Abstract: Examples techniques to manage workflow executed by product recall management system PRMS are described. Correlation information associated with a first step of the workflow for recall of a product is retrieved. The first step comprises first action item to be executed by a first user and correlation information identifies second action item, associated with a second step of workflow, initiation of execution of which depends upon completion of execution of first action item. A visual indicator depicting logical association of pendency of second action item with pendency of first action item is presented to first user based on correlation information. Status of first and second step is determined based on execution of respective action items. If status of first step is pending, a schedule for completion of execution of first action item is generated based on scheduled date of completion of recall and depicted to first user through visual indicator.

Abstract: Approaches for conducting investigations in an organization are described. The approach includes obtaining domain expert (DE) data, including first set of domain specific questions indicative of investigative steps for conducting an investigation, corresponding to each of a plurality of domains. For each domain, the DE data and second set of domain specific questions are parsed to generate an investigation workflow to be followed for conducting the investigation. Second set of domain specific questions are contextually similar variations of the first set of domain specific questions. Investigation workflows associated with the plurality of domains are compiled to generate the instruction guide. An investigation model is trained to handle investigation requests by analyzing user complaints and the instruction guide.

Abstract: The present disclosure discloses a system implemented with an integrated web service platform for automatically identifying role and access profile of a user. The system utilizes the textual input to identify the role and access profile of the user across the web services that are integrated within the integrated web service platform. The textual input defines the desired role and access profile of one or more users. The system processes and analyses the textual input to identify the roles and access profiles that are required to be updated in configured roles and access profiles of the users in accordance with the textual inputs. According to an embodiment, the system uses natural language processing (NLP) techniques to identify the related keywords, from the textual inputs. The related keywords are then mapped with labels associated with the configured roles and access profiles of the users to select relevant labels for updating the role and access profile.

Abstract: The present disclosure discloses a system that iteratively computes the optimal size for the context window such that the optimal size of the input data fits within the threshold size of the context window. In an embodiment, the system invokes the LLM to perform a specific task using output that is generated after the iterative computation as a dataset and the optimal size for the context window. The disclosed methodology addresses the issue of limited window size in LLMs by reducing the redundancies in the input data by iterative computation. Further, the disclosed methodology eliminates the need to call the LLM often to generate a response or prediction.

Abstract: Approaches for efficient data access authentication during user sessions established with a first client application controlled by a server are described. The approach involves generating, by the server, a unique, obfuscated claim set for each user session requested to be established by a user with the client application. The obfuscated claim set is derived based on a set of attributes, including user-specific attributes, session-specific attributes, and historical attributes. The obfuscated claim set derived by the server is to be provided to the first client application for being used for data access authentication during the user session. For every application programming interface (API) call received from the first client application to access protected data during the user session, access to the protected data is controlled by the server based on a comparison of a claim set received within the API call with the obfuscated claim set.

Abstract: The present disclosure provides a method and system for prioritizing translation requests in a translation service system. The method comprises receiving the one or more translation requests from the one or more users. The method further comprises extracting one or more attributes associated with the one or more translation requests, wherein the one or more attributes include at least one of: contextual information, frequency, size and language configuration of the one or more translation requests. The method further comprises assigning a weight to each attribute of the one or more translation requests. The method further comprises calculating a weighted score for the one or more translation requests based on the assigned weight to each attribute of the one or more attributes and ranking the one or more translation requests based on the weighted score. The method further comprises transmitting the one or more translation requests based on the rank to a data translation engine for translation.

Abstract: Approaches for automated assessment and optimization of recall risk associated with product batches are described. According to one example, a batch production plan (BPP) corresponding to a product batch is obtained and analyzed to compute a global recall risk value associated with manufacturing the product batch utilizing the BPP. The BPP may describe multiple production stages and indicate control variables governing performance parameters of the production stages. Parameter-specific recall risk values for the performance parameters of all the production stages are calculated and aggregated to compute the global recall risk value. If the global recall risk value is greater than a desired threshold risk value, candidate control variables within the BPP are modified to improvise candidate performance parameters for optimizing the BPP and generating an optimized batch production plan (OBPP). The OBPP has an optimized global recall risk value equal to or lower than the desired threshold risk value.

Abstract: Approaches for workflow management process are described. According to one example, a plurality of workflow phases is configured for the workflow management process. For each of the plurality of workflow phases, at least one prespecified workflow object and a workflow object identifier for the at least one prespecified workflow object are obtained. The at least one prespecified workflow object is to implement a respective workflow phase from among the plurality of workflow phases. Further, the at least one prespecified workflow object is stored for implementation in the workflow management process when a proximity of the at least one prespecified workflow object with each workflow phase of the plurality of workflow phases is within a prespecified threshold or a similarity coefficient between semantics of the workflow object identifier and semantics of each workflow phase are between the semantics.

Abstract: A method of updating user permissions includes accessing a permissions database including individual user permissions associated with individual user profiles and assigning initial individual user permissions to an individual user profile; assigning the initial individual user profile to an initial profile tranche based on the initial individual user permissions; updating one or more of the individual user permissions based on information associated with the individual user profile; updating the profile tranche based on the updated individual user permissions.

Abstract: Examples techniques to manage compilation of documents are described. A complaint document comprising a complaint in respect of a product is received. The complaint document is parsed to identify a type of the complaint. One or more legal documents databases is accessed to obtain outcome data pertaining to outcomes of complaints similar to the type of the complaint received in respect of the product. The outcome data is indicative of one or more documents referenced as evidence documents by a third-party in respect of the similar complaints. From a product lifecycle database, documents containing data generated at each of the stages of lifecycle of the product is retrieved. From amongst the retrieved documents, a set of documents to be furnished as evidence documents before the third-party to address the complaint is identified.

