Prosecution Insights
Prosecution Insights
127 pending office actions • 16 clients • 121 examiners • 81 art units • 0 of 127 (0%) have an AI response strategy ready • 355 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 125 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 125 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 13 (10%) |
| §103 only | 98 (77%) |
| §102 only | 13 (10%) |
| §112 only | 1 (1%) |
| No statute on record | 2 (2%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| LOTTICH, JOSHUA P | 2 | 90.7% | +4.3% |
| WILSON, YOLANDA L | 2 | 84.0% | +5.8% |
| TRAN, TRAVIS VIET | 2 | 94.1% | +33.3% |
| SACKALOSKY, COREY MATTHEW | 2 | 61.3% | +46.6% |
| LEE, MICHAEL CHRISTOPHER | 2 | 61.1% | +26.0% |
| GONZALES, VINCENT | 2 | 78.5% | +10.9% |
| TELAN, MICHAEL R | 1 | 42.5% | +26.8% |
| HAKALA, ALAN GREGORY | 1 | — | — |
| CLARE, MARK C | 1 | 13.0% | +18.9% |
| AZIZ, SHEZA ABDUL | 1 | — | — |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18360573 | AUTOMATED EVALUATION OF SOFTWARE ITEMS OF A SOFTWARE DEPLOYMENT PIPELINE | TRAN, TRAVIS VIET | 14d |
| 18531897 | MACHINE LEARNING ALGORITHM RECOMMENDATION | TRAN, TRAVIS VIET | 71d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17237204 | ARTIFICIAL INTELLIGENCE-BASED ATTACH RATE PLANNING FOR COMPUTER-BASED SUPPLY PLANNING MANAGEMENT SYSTEM | LEE, MICHAEL CHRISTOPHER | 100d overdue |
| 17970896 | INTELLIGENT MANANGEMENT OF INVENTORY ITEMS IN AN INFORMATION PROCESSING SYSTEM | GOYEA, OLUSEGUN | 66d overdue |
| 17969434 | AUTOMATICALLY DETERMINING WORK ENVIRONMENT-RELATED ERGONOMIC DATA | LEE, PO HAN | 26d overdue |
| 18781337 | MANAGEMENT OF USAGE AND PERMISSION REQUESTS ASSOCIATED WITH PRODUCTS IN AN INFORMATION PROCESSING SYSTEM | CLARE, MARK C | 4d overdue |
| 18586874 | COMPUTING ENVIRONMENT REMEDIATION BASED ON TRAINED LEARNING MODELS | LOTTICH, JOSHUA P | 4d overdue |
| 18418581 | MACHINE-LEARNING BASED SYSTEM LOG ANOMALY DETECTION AND REMEDIATION | WILSON, YOLANDA L | 3d overdue |
| 17404011 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR SAMPLE MANAGEMENT | PHUNG, STEVEN HUYNH | 15d |
| 18141682 | RESOURCE PRIORITIZATION USING MACHINE LEARNING TECHNIQUES | KAWSAR, ABDULLAH AL | 20d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17237204 | ARTIFICIAL INTELLIGENCE-BASED ATTACH RATE PLANNING FOR COMPUTER-BASED SUPPLY PLANNING MANAGEMENT SYSTEM | LEE, MICHAEL CHRISTOPHER | 100d overdue |
| 18124268 | AUTOMATICALLY GENERATING DEVICE-RELATED TEMPORAL PREDICTIONS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | GONZALES, VINCENT | 58d overdue |
| 18135342 | DYNAMIC ADJUSTMENT OF REQUEST CONFIGURATIONS | LEE, MICHAEL CHRISTOPHER | 35d overdue |
| 18781337 | MANAGEMENT OF USAGE AND PERMISSION REQUESTS ASSOCIATED WITH PRODUCTS IN AN INFORMATION PROCESSING SYSTEM | CLARE, MARK C | 4d overdue |
| 18360573 | AUTOMATED EVALUATION OF SOFTWARE ITEMS OF A SOFTWARE DEPLOYMENT PIPELINE | TRAN, TRAVIS VIET | 14d |
| 18197347 | RESOURCE FORECASTING USING ARTIFICIAL INTELLIGENCE TECHNIQUES | SACKALOSKY, COREY MATTHEW | 15d |
| 18130744 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR PROCESSING DATA | GONZALES, VINCENT | 21d |
| 19050808 | METHODS AND APPARATUS FOR LIVE TEXT-BASED CONVERSATION BETWEEN SMALL AND LARGE GROUPS | TELAN, MICHAEL R | 23d |
| Client (Assignee) | Pending OAs |
|---|---|
| Dell | 83 |
