Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19067902 | Machine Learning Engine for Workflow Enhancement in Digital Workflows | March 2025 | May 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19067471 | AUTOMATED TEST CASE VALIDATION EXECUTION CORRESPONDING TO A DEFINED VALIDATION PROTOCOL | February 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19055944 | BEHAVIOR DATA DRIVEN AUTOMATION TEST CODE GENERATING SYSTEM AND METHOD | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19022083 | Integrated AI-Driven System for Automating IT and Cybersecurity Operations | January 2025 | June 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19015513 | HYBRID LANGUAGE MODEL ARCHITECTURE FOR API ORCHESTRATION INCLUDING CHAIN OF THOUGHT | January 2025 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19007241 | SYSTEMS AND METHODS FOR DETERMINING TARGET ALLOCATION PARAMETERS FOR INITIATING TARGETED COMMUNICATIONS IN COMPLEX COMPUTING NETWORKS | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19004567 | Realtime Distribution of Granular Data Streams on a Network | December 2024 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19000697 | SYSTEMS AND METHODS FOR MULTI-LANGUAGE TRAINING OF MACHINE LEARNING MODELS | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19000671 | SYSTEMS AND METHODS FOR EXECUTING AN ANALYTICAL OPERATION ACROSS A PLURALITY OF COMPUTER PROCESSES | December 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19000691 | SYSTEMS AND METHODS FOR MULTI-LANGUAGE TRAINING OF MACHINE LEARNING MODELS | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19000641 | SYSTEMS AND METHODS FOR EXECUTING AN ANALYTICAL OPERATION ACROSS A PLURALITY OF COMPUTER PROCESSES | December 2024 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 18878029 | TASK SCHEDULING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18991051 | Reachability Analysis for Binary Executables | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18991123 | Apparatus and Methods for Generating A Technical Debt Management and Data Management Machine | December 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18989920 | RUNTIME CREATION OF CONTAINER IMAGES FOR EVENT STREAM PROCESSING | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18990453 | DOCKER IMAGE REGISTRY SYNCHRONIZATION SERVICE | December 2024 | June 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18988714 | PROCESSING TASK DISTRIBUTION AND RECOVERY | December 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18988734 | Machine Learning Technique for Efficiently Scheduling Tasks for Large-Scale Analysis of Binary Executables | December 2024 | April 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18987030 | REQUEST PROCESSING METHOD AND APPARATUS, AND DEVICE AND NONVOLATILE READABLE STORAGE MEDIUM | December 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18969593 | HARDWARE APPARATUS FOR NETWORK COMMUNICATIONS | December 2024 | February 2025 | Allow | 2 | 0 | 0 | No | No |
| 18967974 | DATA DELAY DETECTION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE MEDIUM | December 2024 | June 2025 | Allow | 6 | 1 | 0 | No | No |
| 18871459 | RESOURCE ALLOCATION METHOD AND APPARATUS AND ARTIFICIAL INTELLIGENCE TRAINING SYSTEM | December 2024 | June 2025 | Allow | 6 | 1 | 0 | No | No |
| 18964747 | DYNAMIC ENDPOINT MATCHING IN ASSET MANAGEMENT SYSTEM | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 18957563 | SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18957506 | SYSTEM, METHOD, AND COMPUTER PROGRAM PRODUCT FOR EXCHANGING IMAGES | November 2024 | May 2025 | Allow | 5 | 1 | 0 | No | No |
| 18951880 | SECURITY INCIDENT & EVENT MANAGEMENT CASE CREATION SYSTEM AND METHOD | November 2024 | January 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18950323 | SYSTEM FOR ARTIFICIAL INTELLIGENCE AGENT AND METHOD OF OPERATION OF THE SYSTEM | November 2024 | April 2025 | Allow | 5 | 1 | 1 | No | No |
