Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19354378 | PLATFORM FOR AUTOMATED INFRASTRUCTURE-AS-CODE GENERATION AND DEPLOYMENT USING MULTI-AGENT ARCHITECTURE | October 2025 | December 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19340639 | INVESTIGATION PROCEDURES FOR VIRTUAL MACHINES | September 2025 | December 2025 | Allow | 3 | 0 | 0 | No | No |
| 19320770 | CONTEXT-AWARE CODE GENERATION USING SYNTAX TREE MODIFICATION AND LEVEL-OF-DETAIL PROCESSING | September 2025 | November 2025 | Allow | 2 | 0 | 0 | No | No |
| 19306592 | REGULATIONS AND DIRECTIVES TO CODE PLATFORM | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19305454 | SYSTEMS AND METHODS FOR DETERMINING TARGET ALLOCATION PARAMETERS FOR INITIATING TARGETED COMMUNICATIONS IN COMPLEX COMPUTING NETWORKS | August 2025 | February 2026 | Allow | 5 | 0 | 0 | No | No |
| 19302038 | SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT | August 2025 | December 2025 | Allow | 4 | 0 | 0 | No | No |
| 19275796 | PROGRAMMING IMPROVEMENT USING EXPANDED DATA STRUCTURE TO IDENTIFY A SOURCE OF A CHANGE IN A METRIC INFERRED FROM A NON-MONOTONIC FUNCTION | July 2025 | October 2025 | Allow | 3 | 0 | 0 | No | No |
| 19274090 | Scheduling a request using an inference large scale model and rescheduling on a different inference large scale model in response to not meeting a condition | July 2025 | September 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19274076 | TRANSFORMING PROGRAM CONTROL FLOW DATA INTO SPACE-FILLING CURVES FOR ANOMALY DETECTION | July 2025 | November 2025 | Allow | 4 | 1 | 0 | No | No |
| 19270932 | SYSTEM AND METHOD FOR MACHINE LEARNING DEVELOPMENT | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19270389 | VISUAL DESIGN OF A RUNNING SOFTWARE APPLICATION | July 2025 | October 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19264180 | METHOD AND SYSTEM FOR ADAPTIVE QUANTUM BACKEND SELECTION | July 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19260306 | SYSTEM AND METHOD FOR OPERATION, MAINTENANCE, AND RESOURCE MANAGEMENT OF MEGA-CONSTELLATIONS BASED ON COMPUTING-NETWORK INTEGRATION | July 2025 | August 2025 | Allow | 2 | 0 | 0 | No | No |
| 19250276 | FRAMEWORK FOR HIGH PERFORMANCE BLOCKCHAINS | June 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19249499 | GENERATING NEW SOFTWARE CODE FROM LEGACY SOFTWARE CODE USING LARGE LANGUAGE MODELS | June 2025 | January 2026 | Allow | 6 | 0 | 0 | No | No |
| 19249502 | SYSTEM AND METHOD FOR IMPROVED WEB PLATFORM | June 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19234327 | System For Identifying Same Or Similar Instances Of Source Code | June 2025 | January 2026 | Allow | 8 | 1 | 0 | Yes | No |
| 19234215 | Managed Design and Generation of Artificial Intelligence Agents | June 2025 | August 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19227007 | ARTIFICIAL INTELLIGENCE-BASED SOFTWARE IMAGE RECIPE CREATION AND USES THEREOF | June 2025 | August 2025 | Allow | 2 | 0 | 0 | No | No |
| 19222922 | MODEL ENSEMBLE FOR MATCHING NEAREST SCRIPT TO A NEW SCRIPT PAGE | May 2025 | August 2025 | Allow | 3 | 0 | 1 | No | No |
| 19222564 | SYSTEM AND METHOD FOR EXPOSED SOFTWARE SERVICE DETECTION | May 2025 | August 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19219859 | AI AGENT-DRIVEN INTERACTION MODEL FOR APPLICATIONS | May 2025 | September 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19217630 | SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR DETECTING AND EXPLAINING ANOMALOUS BEHAVIOR IN A DEPLOYED AI APPLICATION | May 2025 | November 2025 | Allow | 6 | 0 | 0 | No | No |
| 19217943 | AUTOMATIC GENERATION AND EXECUTION OF COMPUTER-EXECUTABLE COMMANDS USING ARTIFICIAL INTELLIGENCE MODELS | May 2025 | July 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19215045 | GENERATING, MANAGING, AND ORGANIZING PERSISTED DATA ELEMENTS BASED ON ONE OR MORE STATES OF AN AGENT | May 2025 | October 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19215313 | DOCUMENT OBJECT MODEL NAVIGATOR AGENTIC SYSTEM | May 2025 | January 2026 | Allow | 8 | 1 | 0 | Yes | No |
