Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19116952 | MEMORY SYSTEM, MEMORY RESOURCE ADJUSTMENT METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND MEDIUM | March 2025 | July 2025 | Allow | 3 | 1 | 0 | No | No |
| 19116099 | Heterogeneous Computing Systems and Server System | March 2025 | June 2025 | Allow | 3 | 0 | 0 | No | No |
| 19091868 | Residential HVAC Safety Control | March 2025 | May 2025 | Allow | 1 | 0 | 0 | Yes | No |
| 19083971 | METHODS AND SYSTEMS FOR RANKING A PLURALITY OF WORKER AGENTS BASED ON A USER REQUEST | March 2025 | June 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 18871359 | INFORMATION PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2025 | May 2025 | Allow | 5 | 0 | 0 | No | No |
| 19082105 | MACHINE LEARNING ARCHITECTURE FOR CONTEXTUAL DATA RETRIEVAL | March 2025 | May 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19079698 | MULTI-DIGITAL AGENT ARCHITECTURE WITH QUERY-ENHANCED DIGITAL AGENT SELECTION MECHANISM | March 2025 | June 2025 | Allow | 3 | 0 | 0 | No | No |
| 19080333 | SYSTEMS AND METHODS FOR AUTOMATED PROCESS DISCOVERY | March 2025 | April 2025 | Allow | 1 | 0 | 0 | No | No |
| 19076782 | SECURE CROSS-PLATFORM ORCHESTRATION AND KNOWLEDGE MANAGEMENT OF MACHINE-LEARNING MODELS | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19074465 | AUTONOMOUS DRIVING TEST METHOD BASED ON MULTI-AGENT SWARM ADVERSARIAL, DEVICE AND MEDIUM | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19074424 | METHODS, SYSTEMS, AND MEDIA FOR SAMPLING PRODUCT QUALITY BASED ON INDUSTRIAL INTERNET OF THINGS (IIOT) | March 2025 | July 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19109594 | Device And Method For Measuring A Plurality Of Blood Parameters By Artificial Intelligence | March 2025 | June 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19073692 | PROJECTING DATA TRENDS USING CUSTOMIZED MODELING | March 2025 | April 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19069877 | SYSTEM, METHOD, AND APPARATUS FOR PROVIDING DYNAMIC, PRIORITIZED SPECTRUM MANAGEMENT AND UTILIZATION | March 2025 | June 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19069558 | MACHINE LEARNING BASED AUGMENTATION OF GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEMS | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | 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 |
| 19063189 | LEARNING CONTROL SYSTEM AND METHOD FOR ULTRA-PRECISION LITHOGRAPHIC APPARATUS BASED ON UNCERTAINTY COMPENSATION | February 2025 | April 2025 | Allow | 1 | 0 | 0 | No | No |
| 19063259 | VERIFICATION SYSTEM, VERIFICATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19060799 | MULTI-AGENT MACHINE LEARNING FRAMEWORK FOR BIDIRECTIONAL BATTERY ENERGY STORAGE SYSTEMS | February 2025 | May 2025 | Allow | 3 | 0 | 0 | No | No |
| 19061636 | Agentic AI, Contextual AI, and Generative AI Systems and Methods for Medical and Genetic Analytics, Diagnostics, and Treatment Recommendations | February 2025 | June 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19061848 | QUERYING DATA USING SPECIALIZED AND GENERALIZED ARTIFICIAL INTELLIGENCE MODELS | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19059359 | WING-MOUNTED TURBINE FOR GENERATING ELECTRICITY AND INCREASING THRUST | February 2025 | April 2025 | Allow | 2 | 1 | 0 | No | No |
| 19057359 | MULTI-TASK MACHINING PROCESS ON-LINE MONITORING METHOD AND SYSTEM BASED ON CLOUD-EDGE COLLABORATION | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19104587 | DATA FUSION METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM | February 2025 | June 2025 | Allow | 4 | 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 |
| 19054800 | Computer-Implemented Methods and Systems for Generative Text Painting | February 2025 | June 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19048963 | INTERNET OF THINGS (IOT) SYSTEMS AND METHODS FOR PIPELINE VALVE CALIBRATION BASED ON SMART GAS SAFETY SUPERVISION | February 2025 | June 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19046748 | SYSTEMS AND METHODS FOR INTELLIGENT GENERATION AND ASSESSMENT OF CANDIDATE LESS DISCRIMINATORY ALTERNATIVE MACHINE LEARNING MODELS | February 2025 | April 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19047445 | ALLOCATING RESOURCES BASED ON GROUP PERFORMANCE METRICS COMPUTED USING MACHINE LEARNING MODELS | February 2025 | April 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19046934 | NATURAL LANGUAGE TO SQL ON CUSTOM ENTERPRISE DATA WAREHOUSE POWERED BY GENERATIVE ARTIFICIAL INTELLIGENCE | February 2025 | April 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19040977 | TRAINING NODES OF A NEURAL NETWORK TO BE DECISIVE | January 2025 | June 2025 | Allow | 4 | 1 | 0 | No | No |