| 18949392 | Structured Data Containers and Their Use in Making an Electronically Transmissible Information Product | November 2024 | March 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18949736 | GENERAL PURPOSE COMMAND SYSTEM AND INTERFACE FOR A LIVE BROADCAST | November 2024 | May 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18945838 | COMPILATION AND EXECUTION OF CODE CHANGES WITHIN A RUNNING JAVA VIRTUAL MACHINE | November 2024 | March 2025 | Allow | 4 | 0 | 0 | No | No |
| 18942096 | SYSTEMS AND METHODS FOR REVIEWING CODE | November 2024 | April 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18939286 | DATA RESOURCE HEALTH MAINTENANCE METHOD AND APPARATUS, AND DEVICE | November 2024 | January 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18845712 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR COMPATIBILITY OF SDK WITH ACCESS APPLICATION | November 2024 | May 2025 | Allow | 8 | 0 | 0 | No | No |
| 18934437 | METHOD FOR EXECUTING DATA PROCESSING TASK IN CLUSTER MIXED DEPLOYMENT SCENARIO, ELECTRONIC DEVICE AND STORAGE MEDIUM | November 2024 | June 2025 | Allow | 8 | 1 | 0 | No | No |
| 18933693 | Interoperable Composite Data Units for use in Distributed Computing Execution Environments | October 2024 | March 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18861627 | DEBUGGING ASSISTANCE DEVICE, CONTROL SYSTEM, DEBUGGING ASSISTANCE METHOD, AND RECORDING MEDIUM | October 2024 | February 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 18929702 | INSTANT INSTALLATION OF APPS | October 2024 | February 2025 | Allow | 3 | 0 | 0 | No | No |
| 18925534 | SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT | October 2024 | January 2025 | Allow | 2 | 0 | 0 | No | No |
| 18925723 | MESSAGING APPLICATION INFORMATION ORGANIZER | October 2024 | February 2025 | Allow | 3 | 1 | 0 | No | No |
| 18859208 | RESOURCE ALLOCATION METHOD AND APPARATUS FOR PERIPHERAL, SERVER, AND STORAGE MEDIUM | October 2024 | February 2025 | Allow | 3 | 0 | 0 | No | No |
| 18923539 | GENERATING DEGREE OF DEVELOPMENT OF STRUCTURED PROCESSES USING AUTOMATICALLY CALIBRATED QUERIES | October 2024 | January 2025 | Allow | 3 | 0 | 0 | No | No |
| 18922050 | SYSTEM AND METHOD FOR MANAGING AI AGENTS USING CENTRAL AGENT NAME AND ATTRIBUTE REGISTRY | October 2024 | January 2025 | Allow | 3 | 0 | 0 | No | No |
| 18922360 | COMPLEX COMPUTING NETWORK FOR CONTROLLING COMPUTING OPERATIONS BASED ON A COMPUTING LOAD | October 2024 | July 2025 | Allow | 8 | 1 | 0 | No | No |
| 18918811 | ARTIFICIAL INTELLIGENCE AUTOMATIC TEST SELECTION | October 2024 | January 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18915875 | VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGN | October 2024 | March 2025 | Allow | 5 | 1 | 0 | No | No |
| 18914748 | CENTRAL DYNAMIC HELM CHART REPOSITORY FOR STANDARDIZED KUBERNETES RESOURCE MANAGEMENT | October 2024 | March 2025 | Allow | 5 | 1 | 0 | No | No |
| 18910381 | MONITORING FULLNESS OF CONTAINERS | October 2024 | May 2025 | Allow | 7 | 1 | 1 | No | No |
| 18910794 | APPARATUS AND METHOD FOR PERFORMING GROUP COMPUTING IN A SAFETY-CRITICAL OPERATING ENVIRONMENT (SCOE) | October 2024 | December 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18906863 | COMMUNICATION AND COMPUTATION INTEGRATED NETWORK ARCHITECTURE AND RESOURCE ADAPTATION METHOD | October 2024 | January 2025 | Allow | 3 | 0 | 0 | No | No |
| 18905078 | Machine Learning Technique for Efficiently Scheduling Tasks for Large-Scale Analysis of Binary Executables | October 2024 | December 2024 | Allow | 2 | 0 | 0 | No | No |
| 18903851 | NIC BASED COLLECTIVE ACCELERATION | October 2024 | March 2025 | Allow | 5 | 1 | 0 | No | No |
| 18903570 | DISTRIBUTED DATA PROCESSING AND MACHINE LEARNING WORKLOAD SCALING | October 2024 | December 2024 | Allow | 2 | 0 | 0 | No | No |
| 18901057 | ITERATIVE SYSTEM FOR MASSIVELY PARALLEL PROCESSING AND METHODS FOR USE THEREWITH | September 2024 | June 2025 | Allow | 9 | 1 | 0 | No | No |
