  • Tassone, Christopher
  • Grant, Nicholas

Abstract

A system is engineered to facilitate calculation of predicted perils connected with a ridesharing vehicle. The system facilitates premium endorsement that provides higher coverage than is provided under conventional products and allows drivers to work directly with their personal lines insurer in reviewing their coverage and filing a claim in the event of an accident. The subject matter facilitates higher limits while including a post-policy period audit that allows a reconciliation of high-use or high-risk driving with appropriate retroactive rate adjustments. The system also facilitates retroactive rate adjustments that would compare a policyholder’s time/distance driven or collected telematics data (including time or distance driven in each driving period) to the group average or other historical underwriting data.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/08 - Insurance
  • G07C 5/08 - Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle, or waiting time
  • G01C 21/34 - Route searching; Route guidance
  • G07C 5/00 - Registering or indicating the working of vehicles

10.

Display screen with animated graphical user interface

      
Application Number 29750635
Grant Number D0990483
Status In Force
Filing Date 2020-09-15
First Publication Date 2023-06-27
Grant Date 2023-06-27
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Weed, Christopher
  • Campano, Troy Michael
  • Pendleton, Richard Brigham

11.

Display, screen with graphical user interface

      
Application Number 29750630
Grant Number D0990482
Status In Force
Filing Date 2020-09-15
First Publication Date 2023-06-27
Grant Date 2023-06-27
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Pendleton, Richard Brigham
  • Campano, Troy Michael
  • Weed, Christopher

12.

Home telematics devices and insurance applications

      
Application Number 17840429
Grant Number 11688020
Status In Force
Filing Date 2022-06-14
First Publication Date 2023-06-27
Grant Date 2023-06-27
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Piccolo, Brian Stephen
  • Mabry, Guy Michael
  • Quinn, Courtney Taryn
  • Olean, Jr., Normand Francis

Abstract

Home telematics devices are engineered to identify unique device signatures for all appliances, fixtures, and so on that generate voltage noise, pressure waves, and acoustic responses throughout a property. The device signatures comprise the inventory of devices in the insured's home and are used to create an electronic record of the devices that assists him in filing a claim with an insurer that is quick and easy after a theft or total loss. Using the device signatures provided by home telematics devices' sensing an itemization technology, fraud detection is also possible. Additionally, analytics software predicts possible failure by analyzing the device signatures.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/08 - Insurance
  • H04L 12/28 - Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]

13.

Self-service claim automation using artificial intelligence

      
Application Number 17522444
Grant Number 11676215
Status In Force
Filing Date 2021-11-09
First Publication Date 2023-06-13
Grant Date 2023-06-13
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Feiteira, Ernesto
  • Guida, Ross
  • Muhlen, Julia
  • Sierra, Donald Lynch
  • Clark, David Paul

Abstract

Embodiments are disclosed for automatically processing a claim provided by a user. Responsive to receiving a notice of loss associated with a claim of a user, a set of customer identity validation data are collected. The set of customer identity validation data may be determined to meet a pre-defined identity validation criteria. Responsive to determining that the set of customer identity validation data meets the pre-defined identity validation criteria, current claim evaluation data for the claim may be accessed. A set of predictive impact assessment scores associated with the current claim evaluation data may be determined using a predictive model. The set of current claim evaluation data may be determined to meet pre-defined claim data criteria by comparing the predictive impact assessment scores with a set of impact assessment thresholds. Responsive to determining that the set of current claim evaluation data meets the pre-defined claim data criteria, a reactive action to the claim may be determined.

IPC Classes  ?

14.

Drones with sensors used in insurance applications

      
Application Number 16409374
Grant Number 11634214
Status In Force
Filing Date 2019-05-10
First Publication Date 2023-04-25
Grant Date 2023-04-25
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Parchment, David Antony
  • Saenglongma, Khamla
  • Wright, Jeffrey Alan
  • Moore, Robert William
  • Mastendino, Jeffrey C.
  • Marple, Jr., Jeffrey Hoffman
  • Smyth, Brendan William

Abstract

Drones are engineered with sensors for use in insurance applications. After locating an object of interest, a drone performs an investigation by probing the object of interest. Sensors receive feedback from the object of interest. An electronic fingerprint of the drone is produced. Afterward, perils are computed based on the feedback and the fingerprint of the drone is used in insuring the object of interest. The act of probing includes thumping, drumming, or radiating ultrasound waves against the object of interest. The sensors can be turned off when they are within a geographic zone of prohibited operations.

IPC Classes  ?

  • B64C 27/00 - Rotorcraft; Rotors peculiar thereto
  • H03H 9/205 - Constructional features of resonators consisting of piezoelectric or electrostrictive material having multiple resonators
  • B64C 25/32 - Alighting gear characterised by elements which contact the ground or similar surface
  • B64D 43/00 - Arrangements or adaptations of instruments
  • H03H 9/17 - Constructional features of resonators consisting of piezoelectric or electrostrictive material having a single resonator
  • B64C 39/02 - Aircraft not otherwise provided for characterised by special use
  • G05D 3/00 - Control of position or direction
  • G01H 1/00 - Measuring vibrations in solids by using direct conduction to the detector

15.

Method, apparatus, and computer program product for compression of a graph

      
Application Number 17302157
Grant Number 11630806
Status In Force
Filing Date 2021-04-26
First Publication Date 2023-04-18
Grant Date 2023-04-18
Owner Liberty Mutual Insurance Company (USA)
Inventor Timmons, Justin

Abstract

With graph compression, there is a need to significantly reduce the size of the graph information/data for routing determinations. The disclosed graph compression allow for more efficient and less resource-intensive routing determinations while maintain complete graph fidelity.

IPC Classes  ?

  • G06F 16/21 - Design, administration or maintenance of databases
  • G06F 16/174 - Redundancy elimination performed by the file system
  • H04L 45/12 - Shortest path evaluation
  • G06F 16/901 - Indexing; Data structures therefor; Storage structures
  • G06F 16/215 - Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
  • G01C 21/26 - Navigation; Navigational instruments not provided for in groups specially adapted for navigation in a road network

16.

Systems and methods for property damage restoration predictions based upon processed digital images

      
Application Number 15598119
Grant Number 11514526
Status In Force
Filing Date 2017-05-17
First Publication Date 2022-11-29
Grant Date 2022-11-29
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Kwartler, Edward
  • Liu, James

Abstract

Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting property damage restoration estimates. In one embodiment, a computing entity or apparatus is configured to receive, from a client device, a property damage restoration estimate request comprising one or more digital image files; retrieve policy data associated with a user of the client device, the policy data comprising user identification properties and policy properties; programmatically generate, by fraud detection/prediction circuitry and based on the one or more digital image files, a first predictive value, wherein the first predictive value represents a likelihood that at least one of the digital image files was fraudulently altered; upon identifying that the first predictive value does not exceed a fraud threshold, programmatically generate, by property restoration estimate prediction circuitry and based on the one or more digital image files, a second predictive value, wherein the second predictive value represents a property damage restoration estimate, wherein the second predictive value is based at least on the property properties contained in the policy data and the one or more digital image files; and substantially instantaneously transmit a property damage restoration estimate response comprising the property damage restoration estimate to the client device.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • G06T 7/13 - Edge detection
  • G06K 9/62 - Methods or arrangements for recognition using electronic means
  • G06N 5/04 - Inference or reasoning models
  • G06N 20/00 - Machine learning
  • G06V 10/75 - Image or video pattern matching; Proximity measures in feature spaces using context analysis; Selection of dictionaries
  • G06V 40/16 - Human faces, e.g. facial parts, sketches or expressions
  • G06Q 30/02 - Marketing; Price estimation or determination; Fundraising

17.

