Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19387184 | Real-Time Digital-Twin Structural Health Monitoring and Autonomous Maintenance System | November 2025 | March 2026 | Allow | 4 | 0 | 0 | No | No |
| 19376307 | Curation And Provision Of Digital Content | October 2025 | March 2026 | Allow | 4 | 0 | 0 | No | No |
| 19376656 | ACTIVE-ACTIVE MIRRORED ARTIFICIAL INTELLIGENCE ARCHITECTURE | October 2025 | February 2026 | Allow | 3 | 0 | 0 | No | No |
| 19373302 | CONTEXTUAL REFINEMENT OF AGENTIC AI MODEL REASONING, GOAL AND TASK PROVISIONING, AND RESPONSE GENERATION | October 2025 | March 2026 | Allow | 4 | 0 | 0 | No | No |
| 19371267 | DYNAMIC ERROR RESOLUTION FOR HYBRID QUANTUM-CLASSICAL COMPUTING ENVIRONMENTS USING A HIERARCHICAL DATA STRUCTURE | October 2025 | February 2026 | Allow | 3 | 0 | 0 | No | No |
| 19371910 | CXL over ScaleUp Ethernet (SUE), UALink, NVLink, Ethernet, or PHY based on IEEE 802.3 | October 2025 | February 2026 | Allow | 3 | 0 | 0 | No | No |
| 19371779 | UALink Non-Transparent Memory Bridging for AI Infrastructures Comprising GPUs, Accelerators, and Memory Switches | October 2025 | February 2026 | Allow | 4 | 0 | 0 | Yes | No |
| 19371994 | Multi-Protocol Retimer Enabling Transparent and Non-Transparent Bridging for Memory Fabrics including PCIe, CXL, or UALink | October 2025 | March 2026 | Allow | 4 | 1 | 0 | No | No |
| 19371722 | Memory Pooling and Sharing Enabling Scalable LLM Inference over Scaleup AI Fabrics | October 2025 | January 2026 | Allow | 2 | 0 | 0 | No | No |
| 19368625 | AI-DRIVEN INTEGRATION SYSTEM FOR ENHANCED SAAS PLATFORM MANAGEMENT AND CROSS-PLATFORM SYNCHRONIZATION | October 2025 | January 2026 | Allow | 3 | 0 | 0 | Yes | No |
| 19365372 | Instrumentation Using Access Time Value | October 2025 | March 2026 | Allow | 5 | 1 | 0 | No | No |
| 19360280 | ATTENTION NEURAL NETWORKS WITH LINEAR UNITS | October 2025 | December 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19356584 | QUANTIFYING EVIDENCE FOR REGULATORY CONTROL AND MECHANISMS WITH COMPLEX ADAPTIVE SYSTEMS METROLOGY BY COMPUTATION METHODS AND SYSTEMS | October 2025 | January 2026 | Allow | 3 | 0 | 0 | No | No |
| 19354378 | PLATFORM FOR AUTOMATED INFRASTRUCTURE-AS-CODE GENERATION AND DEPLOYMENT USING MULTI-AGENT ARCHITECTURE | October 2025 | December 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19352880 | INTENT-BASED INTERACTIONS IN SOFTWARE PLATFORMS | October 2025 | January 2026 | Allow | 4 | 0 | 0 | No | No |
| 19345097 | Morphing of Watertight Spline Models Using As-Executed Manufacturing Data | September 2025 | March 2026 | Allow | 6 | 1 | 0 | No | No |
| 19341531 | SYSTEM AND METHOD FOR DISPLAYING DATA SETS ON A USER INTERFACE | September 2025 | January 2026 | Allow | 3 | 1 | 0 | No | No |
| 19340639 | INVESTIGATION PROCEDURES FOR VIRTUAL MACHINES | September 2025 | December 2025 | Allow | 3 | 0 | 0 | No | No |
| 19338377 | SYSTEMS AND METHODS FOR SYNTHETIC DATA AGGREGATIONS | September 2025 | March 2026 | Allow | 6 | 1 | 0 | No | No |
| 19336529 | SYSTEM AND SOC COMPRISING HETEROGENEOUS PROCESSORS CAPABLE OF PROCESSING ARTIFICIAL INTELLIGENCE AND METHOD THEREOF | September 2025 | February 2026 | Allow | 4 | 1 | 0 | No | No |
| 19337250 | GPU CHIPLETS USING HIGH BANDWIDTH CROSSLINKS | September 2025 | February 2026 | Allow | 4 | 1 | 0 | No | No |
| 19334106 | LOCAL OBJECT TRANSPORT PROXY FOR DATA CENTER COMPUTING NODES | September 2025 | January 2026 | Allow | 4 | 1 | 0 | No | No |
| 19332482 | IN-PLACE CLOUD INSTANCE RESTORE | September 2025 | March 2026 | Allow | 5 | 1 | 0 | No | No |
| 19329027 | COMPUTING TECHNOLOGIES FOR VERIFICATION OF STABILITY OF PRODUCTION ENVIRONMENTS | September 2025 | January 2026 | Allow | 4 | 0 | 0 | No | No |
| 19325796 | HIERARCHICAL CASCADE ARCHITECTURE OF SEMANTIC FINGERPRINTING OPERATIONS FOR AGENT ROUTING | September 2025 | January 2026 | Allow | 4 | 0 | 0 | No | No |
