Abstract: Examples of artificial intelligence-based reasoning explanation are described. In an example implementation, a knowledge model having a plurality of ontologies and a plurality of inferencing rules is generated. Once the knowledge model is generated, based on a real-world problem, a knowledge model from amongst various knowledge models is selected to be used for resolving a real-world problem. The data procured from the real-world problem is clustered and classified into an ontology of the determined knowledge model. Inferencing rules to be used for deconstructing the real-world problem are identified, and a machine reasoning is generated to provide a hypothesis for the problem and an explanation to accompany the hypothesis.

Abstract: A classifier receives policy data corresponding to a new policy. Further, the classifier processes the policy data to classify the policy data into an obligation class and an informational class. An information extractor then extracts metadata from the policy data that is classified into the obligation class. Subsequently, a data translator determines if there is an incremental change in the policy data based on a comparison of the policy data with policy data corresponding to existing policies. On determining the incremental change in the policy data, the data translator translates the policy data that is classified into the obligation class into a rule based on the metadata. A rules engine then receives the rule from the data translator for claims adjudication.

Abstract: Disclosed are various approaches for providing authentication of a user and a client device. A user's credentials can be authenticated by an identity provider. In addition, a device posture assessment that analyzes the device from which the authentication request originates is also performed. An authentication request can be authenticated based upon whether the device posture assessment reveals that device to be a managed device that is in compliance with compliance rules.

Abstract: According to some embodiments, a centralized registry data store may contain electronic records that represent movement plan contracts for Unmanned Vehicles (“UVs”). A centralized registry platform may receive information about a potential movement plan contract for a UV and dynamically create a potential multi-dimensional, time-indexed volume representing the potential movement plan contract. The centralized registry platform may then automatically compare the potential multi-dimensional, time-indexed volume with another volume representing another movement plan contract that was previously registered with the centralized registry platform. Based on a result of the comparison, the centralized registry platform may dynamically register the potential movement plan contract in the centralized registry data store.

Abstract: Disclosed are various approaches for providing authentication of a user and a client device. A user's credentials can be authenticated by an identity provider. In addition, a device posture assessment that analyzes the device from which the authentication request originates is also performed. An authentication request can be authenticated based upon whether the device posture assessment reveals that device to be a managed device that is in compliance with compliance rules.

Abstract: Data extraction and automatic validation from digitized documents in non-editable formats is disclosed. Paper documents are digitized or converted into formats suitable for storage on computers or other digital devices. The digitized documents are classified into one of a plurality of document types and based on the document type, document processing rules are selected for analyzing the digitized documents to enable data extraction and automatic validation. The positions and values of the data fields in the digitized documents are obtained using machine learning techniques. The data field values are automatically validated and assigned confidence scores. Data fields with low confidence scores are flagged for manual review.

Abstract: Disclosed are various examples for providing a single sign-on experience for mobile applications that may or may not be managed. A first application executed in a client device sends an access request to a service provider. The first application receives a redirection response from the service provider that redirects the first application to an identity provider. The first application then receives a further redirection response from the identity provider that causes the first application to request an identity assertion from a second application executed in the client device. The first application receives the identity assertion from the second application. The first authentication then authenticates with the service provider using the identity assertion.

Abstract: Disclosed are various examples for single-sign on by way of managed mobile devices. For example, an identity provider service can receive a request for an identity assertion from an application executed in a client device. The identity provider service can then detect a platform associated with the client device. A response to the request can be sent based at least in part on the platform, where the response requests authentication by a management credential. Data generated by the management credential is received from the client device, and the management credential is determined to be valid for the identity assertion. The identity assertion is then sent to the client device in response to determining that the management credential is valid for the identity assertion.

Abstract: A claims preprocessor processes claim data to identify claims that are to be adjudicated. Each claim includes at least one claim exception. The claims preprocessor further prioritizes the claim exception of each identified claim based on the claim data. A robotic process automator then orchestrates adjudication of the identified claims based on claim data. Further, a rules engine adjudicates the identified claims based on pre-defined rules. Subsequently, a fall out handler determines if any of the identified claims are incorrectly adjudicated and identify an issue associated with incorrect claims adjudication on determining that any of the identified claims are incorrectly adjudicated. A self learner then provides feedback to rules engine based on a decision tree and information received from fall out handler, the feedback being usable to resolve the issue. The information received from fall out handler is indicative of issue associated with incorrect claims adjudication.