Anonymized data transmission using per-user-functionality secret shares

      
Application Number 16996423
Grant Number 11477014
Status In Force
Filing Date 2020-08-18
First Publication Date 2022-10-18
Grant Date 2022-10-18
Owner Liberty Mutual Insurance Company (USA)
Inventor Frasco, Gregory

Abstract

There is a need for more effective and efficient secure data transmission. This need can be addressed by, for example, solutions for secure data transmission that utilize per-user-functionality secret shares. In one example, a method includes generating a hashed user identifier based on a received user identifier; transmitting the hashed user identifier to an external computing entity; and receiving a data retrieval secret share from the external computing entity, wherein: (i) the data retrieval secret share is selected from a plurality of per-user-functionality secret shares, (ii) the plurality of per-user-functionality secret shares are generated based on a secret value, (iii) the secret value is generated based on the hashed user identifier, (iv) the secret value is used to generate a user data private key, and (v) the external computing entity is configured to encrypt user-provided data using the user data private key prior to transmission of the encrypted user-provided data.

IPC Classes  ?

  • H04L 9/08 - Key distribution
  • H04L 9/06 - Arrangements for secret or secure communications; Network security protocols the encryption apparatus using shift registers or memories for blockwise coding, e.g. D.E.S. systems

18.

Modular software application configuration management

      
Application Number 17201692
Grant Number 11474814
Status In Force
Filing Date 2021-03-15
First Publication Date 2022-10-18
Grant Date 2022-10-18
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Warfield, Todd
  • Varlikli, Serkan
  • Markham, Jason

Abstract

Methods, apparatuses, systems, computing entities, and/or the like are provided. An example method may include determining per-application configuration data associated with a software application; determining per-client configuration data associated with a client system; determining per-application per-client configuration data associated with the software application and the client system; generating modular configuration data based at least in part on at least one of the per-application configuration data, the per-client configuration data, and the per-application per-client configuration data; generating a releasable software application based at least in part on the modular configuration data; and performing one or more software release operations by transmitting the releasable software application to the client system.

IPC Classes  ?

  • G06F 8/71 - Version control ; Configuration management
  • G06F 11/36 - Preventing errors by testing or debugging of software

19.

Automated generation of release note data objects based at least in part on release-time configuration settings

      
Application Number 17201704
Grant Number 11461093
Status In Force
Filing Date 2021-03-15
First Publication Date 2022-10-04
Grant Date 2022-10-04
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Edminster, Matthew
  • Collins, Niall

Abstract

Methods, apparatuses, systems, computing entities, and/or the like are provided. An example method may include retrieving software development data associated with a software application; receiving modular configuration data from a client system; determining application usage data based at least in part on a user profile of the client system that is associated with the software application; generating a release note data object based at least in part on at least one of the software development data, the modular configuration data, and the application usage data; and performing one or more software application release operations by transmitting the release note data object to the client system.

IPC Classes  ?

20.

Item inventory and item replacement

      
Application Number 16598014
Grant Number 11449945
Status In Force
Filing Date 2019-10-10
First Publication Date 2022-09-20
Grant Date 2022-09-20
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Capone, Christopher A.
  • Piccolo, Brian S.
  • Bernstein, Daniel C.
  • Quinn, Courtney T.
  • George, Matthew
  • Tassone, Christopher Ralph

Abstract

Methods, systems, computer program products, and apparatus relating to an item inventory and item replacement are provided. In one embodiment a method for automatic processing of an insurance claim is provided. The method comprises (a) receiving one or more item indicators, each item indicator associated with an item in an insurance claim for an insured party; (b) for a particular item indicator of the one or more item indicators, automatically identifying an item listing associated with the particular item indicator from an item inventory, the item listing identified based at least in part on the particular item indicator; and (c) indicating the item listing as a replacement item for the particular item. Indicating the item listing as a replacement item for the particular item comprises adding the item listing to an electronic shopping cart.

IPC Classes  ?

21.

Home telematics devices and insurance applications

      
Application Number 16879922
Grant Number 11393042
Status In Force
Filing Date 2020-05-21
First Publication Date 2022-07-19
Grant Date 2022-07-19
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Piccolo, Brian Stephen
  • Mabry, Guy Michael
  • Quinn, Courtney Taryn
  • Olean, Jr., Normand Francis

Abstract

Home telematics devices are engineered to identify unique device signatures for all appliances, fixtures, and so on that generate voltage noise, pressure waves, and acoustic responses throughout a property. The device signatures comprise the inventory of devices in the insured's home and are used to create an electronic record of the devices that assists him in filing a claim with an insurer that is quick and easy after a theft or total loss. Using the device signatures provided by home telematics devices' sensing an itemization technology, fraud detection is also possible. Additionally, analytics software predicts possible failure by analyzing the device signatures.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/08 - Insurance
  • H04L 12/28 - Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]

22.

Computationally efficient distance-based score approximations

      
Application Number 16939267
Grant Number 11385063
Status In Force
Filing Date 2020-07-27
First Publication Date 2022-07-12
Grant Date 2022-07-12
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Timmons, Justin
  • Aronstein, Spencer
  • Gorlin, Scott

Abstract

A distance-based score approximation having improved computational efficiency is provided. Responsive to receiving a score request, an observation point is identified based the score request. A geographic database is queried for map information corresponding to geometry elements located within a predetermined maximum distance of the observation point. A plurality of sections of the geometry elements are defined. Each section is associated with one of a plurality of groups of sections based on map information corresponding to a geometry element corresponding to the section. For each of the plurality of sections, an impact curtain area is determined. For each group of sections, the impact curtain area for each section associated with the group is aggregated to define a contribution for the group. The contribution for each group of sections is aggregated to determine the distance-based score. The distance-based score is provided for display via a display of a user computing entity.

IPC Classes  ?

  • G06K 9/46 - Extraction of features or characteristics of the image
  • G06K 9/66 - Methods or arrangements for recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix references adjustable by an adaptive method, e.g. learning
  • G01C 21/32 - Structuring or formatting of map data
  • G01C 22/02 - Measuring distance traversed on the ground by vehicles, persons, animals or other moving solid bodies, e.g. using odometers or using pedometers by conversion into electric waveforms and subsequent integration, e.g. using tachometer generator
  • G06F 16/29 - Geographical information databases
  • G06F 3/04842 - Selection of displayed objects or displayed text elements

23.

Method, apparatus, and computer program product for predictive API test suite selection

      
Application Number 17207036
Grant Number 11347631
Status In Force
Filing Date 2021-03-19
First Publication Date 2022-05-31
Grant Date 2022-05-31
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor Merritt, Gordon

Abstract

Embodiments of the present disclosure provide methods, systems, apparatuses, and computer program products for selecting a test suite for an API. In one embodiment, a computing entity or apparatus is configured to receive test patterns and heuristics, receive an input API, the input API comprising API specifications, parse the input API to extract the API specifications, and based at least in part on the extracted API specifications and the test patterns and heuristics, select a test suite, wherein the test suite is programmatically generated using a machine learning model and comprises one or more test routines, one or more data values, and one or more expected results.

IPC Classes  ?

  • G06F 11/00 - Error detection; Error correction; Monitoring
  • G06F 11/36 - Preventing errors by testing or debugging of software
  • G06F 11/263 - Generation of test inputs, e.g. test vectors, patterns or sequences
  • G06N 20/00 - Machine learning
  • H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]

24.

Method, apparatus and computer program product for transforming structured hierarchical data into flattened lineage and attribute tables

      
Application Number 16021362
Grant Number 11328000
Status In Force
Filing Date 2018-06-28
First Publication Date 2022-05-10
Grant Date 2022-05-10
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor Whybark, Jeff

Abstract

Example embodiments may flatten structured data (e.g., extensible markup language (XML)) to two tables, a lineage table and an attribute table. The lineage table describes hierarchical relationships in the structured data and values of respective elements. The attribute table contains a normalized list of attributes in the structured data. Together the lineage and attribute tables comprise data that could enable recreation of the structured data without any loss of data. In some examples, the tables may be compressed. The flattening of the structured data into two tables, and optional compression of the tables, provides for efficient access and querying of the data. Example embodiments may provide automated and/or processing of additional structured data, ongoing over time, even if the expected hierarchy of the data changes over time.

IPC Classes  ?