| 19214907 | SYSTEMS AND METHODS FOR DETERMINING TARGET ALLOCATION PARAMETERS FOR INITIATING TARGETED COMMUNICATIONS IN COMPLEX COMPUTING NETWORKS | May 2025 | June 2025 | Allow | 1 | 0 | 0 | No | No |
| 19214099 | REUSING THREAD IDENTIFICATION VALUES WHEN EXECUTING CONCURRENT THREADS | May 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19212942 | SYSTEM AND METHOD FOR MONITORING AND MANAGING COMPUTERIZED RESOURCES IN A COMPUTER CLUSTER ENVIRONMENT | May 2025 | October 2025 | Allow | 5 | 1 | 0 | No | No |
| 19212424 | PROCESSING DEVICE AND METHOD FOR MANAGING TASKS THEREOF | May 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19211641 | INTEGRATED MULTI-PLATFORM TEST VALIDATOR | May 2025 | October 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19210278 | ACYCLIC ARCHITECTURE FOR AI PROCESSORS | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19209694 | METHOD AND SYSTEM FOR HUMAN-COMPUTER INTERACTION PERFORMANCE EVALUATION BASED ON VIRTUAL REALITY | May 2025 | February 2026 | Abandon | 9 | 2 | 0 | No | No |
| 19207677 | SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR ACCELERATING A CONSTRUCTION OF A DATA INTEGRATION FOR A NON-INTEGRATED TECHNOLOGY DATA SOURCE | May 2025 | December 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19206035 | METHODS, SYSTEMS, AND STORAGE MEDIA FOR COMPUTATION SCHEDULING BASED ON IIOT DATA CENTERS | May 2025 | August 2025 | Allow | 3 | 0 | 0 | No | No |
| 19204472 | CENTRALIZED PARAMETER MANAGEMENT FOR AUTOMATIC EXECUTION OF PARAMETERIZED INSTRUCTIONS | May 2025 | September 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19202283 | SYSTEM AND METHOD FOR COMBINING LANGUAGE MODELS WITH NATURAL LANGUAGE PROCESSING FOR SUMMARIZATION | May 2025 | December 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19201782 | AI-POWERED ITERATIVE HUMAN-IN-THE-LOOP FEEDBACK SYSTEM | May 2025 | July 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19199308 | SYSTEMS AND METHODS FOR INTEGRATING SCRIPT DEVELOPMENT AND SCRIPT VALIDATION PLATFORMS BASED ON DETECTED DEPENDENCY BRANCHES IN SCRIPT CODE | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19199163 | SYSTEM AND METHOD FOR AUTOMATED TECHNOLOGY MIGRATION | May 2025 | October 2025 | Allow | 5 | 1 | 0 | No | No |
| 19199299 | SYSTEMS AND METHODS PROVIDING CENTRALIZED COMMUNICATION ACROSS FEATURE PROGRAMMING WORKFLOWS | May 2025 | October 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19198817 | INTEGRATED AI-DRIVEN AND COMPLIANCE-AWARE MULTI-STATE ENCODING FRAMEWORK | May 2025 | October 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19195490 | ENHANCE CODEGEN EFFICIENCY BY ELIMINATING REDUNDANT CONTEXTS IN LOSSLESS MANIFOLD OPTIMIZATION | April 2025 | June 2025 | Allow | 2 | 0 | 0 | No | No |
| 19193912 | UPDATING SUPPORT DOCUMENTATION FOR DEVELOPER PLATFORMS WITH TOPIC CLUSTERING OF FEEDBACK | April 2025 | October 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19191343 | STANDARDIZING ENTERPRISE SOFTWARE CODE THROUGH LLMS | April 2025 | September 2025 | Allow | 4 | 0 | 0 | No | No |
| 19191013 | SOFTWARE IMAGE UPDATE MANAGEMENT PLATFORM | April 2025 | August 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19184603 | CONTEXT ENGINE AND INTERPRETER EXECUTING COMPUTER CODE FOR MULTI-TURN INTERACTIONS | April 2025 | November 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19181384 | INTELLIGENT TESTING METHOD FOR AUTONOMOUS DRIVING BASED ON INTERACTION OF MULTIPLE BACKGROUND TRAFFIC PARTICIPANTS | April 2025 | November 2025 | Allow | 7 | 1 | 0 | No | No |
| 19179061 | METHODS FOR IMPLEMENTING ARTIFICIAL INTELLIGENCE CAPABILITIES IN SOFTWARE APPLICATIONS | April 2025 | September 2025 | Allow | 5 | 1 | 0 | No | No |
| 19179572 | SEQUENTIAL WORKFLOW ORCHESTRATION MODEL SYSTEM AND METHOD | April 2025 | October 2025 | Allow | 7 | 1 | 0 | No | No |
