Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19073692 | PROJECTING DATA TRENDS USING CUSTOMIZED MODELING | March 2025 | April 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19054800 | Computer-Implemented Methods and Systems for Generative Text Painting | February 2025 | June 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19028392 | BODY APPENDAGE POSITION PREDICTION USING ELECTROCARDIOGRAM DATA | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19021755 | METHOD FOR PROCESSING COMPLEX DATA | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 18979585 | METHODS AND DEVICES FOR CONSTUCTING MULTI-DIMENSIONAL COUPLED VIBRATION IDENTIFICATION MODEL FOR ROLL SYSTEM OF STRIP MILL | December 2024 | February 2025 | Allow | 2 | 0 | 0 | No | No |
| 18969330 | CSI COMPRESSION AND FEEDBACK METHOD BASED ON DEEP LEARNING | December 2024 | June 2025 | Allow | 6 | 1 | 0 | No | No |
| 18957784 | SYSTEM AND METHOD FOR GENERATING A VISUAL REPRESENTATION OF AN EXECUTION SEQUENCE WITHIN A GRAPHICAL USER INTERFACE | November 2024 | January 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18892769 | PROJECTING DATA TRENDS USING CUSTOMIZED MODELING | September 2024 | December 2024 | Allow | 3 | 0 | 0 | No | No |
| 18845007 | COMPLEX NETWORK COGNITION-BASED FEDERATED REINFORCEMENT LEARNING END-TO-END AUTONOMOUS DRIVING CONTROL SYSTEM, METHOD, AND VEHICULAR DEVICE | September 2024 | June 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18822974 | AUTOMATIC SNAPSHOT SELECTION AND ZONE CREATION | September 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18815510 | Alternating Positioning of Primary Text | August 2024 | December 2024 | Allow | 4 | 1 | 0 | Yes | No |
| 18808386 | SYSTEM AND METHOD TO ENHANCE AUDIO AND VIDEO MEDIA USING GENERATIVE ARTIFICIAL INTELLIGENCE | August 2024 | November 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18807942 | SEMANTIC DATA ACQUISITION, STORAGE AND PRESENTATION SYSTEM | August 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18798947 | THEMATIC MAP PREPARATION METHOD AND APPARATUS, STORAGE MEDIUM AND ELECTRONIC DEVICE | August 2024 | September 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18799810 | ARCHITECTURES, SYSTEMS AND METHODS FOR PROGRAM DEFINED TRANSACTION SYSTEM AND DECENTRALIZED CRYPTOCURRENCY SYSTEM | August 2024 | October 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18777954 | SYSTEMS AND METHODS FOR GENERATING AND EDITING MESSAGES | July 2024 | March 2025 | Allow | 8 | 1 | 0 | No | No |
| 18729101 | PAGE DISPLAY SPEED IMPROVEMENT PROCESSING SYSTEM | July 2024 | April 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18766038 | Convolution-Augmented Transformer Models | July 2024 | April 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18766629 | FEDERATED LEARNING SERVICE IN A PROVIDER NETWORK AND TRAINING MACHINE LEARNING MODELS USING DEVICES EXTERNAL TO THE PROVIDER NETWORK | July 2024 | February 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18760419 | UTILIZING DYNAMIC INTERFACE ELEMENTS TO IMPROVE USER INTERFACES | July 2024 | May 2025 | Allow | 10 | 0 | 0 | No | No |
| 18757447 | METHODS AND SYSTEMS FOR GENERATING ALTERNATIVE CONTENT. | June 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18756652 | Card Display Method, Electronic Device, and Computer Readable Storage Medium | June 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18755541 | ELECTRONIC PEN CARTRIDGE AND ELECTRONIC PEN | June 2024 | February 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18755359 | CLICKABLE ACCESS POINT | June 2024 | February 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18751711 | Systems, methods, and user interfaces for editing digital assets | June 2024 | January 2025 | Allow | 7 | 1 | 0 | No | No |