  • G06F 16/28 - Databases characterised by their database models, e.g. relational or object models
  • G06F 16/81 - Indexing, e.g. XML tags; Data structures therefor; Storage structures
  • G06F 16/174 - Redundancy elimination performed by the file system
  • G06F 16/2453 - Query optimisation
  • G06F 40/117 - Tagging; Marking up ; Designating a block; Setting of attributes

25.

COMPARION INSURANCE AGENCY

      
Serial Number 97396054
Status Pending
Filing Date 2022-05-05
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

insurance agency and brokerage services

26.

Computationally efficient distance-based score approximations

      
Application Number 16855135
Grant Number 11257200
Status In Force
Filing Date 2020-04-22
First Publication Date 2022-02-22
Grant Date 2022-02-22
Owner Liberty Mutual Insurance Company (USA)
Inventor Gorlin, Scott

Abstract

A distance-based score approximation having improved computational efficiency is provided. Responsive to receiving a score request, a computing entity identifies an observation point based on a location indicated in the score request and defines a set of annuli comprising a plurality of concentric annuli centered on the observation point and defined by a predetermined maximum radius. The computing entity queries a geographic database for map information corresponding to geometry elements located within the predetermined maximum radius of the observation point and determines an intersection of each geometry element with each annulus. The computing entity determines a contribution for each intersection based at least in part on a size of the intersection, a measure assigned to the corresponding geometry element, and a representative radius of the corresponding annulus. The computing entity aggregates the contribution for each intersection to determine the distance-based score approximation and provides the distance-based score approximation.

IPC Classes  ?

  • G06K 9/46 - Extraction of features or characteristics of the image
  • G06K 9/66 - Methods or arrangements for recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix references adjustable by an adaptive method, e.g. learning
  • G06T 7/00 - Image analysis
  • G06T 7/62 - Analysis of geometric attributes of area, perimeter, diameter or volume
  • G06K 9/62 - Methods or arrangements for recognition using electronic means
  • G06F 16/29 - Geographical information databases

27.

Miscellaneous Design

      
Serial Number 97269804
Status Pending
Filing Date 2022-02-16
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance agency and brokerage services; insurance carrier services; insurance consultancy; insurance administration; assessing insurance claims; insurance claims processing; insurance claims administration; insurance underwriting consultation; insurance information services; insurance claims adjustment; development of insurance policies for others; consultancy services related to insurance; insurance subrogation and salvage; insurance premium rate computing

28.

Self-service claim automation using artificial intelligence

      
Application Number 16003280
Grant Number 11250515
Status In Force
Filing Date 2018-06-08
First Publication Date 2022-02-15
Grant Date 2022-02-15
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Feiteira, Ernesto
  • Guida, Ross
  • Muhlen, Julia
  • Sierra, Donald Lynch
  • Clark, David Paul

Abstract

Embodiments are disclosed for automatically processing a claim provided by a user. Responsive to receiving a notice of loss associated with a claim of a user, a set of customer identity validation data are collected. The set of customer identity validation data may be determined to meet a pre-defined identity validation criteria. Responsive to determining that the set of customer identity validation data meets the pre-defined identity validation criteria, current claim evaluation data for the claim may be accessed. A set of predictive impact assessment scores associated with the current claim evaluation data may be determined using a predictive model. The set of current claim evaluation data may be determined to meet pre-defined claim data criteria by comparing the predictive impact assessment scores with a set of impact assessment thresholds. Responsive to determining that the set of current claim evaluation data meets the pre-defined claim data criteria, a reactive action to the claim may be determined.

IPC Classes  ?

29.

COMPARION INSURANCE AGENCY

      
Serial Number 97261412
Status Pending
Filing Date 2022-02-10
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance agency and brokerage services

30.

LIBERTY MUTUAL PROPERTY PROTECTOR

      
Serial Number 97104367
Status Registered
Filing Date 2021-11-02
Registration Date 2023-10-10
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for commercial property insurance; consultancy, information, and administrative services in the field of commercial property insurance

31.

COMPARION

      
Serial Number 97103140
Status Pending
Filing Date 2021-11-01
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance agency and brokerage services

32.

COMPARION INSURANCE AGENCY

      
Serial Number 97103138
Status Pending
Filing Date 2021-11-01
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance agency and brokerage services

33.

LIBERTY WORLDWISE

      
Application Number 018571456
Status Registered
Filing Date 2021-10-04
Registration Date 2022-02-04
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance underwriting services, namely, providing worldwide insurance under a master insurance program; insurance consultancy; insurance administration.

34.

LIBERTY WORLDWISE

      
Serial Number 97053776
Status Pending
Filing Date 2021-09-30
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance underwriting services, namely, providing worldwide insurance under a master insurance program; insurance consultancy; insurance administration

35.

THE LIBERTYS

      
Serial Number 97024253
Status Pending
Filing Date 2021-09-13
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance consultancy; insurance information services; insurance administration

36.

Miscellaneous Design

      
Serial Number 90822288
Status Registered
Filing Date 2021-07-12
Registration Date 2022-07-19
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance consultancy; insurance information services; insurance administration

37.

Method, apparatus, and computer program product for compression of a graph

      
Application Number 16211441
Grant Number 11023421
Status In Force
Filing Date 2018-12-06
First Publication Date 2021-06-01
Grant Date 2021-06-01
Owner Liberty Mutual Insurance Company (USA)
Inventor Timmons, Justin

Abstract

With graph compression, there is a need to significantly reduce the size of the graph information/data for routing determinations. The disclosed graph compression allow for more efficient and less resource-intensive routing determinations while maintain complete graph fidelity.

IPC Classes  ?

  • G06F 16/215 - Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
  • G06F 16/174 - Redundancy elimination performed by the file system
  • G06F 16/901 - Indexing; Data structures therefor; Storage structures
  • H04L 12/721 - Routing procedures, e.g. shortest path routing, source routing, link state routing or distance vector routing
  • G01C 21/26 - Navigation; Navigational instruments not provided for in groups specially adapted for navigation in a road network

38.

Method, apparatus, and computer program product for predictive API test suite selection

      
Application Number 16002514
Grant Number 10990516
Status In Force
Filing Date 2018-06-07
First Publication Date 2021-04-27
Grant Date 2021-04-27
Owner Liberty Mutual Insurance Company (USA)
Inventor Merritt, Gordon

Abstract

Embodiments of the present disclosure provide methods, systems, apparatuses, and computer program products for selecting a test suite for an API. In one embodiment, a computing entity or apparatus is configured to receive test patterns and heuristics, receive an input API, the input API comprising API specifications, parse the input API to extract the API specifications, and based at least in part on the extracted API specifications and the test patterns and heuristics, select a test suite, wherein the test suite is programmatically generated using a machine learning model and comprises one or more test routines, one or more data values, and one or more expected results.

IPC Classes  ?

  • G06F 11/00 - Error detection; Error correction; Monitoring
  • G06F 11/36 - Preventing errors by testing or debugging of software
  • G06F 11/263 - Generation of test inputs, e.g. test vectors, patterns or sequences
  • G06N 20/00 - Machine learning
  • H04L 29/08 - Transmission control procedure, e.g. data link level control procedure

39.

Probabilistic accumulation approach to assess primary uncertainty in catastrophe models

      
Application Number 15593455
Grant Number 10878329
Status In Force
Filing Date 2017-05-12
First Publication Date 2020-12-29
Grant Date 2020-12-29
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Grenier, Roger
  • Tran, Huy

Abstract

The probabilistic accumulation method is an independent and comprehensive approach for validating third-party catastrophe models. The method starts with a standard technique, namely, a limited scenario accumulation analysis, and extends the approach via a novel sampling methodology to evaluate the third-party models against a significantly larger data set. The sampling approach includes a technique for extending the fixed frequency and severity assumption used by the vendor catastrophe models. The result is a more complete set of loss estimates against which to evaluate the vendor model output.

IPC Classes  ?

  • G06N 7/00 - Computing arrangements based on specific mathematical models
  • G06F 30/20 - Design optimisation, verification or simulation

40.