| 19326142 | DECISIONING PLATFORM USING MULTI-DOMAIN SIGNAL EVALUATION SYSTEMS | September 2025 | December 2025 | Allow | 3 | 0 | 0 | No | No |
| 19324906 | SYSTEMS AND METHODS OF SENSOR DATA FUSION | September 2025 | February 2026 | Allow | 5 | 1 | 0 | No | No |
| 19320807 | ARCHITECTURAL AUGMENTATION OF NEURAL NETWORKS USING EVALUATED SPECIALTY NODE UNITS | September 2025 | January 2026 | Allow | 5 | 1 | 0 | No | No |
| 19320420 | AUTOMATIC CIRCUIT ALLOCATION OF REMOTE DEVICES IN A MULTl-POWER SUPPLY SYSTEM | September 2025 | March 2026 | Allow | 6 | 2 | 0 | No | No |
| 19320402 | AUTOMATIC CIRCUIT ALLOCATION OF REMOTE DEVICES IN A MULTl-POWER SUPPLY SYSTEM | September 2025 | March 2026 | Allow | 6 | 2 | 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 |
| 19319633 | THRESHOLD-BASED ADAPTIVE ONTOLOGY AND KNOWLEDGE GRAPH MODIFICATION USING GENERATIVE ARTIFICIAL INTELLIGENCE | September 2025 | March 2026 | Allow | 6 | 0 | 0 | No | No |
| 19317300 | METHODS FOR MANAGING NO-TOUCH MEETING ROOM CONFIRMATION THROUGH VIRTUAL ATTENDANCE AND DEVICES THEREOF | September 2025 | December 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19316135 | Crowd Based Data Tiering | September 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19316841 | SELF-HEALING GENERATIVE AI/ML PIPELINE FOR GENERATING COMPLEX DATA QUERIES LEVERAGING SEMANTIC DATA MODEL | September 2025 | March 2026 | Allow | 6 | 1 | 0 | Yes | No |
| 19315849 | System and Method for Enterprise Hierarchical Persistent Cognitive Machines with Organizational Hierarchy Awareness and Compliance Integration | September 2025 | February 2026 | Allow | 5 | 1 | 0 | No | No |
| 19314179 | ENHANCED STRING MATCH MATRIX GENERATION | August 2025 | November 2025 | Allow | 3 | 0 | 0 | No | No |
| 19313736 | SELF-SUPERVISED RETRIEVER OPTIMIZATION VIA ATTENTION-DERIVED FEEDBACK IN RETRIEVAL AUGMENTED GENERATION SYSTEMS | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19313546 | METHOD FOR PROVIDING SERVICE BY ARTIFICIAL INTELLIGENCE AGENT WITH MULTI-TURN AND ARTIFICIAL INTELLIGENCE AGENT USING THE SAME | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19313684 | EXPLAINABLE LARGE LANGUAGE MODEL ROUTING WITH IMMUTABLE AUDIT TRAILS | August 2025 | February 2026 | Allow | 5 | 0 | 0 | No | No |
| 19309601 | INTELLIGENT QUERY DECOMPOSITION, SPECIALIZED MODEL ROUTING, AND HIERARCHICAL AGGREGATION WITH CONFLICT RESOLUTION | August 2025 | February 2026 | Allow | 5 | 1 | 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 |
| 19299748 | GENERAL INCREMENTAL COMPUTATION METHOD BASED ON INTERMEDIATE STATE | August 2025 | January 2026 | Allow | 5 | 0 | 0 | No | No |
| 19300664 | ROBUST RECORD-TO-EVENT CONVERSION SYSTEM | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19300640 | ROBUST RECORD-TO-EVENT CONVERSION SYSTEM | August 2025 | November 2025 | Allow | 3 | 0 | 0 | No | No |
| 19300652 | ROBUST RECORD-TO-EVENT CONVERSION SYSTEM | August 2025 | November 2025 | Allow | 3 | 0 | 0 | No | No |
| 19298065 | METHOD AND SYSTEM FOR PERFORMING TRANSFER FUNCTION MEASUREMENTS ON A DEVICE | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19297473 | SYSTEMS AND METHODS TO FACILITATE TESTING WITHIN SUB-ENVIRONMENTS WITH RESPECT TO RESOURCE CAPACITY DATA CORRESPONDING TO CLOUD RESOURCES | August 2025 | February 2026 | Allow | 6 | 1 | 0 | Yes | No |
| 19297476 | Digital Twin and Physical Twin Management with Integrated External Feedback within a Digital Engineering Platform | August 2025 | February 2026 | Allow | 6 | 0 | 0 | Yes | No |
| 19296347 | INTERACTIVE REAL ESTATE TOOL | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19294125 | Mobile-Optimized Multi-Stage LLM with Federated Persistent Cognitive Architecture | August 2025 | February 2026 | Allow | 6 | 1 | 0 | No | No |
