Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19013227 | EFFICIENT COMPUTER-BASED INDEXING VIA DIGITAL TOKENS, SYSTEMS, METHODS, AND APPARATUS | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19008216 | DUAL LEDGER SYNCING | January 2025 | July 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18999118 | Method and System for Real-Time Collaboration, Task Linking, and Code Design and Maintenance in Software Development | December 2024 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 18988223 | Combined Wide And Deep Machine Learning Models For Automated Database Element Processing Systems, Methods And Apparatuses | December 2024 | March 2025 | Allow | 3 | 1 | 0 | No | No |
| 18971582 | METHOD FOR PROCESSING DATA VISUALIZATION CHART, ELECTRONIC DEVICE AND STORAGE MEDIUM | December 2024 | May 2025 | Allow | 6 | 1 | 0 | No | No |
| 18964413 | GREEN KNOWLEDGE RECOMMENDATION METHOD BASED ON CHARACTERISTIC SIMILARITY AND USER DEMANDS, ELECTRONIC DEVICE AND COMPUTER READABLE STORAGE MEDIUM THEREOF | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18963469 | ITERATIVE ATTENTION-BASED NEURAL NETWORK TRAINING AND PROCESSING | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18963473 | ITERATIVE ATTENTION-BASED NEURAL NETWORK TRAINING AND PROCESSING | November 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18963462 | ITERATIVE ATTENTION-BASED NEURAL NETWORK TRAINING AND PROCESSING | November 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 18963465 | ITERATIVE ATTENTION-BASED NEURAL NETWORK TRAINING AND PROCESSING | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18957601 | APPARATUS AND METHOD FOR GENERATIVE INTERPOLATION | November 2024 | January 2025 | Allow | 2 | 0 | 0 | No | No |
| 18941826 | ARTIFICIAL INTELLIGENCE PLATFORM AND METHOD FOR AI-ENABLED SEARCH AND DYNAMIC KNOWLEDGE BASE MANAGEMENT | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18941263 | SYNTHETIC GENERATION OF DATA WITH MANY TO MANY RELATIONSHIPS | November 2024 | March 2025 | Allow | 4 | 1 | 0 | No | No |
| 18934354 | STAGED RESOURCE QUERYING | November 2024 | July 2025 | Allow | 8 | 0 | 0 | No | No |
| 18933313 | METHOD AND APPARATUS FOR DATA PROCESSING, COMPUTER, STORAGE MEDIUM, AND PROGRAM PRODUCT | October 2024 | January 2025 | Allow | 2 | 0 | 0 | No | No |
| 18932008 | OPTIMIZED HAMPEL FILTERING FOR OUTLIER DETECTION | October 2024 | January 2025 | Allow | 2 | 0 | 0 | No | No |
| 18931781 | DIRECTING REQUESTS TO DATABASES BASED ON CLIENT ACCOUNT ASSOCIATION | October 2024 | June 2025 | Allow | 8 | 0 | 0 | No | No |
| 18919163 | EXTENSIBLE DATA PLATFORM WITH DATABASE DOMAIN EXTENSIONS | October 2024 | June 2025 | Allow | 8 | 0 | 0 | No | No |
| 18917688 | SYSTEMS AND METHODS FOR DATA ACCESS ACCELERATION AND CONTROL WITHIN A SECURE STORAGE NETWORK | October 2024 | January 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18915764 | Proactive Multi-Modal Automotive Concierge | October 2024 | June 2025 | Allow | 8 | 2 | 0 | Yes | No |
| 18915272 | Content Similarity Detection (CSD) computing platform and service | October 2024 | May 2025 | Allow | 7 | 1 | 0 | No | No |
| 18911810 | DATA ACCESS FOR A NATIVE TABULAR DATA STRUCTURE USING A PROXY DATA TABLE | October 2024 | December 2024 | Allow | 2 | 0 | 0 | No | No |
| 18912220 | ANALYSIS OPERATIONS ON DATA IN A NATIVE TABULAR DATA STRUCTURE USING A PROXY DATA TABLE | October 2024 | December 2024 | Allow | 3 | 0 | 0 | No | No |
| 18903542 | System and method for using artificial intelligence to recommend valuable information to users | October 2024 | April 2025 | Allow | 6 | 1 | 0 | No | No |
| 18898502 | COPILOT ARCHITECTURE: NETWORK OF MICROSERVICES INCLUDING SPECIALIZED MACHINE LEARNING TOOLS | September 2024 | January 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18892312 | RESOLVING DATASET CORRUPTION OF TRANSFERRED DATASETS USING PROGRAMMING LANGUAGE-AGNOSTIC DATA MODELING PLATFORMS | September 2024 | November 2024 | Allow | 2 | 0 | 0 | No | No |