| 19175972 | AI-BASED SYSTEM AND METHOD FOR AUTOMATED API DISCOVERY AND ACTION WORKFLOW GENERATION | April 2025 | August 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19171788 | CUSTOMIZED SOCKET APPLICATION PROGRAMMING INTERFACE FUNCTIONS | April 2025 | November 2025 | Allow | 8 | 1 | 0 | No | No |
| 19171172 | SOFTWARE SYSTEMS AND METHODS FOR ADVANCED OUTPUT-AFFECTING LINEAR PATHWAYS | April 2025 | May 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19170093 | INSTANT INSTALLATION OF APPS | April 2025 | November 2025 | Allow | 7 | 1 | 0 | No | No |
| 19169671 | TECHNIQUES FOR CODE FINGERPRINTING | April 2025 | June 2025 | Allow | 2 | 0 | 0 | No | No |
| 19170013 | Apparatus and Methods for Generating A Technical Debt Management and Data Management Machine | April 2025 | August 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19097220 | ARTIFICIAL INTELLIGENCE (AI) AGENTS ORCHESTRATION | April 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19096698 | METHODS FOR DYNAMICALLY GENERATING GENERATIVE OPERATING SYSTEMS BASED ON HARDWARE AND SOFTWARE ENVIRONMENT FEATURE | March 2025 | October 2025 | Allow | 7 | 1 | 0 | No | No |
| 19094569 | APPLICATION MODERNIZATION PLATFORM THAT AUTOMATICALLY INTEGRATES, AUGMENTS, AND UPDATES COMPUTER SYSTEMS WITH NO-CODE AND FULL-CODE OPERATIONS | March 2025 | July 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19094587 | INTERACTION MANAGEMENT FOR SUPERVISED, ASSISTED, OR AUTONOMOUS MODERNIZATION AGENTS OF AN APPLICATION MODERNIZATION PLATFORM | March 2025 | July 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19094601 | SELECTING A CUSTOM FUNCTION FROM AVAILABLE CUSTOM FUNCTIONS TO BE ADDED INTO A PLAYBOOK | March 2025 | December 2025 | Allow | 8 | 2 | 0 | No | No |
| 19115811 | FIRMWARE UPGRADING METHOD AND APPARATUS, BMC, SERVER AND MEDIUM | March 2025 | March 2026 | Allow | 11 | 0 | 0 | Yes | No |
| 19090291 | AI-BASED APPLICATION BUILD AND DEPLOYMENT SUPPORT SYSTEM AND METHOD | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19088740 | DATA ANALYTICS FOR DIGITAL CATALOGS | March 2025 | June 2025 | Allow | 2 | 1 | 0 | No | No |
| 19081709 | AUTOMATED MULTI-STAGE COMPUTER CODE GENERATION | March 2025 | October 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19080750 | AUTOMATICALLY VARYING SYSTEM CLOCKS TO SIMULATE TEST ENVIRONMENTS FOR APPLICATION TRIGGERS GENERATED USING MACHINE LEARNING | March 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19079153 | SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT | March 2025 | September 2025 | Allow | 6 | 1 | 0 | No | No |
| 19077531 | REMOTE FLASHING DURING INFUSION | March 2025 | January 2026 | Allow | 11 | 1 | 0 | Yes | No |
| 19071631 | METHODS FOR CREATING TEST SCRIPTS AND/OR UPDATING A MODEL OF AN APPLICATION | March 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19068551 | METHOD OF HANDLING A FAILURE IN A TASK PIPELINE BETWEEN A SOURCE OF ALERTS AND A SECURITY INCIDENT & EVENT MANAGEMENT (SIEM) SYSTEM | March 2025 | May 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 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 |
| 19064870 | SYSTEMS AND METHODS FOR GENERATING AND EXECUTING FUNCTION CALLS USING MACHINE LEARNING | February 2025 | January 2026 | Allow | 10 | 2 | 0 | Yes | No |
| 19064640 | SYSTEM AND METHOD OF REPOSITORY-LEVEL SEMANTIC GRAPH FOR CODE COMPLETION | February 2025 | July 2025 | Allow | 4 | 1 | 0 | No | No |
| 19064670 | INTERPRETING COMPUTER CODE WITH A MULTIMODAL MACHINE LEARNING MODEL | February 2025 | August 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19057008 | AUTOMATIC GENERATION OF COMPLIANT USER INTERFACE CODE | February 2025 | August 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19055944 | BEHAVIOR DATA DRIVEN AUTOMATION TEST CODE GENERATING SYSTEM AND METHOD | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19056633 | SYSTEMS AND METHODS FOR COMPUTING PROCESS MANAGEMENT AND COMPUTING RESOURCE ALLOCATION USING SERVERLESS CLOUD COMPUTATIONAL COMPUTING MODELS | February 2025 | September 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19052264 | ROBUST METHODS FOR AUTOMATIC DISCRIMINATION OF ANOMALOUS SIGNAL PROPAGATION FOR RUNTIME SERVICES | February 2025 | August 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19049790 | LIGHTWEIGHT CODE INTEGRITY SOLUTION WITH BYTE-PATTERN ENTANGLEMENT IN PROGRAM CODE | February 2025 | August 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19049533 | CODE GENERATION METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | February 2025 | February 2026 | Allow | 13 | 3 | 0 | No | No |