| IBM | 27 |
| MatrixSpace, Inc | 3 |
| LifeLens | 2 |
| Kiswe Mobile | 1 |
| KIPU QUANTUM GMBH | 1 |
| Amber Semiconductor | 1 |
| Blue Ocean Global Corp. | 1 |
| Tracking Concepts LLC | 1 |
| PlanetArt, LLC | 1 |
| Columbia University | 1 |
| Lynq Technologies | 1 |
| KQ2 Enterprises, LLC | 1 |
| Spine Care Technologies, Inc. | 1 |
| Glenmark Life Sciences Limited | 1 |
| EMC IP Holding | 1 |
| Art Unit | Apps |
|---|---|
| 2113 | 6 |
| 2191 | 5 |
| 2898 | 4 |
| 2818 | 4 |
| 2128 | 4 |
| 2125 | 4 |
| 2193 | 3 |
| 2198 | 3 |
| 3623 | 3 |
| 3628 | 2 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19050808 | METHODS AND APPARATUS FOR LIVE TEXT-BASED CONVERSATION BETWEEN SMALL AND LARGE GROUPS | Kiswe Mobile Inc. | TELAN, MICHAEL R | 2426 | §103 | Non-Final OA | 23d | Pending | Feb 11, 2025 |
| 18780747 | MACHINE LEARNING-BASED GENERATION OF THREE-DIMENSIONAL REPRESENTATIONS | DELL PRODUCTS, L.P. | HAKALA, ALAN GREGORY | 2617 | §103 | Non-Final OA | 5d overdue | Pending | Jul 23, 2024 |
| 18781337 | MANAGEMENT OF USAGE AND PERMISSION REQUESTS ASSOCIATED WITH PRODUCTS IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CLARE, MARK C | 3628 | §103 | Non-Final OA | 4d overdue | Pending | Jul 23, 2024 |
| 18762969 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING SERVICE MODE | DELL PRODUCTS, L.P. | AZIZ, SHEZA ABDUL | 2657 | §103 | Non-Final OA | 9d | Pending | Jul 03, 2024 |
| 18756588 | CYBER ATTACK RECONNAISSANCE DETECTION AND PREVENTION | DELL PRODUCTS, L.P. | AHSAN, SYED M | 2491 | §102 | Final Rejection | 30d | Pending | Jun 27, 2024 |
| 18754895 | ARTIFICIAL INTELLIGENCE-BASED AUTHENTICATION SYSTEM WITH PROCESSING OF DATA STRUCTURES | DELL PRODUCTS, L.P. | WYSZYNSKI, AUBREY H | 2434 | §103 | Non-Final OA | 40d | Pending | Jun 26, 2024 |
| 18751555 | DYNAMIC ACCOUNT-RELATED ACTION SYSTEM WITH AUTOMATED PROCESSING OF DATA STRUCTURES | DELL PRODUCTS, L.P. | MALINOWSKI, WALTER J | 2439 | §103 | Non-Final OA | 14d | Pending | Jun 24, 2024 |
| 18743625 | PROACTIVE SYSTEM CONFIGURATION BACKUP AND RESTORATION RESPONSIVE TO HARDWARE COMPONENT FAILURES | DELL PRODUCTS, L.P. | YU, XINYUAN | 2113 | §103 | Non-Final OA | 29d | Pending | Jun 14, 2024 |
| 18739632 | AUTOMATED USER-CENTRIC SERVER MANAGEMENT | DELL PRODUCTS, L.P. | ANYAN, BARBARA BURGESS | 2457 | §102 | Non-Final OA | 21d | Pending | Jun 11, 2024 |
| 18717573 | METHOD FOR THE OPTIMIZATION OF A PORTFOLIO | Kipu Quantum GmbH | POLLOCK, GREGORY A | 3691 | §103 | Final Rejection | — | Pending | Jun 07, 2024 |
| 18674058 | INTELLIGENT POWER DISTRIBUTION AND REGULATION | Amber Semiconductor, Inc. | ZHANG, JUE | 2838 | §102 | Non-Final OA | 6d | Pending | May 24, 2024 |
| 18663849 | BONE SEGMENT TRANSLATION SYSTEM | Blue Ocean Global Corp. | HAMMOND, ELLEN CHRISTINA | 3773 | §102 | Non-Final OA | 6d | Pending | May 14, 2024 |
| 18652961 | SELECTING ISOLATED SPEAKER SIGNAL BY COMPARING TEXT OBTAINED FROM AUDIO AND VIDEO STREAMS | DELL PRODUCTS, L.P. | CRESPO FEBLES, HECTOR J | 2657 | §103 | Non-Final OA | 13d | Pending | May 02, 2024 |
| 18652936 | GESTURE-BASED PROCESSING OF DIGITAL HUMAN RESPONSES | DELL PRODUCTS, L.P. | HAILU, TADESSE | 2174 | §103 | Non-Final OA | 28d | Pending | May 02, 2024 |
| 18652431 | MACHINE LEARNING-BASED USER INTERFACE IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | REPSHER III, JOHN T | 2143 | §103 | Non-Final OA | 17d overdue | Pending | May 01, 2024 |