| 18891634 | SYSTEMS AND METHODS FOR DETERMINING DATE PROXIMITY IN FEATURES ENGINEERING | September 2024 | June 2025 | Allow | 9 | 0 | 0 | No | No |
| 18889114 | METHOD AND APPARATUS FOR DETECTING SCHEDULING DEADLOCK IN DATA QUERY, AND DEVICE | September 2024 | April 2025 | Allow | 7 | 1 | 0 | No | No |
| 18828988 | Method and System for Ontology-Based Dynamic Learning and Knowledge Integration From Measurement Data and Text | September 2024 | June 2025 | Allow | 9 | 0 | 0 | No | No |
| 18826531 | ON-DEVICE FUNCTIONALITY USING REMOTE SYSTEM UPDATES | September 2024 | May 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18822682 | METHOD AND APPARATUS FOR DATA PROCESSING FOR SOFTWARE PRODUCT | September 2024 | March 2025 | Allow | 7 | 1 | 0 | No | No |
| 18815606 | GENERATING A HYBRID SEARCH INDEX FOR UNIFIED SEARCH | August 2024 | March 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18811261 | METHOD AND SYSTEM FOR PROVIDING CUSTOMIZED EXPERIENCE TO A USER PROFILE | August 2024 | November 2024 | Allow | 3 | 0 | 0 | No | No |
| 18810460 | Iterative Attention-based Neural Network Training and Processing | August 2024 | January 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18810464 | Iterative Attention-based Neural Network Training and Processing | August 2024 | January 2025 | Allow | 5 | 1 | 0 | No | No |
| 18810465 | Iterative Attention-based Neural Network Training and Processing | August 2024 | January 2025 | Allow | 5 | 1 | 0 | No | No |
| 18809636 | GRAPH DATABASE SYSTEM WITH PARALLELIZED GRAPH PARTITIONING | August 2024 | April 2025 | Allow | 8 | 0 | 0 | No | No |
| 18809178 | NESTED DISCOVERY AND DELETION OF RESOURCES | August 2024 | June 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18807634 | Combined Wide And Deep Machine Learning Models For Automated Database Element Processing Systems, Methods And Apparatuses | August 2024 | November 2024 | Allow | 3 | 1 | 0 | No | No |
| 18800336 | DATABASE SYSTEM AND METHOD WITH ARRAY FIELD DISTRIBUTION DATA | August 2024 | May 2025 | Allow | 9 | 0 | 0 | No | No |
| 18799958 | MEMORY GRAPH QUERY ENGINE WITH PERSISTED STORAGE | August 2024 | April 2025 | Allow | 8 | 0 | 0 | No | No |
| 18798168 | COMPUTER NETWORK ARCHITECTURE AND METHOD FOR PREDICTIVE ANALYSIS USING LOOKUP TABLES AS PREDICTION MODELS | August 2024 | December 2024 | Allow | 4 | 1 | 0 | No | No |
| 18795638 | Apparatus, method, and computer program product for reducing commit latency of pending transactions | August 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18792157 | SYSTEMS AND METHODS OF LARGE LANGUAGE MODEL DRIVEN ORCHESTRATION OF TASK-SPECIFIC MACHINE LEARNING SOFTWARE AGENTS | August 2024 | January 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18789322 | ENTITY RESOLUTION USING MACHINE LEARNING | July 2024 | February 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18771415 | Data Certification Process for Updates to Data in Cloud Database Platform | July 2024 | March 2025 | Allow | 8 | 2 | 0 | Yes | No |
| 18771454 | ARTIFICIAL INTELLIGENCE DRIVEN PERSONALIZATION FOR CONTENT AUTHORING APPLICATIONS | July 2024 | March 2025 | Allow | 8 | 0 | 0 | No | No |
| 18770654 | METHOD AND SYSTEM FOR SPECIFYING AN ACTIVE INFERENCE BASED AGENT USING NATURAL LANGUAGE | July 2024 | June 2025 | Allow | 11 | 1 | 0 | No | No |
| 18768141 | METHOD FOR PROCESSING SEMICONDUCTOR WAFER | July 2024 | April 2025 | Allow | 9 | 1 | 0 | No | No |
| 18769379 | FACILITATING PERFORMANCE OF DATABASE OPERATIONS USING MICROSERVICES | July 2024 | June 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18764446 | ARTIFICIAL INTELLIGENCE DRIVEN KNOWLEDGE GRAPH GENERATION | July 2024 | March 2025 | Allow | 8 | 0 | 0 | No | No |