| 18747854 | DYNAMIC PRESENTATION GENERATION | June 2024 | March 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18740300 | REAL-TIME ENTITY ANOMALY DETECTION | June 2024 | January 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18736594 | METHODS AND SYSTEMS FOR DISPLAYING INTERACTIVE INTERFACE OF RECOMMENDED BEHAVIOR | June 2024 | March 2025 | Allow | 9 | 0 | 0 | No | No |
| 18736426 | PAGE DISPLAY METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | June 2024 | March 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18736240 | PLUGIN SYSTEM AND PATHWAY ARCHITECTURE | June 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18736181 | SYSTEMS AND METHODS FOR INCREASING CONTROL USING A NEURAL SIGNAL | June 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18680337 | Systems and Methods for Guided Natural Language Text Generation | May 2024 | December 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18677747 | Device, Method, and Graphical User Interface for Adjusting a Display Property of an Affordance Over Changing Background Content | May 2024 | June 2025 | Allow | 13 | 0 | 0 | Yes | No |
| 18677665 | Devices, Methods, and Graphical User Interfaces for Providing Haptic Feedback | May 2024 | January 2025 | Allow | 8 | 0 | 0 | No | No |
| 18676611 | METHOD AND SYSTEM FOR ALLOWING A CUSTODIAN TO MANAGE A PLURALITY OF USER ACCOUNTS ON A COMPUTING DEVICE VIA A DEVICE APPLICATION | May 2024 | August 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18676813 | AUTOMATIC GENERATION OF DATA MODELS | May 2024 | August 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18675520 | System and method for document analysis of a design document having design elements | May 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18671936 | METHODS FOR ADJUSTING AND/OR CONTROLLING IMMERSION ASSOCIATED WITH USER INTERFACES | May 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18669788 | INERTIAL SENSING OF TONGUE GESTURES | May 2024 | March 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18663729 | ON-SCREEN KEYBOARD USER INTERFACE WITH CONTEXT-AWARE HAPTIC FEEDBACK | May 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18661807 | SLIDE BAR DISPLAY CONTROL DEVICE AND SLIDE BAR DISPLAY CONTROL METHOD | May 2024 | July 2025 | Allow | 14 | 1 | 0 | No | No |
| 18662734 | GRAPHICAL USER INTERFACES AND SYSTEMS FOR PRESENTING CONTENT SUMMARIES | May 2024 | June 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18659482 | CROSS-MODEL SCORE NORMALIZATION | May 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18658090 | SYSTEM AND METHOD FOR STREAMLINING USER INTERACTION WITH ELECTRONIC CONTENT | May 2024 | March 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18657768 | RHYME ENGINE FOR LITERARY WORKS WITH RHYME OR RHYTHM | May 2024 | April 2025 | Allow | 11 | 1 | 0 | No | No |
| 18656934 | MUSIC USER INTERFACE | May 2024 | March 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18656433 | Music/Video Messaging | May 2024 | March 2025 | Allow | 11 | 0 | 0 | Yes | No |
| 18650938 | CONDENSED SPOKEN UTTERANCES FOR AUTOMATED ASSISTANT CONTROL OF AN INTRICATE APPLICATION GUI | April 2024 | March 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18647515 | AI-Assisted Remote Guidance Using Augmented Reality | April 2024 | December 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18648075 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR CONTENT PRESENTATION | April 2024 | December 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18644413 | METHOD OF CONTROLLING DISPLAY MODULE AND ELECTRONIC DEVICE PERFORMING THE METHOD | April 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18643825 | USER INTERFACE FOR MANAGING AND VIEWING SYNCHRONIZATION SETTINGS IN A SYNCHRONIZATION SYSTEM | April 2024 | May 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18639596 | Systems and Methods for Mitigating Hindsight Bias Related to Training and Using Artificial Intelligence Models for Outlier Events By Applying Model Constraints to a Synthetic Data Generator Model | April 2024 | May 2025 | Abandon | 13 | 2 | 0 | Yes | No |