| 19154296 | COMPUTING CORE, ACCELERATOR, COMPUTING METHOD AND APPARATUS, DEVICE, NON-VOLATILE READABLE STORAGE MEDIUM, AND SYSTEM | August 2025 | March 2026 | Allow | 7 | 0 | 0 | No | No |
| 19290471 | SYSTEMS AND METHODS FOR COGNITIVE INFERENCING FOR LARGE LANGUAGE MODELS | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19291540 | CLUE: DYNAMIC CONTEXT RETRIEVAL IN REASONING MODELS FOR AI-BASED PROTEIN AND DRUG DESIGN | August 2025 | November 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19289810 | RESILIENT ON-SITE MICROGRID SYSTEM | August 2025 | January 2026 | Allow | 5 | 1 | 0 | Yes | No |
| 19288848 | MACHINE LEARNING MODELS USING DATA TYPE VARIABLES AND TIME WINDOW VARIABLES | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19288803 | DYNAMIC CACHING USING TEMPORARY CHECKPOINT DATABASE TABLES | August 2025 | December 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19286621 | DUAL LEDGER SYNCING | July 2025 | March 2026 | Allow | 7 | 1 | 0 | No | No |
| 19287328 | FILE MANAGEMENT SYSTEM WITH CLUSTERIZED FILE DEDUPLICATION | July 2025 | December 2025 | Allow | 4 | 1 | 0 | No | No |
| 19287584 | CUSTOMIZED PROCESSING OF SENSOR DATA | July 2025 | November 2025 | Allow | 4 | 0 | 0 | No | No |
| 19285513 | SCHEMA GENERATION WITH COLLISION DETECTION AND CORRECTION | July 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19285814 | AUTOMATED GENERATION OF VALID, COMPUTATIONALLY EXPLOSIVE CAUSAL GRAPH DATA STRUCTURES | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19286169 | GENERATING STRUCTURED DOCUMENTS WITH TRACEABLE SOURCE LINEAGE | July 2025 | November 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19285023 | SYSTEM AND METHOD FOR DETERMINING A PRIORITIZED ARRAY OF ASSOCIATED DATASETS | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19280669 | INGESTION AND SEGMENTATION OF REAL-TIME EVENT DATA | July 2025 | January 2026 | Allow | 6 | 0 | 0 | Yes | No |
| 19278904 | REDUCING THE REQUIRED CAPACITANCE OF AN ULTRACAPACITOR (UC) IN HYBRID ENERGY STORAGE SYSTEMS (HESS) UTILIZING OPTIMAL CONTROLLERS | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19279103 | DYNAMIC ARTIFICIAL INTELLIGENCE AGENT ORCHESTRATION USING A LARGE LANGUAGE MODEL GATEWAY ROUTER | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19278640 | SMART HUMIDIFIER FOR HUMIDOR | July 2025 | October 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19278137 | SYSTEMS AND METHODS FOR ADAPTIVE ENVIRONMENTAL MONITORING WITH INTELLIGENT SAMPLING AND POWER MANAGEMENT | July 2025 | November 2025 | Allow | 4 | 1 | 0 | No | No |
| 19278730 | ADAPTIVE GENETIC ALGORITHM FOR MANAGING AND SCHEDULING CROSS-DOMAIN HETEROGENEOUS STORAGE CLUSTERS | July 2025 | November 2025 | Allow | 4 | 1 | 0 | No | No |
| 19278358 | METHOD AND SYSTEM FOR INTELLIGENT NAVIGATION AND INTERFACE GENERATION SYSTEM | July 2025 | November 2025 | Allow | 3 | 1 | 0 | No | No |
| 19277224 | Sequential Reconstruction for Dynamic Stripe Width RAID | July 2025 | October 2025 | Allow | 3 | 0 | 0 | No | No |
| 19277258 | Quantization and Low Precision AI Processor | July 2025 | January 2026 | Allow | 6 | 1 | 0 | Yes | No |
| 19275890 | EVENT PREDICTION METHOD BASED ON SATELLITE ORBIT THREAT DOMAIN KNOWLEDGE GRAPH | July 2025 | February 2026 | Allow | 6 | 1 | 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 |
| 19273271 | GENERALIZED ENERGY STORAGE CONTROL METHOD AND SYSTEM FOR FULL CONSUMPTION OF DISTRIBUTED RENEWABLE ENERGY IN DISTRIBUTION NETWORKS | July 2025 | September 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19274430 | SYSTEMS AND METHODS FOR DATA SYNCHRONIZATION | July 2025 | October 2025 | Allow | 3 | 0 | 0 | No | No |
| 19273567 | SYSTEMS AND METHODS FOR IMPLEMENTING DIRECTIONAL OPERAND BROADCAST AND MULTIPLY-ACCUMULATE EXECUTION USING A CONFIGURABLE PATCH MESH IN A MULTI-CORE PROCESSING ARRAY OF AN INTEGRATED CIRCUIT | July 2025 | November 2025 | Allow | 4 | 1 | 0 | Yes | 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 |