| 18901209 | METHOD FOR THE COMPUTER-AIDED EXECUTION OF A TECHNICAL PROCESS IN PROCESSING UNITS, COMPUTING ENVIRONMENT, AND STORAGE MEDIUM | September 2024 | June 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18895119 | SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR TRAINING A CODE GENERATION MODEL FOR LOW-RESOURCE LANGUAGES | September 2024 | December 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18893600 | SYSTEM AND METHOD FOR TASK SCHEDULING IN VEHICULAR FOG COMPUTING NETWORKS | September 2024 | April 2025 | Allow | 6 | 1 | 0 | No | No |
| 18889946 | APPARATUS AND METHOD FOR INCREASING SECURITY OF A VIRTUAL MACHINE | September 2024 | February 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18884687 | TRANSFORMER-BASED PROGRAMMING CODE VALUE QUANTIFICATION SYSTEM | September 2024 | April 2025 | Allow | 7 | 1 | 0 | No | No |
| 18883746 | SYSTEM AND METHOD FOR PROVIDING A GAMING SYSTEM OVER A SOFTWARE APPLICATION EXTENSION | September 2024 | November 2024 | Allow | 2 | 0 | 0 | No | No |
| 18882687 | IMPROVING AN APPLICATION PROGRAMMING INTERFACE CALLING MECHANISM OF A PLATFORM CONFIGURED TO PROVIDE DATA OR SOFTWARE SERVICES | September 2024 | April 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18882056 | AUTOMATING SOFTWARE APPLICATION INFRASTRUCTURE DEPLOYMENT IN A CLOUD COMPUTING ENVIRONMENT | September 2024 | March 2025 | Allow | 6 | 1 | 0 | No | No |
| 18830410 | SYSTEMS AND METHODS FOR DETERMINING TARGET ALLOCATION PARAMETERS FOR INITIATING TARGETED COMMUNICATIONS IN COMPLEX COMPUTING NETWORKS | September 2024 | November 2024 | Allow | 2 | 0 | 0 | No | No |
| 18844249 | Method, System, and Computer Program Product for Dynamic Data Allocation to Nodes in Distributed Systems | September 2024 | March 2025 | Allow | 6 | 0 | 0 | Yes | No |
| 18820979 | DETERMINISTIC REPLAY OF RECORDED USER INTERACTION AND EXECUTED EVENTS | August 2024 | January 2025 | Allow | 4 | 0 | 0 | No | No |
| 18820696 | METHOD FOR PERFORMING A TECHNICAL PROCESS IN REGULAR OPERATION AND REPAIR OPERATION | August 2024 | June 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18818202 | SYSTEMS, DEVICES, AND METHODS FOR CREATING, DEPLOYING, AND INTEGRATING PLUGINS WITH LARGE LANGUAGE MODEL APPLICATIONS | August 2024 | February 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18817035 | METHOD FOR PROCESSING INFORMATION | August 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18804618 | ENTITY RELATIONSHIPS AND VERSIONING | August 2024 | March 2025 | Allow | 7 | 1 | 0 | No | No |
| 18800731 | METHOD FOR CONVERTING MODELS TO PROGRAMS | August 2024 | April 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18795102 | INCREMENTAL COMPILING METHOD AND SYSTEM BASED ON HETEROGENEOUS DEVICE | August 2024 | November 2024 | Allow | 3 | 0 | 0 | No | No |
| 18794248 | SECURITY INCIDENT & EVENT MANAGEMENT CASE CREATION SYSTEM AND METHOD | August 2024 | October 2024 | Allow | 3 | 0 | 0 | No | No |
| 18789112 | AUTOMATED MULTI-STAGE COMPUTER CODE GENERATION | July 2024 | November 2024 | Allow | 3 | 0 | 0 | No | No |
| 18785954 | SYSTEMS AND METHODS TO FACILITATE ADAPTIVE RESOURCE CAPACITY PREDICTION AND CONTROL USING CLOUD INFRASTRUCTURES | July 2024 | December 2024 | Allow | 4 | 0 | 0 | Yes | No |
| 18785993 | SYSTEMS AND METHODS TO FACILITATE ADAPTIVE RESOURCE CAPACITY PREDICTION AND CONTROL USING CLOUD INFRASTRUCTURES WITH A CAPACITY PREDICTION INTERFACE | July 2024 | December 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18784011 | Automating behaviors based on entity modeling | July 2024 | February 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18781985 | SYSTEMS AND METHODS FOR DETECTING REQUIRED RULE ENGINE UPDATED USING ARTIFICIAL INTELLIGENCE MODELS | July 2024 | December 2024 | Allow | 5 | 1 | 0 | No | No |
| 18781965 | SYSTEMS AND METHODS FOR DETECTING REQUIRED RULE ENGINE UPDATES USING ARTIFICIAL INTELLIGENCE MODELS | July 2024 | December 2024 | Allow | 4 | 1 | 0 | Yes | No |
| 18781977 | SYSTEMS AND METHODS FOR DETECTING REQUIRED RULE ENGINE UPDATED USING ARTIFICIAL INTELLIGENCE MODELS | July 2024 | December 2024 | Allow | 5 | 1 | 0 | No | No |
| 18780334 | Machine Learning-Based Universal Software Component Identification | July 2024 | October 2024 | Allow | 3 | 1 | 0 | No | No |
