Systems and methods for configuration vulnerability checking and remediation are provided. The systems provided herein identify risk based upon service indications of a particular configuration, such that automated risk analysis may be facilitated.

Systems and methods related to resource distribution for a fleet of machines are disclosed. A system may include a fleet of machines each having an associated resource capacity and a resource requirement to perform a task. The system may further include a controller having a resource requirement circuit to determine an aggregated amount of the resource requirement and an aggregated amount of the resource capacity. A resource distribution circuit may adaptively improve, in response to an aggregated amount of the resource capacity, an aggregated resource delivery of the resource.

A system for performing one or more steps of a method is disclosed. The method includes receiving a first legal clause, generating, using a segmentation algorithm, a first hidden Markov chain comprising a plurality of first nodes based on the first legal clause, each of the plurality of first nodes corresponding to an element of the first legal clause, generating, using the segmentation algorithm, a second hidden Markov chain comprising a plurality of second nodes based on the second legal clause, each of the plurality of second nodes corresponding to an element of the second legal clause, comparing each of the plurality of first nodes with each of the plurality of second nodes to identify a difference for each of the plurality of first nodes, determine, based on the comparison, whether the difference for each of the plurality of first nodes exceeds a predetermined difference threshold.

An NLP analysis method based on identification of common terms is disclosed. The improved NLP analysis can separate different parts of a patent claim into discrete claim segments based on the common terms. A user interface that corresponds to a flowchart allows the user to drag and drop the claim segments to form complex relationships, which is used to generate a patent specification.

Systems, methods, and computer program methods for modifying a configuration of a document management system are described. In some implementation document data are received as machine learning inputs, where the document data represent one or more documents. Then, a pattern is recognized in the one or more documents using machine learning. Based on the recognized pattern, a configuration of a document management system is modified.

A system and method for identifying unauthorized uploaded content that has been uploaded before a validated live reference stream has been ingested is disclosed herein. The live reference stream is compared against the indexed uploaded content repeatedly as the live reference stream is received. The matching process is done once per a time period until a match meeting a minimum match duration threshold is identified. The match is then determined to be unauthorized, and a claim is issued against the unauthorized uploaded content. The time period can be based on a utility based analysis that factors the computational costs of repeated matching versus the diminishing value of the live reference stream as time progresses.

A method may include receiving a search query from a computing device, the search query identifying an examiner in a patent office; in response to the receiving, gathering information associated with the examiner from at least one database, the information including experience metrics for the examiner and allowance metrics for the examiner; generating a user interface for display on the computing device; the user interface including: an experience section including a technology experience score for the examiner based on the experience metrics; and an allowance rate section that includes: allowance visualization options; and an allowance visualization based on the allowance metrics and a selected visualization option of the allowance visualization options.

Systems and methods for generating a data map based on a dynamically updated data set. The system includes a client-side device. The client-side device includes a controller and is operably connected to a communication network. The controller includes a processor and a non-transitory computer readable data storage medium, the processor is configured to retrieve from the medium and execute computer readable instructions to receive a data set including one or more data assets and generate the data map based on the received data set. Each data asset includes four or more attributes. The data map includes one or more segments, and the one or more segments illustrate each of the four or more attributes of the one or more data assets.

The present invention envisions a comprehensive platform (the “IPwe Platform”) that utilizes blockchain and smart contracts to address and improve upon the significant deficiencies that currently exist in the global IP market (patents, trademarks, copyrights, etc.). The objective of the IPwe Platform is creating transparency in (i) patent ownership, (ii) patent identification and (iii) patent coverage and value. In addition, by providing the network, a guaranteed buy program can be initiated that provides specific guaranteed value to intellectual property assets listed by verified brokers.

The present invention discloses a method by which a secure ledger network is deployed to provide assurance related to title of IP assets. Specifically, the invention seeks to improve the risk associated with IP based transactions and reduce the time related to researching color of title related to the same.