| 19039943 | SYSTEMS AND METHODS FOR AUTOMATED AND ASSISTIVE RESOLUTION OF UNMAPPED PATIENT INTAKE DATA | January 2025 | June 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19039370 | ARTIFICIAL INTELLIGENCE AGENTS FOR USER INTERFACE AUTOMATION TO APPLICATION PROGRAMMING INTERFACE AUTOMATION AND VICE VERSA | January 2025 | May 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19037189 | DYNAMIC ASSIGNMENT OF BUS BANDWIDTH FOR SENDING TENSORS TO NEURAL PROCESSING UNITS | January 2025 | May 2025 | Allow | 3 | 0 | 0 | No | No |
| 19028392 | BODY APPENDAGE POSITION PREDICTION USING ELECTROCARDIOGRAM DATA | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19030831 | REDUCED SIZE USER INTERFACE | January 2025 | May 2025 | Allow | 4 | 0 | 0 | No | No |
| 19027621 | ARTIFICIAL INTELLIGENCE (AI)-BASED METHOD FOR NON-CONTACT MEASUREMENT OF SHEET RESISTANCE OF A CONDUCTIVE FILM MATERIAL | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19022640 | SYSTEMS AND METHODS FOR PRINTING COMPONENTS USING ADDITIVE MANUFACTURING | 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 |
| 19021202 | MULTI�STAGE FULLY HOMOMORPHIC ENCRYPTION AND COMPRESSION SYSTEM FOR SECURE DATA PROCESSING AND ANALYSIS | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19021974 | DATA AGGREGATOR GRAPHICAL USER INTERFACE | January 2025 | March 2025 | Allow | 2 | 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 |
| 19020289 | DATA CONVERSION AND DISTRIBUTION SYSTEMS | January 2025 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19019387 | METHODS FOR CUTTING TOOLS TEST | January 2025 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19017556 | DYNAMIC GENERATION OF GUIDED PAGES | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19017422 | Host-to-Host Communication with Selective CXL Non-Transparent Bridging | January 2025 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 19017421 | Translating Between CXL.mem and CXL.cache Write Transactions | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19017419 | Protocol-Aware Provisioning of Resource over CXL Fabrics | January 2025 | June 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19017423 | Host-to-Device CXL Communication including Multi-Fabric Bridging, also over NVLink, UALink, and Ethernet | January 2025 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 19016609 | WAFER POSITIONING AND CORRECTION METHOD, SYSTEM, AND DEVICE | January 2025 | May 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19016241 | SYSTEMS AND METHODS OF SENSOR DATA FUSION | January 2025 | May 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19017406 | Reconfigurable Multi-Layer Virtual Binding in a CXL Switch Fabric | January 2025 | April 2025 | Allow | 3 | 1 | 0 | No | No |
| 19017416 | Translating Between CXL.mem and CXL.cache Read Transactions | January 2025 | March 2025 | Allow | 2 | 0 | 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 |
| 19013130 | CAPACITY EXPANSION METHOD FOR HOUSEHOLD FOOD WASTE DISPOSERS | January 2025 | April 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19013227 | EFFICIENT COMPUTER-BASED INDEXING VIA DIGITAL TOKENS, SYSTEMS, METHODS, AND APPARATUS | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19011509 | SYSTEM AND METHOD FOR ENCRYPTED VIDEO STREAM DATA COMPACTION | January 2025 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 19008886 | METHODS AND SYSTEMS FOR SUPPORT STRUCTURES IN CUT PARTS | January 2025 | June 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19009560 | ACCELERATED TRAINING OF NEURAL NETWORKS WITH REGULARIZATION LINKS | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19008444 | AGENTIC WORKFLOW SYSTEM AND METHOD FOR GENERATING SYNTHETIC DATA FOR TRAINING OR POST TRAINING ARTIFICIAL INTELLIGENCE MODELS TO BE ALIGNED WITH DOMAIN-SPECIFIC PRINCIPLES | January 2025 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19008216 | DUAL LEDGER SYNCING | January 2025 | July 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19006404 | METHOD AND SYSTEM FOR DISPATCHING MULTIPLE ENERGY SOURCES IN INTEGRATED ENERGY SYSTEM | December 2024 | May 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18880285 | PROGRAMMABLE LOGIC CONTROLLER, SEQUENCE CONTROL SYSTEM, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | December 2024 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 19006516 | DIGITAL PROCESSING SYSTEMS AND METHODS FOR ENHANCED DATA REPRESENTATION | December 2024 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19006539 | UNIFIED ARTIFICIAL INTELLIGENCE AGENT, ROBOTIC PROCESS AUTOMATION ROBOT, AND AGENTIC ORCHESTRATION PROCESS DEVELOPMENT APPLICATIONS | December 2024 | May 2025 | Allow | 4 | 1 | 0 | No | 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 |