| 18730782 | Software-Code-Defined Digital Threads in Digital Engineering Systems with Artificial Intelligence (AI) Assistance | July 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18775670 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR CONTROLLING MICROSERVICE GOVERNANCE SERVICE | July 2024 | June 2025 | Allow | 11 | 2 | 0 | No | No |
| 18770567 | Distributed Activity Control Systems For Artificial Intelligence Task Execution Direction Including Task Adjacency And Reachability Analysis | July 2024 | March 2025 | Allow | 8 | 0 | 0 | No | No |
| 18768900 | DISTRIBUTED FUNCTIONAL MODULES INTEGRABLE IN MULTIPLE APPLICATIONS | July 2024 | September 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18764996 | UNIFIED EVENT PROCESSING AND LOG MANAGEMENT OVER MULTIPLE DOMAINS | July 2024 | May 2025 | Allow | 10 | 1 | 0 | No | No |
| 18762356 | ACCESSING STORED CODE STRINGS FOR EXECUTION TO PRODUCE RESOURCES FOR DIVERSE SITUATIONS | July 2024 | April 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18762239 | CODE EXECUTION AND DATA PROCESSING PIPELINE | July 2024 | February 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18762480 | EXTERNAL-LANGUAGE EXECUTION NODE FOR VISUAL FORECASTING | July 2024 | December 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18760057 | AUTOMATIC GENERATION OF DOCUMENTATION USING CODING PATTERNS | July 2024 | May 2025 | Allow | 10 | 1 | 0 | No | No |
| 18760152 | CLOUD RESOURCES FOR SMARTPHONE APPLICATIONS | July 2024 | May 2025 | Allow | 10 | 1 | 0 | No | No |
| 18759563 | METHODS AND SYSTEMS OF SCHEDULING COMPUTER PROCESSES OR TASKS IN A DISTRIBUTED SYSTEM | June 2024 | February 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18758418 | AUTOMATED SOFTWARE CONTAINER REHYDRATION AND DEPLOYMENT | June 2024 | August 2024 | Allow | 2 | 0 | 0 | No | No |
| 18756694 | SYSTEMS AND METHODS FOR MANAGING MULTI-COMPONENT, MULTI-DEPLOYMENT INFRASTRUCTURE-AS-CODE CONFIGURATIONS FOR CLOUD COMPUTING PLATFORMS | June 2024 | January 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18757455 | Apparatus and Methods for Generating A Technical Debt Management and Data Management Machine | June 2024 | August 2024 | Allow | 2 | 0 | 0 | No | No |
| 18755254 | SYSTEMS AND METHODS FOR VERIFIED COMMUNICATION BETWEEN MOBILE APPLICATIONS | June 2024 | February 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18755209 | SYSTEMS AND METHODS FOR VERIFIED COMMUNICATION BETWEEN MOBILE APPLICATIONS | June 2024 | January 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18724351 | CODE UPDATING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND NON-VOLATILE COMPUTER-READABLE STORAGE MEDIUM | June 2024 | January 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18723866 | PROGRAMMABLE CONTROLLER SYSTEM, DEVELOPMENT SUPPORT DEVICE, AND RECORDING MEDIUM | June 2024 | March 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18753989 | APPLICATION PROGRAMMING INTERFACE TO LOCATE INCOMPLETE GRAPH CODE | June 2024 | May 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18752865 | SYSTEM AND METHOD FOR MANAGING COMPUTERIZED NODES IN COMPUTER CLUSTER ENVIRONMENTS | June 2024 | November 2024 | Allow | 5 | 1 | 0 | No | No |
| 18752104 | COMPILER FOR MACHINE LEARNING PROGRAMS | June 2024 | December 2024 | Allow | 6 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2190.
With a 26.3% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 41.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Group 2190 is part of Technology Center 2100. This group has examined 74,206 patent applications in our dataset, with an overall allowance rate of 81.8%. Applications typically reach final disposition in approximately 32 months.
Applications in Group 2190 receive an average of 1.96 office actions before reaching final disposition. The median prosecution time is 32 months.
This group-level data aggregates statistics across multiple art units. For more targeted prosecution strategies, review the individual art unit and examiner statistics within this group.
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.