| 18762268 | SYSTEM AND METHODS FOR DELIVERING CONTEXTUAL RESPONSES THROUGH DYNAMIC INTEGRATIONS OF DIGITAL INFORMATION REPOSITORIES WITH INQUIRIES | July 2024 | February 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18762304 | Finding Relatives in a Database | July 2024 | March 2025 | Allow | 8 | 1 | 0 | No | No |
| 18760704 | METHODS AND APPARATUS TO IDENTIFY MEDIA THAT HAS BEEN PITCH SHIFTED, TIME SHIFTED, AND/OR RESAMPLED | July 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18760271 | IDENTIFYING CONTEXTUAL OBJECTS FROM WEB CONTENT | July 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18758221 | Generating And Presenting Search Filter Recommendations | June 2024 | May 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18759587 | DETERMINATION OF DATA-SOURCE INFLUENCE ON DATA MANIFESTATIONS | June 2024 | April 2025 | Allow | 9 | 0 | 0 | No | No |
| 18755292 | METHOD AND SYSTEM FOR REAL-TIME COLLABORATION, TASK LINKING, AND CODE DESIGN AND MAINTENANCE IN SOFTWARE DEVELOPMENT | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18753604 | Machine-Learned Classification of Network Traffic | June 2024 | December 2024 | Allow | 6 | 2 | 0 | Yes | No |
| 18723793 | Machine-Learned Classification of Network Traffic | June 2024 | June 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18751738 | METHODS AND APPARATUS TO IDENTIFY MEDIA | June 2024 | May 2025 | Allow | 11 | 1 | 0 | No | No |
| 18748967 | METHOD OF QUERYING INFORMATION, ELECTRONIC DEVICE, AND STORAGE MEDIUM | June 2024 | March 2025 | Abandon | 9 | 0 | 0 | No | No |
| 18748362 | METHOD AND APPARATUS FOR GENERATING INDEX, AND ELECTRONIC DEVICE | June 2024 | March 2025 | Allow | 8 | 0 | 0 | No | No |
| 18749279 | SYSTEMS AND METHODS FOR LEVERAGING ACOUSTIC INFORMATION OF VOICE QUERIES | June 2024 | April 2025 | Allow | 10 | 1 | 0 | No | No |
| 18748533 | METHODS FOR CONTEXT BASED COMPRESSION OF GENOMIC DATA FOR IMMUNO-ONCOLOGY BIOMARKERS | June 2024 | April 2025 | Allow | 10 | 1 | 0 | No | No |
| 18746590 | ENSURING AVAILABILITY AND INTEGRITY OF A DATABASE ACROSS GEOGRAPHICAL REGIONS | June 2024 | May 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18746962 | QUERY TASK EXECUTION METHOD, APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM | June 2024 | April 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 18747171 | Method and apparatus for comparing rows of subsets of two database tables without regard to an original order of rows in either database table | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18745678 | METHOD AND SYSTEM FOR INTERPRETING INPUTTED INFORMATION | June 2024 | March 2025 | Allow | 9 | 0 | 0 | No | No |
| 18742806 | BATCH MATERIALIZATION FOR FULL ROW UPDATES | June 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18742013 | END USER CONFIGURATION OF COST RULES IN A DATABASE SYSTEM WITH QUERY COSTS BASED ON POWER AND METHODS FOR USE THEREWITH | June 2024 | March 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18741877 | GENERATING QUERY COST DATA BASED ON POWER AND AT LEAST ONE QUERY FUNCTION OF A QUERY REQUEST | June 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18741889 | POWER BASED QUERY PROCESSING SYSTEM AND METHODS FOR USE THEREWITH | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18741926 | GENERATING QUERY COST DATA FOR QUERY REQUESTS BASED ON POWER | June 2024 | March 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18740183 | CONTENT SEARCH METHOD, APPARATUS, DEVICE, AND MEDIUM | June 2024 | June 2025 | Abandon | 13 | 2 | 0 | Yes | No |
| 18738252 | INDEXED GEOSPATIAL SEARCH | June 2024 | February 2025 | Allow | 9 | 1 | 0 | No | No |
| 18736430 | METHOD, APPARATUS, DEVICE AND MEDIUM FOR PROCESSING DISTRIBUTED FILE | June 2024 | April 2025 | Allow | 10 | 2 | 0 | No | No |
| 18732618 | SOFTWARE ORCHESTRATION FRAMEWORK FOR IMPLEMENTING APPLICATION PROGRAMMING INTERFACES | June 2024 | April 2025 | Allow | 10 | 1 | 0 | No | No |
