# US 12,764,019 B2 · Integrated data platform for connecting workstreams > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 12,764,019 B2 - Document ID: US12764019B2 - Status: Granted - Kind: B2 - Application number: 18/830,470 - Filed: 2024-09-10 - Published: 2026-03-12 - Granted: 2026-10-13 - Earliest claimed: 2024-09-10 - Assignees: SubscriberCo L.L.C. - Applicants: Boost SubscriberCo L.L.C. - Inventors: Mian Rizwan Ishaq - Web page: https://patentgrep.com/patent/US12764019B2 ## CPC - H04L 41/082: the condition being updates or upgrades of network functionality - H04L 41/0631: using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis - H04L 41/22: comprising specially adapted graphical user interfaces [GUI] - H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M) ## Abstract A method includes collecting data from a plurality of workstreams relating to maintaining, operating, or building a cellular network; storing the collected data in a centralized repository; and correlating the collected data from at least two workstreams of the plurality of workstreams. The plurality of workstreams include selection and/or installation of wireless sites, monitoring performance of the cellular network, monitoring user sessions on the cellular network, implementing software updates on the cellular network, and/or monitoring productivity of one or more employees of a provider of the cellular network. Correlating the collected data from the at least two workstreams of the plurality of workstreams includes correlating the collected data based on a common data field included in the collected data from each of the at least two workstreams. The method also includes presenting a user interface including a visualization of at least a portion of the correlated data. ## Claims ### Claim 1 A method comprising: collecting data from a plurality of workstreams relating to maintaining, operating, or building a cellular network; storing the collected data in a centralized repository; correlating the collected data from at least two workstreams of the plurality of workstreams, wherein the plurality of workstreams comprise selection and/or installation of wireless sites, monitoring performance of the cellular network, monitoring user sessions on the cellular network, implementing software updates on the cellular network, and/or monitoring productivity of one or more employees of a provider of the cellular network, wherein the at least two workstreams comprise the implementing software updates workstream and the monitoring performance of the cellular network workstream, wherein correlating the collected data from the at least two workstreams of the plurality of workstreams comprises correlating the collected data based on a common data field included in the collected data from each of the at least two workstreams, wherein the common data field comprises a wireless site identifier, and wherein the correlated data is aggregated within a cloud-native 5G centralized repository and comprises information about a plurality of software versions and signal quality metrics comprising at least one of Signal to Interface and Noise Ratio (SINR) or throughput metrics; automatically comparing the signal quality metrics of one software version of the plurality of software versions with another software version of the plurality of software versions to identify a software performance deviation relative to a predefined threshold; and presenting, on a display of a user device, a user interface comprising a visualization of the comparison, and automatically presenting an alert identifying a specific wireless site associated with the software performance deviation. ### Claim 2 (depends on 1) The method of claim 1, wherein the centralized repository comprises a data lake. ### Claim 3 (depends on 1) The method of claim 1, wherein presenting the user interface comprises: receiving a user selection of one or more data fields, and determining, based on the user selection, a type of the visualization for presenting on the display. ### Claim 4 (depends on 1) The method of claim 1, wherein the correlated data comprises user session data and network health data, and wherein the method further comprises determining, based on the visualization, a reason that a particular call was dropped. ### Claim 5 (depends on 1) The method of claim 1, wherein the correlated data comprises information about a productivity of staff members, wherein the visualization shows utilization rates of the staff members, and wherein the method further comprises automatically presenting, on the display of the user device, an alert that the utilization rates of the staff members have fallen below a pre-defined threshold level. ### Claim 6 (depends on 1) The method of claim 1, wherein the correlated data comprises information about a rollout of a software upgrade on the cellular network, wherein the visualization shows an indicator of progress of the rollout of the software upgrade on the cellular network, and wherein the method further comprises automatically presenting, on the display of the user device, an alert that the rollout of the software upgrade on the cellular network is behind a planned timeline for the rollout of the software upgrade on the cellular network. ### Claim 7 (depends on 1) The method of claim 1, wherein the correlated data comprises information about a development status of a wireless site being developed for integration into the cellular network, wherein the visualization shows an indicator of the development status, and wherein the method further comprises: automatically determining that the development status of the wireless site has progressed to a certain stage, and in response to determining that the development status of the wireless site has progressed to the certain stage, presenting on the display of the user device a recommendation to transmit a communication to an identified party to initiate a subsequent stage of wireless site development. ### Claim 8 (depends on 1) The method of claim 1, wherein the correlated data comprises information about one or more versions of software being implemented across the cellular network, wherein the visualization shows an indicator of the one or more versions of software being implemented across the cellular network, and wherein the method further comprises automatically presenting, on the display of the user device, an alert that a predominant software version of the