| 19273063 | ENHANCED RETRIEVAL-AUGMENTED GENERATION FOR STRUCTURED TABULAR DATA | July 2025 | October 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19271709 | MEMORY CONTEXT FOR LARGE LANGUAGE MODEL CLASSIFICATION OVERRIDE | July 2025 | January 2026 | Allow | 6 | 1 | 0 | No | No |
| 19270932 | SYSTEM AND METHOD FOR MACHINE LEARNING DEVELOPMENT | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19270319 | Multilingual Healthcare System with Personalized Medical Assistant, Decision Support, and Closed-Loop Device Control | July 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19269109 | DIGITAL HARDWARE CIRCUIT FOR EFFICIENT REDUCTION OPERATIONS USING PARALLEL MATRIX COMPARISON | July 2025 | November 2025 | Allow | 4 | 0 | 0 | No | No |
| 19269261 | Management of Connector Services and Connected Artificial Intelligence Agents for Message Senders and Recipients | July 2025 | January 2026 | Allow | 6 | 1 | 0 | Yes | No |
| 19270389 | VISUAL DESIGN OF A RUNNING SOFTWARE APPLICATION | July 2025 | October 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19267572 | MISTING FAN | July 2025 | December 2025 | Allow | 5 | 1 | 0 | No | No |
| 19266339 | METHOD FOR POWER DISTRIBUTION CONTROL IN MICROGRID SYSTEM INTEGRATING ELECTRICITY, HYDROGEN, AND AMMONIA, AND DEVICE | July 2025 | August 2025 | Allow | 1 | 0 | 0 | No | No |
| 19267054 | SYSTEMS AND METHODS OF DYNAMIC ADAPTIVE FAST CHARGING IN BATTERIES TO REDUCE LITHIUM PLATING | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19265958 | HYBRID LANGUAGE MODEL AND DETERMINISTIC PROCESSING FOR UNCERTAINTY ANALYSIS | July 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19265023 | SYSTEMS, METHODS, APPARATUSES, AND DEVICES FOR FACILITATING EDITING OF IMAGES USING IMAGE EDITING TOOLS | July 2025 | August 2025 | Allow | 1 | 0 | 0 | No | No |
| 19146906 | SOLID-STATE DISK BLOCK CORRECTION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM | July 2025 | March 2026 | Allow | 8 | 0 | 0 | No | No |
| 19264229 | Iterative Hierarchical Processing and Validation of Hierarchical Data in a Temporary Memory | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19264312 | METHOD AND APPARATUS TO LAYOUT SCREENS OF VARYING SIZES | July 2025 | January 2026 | Allow | 7 | 0 | 0 | Yes | No |
| 19264180 | METHOD AND SYSTEM FOR ADAPTIVE QUANTUM BACKEND SELECTION | July 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19262723 | POWER SYSTEM, CONTROLLER AND CONTROL METHOD | July 2025 | January 2026 | Allow | 6 | 1 | 0 | No | No |
| 19263418 | METHOD AND SYSTEM FOR CONTROLLING HEATING, VENTILATION, AND AIR CONDITIONING SYSTEM IN BUILDINGS BASED ON ADAPTIVE MODEL PREDICTIVE CONTROL | July 2025 | October 2025 | Allow | 4 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for tech-center 2100.
With a 31.1% 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, 33.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ 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.
Technology Center 2100 covers Computer Architecture, Software, and Information Security. This technology center has examined 523,968 patent applications in our dataset, with an overall allowance rate of 76.3%. Applications typically reach final disposition in approximately 35 months.
Applications in Technology Center 2100 receive an average of 2.16 office actions before reaching final disposition. The median prosecution time is 35 months.
This technology center encompasses a broad range of technical subject matter. Prosecution strategies should be tailored based on the specific art unit and examiner assigned to your application. Review the group, art unit, and examiner-level statistics for more targeted strategic insights.
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.