Abstract: Provided is a system for facilitating recovery of deleted computing resources in a cloud network environment. A centralized resource recovery service may communicate with a plurality of resource management services that are each configured to create, modify, or delete their respective computing resources such as storage volumes, databases, and compute instances. The resource recovery service may allow creation of immutable resource retention rules that are, under certain conditions, unable to be deleted or modified, even by an administrative user who created such retention rules. Such immutable retention rules may be used to thwart malicious attempts to permanently delete resources by deleting the retention rules that govern such resources. Since such attempts to delete such immutable retention rules would fail, the retention rules would continue to apply and allow deleted resources to be placed in a recoverable state according to the retention rules.

Abstract: Techniques for recommending a workflow for generation of a collated information record are disclosed. Data descriptors are retrieved by parsing a record generation query. An interlinked operations set is determined, comprising operations to be performed for generating the collated information record. A facilitator tool set is identified to perform the operations and generate operation-facilitator tool combinations. A designated competent entity is then determined for each combination, being capable of executing an operation using a facilitator tool. A workflow signal is generated to render a recommended workflow for each designated competent entity, comprising the operation, the facilitator tool, and information to be collated. The recommended workflow is executable for generating the collated information record.

Abstract: Approaches for creating and executing queries on data content are described. According to one example, selection of at least two data fields may be received from a user, for creating a query. The at least two data fields may correspond to a portion of the data and may indicate different attributes or parameters for creating the query. In response to the selection, the query may be validated in real-time for notifying any error in the query.

Abstract: Disclosed systems and methods provide location-aware multi-factor authentication for VM users in combination with the prohibited users lists and disconnecting VMs based on user behavior or activity. Implementations may employ a hypervisor enabled by a lightweight, secure operating system (LSOS) as a foundational, enabling, and OS-agnostic technology for multiple uses cases. An LSOS authenticator module may generate IP location based authentication number for user authentication. An OEM Secure VM manager in Domain0 (Dom0) of a Xen cloud computing model may monitor user activity while Secure OEM Hypercall communication is employed for all communication from VM to LSOS. Embodiments may employ a LSOS VM prohibited users module and hypervisor action module to remove users and destroy VMs based on data received from Dom0, VM Manager and the user module in the VM.

Abstract: The present disclosure provides a system for providing virtual assistant for generating customized query for retrieving data from a database. The system comprises a processor and a memory storing program instructions, which, when executed by the processor, causes the processor to provide one or more index of categories of the data, for efficient retrieval of the data from the database based on a customer's query. The processor is also configured to provide one or more few-shot prompts for use by the customer for generating an output in a predetermined format corresponding to the customer's query. The processor is configured to receive a query from the one or more customer, wherein said query is a text and is based on at least one of index of categories and the few-shot prompt. The processor, based on indexes and few-shot prompt processes the query using natural language processing to extract one or more textual content from the query and sends the query to the database for retrieval of the data.

Abstract: Systems, apparatuses, methods, and computer program products are provided. For example, a computer-implemented method provided herein may include receiving a system architecture. In some embodiments, the system architecture is representative of a plurality of services and a plurality of services metadata datasets. In some embodiments, the computer-implemented method may include parsing the system architecture to generate a plurality of services resource consumption representation requests. In some embodiments, the computer-implemented method may include processing the plurality of services resource consumption representation requests using a plurality of services resource consumption utilization tools. In some embodiments, the computer-implemented method may include receiving a plurality of services resource consumption responses from the plurality of services resource consumption utilization tools.

Abstract: Systems, apparatuses, methods, and computer program products are provided. For example, a computer-implemented method may include receiving one or more datasets from a user. In some embodiments, computer-implemented method may include storing at least a portion of the one or more datasets in a first shard during a first time period. In some embodiments, the first shard comprises shard data. In some embodiments, the shard data is associated with a data size. In some embodiments, computer-implemented method may include determining that the data size of the shard data in the first shard is greater than a first data size threshold. In some embodiments, computer-implemented method may include in response to the determination that the data size of the shard data in the first shard is greater than the first data size threshold, transferring at least a portion of the shard data in the first shard to a second shard.

Abstract: A method of transmitting intermediary content to a user device may include receiving a periodic signal from the user device. The periodic signal may indicate an activity status of the user device. In response to receiving the periodic signal, the method may further include updating a user map with the activity status of the user device. The method may further include receiving a request to transmit intermediary content to the user device. In response to receiving the request to transmit intermediary content, the method may further include determining that the activity status of the user device in the user map is an active status. The method may further include transmitting a set of cached intermediary content to the user device.

Abstract: The disclosure relates to a system and method for unsupervised validation of Large Language Model (LLM)-generated outputs. The method includes the steps of receiving input data, which may comprise structured or unstructured text; generating an LLM output based on the input data; extracting a first set of topics from the input data, with each topic represented by a set of keywords; converting the first set of topics into human-readable reference data; extracting a second set of topics from the LLM output; and converting the second set of topics into human-readable candidate data. The method further includes comparing the reference data with the candidate data using one or more performance metrics. Finally, the method determines a validation score based on the comparison results. The disclosed method allows for the objective validation of LLM-generated content, enhancing accuracy and efficiency in diverse applications such as customer service, technical documentation, and legal analysis.

Abstract: The present disclosure provides a system and method for generating text summary and data visualizations for executive summaries of annual product quality reports based on an input query from a user.