ERGOVALUATOR

      
Serial Number 90347980
Status Pending
Filing Date 2020-11-30
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 09 - Scientific and electric apparatus and instruments
  • 42 - Scientific, technological and industrial services, research and design

Goods & Services

Downloadable computer software, namely, a mobile application for analyzing video to determine risk of injury associated with performing workplace tasks Online non-downloadable mobile application for analyzing video to determine risk of injury associated with performing workplace tasks; online non-downloadable mobile application featuring a calculator to determine risk of injury associated with performing workplace tasks

41.

LIBERTY MUTUAL IGNITE

      
Serial Number 90290384
Status Registered
Filing Date 2020-10-30
Registration Date 2021-12-21
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 35 - Advertising and business services
  • 41 - Education, entertainment, sporting and cultural services

Goods & Services

Arranging and conducting incentive reward programs to promote the sale of insurance policies and services Providing recognition and incentives by the way of awards to demonstrate excellence in the field of insurance agency and services

42.

Computationally efficient distance-based score approximations

      
Application Number 16054613
Grant Number 10809072
Status In Force
Filing Date 2018-08-03
First Publication Date 2020-10-20
Grant Date 2020-10-20
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Timmons, Justin
  • Aronstein, Spencer
  • Gorlin, Scott

Abstract

A distance-based score approximation having improved computational efficiency is provided. Responsive to receiving a score request, an observation point is identified based the score request. A geographic database is queried for map information corresponding to geometry elements located within a predetermined maximum distance of the observation point. A plurality of sections of the geometry elements are defined. Each section is associated with one of a plurality of groups of sections based on map information corresponding to a geometry element corresponding to the section. For each of the plurality of sections, an impact curtain area is determined. For each group of sections, the impact curtain area for each section associated with the group is aggregated to define a contribution for the group. The contribution for each group of sections is aggregated to determine the distance-based score. The distance-based score is provided for display via a display of a user computing entity.

IPC Classes  ?

  • G06K 9/46 - Extraction of features or characteristics of the image
  • G06K 9/66 - Methods or arrangements for recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix references adjustable by an adaptive method, e.g. learning
  • G01C 21/32 - Structuring or formatting of map data
  • G01C 22/02 - Measuring distance traversed on the ground by vehicles, persons, animals or other moving solid bodies, e.g. using odometers or using pedometers by conversion into electric waveforms and subsequent integration, e.g. using tachometer generator
  • G06F 16/29 - Geographical information databases
  • G06F 3/0484 - Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range

43.

Home telematics devices and insurance applications

      
Application Number 14324742
Grant Number 10769727
Status In Force
Filing Date 2014-07-07
First Publication Date 2020-09-08
Grant Date 2020-09-08
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Piccolo, Brian Stephen
  • Mabry, Guy Michael
  • Quinn, Courtney Taryn
  • Olean, Jr., Normand Francis

Abstract

Home telematics devices are engineered to identify unique device signatures for all appliances, fixtures, and so on that generate voltage noise, pressure waves, and acoustic responses throughout a property. The device signatures comprise the inventory of devices in the insured's home and are used to create an electronic record of the devices that assists him in filing a claim with an insurer that is quick and easy after a theft or total loss. Using the device signatures provided by home telematics devices' sensing an itemization technology, fraud detection is also possible. Additionally, analytics software predicts possible failure by analyzing the device signatures.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/08 - Insurance
  • H04L 12/28 - Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]

44.

Telematics devices and ridesharing

      
Application Number 14958584
Grant Number 10733672
Status In Force
Filing Date 2015-12-03
First Publication Date 2020-08-04
Grant Date 2020-08-04
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Bernstein, Daniel Carey
  • Tassone, Christopher
  • Grant, Nicholas

Abstract

A system is engineered to facilitate calculation of predicted perils connected with a ridesharing vehicle. The system facilitates premium endorsement that provides higher coverage than is provided under conventional products and allows drivers to work directly with their personal lines insurer in reviewing their coverage and filing a claim in the event of an accident. The subject matter facilitates higher limits while including a post-policy period audit that allows a reconciliation of high-use or high-risk driving with appropriate retroactive rate adjustments. The system also facilitates retroactive rate adjustments that would compare a policyholder's time/distance driven or collected telematics data (including time or distance driven in each driving period) to the group average or other historical underwriting data.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/08 - Insurance
  • G07C 5/00 - Registering or indicating the working of vehicles
  • G07C 5/08 - Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle, or waiting time
  • G01C 21/34 - Route searching; Route guidance

45.

Carsharing peril analysis

      
Application Number 15681218
Grant Number 10726495
Status In Force
Filing Date 2017-08-18
First Publication Date 2020-07-28
Grant Date 2020-07-28
Owner Liberty Mutual Insurance Company (USA)
Inventor Saenglongma, Khamla

Abstract

Peril analysis is performed for carsharing insurance, i.e., peer-to-peer vehicle sharing insurance. The peril analysis is used to calculate the rate of and/or price insurance for carsharing. A renter may purchase insurance for carsharing (fully, as a supplement or going above and beyond a standard offering, or filling a gap between the minimal level a carsharing company provides and what a driver desires to provide for himself and vehicle's occupants, including comprehensive, collision, or a combination) using a mobile device, an embedded device, a vehicle, or an in-dash unit in the vehicle.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • G06Q 20/32 - Payment architectures, schemes or protocols characterised by the use of specific devices using wireless devices
  • H04L 29/08 - Transmission control procedure, e.g. data link level control procedure

46.

Miscellaneous Design

      
Serial Number 90037455
Status Registered
Filing Date 2020-07-06
Registration Date 2021-02-09
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance agency and brokerage; Insurance carrier services; Insurance consultancy; Insurance administration; Insurance underwriting services for all types of insurance; Assessing insurance claims; Insurance claim processing; Insurance claims administration; Insurance underwriting consultation; Providing insurance information; Claims adjustment in the field of insurance; Providing information in insurance matters; Development of insurance policies for others; Consultancy services related to insurance; Insurance subrogation and salvage; Insurance premium rate computing

47.

IRONSHORE

      
Serial Number 90037461
Status Registered
Filing Date 2020-07-06
Registration Date 2021-02-09
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance agency and brokerage; Insurance carrier services; Insurance consultancy; Insurance administration; Insurance underwriting services for all types of insurance; Assessing insurance claims; Insurance claim processing; Insurance claims administration; Insurance underwriting consultation; Providing insurance information; Claims adjustment in the field of insurance; Providing information in insurance matters; Development of insurance policies for others; Consultancy services related to insurance; Insurance subrogation and salvage; Insurance premium rate computing

48.

Imagery quantification of damage

      
Application Number 16108620
Grant Number 10679301
Status In Force
Filing Date 2018-08-22
First Publication Date 2020-06-09
Grant Date 2020-06-09
Owner Liberty Mutual Insurance Company (USA)
Inventor Veliche, Razvan

Abstract

A system quantifies the extent of a damaged vehicle in the absence of a specialist (appraiser) present onsite. The system enables an objective estimate of the damage, supplanting or merely supplementing psychologically biased claimant reporting. The system has hardware structures to perform imagery quantification of damage on a damaged vehicle. The damaged vehicle may be located anywhere, including at the scene of an accident, at an insured's home, at an insurer's claims offices, or at a body shop. Anyone, including the insured, with a mobile device such as a smart phone, may download onto it a mobile application that guides the user to take photographs or moving images of the damaged vehicle for the system to perform imagery quantification of damage.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • G06T 7/55 - Depth or shape recovery from multiple images
  • H04N 5/232 - Devices for controlling television cameras, e.g. remote control
  • G06T 15/20 - Perspective computation
  • G06T 17/20 - Wire-frame description, e.g. polygonalisation or tessellation

49.