| 18644701 | SELECTION AND CONFIGURATION OF INPUT-OUTPUT SOFTWARE TOOLS FOR EXECUTION OF INPUT-OUTPUT WORKLOADS | DELL PRODUCTS, L.P. | WOOD, WILLIAM H | 3992 | §103 | Non-Final OA | 12d | Pending | Apr 24, 2024 |
| 18638961 | AUTOMATICALLY GENERATING CONTEXT-BASED DYNAMIC OUTPUTS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | NGUYEN, CAM LINH T | 2161 | §103 | Non-Final OA | 9d | Pending | Apr 18, 2024 |
| 18638298 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR ASSIGNING TEST DEVICE | DELL PRODUCTS, L.P. | VU, TUAN A | 2193 | §103 | Non-Final OA | 29d | Pending | Apr 17, 2024 |
| 18633774 | PERFORMING DATA JOIN OPERATIONS UTILIZING PROBABILISTIC DATA STRUCTURES | DELL PRODUCTS, L.P. | WONG, HUEN | 2168 | §103 | Final Rejection | 14d | Pending | Apr 12, 2024 |
| 18634215 | PATCHING ORCHESTRATION MANAGEMENT USING VERIFICATION OF IDENTIFIED SERVERS | DELL PRODUCTS, L.P. | WU, DAXIN | 2191 | §103 | Non-Final OA | 12d | Pending | Apr 12, 2024 |
| 18634572 | TIME SYNCHRONIZATION BETWEEN CHASSIS COMPONENTS | DELL PRODUCTS, L.P. | PHAN, RAYMOND NGAN | 2175 | Other | Non-Final OA | 45d overdue | Pending | Apr 12, 2024 |
| 18634183 | PREDICTING RESOURCE-RELATED FAILURES USING MULTI-DIMENSIONAL-BASED MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | LIN, KATHERINE Y | 2113 | §102 | Non-Final OA | 15d | Pending | Apr 12, 2024 |
| 18631215 | SYSTEMS AND METHODS FOR TRACKING LOCATION AND MONITORING ENVIRONMENTAL CONDITIONS OF AN ASSET IN TRANSIT | Tracking Concepts LLC | ERB, NATHAN | 3628 | §103 | Final Rejection | 59d overdue | Pending | Apr 10, 2024 |
| 18628407 | ANOMALY-TARGETED DATA COLLECTION | DELL PRODUCTS, L.P. | KUDIRKA, JOSEPH R | 2114 | §103 | Final Rejection | 30d | Pending | Apr 05, 2024 |
| 18620654 | MACHINE LEARNING FOR CLASSIFYING INFORMATION FOR MULTI-CLOUD DEPLOYMENTS | DELL PRODUCTS, L.P. | STRAUB, D'ARCY WINSTON | 2491 | §103 | Final Rejection | 63d | Pending | Mar 28, 2024 |
| 18618687 | CLOUD INSTANCE SIZING AND DEPLOYMENTS USING MACHINE LEARNING | DELL PRODUCTS, L.P. | REYNOLDS, DEBORAH J | 2458 | §103 | Non-Final OA | 8d overdue | Pending | Mar 27, 2024 |
| 18606758 | Filtering Content for Automated User Interactions Using Language Models | Planetart, LLC | SONIFRANK, RICHA MISHRA | 2654 | §103 | Non-Final OA | 5d overdue | Pending | Mar 15, 2024 |
| 18586874 | COMPUTING ENVIRONMENT REMEDIATION BASED ON TRAINED LEARNING MODELS | DELL PRODUCTS, L.P. | LOTTICH, JOSHUA P | 2113 | §101 | Non-Final OA | 4d overdue | Pending | Feb 26, 2024 |
| 18583394 | ARTIFICIAL INTELLIGENCE SYSTEM FOR GENERATING DATABASE CODE FROM NATURAL LANGUAGE INPUTS | Cornell University | COYER, RYAN D | 2191 | §103 | Non-Final OA | 56d overdue | Pending | Feb 21, 2024 |
| 18582029 | MACHINE LEARNING-BASED STABILITY DETERMINATION AND CONTROL OF TEST SCRIPTS FOR TEST CASES | DELL PRODUCTS, L.P. | JEON, JAE UK | 2193 | §101 | Non-Final OA | 63d | Pending | Feb 20, 2024 |
| 18434069 | CLUSTER-BASED AUTOMATED IDENTIFICATION OF SOFTWARE APPLICATION TEST CASES FOR TESTING MICROSERVICES | DELL PRODUCTS, L.P. | PAN, HANG | 2193 | §103 | Non-Final OA | 25d overdue | Pending | Feb 06, 2024 |
| 18432344 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR GENERATING SUPER-RESOLUTION IMAGE MODEL | DELL PRODUCTS, L.P. | DHINGRA, PAWANDEEP | 2683 | §103 | Non-Final OA | 62d | Pending | Feb 05, 2024 |