Abstract: Disclosed are various approaches for providing authentication of a user and a client device. A user's credentials can be authenticated by an identity provider. In addition, a device posture assessment that analyzes the device from which the authentication request originates is also performed. An authentication request can be authenticated based upon whether the device posture assessment reveals that device to be a managed device that is in compliance with compliance rules.

Abstract: Disclosed are various examples for providing a single sign-on experience for mobile devices that may or may not be managed. A service provider receives an access request from a first client application executed in a client device. The service provider causes the first client application, using a redirection response that redirects the access request to an identity provider, to request an authentication token from a second client application executed in the client device. The service provider receives the authentication token from the first client application. The service provider then authenticates the first client application in response to verifying the authentication token.

Abstract: Disclosed are various examples for providing a single sign-on experience for mobile applications that may or may not be managed. A first application executed in a client device sends an access request to a service provider. The first application receives a redirection response from the service provider that redirects the first application to an identity provider. The first application then receives a further redirection response from the identity provider that causes the first application to request an identity assertion from a second application executed in the client device. The first application receives the identity assertion from the second application. The first authentication then authenticates with the service provider using the identity assertion.

Abstract: A guidance device may include a base member including a hole extending therethrough. The guidance device may include a handle coupled to the base member. Additionally, a driver may be positioned within the base member and coupled to a shaft extending between the base member and the handle.

Abstract: Data extraction and automatic validation from digitized documents in non-editable formats is disclosed. Paper documents are digitized or converted into formats suitable for storage on computers or other digital devices. The digitized documents are classified into one of a plurality of document types and based on the document type, document processing rules are selected for analyzing the digitized documents to enable data extraction and automatic validation. The positions and values of the data fields in the digitized documents are obtained using machine learning techniques. The data field values are automatically validated and assigned confidence scores. Data fields with low confidence scores are flagged for manual review.

Abstract: An operating point of one or more components in a processing device may be set using a leakage current estimated based on at least one of a rate of temperature overages or a rate of power overages. In some embodiments, a power management controller may be used to set an operating point of one or more components in the processing device based on at least one of a rate of temperature overages or a rate of power overages for the component(s).

Abstract: A guidance device may include a base member, a support coupled to the base member, and a guide coupled to the support. The guide may be movable relative to the base member and may include a through hole extending therethrough.

Abstract: In some embodiments, a meta-data inspection data store may contain hierarchical components and subcomponents of an industrial asset and define points of interest. An industrial asset inspection platform may access that information and generate an inspection plan, including an association of at least one sensor type with each of the points of interest. The platform may then store information about the inspection plan in an inspection plan data store and receive inspection data (e.g., from a manual inspection, from an inspection robot, from a fixed sensor, etc.). A smart tagging algorithm may be executed to associate at least one point of interest with an appropriate portion of the received inspection data based on information in the inspection plan data store.

Abstract: Disclosed are various approaches for providing authentication of a user and a client device. A user's credentials can be authenticated by an identity provider. In addition, a device posture assessment that analyzes the device from which the authentication request originates is also performed. An authentication request can be authenticated based upon whether the device posture assessment reveals that device to be a managed device that is in compliance with compliance rules.

Abstract: In general, this disclosure describes usage monitoring techniques. In one example, a method comprises storing, by a monitoring device that performs usage monitoring for at least one packet flow that traverses an access network by which subscriber devices access a packet data network, data indicating an amount of unused granted service units for the at least one packet flow that is unused as of a policy rule deactivation time for one or more policy rules matched by the at least one packet flow. The monitoring device further reactivates the usage monitoring for the at least one packet flow at a policy rule reactivation time for the one or more policy rules matched by the at least one packet flow based on an updated amount of granted service units, wherein the updated amount of granted service units are based on the data indicating the amount of unused granted service units.

Abstract: A method and a system for pressure regulation of well fluid produced from a hydrocarbon well in a hydrocarbon production field. The system comprises a pump arranged on a well head in fluid communication with a process fluid passage from the well, the pump arranged for receiving well fluid produced from the well and to deliver the fluid to downstream piping or equipment. The pump comprises a motor/generator unit operable as a generator as the pump is driven by well fluid in power generation mode, and wherein the pump is driven in power consumption mode by operation of the motor/generator unit as a motor.