Computationally efficient distance-based score approximations

      
Application Number 15975115
Grant Number 10672114
Status In Force
Filing Date 2018-05-09
First Publication Date 2020-06-02
Grant Date 2020-06-02
Owner Liberty Mutual Insurance Company (USA)
Inventor Gorlin, Scott

Abstract

A distance-based score approximation having improved computational efficiency is provided. Responsive to receiving a score request, a computing entity identifies an observation point based on a location indicated in the score request and defines a set of annuli comprising a plurality of concentric annuli centered on the observation point and defined by a predetermined maximum radius. The computing entity queries a geographic database for map information corresponding to geometry elements located within the predetermined maximum radius of the observation point and determines an intersection of each geometry element with each annulus. The computing entity determines a contribution for each intersection based at least in part on a size of the intersection, a measure assigned to the corresponding geometry element, and a representative radius of the corresponding annulus. The computing entity aggregates the contribution for each intersection to determine the distance-based score approximation and provides the distance-based score approximation.

IPC Classes  ?

  • G06K 9/46 - Extraction of features or characteristics of the image
  • G06K 9/66 - Methods or arrangements for recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix references adjustable by an adaptive method, e.g. learning
  • G06T 7/00 - Image analysis
  • G06K 9/62 - Methods or arrangements for recognition using electronic means
  • G06T 7/62 - Analysis of geometric attributes of area, perimeter, diameter or volume
  • G06F 16/29 - Geographical information databases

50.

Miscellaneous Design

      
Serial Number 88877615
Status Registered
Filing Date 2020-04-18
Registration Date 2021-08-03
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services, namely, insurance underwriting and administration of insurance in the fields of accident, liability, and property insurance and reinsurance; insurance brokerage services; insurance services in the nature of property and casualty loss control management and claims adjustment services; insurance claims administration and adjustment services provided as part of insured or self-insurance programs; appraisal, consulting, and financial analysis services in the fields of medical, disability, property and casualty insurance claims; insurance information, risk management, and consultancy services; and provision of the above-listed insurance services on-line from a computer database and via the internet

51.

Interactive user interface for displaying geographic boundaries

      
Application Number 15459423
Grant Number 10593074
Status In Force
Filing Date 2017-03-15
First Publication Date 2020-03-17
Grant Date 2020-03-17
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Friedman, Benjamin
  • Gupta, Sandeep Kumar
  • Srivastava, Vishrut Prakash
  • Kelly, Jason Lee
  • Sellati, Brenton John
  • Maas, Christian Alexander
  • Breslin, Erin
  • Ringer, Jon

Abstract

Responsive to receiving an indication of a geographical area, one or more constituent areas associated with the geographical area are identified. Boundary data corresponding to the constituent areas is accessed. The boundary data for each constituent area comprises a plurality of geographical location points defining line segments that define the boundary of the corresponding constituent area. Unique portions of line segments are identified. A unique portion of a line segment is a portion of a line segment defined in the boundary data of one and only one of the constituent areas. The geographical area boundary layer is defined. The geographical boundary layer comprises a set of line segments consisting of the unique portions of line segments. A geographical map is provided for display via a user interface. The geographical map comprises a plurality of layers. The plurality of layers comprise one or more map layer sand the geographical area boundary layer.

IPC Classes  ?

  • G06T 11/20 - Drawing from basic elements, e.g. lines or circles
  • G06Q 30/02 - Marketing; Price estimation or determination; Fundraising
  • G06F 3/0484 - Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
  • G06T 11/60 - Editing figures and text; Combining figures or text
  • G06F 16/29 - Geographical information databases

52.

Generating graphical presentations for in-vehicle displays

      
Application Number 15986008
Grant Number 10580074
Status In Force
Filing Date 2018-05-22
First Publication Date 2020-03-03
Grant Date 2020-03-03
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Fox, Michael Scott
  • Piccolo, Brian Stephen

Abstract

A vehicle is engineered in which a piece of hardware, an in-vehicle display, is installed and through which an insured may interface with various insurance modules. The in-vehicle display presents various pieces of graphical user interface to assist the insured in operating the vehicle depending on driving exigencies and circumstances, so as to improve vehicle technologies.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • G06Q 40/04 - Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange
  • H04W 4/44 - Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for communication between vehicles and infrastructures, e.g. vehicle-to-cloud [V2C] or vehicle-to-home [V2H]

53.

Augmented reality insurance applications

      
Application Number 15963171
Grant Number 10559039
Status In Force
Filing Date 2018-04-26
First Publication Date 2020-02-11
Grant Date 2020-02-11
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Fox, Michael Scott
  • Piccolo, Brian Stephen
  • Saenglongma, Khamla
  • Capone, Christopher Allen

Abstract

Software, hardware, and/or combinations thereof are provided for facilitating augmented reality presentations, which dynamically augment or enhance (images or live video of) the real world with computer-generated data (e.g., graphics of virtual objects) to facilitate insurance applications. Through the use of a mobile device (e.g., phone, tablet, and eyewear), augmented reality applications are engineered to allow an insurer to enhance the experiences of customers and prospects across sales, service, and claims.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • G06Q 30/06 - Buying, selling or leasing transactions
  • G06Q 20/32 - Payment architectures, schemes or protocols characterised by the use of specific devices using wireless devices

54.

Data synchronization across multiple sensors

      
Application Number 16359090
Grant Number 10721696
Status In Force
Filing Date 2019-03-20
First Publication Date 2019-07-18
Grant Date 2020-07-21
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor Carver, Christopher J.

Abstract

Various embodiments of the present invention provide methods, systems, apparatus, and computer program products for synchronizing data across at least two sensors. In one embodiment, first sensor data, which includes a universal time stamp from a universal time source, is recorded from at least one first sensor and second sensor data, which does not include a universal time stamp from a universal time source, is recorded from at least one second sensor. The first sensor data is correlated with the second sensor data, and a universal time that corresponds with the data from the second sensor is determined at least in part based on the correlation between the first sensor data and the second sensor data.

IPC Classes  ?

  • H04W 56/00 - Synchronisation arrangements
  • H04L 7/00 - Arrangements for synchronising receiver with transmitter
  • A61B 5/00 - Measuring for diagnostic purposes ; Identification of persons

55.

Training gradient boosted decision trees with progressive maximum depth for parsimony and interpretability

      
Application Number 16147154
Grant Number 10977737
Status In Force
Filing Date 2018-09-28
First Publication Date 2019-07-11
Grant Date 2021-04-13
Owner Liberty Mutual Insurance Company (USA)
Inventor Ironside, Brian

Abstract

An apparatus is provided for generating a generalized linear model structure definition by generating a gradient boosted tree model and separating each decision tree into a plurality of indicator variables upon which a dependent variable of the generalized linear model depends. A first number of plurality of decision tree structures each having a maximum tree depth of one (1) is formed, where the first number represents a number of decision tree structures necessary to exhaust all main effects of a plurality of predictor variables on a dependent variable. Successive pluralities of decision tree structures each having a maximum tree depth increased by one (1) as compared to its immediately preceding plurality of decision tree structures are iteratively formed. Each successive plurality of decision tree structures comprises a second number of decision tree structures necessary to exhaust all interactions between the plurality of predictor variables.

IPC Classes  ?

56.

Item inventory and item replacement

      
Application Number 14707218
Grant Number 10311521
Status In Force
Filing Date 2015-05-08
First Publication Date 2019-06-04
Grant Date 2019-06-04
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Capone, Christopher A.
  • Piccolo, Brian S.
  • Bernstein, Daniel C.
  • Quinn, Courtney T.
  • George, Matthew R.
  • Tassone, Christopher Ralph

Abstract

Methods, systems, computer program products, and apparatus relating to an item inventory and item replacement are provided. In one embodiment a method for automatic processing of an insurance claim is provided. The method comprises (a) receiving one or more item indicators, each item indicator associated with an item in an insurance claim for an insured party; (b) for a particular item indicator of the one or more item indicators, automatically identifying an item listing associated with the particular item indicator from an item inventory, the item listing identified based at least in part on the particular item indicator; and (c) indicating the item listing as a replacement item for the particular item. Indicating the item listing as a replacement item for the particular item comprises adding the item listing to an electronic shopping cart.

IPC Classes  ?

57.