| 18432169 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR GENERATING SUPER RESOLUTION IMAGE | DELL PRODUCTS, L.P. | DICKERSON, CHAD S | 2683 | §103 | Non-Final OA | 78d | Pending | Feb 05, 2024 |
| 18422772 | AUTOMATED DEPLOYMENT OF RESOURCES USING VALIDATED TEMPLATES | DELL PRODUCTS, L.P. | TRAN, JOSHUA VAN | 2192 | §103 | Final Rejection | 84d | Pending | Jan 25, 2024 |
| 18418581 | MACHINE-LEARNING BASED SYSTEM LOG ANOMALY DETECTION AND REMEDIATION | DELL PRODUCTS, L.P. | WILSON, YOLANDA L | 2113 | §101 | Non-Final OA | 3d overdue | Pending | Jan 22, 2024 |
| 18402370 | METHODS AND SYSTEMS FOR DETECTION AND AVOIDANCE | Matrixspace, Inc. | FRAZIER, BRADY W | 3648 | §103 | Non-Final OA | 49d overdue | Pending | Jan 02, 2024 |
| 18545768 | METHODS AND SYSTEMS FOR IMPLEMENTING AND USING EDGE ARTIFICIAL INTELLIGENCE (AI) SENSOR COLLABORATIVE FUSION | Matrixspace, Inc. | AKINYEMI, AJIBOLA A | 2649 | §103 | Non-Final OA | 53d | Pending | Dec 19, 2023 |
| 18545725 | METHODS AND SYSTEMS FOR EXTENDING THE NETWORK EDGE | Matrixspace, Inc. | ELMEJJARMI, ABDELILLAH | 2462 | §103 | Non-Final OA | 37d overdue | Pending | Dec 19, 2023 |
| 18544582 | GRAPHICAL RENDERING IN A MODULAR SERVER CHASSIS ENVIRONMENT | DELL PRODUCTS, L.P. | VU, KHOA | 2611 | §103 | Non-Final OA | 3d overdue | Pending | Dec 19, 2023 |
| 18543734 | GATE CUT STRUCTURE FOR TRANSISTORS | International Business Machines Corporation | SUN, YU-HSI DAVID | 2817 | §103 | Non-Final OA | 29d | Pending | Dec 18, 2023 |
| 18541370 | ETCH STOP LAYER FOR BACKSIDE POWER DELIVERY NETWORK | International Business Machines Corporation | KIM, JEANNE MYON | 2898 | §103 | Non-Final OA | 84d | Pending | Dec 15, 2023 |
| 18537506 | MODULAR PACKAGE STRUCTURES WITH INTERPOSERS HAVING ALIGNMENT FEATURES | International Business Machines Corporation | NGUYEN, DAO H | 2818 | §102 | Non-Final OA | 10d overdue | Pending | Dec 12, 2023 |
| 18531897 | MACHINE LEARNING ALGORITHM RECOMMENDATION | DELL PRODUCTS, L.P. | TRAN, TRAVIS VIET | 2191 | §103 | Final Rejection | 71d | Pending | Dec 07, 2023 |
| 18532637 | SELF-MANAGING SCHEDULER FOR WORKLOADS IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | HO, ANDY | 2194 | §102 | Non-Final OA | 13d | Pending | Dec 07, 2023 |
| 18521026 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR THREAT NOTIFICATION | DELL PRODUCTS, L.P. | KRAYNAK, JACK PETER | 2668 | §103 | Non-Final OA | 5d overdue | Pending | Nov 28, 2023 |
| 18515560 | SEMICONDUCTOR STRUCTURES HAVING ANGLED DIELECTRIC BARS ATTACHED TO NANOSHEET CHANNEL LAYERS | International Business Machines Corporation | NGUYEN, CUONG B | 2818 | §102 | Non-Final OA | 34d | Pending | Nov 21, 2023 |
| 18514105 | METHOD, ELECTRONIC DEVICE, AND PROGRAM PRODUCT FOR ALLOCATING RESOURCES | DELL PRODUCTS, L.P. | GHAFFARI, ABU Z | 2195 | §103 | Non-Final OA | 15d | Pending | Nov 20, 2023 |
| 18384613 | SECURITY-RELATED RISK DETECTION USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | XIAO, ZESHENG | 3698 | §103 | Non-Final OA | 15d overdue | Pending | Oct 27, 2023 |
| 18495309 | AUTOMATED NAMING MANAGEMENT FOR APPLICATION PROGRAMMING INTERFACES | DELL PRODUCTS, L.P. | MUDRICK, TIMOTHY A | 2198 | §103 | Non-Final OA | 27d | Pending | Oct 26, 2023 |