| 19049359 | SYSTEM AND METHOD FOR IMPROVED DATA MIGRATION BETWEEN AN RDBMS SOURCE AND RDBMS TARGET | February 2025 | August 2025 | Allow | 6 | 1 | 0 | No | No |
| 19049229 | METHODS AND SYSTEMS FOR DYNAMICALLY OPTIMIZING AND MODIFYING ALLOCATION OF VIRTUAL RESOURCES TO PROCESSES | February 2025 | May 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19048513 | DYNAMICALLY COMPOSABLE DATA-IN-PLACE SYSTEM | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19045999 | DYNAMIC MULTI-STAGE QUALIFICATION ANALYSIS FOR MULTIPLE PROGRAMS | February 2025 | January 2026 | Allow | 12 | 2 | 0 | Yes | No |
| 19044565 | TRANSPILER TO EXTRACT AND USE INTERMEDIATE REPRESENTATIONS OF A CODE BASE | February 2025 | July 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19042367 | CYPHERGENICS-ENABLED DIGITAL ECOSYSTEMS AND CYPHERGENICS-ENABLED DIGITAL SIGNATURES | January 2025 | August 2025 | Allow | 6 | 1 | 0 | No | No |
| 19041564 | DETECTION OF PHANTOM DEPENDENCIES WITHIN A CONSTRUCTED SOFTWARE APPLICATION | January 2025 | March 2026 | Allow | 13 | 2 | 1 | Yes | No |
| 19033142 | SECURED TRANSFER MEDIUM MANAGEMENT AND GRADUATION | January 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19032177 | METHOD OF OPTIMIZING DEPENDENT TASK OFFLOADING IN INTERNET OF VEHICLES USING DEEP REINFORCEMENT LEARNING | January 2025 | July 2025 | Allow | 6 | 1 | 0 | No | No |
| 19029511 | AUTOMATED RIGHTSIZING OF CONTAINERIZED APPLICATION WITH OPTIMIZED HORIZONTAL SCALING | January 2025 | November 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 19024870 | COMPUTER LANGUAGE AND CODE FOR APPLICATION DEVELOPMENT AND ELECTRONIC AND OPTICAL COMMUNICATION | January 2025 | February 2026 | Allow | 13 | 1 | 0 | No | No |
| 19025662 | AUTOMATED BACKEND BACKGROUND TESTING OF WEBPAGES | January 2025 | April 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19022083 | Integrated AI-Driven System for Automating IT and Cybersecurity Operations | January 2025 | June 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19017861 | METHOD AND SYSTEM FOR PROCESSING OFFLOADING TASKS OF UNMANNED AERIAL VEHICLE BASED ON EDGE COMPUTING SCENARIO | January 2025 | August 2025 | Allow | 7 | 1 | 0 | No | No |
| 19017290 | Systems and Methods for Updating Textual Notation File in Post-Cloud Engineering Data Management Infrastructure | January 2025 | February 2026 | Abandon | 13 | 2 | 0 | No | No |
| 19017310 | Systems and Methods for Review and Merger of Textual Notation Files of Complex Hardware Systems Model in Post-Cloud Engineering Data Management Infrastructure | January 2025 | November 2025 | Allow | 11 | 2 | 0 | No | No |
| 19015513 | HYBRID LANGUAGE MODEL ARCHITECTURE FOR API ORCHESTRATION INCLUDING CHAIN OF THOUGHT | January 2025 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19012062 | NOVEL METHOD OF MEASURING CONFIDENTIAL COMPUTING APPLICATION LAYER AND SYSTEM THEREOF | January 2025 | July 2025 | Allow | 6 | 1 | 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 |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2190.
With a 25.7% 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, 40.8% 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 73,082 patent applications in our dataset, with an overall allowance rate of 80.5%. Applications typically reach final disposition in approximately 35 months.
Applications in Group 2190 receive an average of 2.05 office actions before reaching final disposition. The median prosecution time is 35 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.