Data synchronization across multiple sensors

      
Application Number 13622793
Grant Number 10285141
Status In Force
Filing Date 2012-09-19
First Publication Date 2019-05-07
Grant Date 2019-05-07
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor Carver, Christopher J.

Abstract

Various embodiments of the present invention provide methods, systems, apparatus, and computer program products for synchronizing data across at least two sensors. In one embodiment, first sensor data, which includes a universal time stamp from a universal time source, is recorded from at least one first sensor and second sensor data, which does not include a universal time stamp from a universal time source, is recorded from at least one second sensor. The first sensor data is correlated with the second sensor data, and a universal time that corresponds with the data from the second sensor is determined at least in part based on the correlation between the first sensor data and the second sensor data.

IPC Classes  ?

  • H04W 56/00 - Synchronisation arrangements
  • H04L 7/00 - Arrangements for synchronising receiver with transmitter
  • A61B 5/00 - Measuring for diagnostic purposes ; Identification of persons

58.

Method, apparatus, and computer program product for identifying hazardous conditions and predicting policy transaction behavior

      
Application Number 16125347
Grant Number 10997667
Status In Force
Filing Date 2018-09-07
First Publication Date 2019-03-14
Grant Date 2021-05-04
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Kim, Sung Hoon
  • Gadgil, Shweta
  • Harvey, Joshua
  • Li, Lingge

Abstract

Embodiments of the present disclosure provide methods, systems, apparatuses, and computer program products for programmatically predicting policy transactions using machine learning.

IPC Classes  ?

59.

COPPER GIANTS

      
Serial Number 88290055
Status Registered
Filing Date 2019-02-05
Registration Date 2022-11-08
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 35 - Advertising and business services

Goods & Services

Marketing and branding services, namely, consultation regarding the development of marketing and advertising consumer communication programs; Development and implementation of corporate and brand identity strategies for others; Development of advertisements and production of web commercials; Business marketing consulting in the field of public relations, advertising, marketing, social media and social networking; Business consulting services, namely, business improvement services; Providing information in the fields of public relations, business management and business marketing by mean of the internet; Direct marketing services; brand consulting, namely, consulting for other on brand development, brand creation and brand marketing; creating and disseminating marketing communications in the nature of advertisements for others by means of digital and electronic devices and methods, including mobile phones and other digital devices; marketing consultation, namely, evaluating the impact social networking sites in developing marketing and public relations strategies; services for optimizing internet advertising, namely, social media strategy and marketing consulting; digital and interactive marketing and advertising services; advertising and business services, namely, advertising especially comprising promotional services for goods and/or services, sales promotion and advertising activities; providing consulting and information in the field of advertising and marketing; services enabling the management of brands and the marketing thereof, namely, brand positioning services; organization of exhibitions for advertising purposes

60.

LIMU EMU & DOUG

      
Serial Number 88288096
Status Registered
Filing Date 2019-02-04
Registration Date 2020-02-11
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance consultancy; insurance information services; insurance administration

61.

EZDROP

      
Serial Number 88265716
Status Registered
Filing Date 2019-01-17
Registration Date 2020-09-29
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 42 - Scientific, technological and industrial services, research and design

Goods & Services

Computer software as a service for uploading and managing information online, namely, software that allows users to upload documents, images, or media relating to insurance claims

62.

Liberty Global Transaction Solutions

      
Application Number 018003203
Status Registered
Filing Date 2018-12-20
Registration Date 2019-05-16
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance, including, mergers and acquisitions, representations and warranties, warranty and indemnity, tax liability, tax credit, and contingent risk; insurance consultancy; insurance information services; insurance administration.

63.

LIBERTY GLOBAL TRANSACTION SOLUTIONS

      
Serial Number 88237284
Status Registered
Filing Date 2018-12-20
Registration Date 2020-03-10
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance, including, mergers and acquisitions, representations and warranties, warranty and indemnity, tax liability, tax credit, and contingent risk; insurance consultancy; insurance information services; insurance administration

64.

Miscellaneous Design

      
Serial Number 88222657
Status Registered
Filing Date 2018-12-10
Registration Date 2022-07-26
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 35 - Advertising and business services
  • 41 - Education, entertainment, sporting and cultural services

Goods & Services

Promoting the benefits of diversity and inclusion in the workplace through printed, audio, and video media Educational services, namely, conducting workshops in the field of diversity and inclusion in the workplace

65.

Carsharing peril analysis

      
Application Number 15184460
Grant Number 10109016
Status In Force
Filing Date 2016-06-16
First Publication Date 2018-10-23
Grant Date 2018-10-23
Owner Liberty Mutual Insurance Company (USA)
Inventor Saenglongma, Khamla

Abstract

Peril analysis is performed for carsharing insurance, i.e., peer-to-peer vehicle sharing insurance. The peril analysis is used to calculate the rate of and/or price insurance for carsharing. A renter may purchase insurance for carsharing (fully, as a supplement or going above and beyond a standard offering, or filling a gap between the minimal level a carsharing company provides and what a driver desires to provide for himself and vehicle's occupants, including comprehensive, collision, or a combination) using a mobile device, an embedded device, a vehicle, or an in-dash unit in the vehicle.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • H04L 29/08 - Transmission control procedure, e.g. data link level control procedure
  • G06Q 20/32 - Payment architectures, schemes or protocols characterised by the use of specific devices using wireless devices

66.

Imagery quantification of damage

      
Application Number 15483900
Grant Number 10083487
Status In Force
Filing Date 2017-04-10
First Publication Date 2018-09-25
Grant Date 2018-09-25
Owner Liberty Mutual Insurance Company (USA)
Inventor Veliche, Razvan

Abstract

A system quantifies the extent of a damaged vehicle in the absence of a specialist (appraiser) present onsite. The system enables an objective estimate of the damage, supplanting or merely supplementing psychologically biased claimant reporting. The system has hardware structures to perform imagery quantification of damage on a damaged vehicle. The damaged vehicle may be located anywhere, including at the scene of an accident, at an insured's home, at an insurer's claims offices, or at a body shop. Anyone, including the insured, with a mobile device such as a smart phone, may download onto it a mobile application that guides the user to take photographs or moving images of the damaged vehicle for the system to perform imagery quantification of damage.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • H04N 5/232 - Devices for controlling television cameras, e.g. remote control
  • G06T 7/55 - Depth or shape recovery from multiple images
  • G06T 17/20 - Wire-frame description, e.g. polygonalisation or tessellation
  • G06T 15/20 - Perspective computation

67.

CERTAINLY.

      
Serial Number 88123424
Status Registered
Filing Date 2018-09-19
Registration Date 2019-11-05
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance consultancy; insurance information services; insurance administration

68.

INCLUSION IN ACTION

      
Serial Number 88100956
Status Registered
Filing Date 2018-08-31
Registration Date 2022-06-21
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 35 - Advertising and business services
  • 41 - Education, entertainment, sporting and cultural services

Goods & Services

Promoting the benefits of diversity and inclusion in the workplace through printed, audio, and video media for others Educational services, namely, conducting workshops in the field of diversity and inclusion in the workplace

69.

Concepts for providing an insurance quote

      
Application Number 14242959
Grant Number 10062118
Status In Force
Filing Date 2014-04-02
First Publication Date 2018-08-28
Grant Date 2018-08-28
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Bernstein, Daniel Carey
  • Tassone, Christopher Ralph

Abstract

Computer program products, methods, systems, apparatus, and computing entities for providing a quote for an insurance policy are provided. In one embodiment, a method is provided comprising (a) receiving image data of a property to be insured; (b) after receiving the image data of the property to be insured, requesting external information from one or more external information sources, the external data associated with the property to be insured and comprising at least one selected from the group consisting of historical data of the property to be insured and area data of the property to be insured; (c) providing at least a portion of the external data associated with the property to be insured; and (d) providing a quote for an insurance policy for the property to be insured based at least in part on the external data.

IPC Classes  ?