| 18634303 | Method for Designing Squeezed Branch Pile Based on Orthogonal Design and Finite Element Analysis | April 2024 | June 2024 | Allow | 2 | 0 | 0 | No | No |
| 18632827 | Morphing of Watertight Spline Models Using Manufacturing Data, Inspection Data, and Product Manufacturing Information | April 2024 | August 2024 | Allow | 5 | 0 | 0 | Yes | No |
| 18631372 | SYSTEM FOR ENABLING WORKSPACE SHARING | April 2024 | February 2025 | Allow | 10 | 1 | 0 | No | No |
| 18627021 | Presenting Search Results in a Dynamically Formatted Graphical User Interface | April 2024 | March 2025 | Allow | 11 | 0 | 0 | Yes | No |
| 18625435 | ELECTRIC DRIVE UNIT SIMULATION | April 2024 | June 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18623900 | COMPUTING NETWORK FOR IMPLEMENTING A CONTEXTUAL NAVIGATION AND ACTION USER EXPERIENCE FRAMEWORK AND FLATTENING DEEP INFORMATION HIERARCHIES | April 2024 | May 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18620918 | SYNTHETIC DOCUMENT GENERATION USING MACHINE LEARNING BASED LANGUAGE MODEL | March 2024 | July 2024 | Allow | 4 | 1 | 0 | No | No |
| 18618218 | METHOD AND SYSTEM FOR EVALUATING AND SIMULATING NUCLEAR POWER PLANT BASED ON MODEL | March 2024 | May 2024 | Allow | 1 | 0 | 0 | No | No |
| 18619127 | VOICE ASSISTANT-ENABLED CLIENT APPLICATION WITH USER VIEW CONTEXT AND MULTI-MODAL INPUT SUPPORT | March 2024 | June 2025 | Allow | 14 | 1 | 0 | No | No |
| 18617580 | LOW-CARBON POWER SYSTEM OSCILLATION SUPPRESSION METHOD BASED ON ENERGY STORAGE POWER STATION | March 2024 | July 2024 | Allow | 3 | 0 | 0 | No | No |
| 18694883 | HYDRAULIC FRACTURING SYSTEM | March 2024 | September 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18613417 | Using a Web Proxy to Provide a Secure Remotely Controlled System, Device, and Method | March 2024 | March 2025 | Allow | 12 | 2 | 0 | No | No |
| 18609698 | AUGMENTED REALITY BEAUTY PRODUCT TUTORIALS | March 2024 | October 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18609173 | SYSTEM AND METHOD FOR DISPLAYING CUSTOMIZED GRAPHIC CONTENT ON A GRAPHICAL USER INTERFACE OF A MOBILE DEVICE | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18609894 | TRACKING APPROVALS FOR AN ELECTRONIC DOCUMENT MANAGED BY AN ELECTRONIC DOCUMENT PLATFORM | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18609221 | COOPERATIVE LEARNING NEURAL NETWORKS AND SYSTEMS | March 2024 | May 2025 | Allow | 14 | 2 | 0 | Yes | No |
| 18607340 | SYSTEMS AND METHODS FOR GENERATING SOCIAL ASSETS FROM ELECTRONIC PUBLICATIONS | March 2024 | March 2025 | Allow | 12 | 1 | 0 | No | No |
| 18606428 | DIFFERENTIATED REAL-TIME INJECTION-PRODUCTION OPTIMIZATION ADJUSTMENT METHOD OF INTELLIGENT INJECTION-PRODUCTION LINKAGE DEVICE | March 2024 | September 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18605774 | GUIDANCE FOR SCANNER-BASED INTERACTION WITH INTRAORAL SCANNING SYSTEM | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18603876 | DATA PROCESSING SYSTEMS AND METHODS FOR AUTOMATICALLY BLOCKING THE USE OF TRACKING TOOLS | March 2024 | December 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18604075 | GUIDED PERSONAL IDENTITY BASED ACTIONS | March 2024 | April 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18602404 | CONTENT INTERACTION SYSTEM AND METHOD WITH PRESENCE DETECTION AND EMOTIONAL STATE DETERMINATION TO RECOMMEND A PIECE OF INTERACTIVE CONTENT | March 2024 | December 2024 | Allow | 9 | 2 | 0 | No | No |
| 18601758 | COST PER SCENT SYSTEM AND METHOD | March 2024 | August 2024 | Allow | 6 | 1 | 0 | No | No |
| 18601559 | MACHINE LEARNING ENCODING SYSTEM AND METHOD FOR CONTENT INTERACTION SYSTEM AND METHOD | March 2024 | September 2024 | Allow | 6 | 1 | 0 | No | No |
| 18600109 | SYSTEMS AND METHODS FOR CLASSIFYING ELECTRONIC DOCUMENTS | March 2024 | November 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18600118 | ENHANCED INTEGRATION OF SPREADSHEETS WITH EXTERNAL ENVIRONMENTS | March 2024 | May 2025 | Abandon | 14 | 1 | 0 | Yes | No |