| 18494961 | MACHINE LEARNING-BASED DEVICE PROVISIONING MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | FAAL, BABOUCARR | 2138 | §103 | Non-Final OA | 11d overdue | Pending | Oct 26, 2023 |
| 18493976 | OFFLOADING EXECUTION OF SERVER-SIDE CODE TO CLIENT DEVICES IN AN INFORMATION TECHNOLOGY INFRASTRUCTURE ENVIRONMENT | DELL PRODUCTS, L.P. | VINCENT, ROSS MICHAEL | 2196 | §103 | Non-Final OA | 8d | Pending | Oct 25, 2023 |
| 18492869 | PRODUCT DESIGN PREDICTION USING MACHINE LEARNING | DELL PRODUCTS, L.P. | OBAID, HAMZEH M | 3624 | §103 | Non-Final OA | 41d | Pending | Oct 24, 2023 |
| 18468279 | DIELECTRIC AND TWO-DIMENSIONAL SEMICONDUCTOR MATERIAL NANOSHEET DEVICES | International Business Machines Corporation | HRNJIC, ADIN | 2817 | §103 | Non-Final OA | 5d overdue | Pending | Sep 15, 2023 |
| 18367809 | MANAGEMENT OF SERVICE MESHES ESTABLISHED BETWEEN VIRTUAL COMPUTING INSTANCES AND EXTERNAL DEVICES | DELL PRODUCTS, L.P. | CHEN, ZHI | 2196 | §103 | Non-Final OA | 45d overdue | Pending | Sep 13, 2023 |
| 18367553 | SCALABLE THIN-FILM RESISTOR STRUCTURE | International Business Machines Corporation | SOWARD, IDA M | 2898 | §112 | Non-Final OA | 27d | Pending | Sep 13, 2023 |
| 18464453 | MONITORING PHYSICAL ACCESS OF DEVICES USING LIGHT-BASED COMMUNICATIONS | DELL PRODUCTS, L.P. | DAILEY, THOMAS J | 2458 | §103 | Non-Final OA | 19d overdue | Pending | Sep 11, 2023 |
| 18459755 | MANAGEMENT OF STATE INFORMATION USING A MESSAGE QUEUE | DELL PRODUCTS, L.P. | MHEIR, ZUHEIR | 2198 | §103 | Non-Final OA | 49d overdue | Pending | Sep 01, 2023 |
| 18238188 | WIRELESS COMMUNICATION SYSTEMS WITH LONG-RANGE, INFRASTRUCTURE-FREE NETWORKING CAPABILITY | Lynq Technologies, Inc. | SLOMS, NICHOLAS | 2476 | §103 | Non-Final OA | 44d overdue | Pending | Aug 25, 2023 |
| 18450064 | DEVICE AUTHENTICATION USING LIGHT-BASED COMMUNICATIONS AND CONFIGURABLE SURFACES | DELL PRODUCTS, L.P. | MAHMOUDI, RODMAN ALEXANDER | 2499 | §103 | Non-Final OA | 3d overdue | Pending | Aug 15, 2023 |
| 18446766 | AUTOMATED SEMANTIC COMPARISON FOR REPRESENTING AN IMPACT BETWEEN DIFFERENT VERSIONS OF A SOFTWARE PACKAGE | DELL PRODUCTS, L.P. | WEI, ZENGPU | 2197 | §103 | Non-Final OA | 27d | Pending | Aug 09, 2023 |
| 18361349 | INTERCONNECT STRUCTURES WITH OVERLAPPING METAL VIAS | International Business Machines Corporation | YUSHINA, GALINA G | 2811 | §103 | Non-Final OA | 21d | Pending | Jul 28, 2023 |
| 18360576 | EVALUATION OF SOFTWARE DEPLOYMENT PIPELINE STAGES BY APPLYING SOFTWARE TESTING CHECKERS | DELL PRODUCTS, L.P. | LYONS, ANDREW M | 2191 | §103 | Non-Final OA | 17d overdue | Pending | Jul 27, 2023 |
| 18360573 | AUTOMATED EVALUATION OF SOFTWARE ITEMS OF A SOFTWARE DEPLOYMENT PIPELINE | DELL PRODUCTS, L.P. | TRAN, TRAVIS VIET | 2191 | §103 | Non-Final OA | 14d | Pending | Jul 27, 2023 |
| 18356386 | METAL-INSULATOR-METAL CAPACITOR VIA STRUCTURES | International Business Machines Corporation | MOJADDEDI, OMAR F | 2898 | §102 | Non-Final OA | 6d | Pending | Jul 21, 2023 |
| 18352007 | DEVICE ONBOARDING ON SECURE NETWORKS | DELL PRODUCTS, L.P. | LEWIS, LISA C | 2495 | §103 | Non-Final OA | 30d overdue | Pending | Jul 13, 2023 |
| 18215312 | DIALOGUE STATE TRACKING WITH IN-CONTEXT TUNING | International Business Machines Corporation | HWA, SHYUE JIUNN | 2156 | §103 | Non-Final OA | 15d overdue | Pending | Jun 28, 2023 |