one or more versions of software being implemented across the cellular network is implemented in a percentage of wireless sites of the cellular network that is below a pre-defined threshold. ### Claim 9 (depends on 1) The method of claim 1, wherein the correlated data comprises information about one or more wireless sites of the cellular network, and wherein the visualization shows an indicator of performance characteristics and/or failure reasons of the one or more wireless sites of the cellular network. ### Claim 10 (depends on 9) The method of claim 9, wherein the one or more wireless sites of the cellular network are dark sites of the cellular network. ### Claim 11 (depends on 9) The method of claim 9, further comprising automatically presenting, on the display of the user device, an alert that a number or proportion of the one or more wireless sites that are down has exceeded a pre-defined threshold level. ### Claim 12 (depends on 1) The method of claim 1, wherein the correlated data comprises information about one or more wireless sites of the cellular network and one or more computer clusters, and wherein the visualization shows an indication of which of the one or more computer clusters are utilized by each of the one or more wireless sites of the cellular network. ### Claim 13 (depends on 1) The method of claim 1, wherein the correlated data comprises information about one or more wireless sites of the cellular network and a progress of a traffic shaping upgrade for the one or more wireless sites, and wherein the visualization shows an indicator of the progress of the traffic shaping upgrade for one or more geographic areas. ### Claim 14 (depends on 1) The method of claim 1, wherein the correlated data comprises information about performance characteristics and locations of one or more wireless sites of the cellular network, wherein the visualization shows an indicator of progress for a performance-related optimization process for the one or more wireless sites, and wherein the method further comprises automatically presenting, on the display of the user device, an indication that a percentage of the one or more wireless sites of the cellular network that have been optimized exceeds a pre-defined threshold. ### Claim 15 (depends on 1) The method of claim 1, wherein the correlated data comprises information about server models utilized at one or more wireless sites of the cellular network, wherein the visualization shows an indicator of progress for a server swapping process for the one or more wireless sites, and wherein the method further comprises automatically presenting, on the display of the user device, an indication that a percentage of the one or more wireless sites where a server swap has been completed exceeds a pre-defined threshold. ### Claim 16 (depends on 1) The method of claim 1, wherein the correlated data comprises information about one or more defects associated with vendor-provided software and/or hardware that is deployed on the cellular network, and wherein the visualization shows an indication of a status of the one or more defects associated with the vendor-provided software and/or hardware that is deployed on the cellular network. ### Claim 17 A computing system comprising: a centralized repository that stores data from a plurality of workstreams relating to maintaining, operating, or building a cellular network, wherein the plurality of workstreams comprise selection and/or installation of wireless sites, monitoring performance of the cellular network, monitoring user sessions on the cellular network, implementing software updates on the cellular network, and/or monitoring productivity of one or more employees of a provider of the cellular network; a user device comprising a display; a memory configured to store instructions; and one or more processors configured to execute the instructions to perform operations comprising: correlating the collected data from at least two workstreams of the plurality of workstreams, wherein the at least two workstreams comprise the implementing software updates workstream and the monitoring performance of the cellular network workstream, wherein correlating the collected data from the at least two workstreams of the plurality of workstreams comprises correlating the collected data based on a common data field included in the collected data from each of the at least two workstreams, wherein the common data field comprises a wireless site identifier, and wherein the correlated data is aggregated within a cloud-native 5G centralized repository and comprises information about a plurality of software versions and signal quality metrics comprising at least one of Signal to Interface and Noise Ratio (SINR) or throughput metrics; automatically comparing the signal quality metrics of one software version of the plurality of software versions with another software version of the plurality of software versions to identify a software performance deviation relative to a predefined threshold; and presenting, on the display of the user device, a user interface comprising a visualization of the comparison, and automatically presenting an alert identifying a specific wireless site associated with the software performance deviation. ### Claim 18 (depends on 17) The computing system of claim 17, wherein the centralized repository comprises a data lake and wherein the common data field comprises a wireless site identifier. ### Claim 19 (depends on 17) The computing system of claim 17, wherein the correlated data comprises information about one or more versions of software being implemented across the cellular network, wherein the visualization shows an indicator of the one or more versions of software being implemented across the cellular network, and wherein the operations further comprise automatically presenting, on the display of the user device, an alert that a predominant software version of the one or more versions of software being implemented across the cellular network is implemented in a percentage of wireless sites of the cellular network that is below a pre-defined threshold. ### Claim 20 (depends on 17) The computing system of claim 17, wherein the correlated data comprises information about one or more wireless sites of the cellular network, and wherein the visualization shows an indicator of performance characteristics and/or failure reasons of the one or more wireless sites of the cellular network.