  • G06Q 30/02 - Marketing; Price estimation or determination; Fundraising
  • G09G 5/377 - Control arrangements or circuits for visual indicators common to cathode-ray tube indicators and other visual indicators characterised by the display of individual graphic patterns using a bit-mapped memory - Details of the operation on graphic patterns for mixing or overlaying two or more graphic patterns
  • G06Q 40/08 - Insurance

70.

Augmented reality insurance applications

      
Application Number 14295031
Grant Number 10032225
Status In Force
Filing Date 2014-06-03
First Publication Date 2018-07-24
Grant Date 2018-07-24
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Fox, Michael Scott
  • Piccolo, Brian Stephen
  • Saenglongma, Khamla
  • Capone, Christopher Allen

Abstract

Pieces of software and pieces of hardware are suitable for facilitating augmented reality, which dynamically augments or enhances (images or live video of) the real world with computer-generated data (e.g., graphics of virtual objects) to facilitate insurance applications. Through the use of a mobile device (e.g., phone, tablet, and eyewear), embedded computer into body, or desktop, the augmented reality applications are engineered to allow an insurer to enhance the experiences of customers and prospects across sales, service and claims.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • G06Q 30/06 - Buying, selling or leasing transactions
  • G06Q 20/32 - Payment architectures, schemes or protocols characterised by the use of specific devices using wireless devices

71.

In-vehicle infotainment insurance applications

      
Application Number 14645260
Grant Number 09996878
Status In Force
Filing Date 2015-03-11
First Publication Date 2018-06-12
Grant Date 2018-06-12
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Fox, Michael Scott
  • Piccolo, Brian Stephen

Abstract

A vehicle is engineered in which a piece of hardware, an in-vehicle display, is installed and through which an insured may interface with various insurance modules. The in-vehicle display presents various pieces of graphical user interface to assist the insured in operating the vehicle depending on driving exigencies and circumstances, so as to improve vehicle technologies.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/04 - Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange
  • H04W 4/04 - in a dedicated environment, e.g. buildings or vehicles

72.

Automated claims adjustment using 3D scanning

      
Application Number 15631826
Grant Number 09978105
Status In Force
Filing Date 2017-06-23
First Publication Date 2018-05-22
Grant Date 2018-05-22
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Parchment, David Antony
  • Saenglongma, Khamla
  • Hall, Gary Ellis
  • Olean, Jr., Normand Francis
  • Heveran, John

Abstract

Automated claims adjustment is engineered to receive submission of two-dimensional data or three-dimensional data from a structured-light scan and other pieces of information directly via a mobile device. Upon receiving sufficient information to open a claim, automated claims adjustment and settlement processes are executed aiding and guiding a claimant. This reduces the time involved by the claimant in waiting for a claims adjuster to manually review a specific case file.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • H04L 29/08 - Transmission control procedure, e.g. data link level control procedure
  • H04W 4/16 - Communication-related supplementary services, e.g. call-transfer or call-hold

73.

Liberty Link

      
Application Number 017890271
Status Registered
Filing Date 2018-04-20
Registration Date 2018-10-31
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ?
  • 09 - Scientific and electric apparatus and instruments
  • 36 - Financial, insurance and real estate services

Goods & Services

Mobile application for use by insurance brokers enabling brokers to provide insurance quotes, bind insurance policies, and produce insurance policy documents. Providing financial services to assist insurance brokers in the provision of insurance quotes, binding of insurance policies and production of insurance policy documents via a self-service web based internet portal.

74.

TOREDO

      
Serial Number 87793947
Status Registered
Filing Date 2018-02-12
Registration Date 2019-12-17
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 36 - Financial, insurance and real estate services
  • 42 - Scientific, technological and industrial services, research and design

Goods & Services

Insurance underwriting for all types of insurance and insurance administration services Hosting a web-based platform for the provision of insurance services

75.

Behavior-based business recommendations

      
Application Number 13801203
Grant Number 09886676
Status In Force
Filing Date 2013-03-13
First Publication Date 2018-02-06
Grant Date 2018-02-06
Owner Liberty Mutual Insurance Company (USA)
Inventor
  • Bos, Tracy
  • Hjort, Michael

Abstract

Computer program products, methods, systems, apparatus, and computing entities are provided for determining successful practices of insurance representatives. In one embodiment, this may include identifying one or more successful insurance representatives and determining the business practices they use that are correlated to success.

IPC Classes  ?

  • G06Q 10/00 - Administration; Management
  • G06Q 10/06 - Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling

76.

WORKGRID

      
Serial Number 87724449
Status Registered
Filing Date 2017-12-18
Registration Date 2019-01-08
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 09 - Scientific and electric apparatus and instruments

Goods & Services

Computer software that allows users to access online and mobile application platforms for organizing and tracking work-related tasks and to-do lists, set notifications, manage projects and workflows, send and receive electronic messages, and access social media platforms

77.

BYMILE

      
Serial Number 87708621
Status Registered
Filing Date 2017-12-05
Registration Date 2019-12-17
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 09 - Scientific and electric apparatus and instruments
  • 36 - Financial, insurance and real estate services

Goods & Services

Devices comprised of receivers, transmitters and computer hardware and firmware for recording vehicle mileage Insurance underwriting, administration and brokerage in the field of accident insurance for vehicles

78.

Streaming software to multiple virtual machines in different subnets

      
Application Number 14162586
Grant Number 09832136
Status In Force
Filing Date 2014-01-23
First Publication Date 2017-11-28
Grant Date 2017-11-28
Owner Liberty Mutual Insurance Company (USA)
Inventor Gibson, Tucker Charles

Abstract

A provisioning server delivers operating systems to more than one virtual machine in different subnetworks. Since one provisioning server can be used for multiple subnetworks, this reduces the need to build, license, and support a provisioning server or a provisioning server farm for each subnetwork. This eliminates additional Infrastructure Software licensing; reduces additional effort to implement and maintain more provisioning servers; increases flexibility to add additional subnetworks; and scales a provisioning server farm to meet demand by adding servers.

IPC Classes  ?

  • G06F 9/455 - Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
  • H04L 12/911 - Network admission control and resource allocation, e.g. bandwidth allocation or in-call renegotiation
  • G06F 9/44 - Arrangements for executing specific programs

79.

WORKGRID SOFTWARE

      
Serial Number 87656318
Status Registered
Filing Date 2017-10-23
Registration Date 2018-12-04
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 42 - Scientific, technological and industrial services, research and design

Goods & Services

Application service provider, namely, hosting, managing, developing, analyzing, updating and maintaining applications of others in the field of digital workplace technologies; providing temporary use of non-downloadable online business application software for hosting, managing, developing, analyzing, updating and maintaining applications related to digital workplace technologies; Computer software design and development services

80.

TOREDO

      
Application Number 017196478
Status Registered
Filing Date 2017-09-11
Registration Date 2018-01-08
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ?
  • 36 - Financial, insurance and real estate services
  • 42 - Scientific, technological and industrial services, research and design

Goods & Services

Insurance services. Hosting a web-based platform for the provision of insurance services.

81.

DIGITAL IP

      
Application Number 185664100
Status Registered
Filing Date 2017-09-08
Registration Date 2020-08-14
Owner Liberty Mutual Insurance Company (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

(1) Insurance underwriting in the field of cybersecurity and privacy

82.

DIGITAL IP

      
Application Number 017185414
Status Registered
Filing Date 2017-09-08
Registration Date 2018-01-08
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services; financial services; insurance brokerage services; insurance and underwriting services in the fields of cybersecurity and privacy; Information, advice and consultancy relating to any of the aforesaid services.

83.

IRONSHORE WORSHIP SECURE

      
Application Number 017141433
Status Registered
Filing Date 2017-08-24
Registration Date 2017-12-08
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services; financial services; insurance brokerage services; insurance and underwriting services in the fields of aviation, casualty, construction, energy, environmental, financial institutions, fine art, specie, healthcare, marine, personal accident, political risk, professional lines, property, technical lines, war and terrorism; Information, advice and consultancy relating to any of the aforesaid services.

84.