| 18330452 | TERNARY QUANTUM STATE READOUT USING BINARY-OUTCOME MID-CIRCUIT MEASUREMENTS | International Business Machines Corporation | BAKER, EZRA JAMES | 2126 | §103 | Non-Final OA | 8d | Pending | Jun 07, 2023 |
| 18326258 | FILE PROTECTION USING EVALUATION OF FILE-SPECIFIC VALUES | DELL PRODUCTS, L.P. | LITTLE, VANCE M | 2494 | §102 | Non-Final OA | 23d | Pending | May 31, 2023 |
| 18325263 | DIGITIZED DEVICE REGULATORY LABELS FOR INFORMATION TECHNOLOGY ASSETS | DELL PRODUCTS, L.P. | SHORTER, RASHIDA R | 3626 | §102 | Final Rejection | 75d | Pending | May 30, 2023 |
| 18199148 | AUTOMATED LOCALIZATION OF MICROSERVICES | DELL PRODUCTS, L.P. | ONAT, UMUT | 2194 | §103 | Non-Final OA | 28d overdue | Pending | May 18, 2023 |
| 18318976 | DETERMINISTIC ENFORCEMENT OF DIGITAL CERTIFICATE AMENDMENTS | DELL PRODUCTS, L.P. | DOAN, HIEN VAN | 2449 | §103 | Non-Final OA | 7d | Pending | May 17, 2023 |
| 18197383 | DYNAMIC ACTION CLASSIFICATION USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | BROCKINGTON III, WILLIAM S | 3623 | §103 | Non-Final OA | 20d | Pending | May 15, 2023 |
| 18197347 | RESOURCE FORECASTING USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | SACKALOSKY, COREY MATTHEW | 2128 | §103 | Non-Final OA | 15d | Pending | May 15, 2023 |
| 18196549 | TASK-RELATED DATA PROCESSING USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | PUJOLS-CRUZ, MARJORIE | 3624 | §103 | Non-Final OA | 42d overdue | Pending | May 12, 2023 |
| 18144294 | METHOD, DEVICE, AND PRODUCT FOR GENERATING USE CASE INTERFACE IN NEUROMORPHIC COMPUTATION | DELL PRODUCTS, L.P. | HOANG, AMY P | 2143 | §103 | Non-Final OA | 3d overdue | Pending | May 08, 2023 |
| 18141682 | RESOURCE PRIORITIZATION USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | KAWSAR, ABDULLAH AL | 2127 | §101 | Non-Final OA | 20d | Pending | May 01, 2023 |
| 18135342 | DYNAMIC ADJUSTMENT OF REQUEST CONFIGURATIONS | DELL PRODUCTS, L.P. | LEE, MICHAEL CHRISTOPHER | 2128 | §103 | Non-Final OA | 35d overdue | Pending | Apr 17, 2023 |
| 18134066 | Automated Error Resolution in a Software Deployment Pipeline | DELL PRODUCTS, L.P. | WILSON, YOLANDA L | 2113 | §101 | Non-Final OA | 28d | Pending | Apr 13, 2023 |
| 18131732 | NAIL FILING, BUFFING AND COLOR CHANGING SYSTEM | Kq2 Enterprises, LLC | NOBREGA, TATIANA L | 3799 | §103 | Non-Final OA | 29d overdue | Pending | Apr 06, 2023 |
| 18130744 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR PROCESSING DATA | DELL PRODUCTS, L.P. | GONZALES, VINCENT | 2124 | §103 | Non-Final OA | 21d | Pending | Apr 04, 2023 |
| 18124268 | AUTOMATICALLY GENERATING DEVICE-RELATED TEMPORAL PREDICTIONS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | GONZALES, VINCENT | 2124 | §103 | Non-Final OA | 58d overdue | Pending | Mar 21, 2023 |
| 18122996 | DEVICE RECOVERY USING SELECTION OF AN ALTERNATE BIOS | DELL PRODUCTS, L.P. | PATEL, KAMINI B | 2114 | §103 | Non-Final OA | 16d | Pending | Mar 17, 2023 |
| 18114197 | PARAMETRIC META-LEARNING DECISIONING IN INFORMATION PROCESSING SYSTEM ENVIRONMENT | DELL PRODUCTS, L.P. | WERNER, MARSHALL L | 2125 | §103 | Final Rejection | 41d | Pending | Feb 24, 2023 |
| 18112256 | PREDICTIVE ANOMALY DETECTION AND FAULT ISOLATION IN INFORMATION PROCESSING SYSTEM ENVIRONMENT | DELL PRODUCTS, L.P. | LOTTICH, JOSHUA P | 2113 | §101 | Final Rejection | 42d | Pending | Feb 21, 2023 |