| 18680964 | GENERATING DIGITAL CONTENT CLUSTERS BASED ON WEB ACTIVITY | May 2024 | July 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18679518 | MACHINE LEARNING AUTOMATION OF NETWORK RESOURCE WORKFLOWS | May 2024 | March 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18677657 | INTERFACE FOR CLUSTER API MONITORING AND SYSTEMS AND METHODS FOR THE SAME | May 2024 | April 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18677855 | SYSTEMS AND METHODS FOR UNIVERSAL REFERENCE SOURCE CREATION AND ACCURATE SECURE MATCHING | May 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18675896 | DISASTER RECOVERY IN A CLUSTERED ENVIRONMENT USING GENERATION IDENTIFIERS | May 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18673214 | METHOD AND SYSTEM FOR ALLOCATING ON-CHIP MEMORY OF NEURAL PROCESSING UNIT | May 2024 | December 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18673222 | AGGREGATING INFORMATION FROM DIFFERENT DATA FEED SERVICES | May 2024 | April 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18672860 | SYSTEM AND METHOD FOR IMPROVED DATA CONSISTENCY IN DATA SYSTEMS INCLUDING DEPENDENT ALGORITHMS | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18668744 | Backing up a Load Control System | May 2024 | April 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18668993 | TRACKING INTERMEDIATE CHANGES IN DATABASE DATA | May 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18668115 | SYSTEMS AND METHODS FOR MICRO FRONT END COMPONENT ROUTING USING QUERY PARAMETERS | May 2024 | February 2025 | Allow | 9 | 0 | 0 | No | No |
| 18665141 | FLEXIBLE AND SCALABLE ARTIFICIAL INTELLIGENCE AND ANALYTICS PLATFORM WITH FLEXIBLE CONTENT STORAGE AND RETRIEVAL | May 2024 | March 2025 | Allow | 10 | 1 | 0 | No | No |
| 18663992 | COMPUTER-BASED SYSTEMS CONFIGURED TO DECOUPLE DELIVERY OF PRODUCT CONFIGURATION CHANGES ASSOCIATED WITH CONTINUOUS INTEGRATION/CONTINUOUS DELIVERY PROGRAMMING PIPELINES AND METHODS OF USE THEREOF | May 2024 | April 2025 | Allow | 11 | 1 | 0 | No | No |
| 18663747 | SYSTEMS AND METHOD OF MANAGING DOCUMENTS | May 2024 | June 2025 | Allow | 13 | 1 | 0 | No | No |
| 18655946 | APPROXIMATE METRIC FOR DATASET USING REPRESENTATIVE SUBSET | May 2024 | March 2025 | Allow | 11 | 0 | 0 | No | No |
| 18656332 | DETERMINING USER AFFINITIES FOR CONTENT GENERATION APPLICATIONS | May 2024 | June 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18655709 | SYSTEMS AND METHODS FOR TRANSFERRING MEDICAL DATA FROM MEDICAL DEVICES TO A REMOTE SERVER | May 2024 | March 2025 | Allow | 10 | 1 | 0 | No | No |
| 18655952 | AI-DRIVEN TRANSACTION MANAGEMENT SYSTEM | May 2024 | May 2025 | Abandon | 13 | 1 | 0 | Yes | No |
| 18656471 | MATCHING VIDEO CONTENT TO PODCAST EPISODES | May 2024 | February 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18654462 | COGNITION MANAGEMENT SYSTEM AND METHODS FOR MANAGING RESEARCH AND DEVELOPMENT ACTIVITY | May 2024 | June 2025 | Allow | 13 | 4 | 0 | Yes | No |
| 18653779 | METHOD FOR SEARCHING VIDEO BASED ON VIDEO SEGMENTATION | May 2024 | September 2024 | Allow | 5 | 0 | 0 | Yes | No |
| 18652738 | MEDIA TRIGGERED VIRTUAL REPOSITORY WITH TEMPORAL DATA RECOGNITION AND MATCHING ENGINE | May 2024 | March 2025 | Allow | 10 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2150.
With a 36.7% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success 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, 33.1% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.
✓ Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Group 2150 is part of Technology Center 2100. This group has examined 34,296 patent applications in our dataset, with an overall allowance rate of 74.2%. Applications typically reach final disposition in approximately 36 months.
Applications in Group 2150 receive an average of 2.47 office actions before reaching final disposition. The median prosecution time is 36 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.