| 18599919 | COMPUTER-BASED SYSTEMS CONFIGURED FOR EFFICIENT ENTITY RESOLUTION FOR DATABASE MERGING AND RECONCILIATION | March 2024 | April 2025 | Allow | 14 | 1 | 0 | No | No |
| 18689871 | INDOOR DESIGN SCHEME ACQUISITION METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM | March 2024 | July 2024 | Allow | 4 | 0 | 0 | No | No |
| 18598822 | ANALYSIS AND RESTRUCTURING OF WEB PAGES OF A WEB SITE | March 2024 | September 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18595253 | SYSTEMS AND METHODS FOR USING LINKED DOCUMENTS | March 2024 | October 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18595214 | PORTABLE MULTIFUNCTION DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR AN EMAIL CLIENT | March 2024 | June 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18595217 | PORTABLE MULTIFUNCTION DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR AN EMAIL CLIENT | March 2024 | March 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18594512 | METHOD FOR DISPLAYING PAGE ELEMENTS AND ELECTRONIC DEVICE | March 2024 | September 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18595207 | PORTABLE MULTIFUNCTION DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR AN EMAIL CLIENT | March 2024 | February 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18593836 | METHOD AND APPARATUS FOR DISPLAYING ONLINE DOCUMENT, AND STORAGE MEDIUM | March 2024 | August 2024 | Allow | 6 | 1 | 0 | No | No |
| 18590472 | SYSTEM AND METHOD FOR DOMAIN AWARE DOCUMENT CLASSIFICATION AND INFORMATION EXTRACTION FROM CONSUMER DOCUMENTS | February 2024 | November 2024 | Allow | 8 | 1 | 0 | No | No |
| 18590258 | METHOD FOR TRANSMITTING MESSAGE AND ELECTRONIC DEVICE THEREOF | February 2024 | March 2025 | Allow | 13 | 0 | 0 | Yes | No |
| 18585524 | Timeline-Video Relationship Presentation for Alert Events | February 2024 | November 2024 | Allow | 9 | 1 | 0 | No | No |
| 18586029 | DYNAMIC COMPUTIING TOUCHPOINT JOURNEY RECOMMENDATION PLATFORM | February 2024 | April 2025 | Allow | 14 | 2 | 0 | Yes | No |
| 18584899 | LIVE LOCATION SHARING | February 2024 | March 2025 | Allow | 12 | 1 | 0 | No | No |
| 18444041 | USER INTERFACE AND SYSTEMS FOR DOCUMENT CREATION | February 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18443888 | AUTOMATED DETECTION OF A PHYSICAL BEHAVIOR EVENT AND CORRESPONDING ADJUSTMENT OF A MEDICATION DISPENSING SYSTEM | February 2024 | April 2025 | Allow | 14 | 2 | 0 | Yes | No |
| 18442107 | COUPLING NUMERICAL SIMULATION METHOD FOR SITE SELECTION OF UNDERGROUND SALT CAVERN HYDROGEN STORAGE | February 2024 | August 2024 | Allow | 6 | 1 | 0 | No | No |
| 18440079 | TECHNIQUES FOR DISTRIBUTED INTERFACE COMPONENT GENERATION | February 2024 | April 2025 | Allow | 15 | 2 | 0 | Yes | No |
| 18436884 | SYSTEM AND METHOD FOR DYNAMIC PROFILE PHOTOS | February 2024 | April 2025 | Allow | 14 | 1 | 0 | No | No |
| 18437104 | CONTENT-BASED TACTILE OUTPUTS | February 2024 | October 2024 | Allow | 9 | 0 | 0 | No | No |
| 18434051 | WIENER PROCESS-BASED METHOD AND DEVICE FOR PROCESSING ACCELERATED DEGRADATION TESTING DATA | February 2024 | May 2024 | Allow | 3 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2140.
With a 31.0% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.
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, 29.2% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Group 2140 is part of Technology Center 2100. This group has examined 30,421 patent applications in our dataset, with an overall allowance rate of 65.8%. Applications typically reach final disposition in approximately 40 months.
Applications in Group 2140 receive an average of 2.59 office actions before reaching final disposition. The median prosecution time is 40 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.