| 18110501 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR GENERATING SEGMENTED IMAGES | DELL PRODUCTS, L.P. | CHOI, TIMOTHY WING HO | 2671 | §103 | Non-Final OA | 30d overdue | Pending | Feb 16, 2023 |
| 18110057 | SENTIMENT-BASED ADAPTATIONS OF VIRTUAL ENVIRONMENTS | DELL PRODUCTS, L.P. | BLANCHA, JONATHAN M | 2623 | §103 | Non-Final OA | 258d overdue | Pending | Feb 15, 2023 |
| 18107610 | CACHE MANAGEMENT FOR WEB APPLICATION COMPONENTS | DELL PRODUCTS, L.P. | DOAN, HAN V | 2137 | §103 | Non-Final OA | 70d overdue | Pending | Feb 09, 2023 |
| 18103273 | UTILIZING POWER INFRASTRUCTURE TO PROVIDE STABLE REFERENCE FREQUENCY | International Business Machines Corporation | SURYAWANSHI, SURESH | 2116 | §103 | Non-Final OA | 8d | Pending | Jan 30, 2023 |
| 18099586 | CHARACTERIZING COMPUTER INFRASTRUCTURE USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | GORMLEY, AARON PATRICK | 2148 | §101 | Final Rejection | 21d | Pending | Jan 20, 2023 |
| 18098931 | DETECTING SOFTWARE CODE ANOMALIES BASED ON ORGANIZATIONAL INFORMATION | DELL PRODUCTS, L.P. | SMITH, CHENECA | 2192 | §101 | Non-Final OA | 62d | Pending | Jan 19, 2023 |
| 18098790 | AUTOMATED PRE-PROCESSING FOR TWO-DIMENSIONAL TO THREE-DIMENSIONAL MODELING ACCELERATION | DELL PRODUCTS, L.P. | BONANSINGA, AARON TIMOTHY | 2673 | §103 | Final Rejection | 34d | Pending | Jan 19, 2023 |
| 18093713 | VIA STRUCTURE WITHOUT LINER INTERFACE | International Business Machines Corporation | TRAN, TONY | 2893 | §103 | Non-Final OA | 11d overdue | Pending | Jan 05, 2023 |
| 18010132 | WEARABLE SENSOR SYSTEM CONFIGURED FOR ALERTING FIRST RESPONDERS AND LOCAL CAREGIVERS | Lifelens Technologies, Inc. | DOWNEY, JOHN R | 3792 | §101 | Non-Final OA | 28d | Pending | Dec 13, 2022 |
| 18078380 | GENERATING AND PROCESSING DIGITAL ASSET INFORMATION CHAINS USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | HALE, BROOKS T | 2166 | §103 | Non-Final OA | 45d overdue | Pending | Dec 09, 2022 |
| 18077374 | GATE CONTROL FOR STAGGERED STACKED FIELD-EFFECT TRANSISTORS | International Business Machines Corporation | ROLAND, CHRISTOPHER M | 2893 | §103 | Non-Final OA | 30d | Pending | Dec 08, 2022 |
| 17927035 | NON-INVASIVE DETECTION OF ANOMALOUS PHYSIOLOGIC EVENTS INDICATIVE OF HYPOVOLEMIC SHOCK OF A SUBJECT | Lifelens Technologies, Inc. | HADDAD, MOUSSA MAHER | 3796 | §103 | Final Rejection | 79d | Pending | Nov 22, 2022 |
| 17989344 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR ALLOCATING WORKLOAD | DELL PRODUCTS, L.P. | MOTTER, JORDAN SCOTT | 2198 | §103 | Non-Final OA | 26d overdue | Pending | Nov 17, 2022 |
| 17976965 | AUTHENTICATION SERVICE FOR AUTOMATED DISTRIBUTION AND REVOCATION OF SHARED CREDENTIALS | DELL PRODUCTS, L.P. | DHAKAD, RUPALI | 2437 | §103 | Final Rejection | 34d | Pending | Oct 31, 2022 |
| 17970896 | INTELLIGENT MANANGEMENT OF INVENTORY ITEMS IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | GOYEA, OLUSEGUN | 3627 | §101 | Non-Final OA | 66d overdue | Pending | Oct 21, 2022 |
| 17971082 | AUTOMATED DATA ARCHIVAL FRAMEWORK USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | VAUGHN, RYAN C | 2125 | §103 | Non-Final OA | 15d | Pending | Oct 21, 2022 |
| 17969434 | AUTOMATICALLY DETERMINING WORK ENVIRONMENT-RELATED ERGONOMIC DATA | DELL PRODUCTS, L.P. | LEE, PO HAN | 3623 | §101 | Final Rejection | 26d overdue | Pending | Oct 19, 2022 |