IRONSHORE WORSHIP SECURE

      
Application Number 185400400
Status Registered
Filing Date 2017-08-23
Registration Date 2020-07-10
Owner Liberty Mutual Insurance Company (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

(1) Insurance underwriting services in the field of casualty

85.

SHINEAPI

      
Serial Number 87581088
Status Registered
Filing Date 2017-08-23
Registration Date 2018-10-09
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 42 - Scientific, technological and industrial services, research and design

Goods & Services

Providing an online portal for use by software and mobile application developers in the fields of auto insurance, homeowners insurance, safe driving, and public safety

86.

Carsharing peril analysis

      
Application Number 14819162
Grant Number 09727922
Status In Force
Filing Date 2015-08-05
First Publication Date 2017-08-08
Grant Date 2017-08-08
Owner Liberty Mutual Insurance Company (USA)
Inventor Saenglongma, Khamla

Abstract

Peril analysis is performed for carsharing insurance, i.e., peer-to-peer vehicle sharing insurance. The peril analysis is used to calculate the rate of and/or price insurance for carsharing. A renter may purchase insurance for carsharing (fully, as a supplement or going above and beyond a standard offering, or filling a gap between the minimal level a carsharing company provides and what a driver desires to provide for himself and vehicle's occupants, including comprehensive, collision, or a combination) using a mobile device, an embedded device, a vehicle, or an in-dash unit in the vehicle.

IPC Classes  ?

  • G06Q 40/00 - Finance; Insurance; Tax strategies; Processing of corporate or income taxes
  • G06Q 40/08 - Insurance
  • G06Q 30/06 - Buying, selling or leasing transactions

87.

Vehicle damage assessment using 3D scanning

      
Application Number 14332173
Grant Number 09721304
Status In Force
Filing Date 2014-07-15
First Publication Date 2017-08-01
Grant Date 2017-08-01
Owner
  • Liberty Mutual Insurance Company (USA)
  • LIBERTY MUTUAL INSURANCE COMPANY (USA)
Inventor
  • Parchment, David Antony
  • Saenglongma, Khamla
  • Hall, Gary Ellis
  • Olean, Jr., Normand Francis
  • Heveran, John

Abstract

Automated claims adjustment is engineered to receive submission of two-dimensional data or three-dimensional data from a structured-light scan and other pieces of information directly via a mobile device. Upon receiving sufficient information to open a claim, automated claims adjustment and settlement processes are executed aiding and guiding a claimant. This reduces the time involved by the claimant in waiting for a claims adjuster to manually review a specific case file.

IPC Classes  ?

  • G06Q 40/08 - Insurance
  • H04W 4/16 - Communication-related supplementary services, e.g. call-transfer or call-hold
  • H04L 29/08 - Transmission control procedure, e.g. data link level control procedure

88.

Imagery quantification of damage

      
Application Number 14202725
Grant Number 09654679
Status In Force
Filing Date 2014-03-10
First Publication Date 2017-05-16
Grant Date 2017-05-16
Owner Liberty Mutual Insurance Company (USA)
Inventor Veliche, Razvan

Abstract

A system quantifies the extent of a damaged vehicle in the absence of a specialist (appraiser) present onsite. The system enables an objective estimate of the damage, supplanting or merely supplementing psychologically biased claimant reporting. The system has hardware structures to perform imagery quantification of damage on a damaged vehicle. The damaged vehicle may be located anywhere, including at the scene of an accident, at an insured's home, at an insurer's claims offices, or at a body shop. Anyone, including the insured, with a mobile device such as a smart phone, may download onto it a mobile application that guides the user to take photographs or moving images of the damaged vehicle for the system to perform imagery quantification of damage.

IPC Classes  ?

  • H04N 5/232 - Devices for controlling television cameras, e.g. remote control

89.

LIBERTY

      
Serial Number 87444154
Status Registered
Filing Date 2017-05-10
Registration Date 2021-11-02
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance underwriting services for all types of insurance; insurance consultancy; insurance information services; insurance administration

90.

TECHSAFETY

      
Serial Number 87329133
Status Registered
Filing Date 2017-02-08
Registration Date 2018-09-18
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services, namely, underwriting, issuing, processing, and administration of insurance claims and policies; Automobile insurance administration and underwriting; insurance services in the nature of administering automobile insurance discounts

91.

IRONEXCESS

      
Serial Number 87321933
Status Registered
Filing Date 2017-02-02
Registration Date 2018-03-20
Owner LIBERTY MUTUAL INSURANCE COMPANY ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

insurance underwriting services in the fields of excess specialty casualty, excess financial lines and excess specialty property

92.

IRONSHORE CAMPUS SECURE

      
Application Number 182072400
Status Registered
Filing Date 2017-01-31
Registration Date 2020-01-21
Owner Liberty Mutual Insurance Company (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

(1) Insurance underwriting services in the fields of specialty casualty, crisis management and education

93.

LIBERTY MUTUAL HOMESHARING COVERAGE

      
Serial Number 87314338
Status Registered
Filing Date 2017-01-26
Registration Date 2018-01-30
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services, namely, underwriting, issuance, brokerage, administration, and claims processing in the field of property and casualty insurance

94.

LIBERTY MUTUAL INNOVATION

      
Serial Number 87301601
Status Registered
Filing Date 2017-01-13
Registration Date 2017-12-26
Owner Liberty Mutual Insurance Company ()
NICE Classes  ?
  • 35 - Advertising and business services
  • 36 - Financial, insurance and real estate services

Goods & Services

Advisory services in the fields of business management, marketing, consumer research, and executive mentoring Insurance and financial advisory services; research and development services in connection with insurance policies, underwriting and administration

95.

SOLARIA LABS

      
Serial Number 87301580
Status Registered
Filing Date 2017-01-13
Registration Date 2018-09-25
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance and financial advisory services; research and development services in connection with insurance policies, underwriting and administration

96.

SNOWCHASER

      
Serial Number 87976195
Status Registered
Filing Date 2016-10-19
Registration Date 2017-12-12
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services, namely, underwriting, issuing and administration of life, property and casualty, accident and travel insurance

97.

LM EXPEDITE

      
Serial Number 87161734
Status Registered
Filing Date 2016-09-06
Registration Date 2017-12-12
Owner Liberty Mutual Insurance Company ()
NICE Classes  ? 09 - Scientific and electric apparatus and instruments

Goods & Services

Computer application software for mobile phones, namely, software that allows insurance customer to take photographs of automobile vehicle damage with mobile phone and which allows third party vendor to write a repair estimate based on the damage to the vehicle

98.

IEDAC

      
Application Number 015686058
Status Registered
Filing Date 2016-07-24
Registration Date 2016-11-28
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services; financial services; insurance brokerage services; insurance and underwriting services in the fields of aviation, casualty, construction, energy, environmental, financial institutions, fine art, specie, healthcare, marine, personal accident, political risk, professional lines, property, technical lines, war and terrorism; Information, advice and consultancy relating to any of the aforesaid services.

99.

IRONSHORE EUROPE DAC

      
Application Number 015686066
Status Registered
Filing Date 2016-07-24
Registration Date 2016-11-28
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services; financial services; insurance brokerage services; insurance and underwriting services in the fields of aviation, casualty, construction, energy, environmental, financial institutions, fine art, specie, healthcare, marine, personal accident, political risk, professional lines, property, technical lines, war and terrorism; Information, advice and consultancy relating to any of the aforesaid services.

100.

IRONSHORE EUROPE DESIGNATED ACTIVITY COMPANY

      
Application Number 015686074
Status Registered
Filing Date 2016-07-24
Registration Date 2016-11-28
Owner LIBERTY MUTUAL INSURANCE COMPANY (USA)
NICE Classes  ? 36 - Financial, insurance and real estate services

Goods & Services

Insurance services; financial services; insurance brokerage services; insurance and underwriting services in the fields of aviation, casualty, construction, energy, environmental, financial institutions, fine art, specie, healthcare, marine, personal accident, political risk, professional lines, property, technical lines, war and terrorism; Information, advice and consultancy relating to any of the aforesaid services.
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