| 19005639 | ALUMINUM MANUFACTURING PROCESS WITH RETROACTION LOOP | December 2024 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19004838 | DIGITAL PROCESSING SYSTEMS AND METHODS FOR ENHANCED DATA REPRESENTATION | December 2024 | March 2025 | Allow | 3 | 0 | 0 | No | No |
| 19005765 | CALCULATOR CAPABLE OF OUTPUTTING RESULTS BASED ON HANDWRITTEN FORMULAS | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 19004567 | Realtime Distribution of Granular Data Streams on a Network | December 2024 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19002787 | Illegal Address Mask Method and Device for Cores of DSP | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19001865 | MULTI-AGENT DATA ASSET SYNTHESIS SYSTEM | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18878995 | ASYNCHRONOUS FIFO READ/WRITE CONTROL METHOD AND SYSTEM, AND ELECTRONIC DEVICE | December 2024 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19001546 | SERVER INTERRUPT OPERATION EXECUTION METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUM | December 2024 | March 2025 | Allow | 3 | 0 | 0 | No | No |
| 19000713 | SYSTEMS AND METHODS FOR PARALLEL EXPLORATION OF A HYPERPARAMETER SEARCH SPACE | December 2024 | February 2025 | Allow | 2 | 0 | 0 | No | No |
| 18878821 | POWER CONTROL SYSTEM AND METHOD FOR HETEROGENEIOUS COMPUTING, DEVICE, AND NON-TRANSITORY READABLE STORAGE MEDIUM | 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 |
| 18999272 | LLR COMPRESSION IN WIRELESS COMMUNICATIONS NETWORKS | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | 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 |
| 18999280 | SYSTEM, METHOD, AND PRODUCT FOR TRANSPARENTLY ENCAPSULATED ARTIFICIAL INTELLIGENCE | December 2024 | May 2025 | Allow | 5 | 0 | 0 | No | No |
| 18878641 | METHOD AND APPARATUS FOR IDENTIFYING PERIPHERAL CONFIGURATION OF SERVER, METHOD AND APPARATUS FOR LAYING OUT PERIPHERAL SILKSCREEN, AND SERVER | December 2024 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 18991935 | DECODER-ONLY TRANSFORMER MODEL FOR TIME SERIES DATA | December 2024 | May 2025 | Allow | 4 | 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 |
| 18991649 | STORAGE-COMPUTATION INTEGRATED INDEXING SYSTEM AND KEY-VALUE PAIR STORAGE SYSTEM | December 2024 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 18878027 | ABNORMALITY DETECTION METHOD, APPARATUS AND SYSTEM, AND HOST DEVICE AND STORAGE MEDIUM | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18878029 | TASK SCHEDULING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18989373 | SMART CONTROLS FOR HYBRID REFRIGERATION CYCLES | December 2024 | April 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18990145 | SYSTEMS AND METHODS OF SENSOR DATA FUSION | December 2024 | April 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18989585 | METHOD AND APPARATUS FOR REDUCING MIRROR DATA TRANSMISSION AMOUNT BY DUAL LAYER CACHE, AND DEVICE AND MEDIUM | December 2024 | February 2025 | Allow | 2 | 0 | 0 | No | No |
| 18991024 | APPARATUS AND METHOD FOR UPDATING A USER DATA STRUCTURE | December 2024 | February 2025 | Allow | 2 | 0 | 0 | No | No |
| 18991130 | SYSTEM AND METHOD FOR PREPROCESSING AND CONDITIONING COSMIC RAY DATA FOR RANDOMNESS GENERATION | December 2024 | March 2025 | Allow | 3 | 0 | 0 | No | 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 |
| 18987074 | DUAL MODE TURBINE FOR SUPPLYING ENERGY USING A SMART INVERTER | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18988684 | METHOD AND SYSTEM FOR CONTROLLING VENTILATION COOLING TYPE PERMAFROST SUBGRADE BASED ON ENERGY DYNAMIC BALANCE | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | 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, 33.4% 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 534,991 patent applications in our dataset, with an overall allowance rate of 77.8%. Applications typically reach final disposition in approximately 33 months.
Applications in Technology Center 2100 receive an average of 2.06 office actions before reaching final disposition. The median prosecution time is 33 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.