| 17956114 | SEMICONDUCTOR STRUCTURES WITH STACKED INTERCONNECTS | International Business Machines Corporation | KARIMY, TIMOR | 2818 | §102 | Non-Final OA | 16d | Pending | Sep 29, 2022 |
| 17955001 | INTERCONNECT WITH DISCONNECTED LINER AND METAL CAP | International Business Machines Corporation | DIAZ, JOSE R | 2815 | §103 | Non-Final OA | 27d | Pending | Sep 28, 2022 |
| 17950293 | BACKSIDE SIGNAL INTEGRATION THROUGH VIA TO SIGNAL LINE CONNECTION | International Business Machines Corporation | ENAD, CHRISTINE A | 2811 | §103 | Final Rejection | 78d | Pending | Sep 22, 2022 |
| 17950464 | PREDICTING STATES FROM PATIENT-CAREGIVER DYADIC BIOMARKER DATA USING ARTIFICIAL INTELLIGENCE | International Business Machines Corporation | SZUMNY, JONATHON A | 3686 | §103 | Final Rejection | 14d | Pending | Sep 22, 2022 |
| 17896631 | STACKED DEVICE VIA TO POWER ELEMENT STRUCTURE | International Business Machines Corporation | MARIN, JACOB RAUL | 2818 | §103 | Final Rejection | 34d | Pending | Aug 26, 2022 |
| 17889615 | SEMICONDUCTOR STRUCTURES WITH BACK SIDE TRANSISTOR DEVICES | International Business Machines Corporation | PROSTOR, ANDREW VICTOR | 2812 | §103 | Non-Final OA | 8d overdue | Pending | Aug 17, 2022 |
| 17867181 | DETERMINING VIRTUAL MACHINE CONFIGURATION BASED ON APPLICATION SOURCE CODE | DELL PRODUCTS, L.P. | NGUYEN, AN-AN NGOC | 2195 | §103 | Non-Final OA | 2d overdue | Pending | Jul 18, 2022 |
| 17857222 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DETECTING MODEL DRIFT | DELL PRODUCTS, L.P. | WU, NICHOLAS S | 2148 | §103 | Non-Final OA | 30d | Pending | Jul 05, 2022 |
| 17828347 | INTELLIGENT BALANCING OF ITEMS MANAGED IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CRAWLEY, TALIA F | 3627 | §103 | Non-Final OA | 14d | Pending | May 31, 2022 |
| 17749942 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR MOLECULAR DOCKING | DELL PRODUCTS, L.P. | WHITE, JAY MICHAEL | 2188 | §103 | Final Rejection | 34d | Pending | May 20, 2022 |
| 17726758 | INTELLIGENT PREDICTION FOR EQUIPMENT MANUFACTURING MANAGEMENT SYSTEM | DELL PRODUCTS, L.P. | KASSIM, HAFIZ A | 3623 | §103 | Final Rejection | 19d | Pending | Apr 22, 2022 |
| 17765343 | MULTI-FUNCTION FRAME POSITIONING DEVICE | Spine Care Technologies, Inc. | TOICH, SARA KATHERINE | 3785 | §103 | Final Rejection | 34d | Pending | Mar 30, 2022 |
| 17678276 | AUTOMATED CODE-MIXED NATURAL LANGUAGE PROCESSING FOR ARTIFICIAL INTELLIGENCE-BASED QUESTION ANSWERING TECHNIQUES | International Business Machines Corporation | LU, HWEI-MIN | 2142 | §103 | Final Rejection | 30d | Pending | Feb 23, 2022 |
| 17624595 | PROCESS FOR PREPARATION OF EDOXABAN | Glenmark Life Sciences Limited | SCHACHERMEYER, SAMANTHA LYNN | 1693 | §103 | Non-Final OA | 12d | Pending | Jan 04, 2022 |
| 17541879 | SEMICONDUCTOR STRUCTURES WITH LOW TOP CONTACT RESISTANCE | International Business Machines Corporation | CRAMER, HALEE PAIGE | 2891 | §102 | Final Rejection | 61d | Pending | Dec 03, 2021 |
| 17540660 | PRIVACY-PRESERVING CLASS LABEL STANDARDIZATION IN FEDERATED LEARNING SETTINGS | International Business Machines Corporation | GALVIN-SIEBENALER, PAUL MICHAEL | 2147 | §103 | Non-Final OA | 27d | Pending | Dec 02, 2021 |
| 17538221 | AUTOMATICALLY GENERATING FACTSHEETS FOR ARTIFICIAL INTELLIGENCE-BASED QUESTION ANSWERING SYSTEMS | International Business Machines Corporation | SCHALLHORN, TYLER J | 2144 | §103 | Non-Final OA | 13d | Pending | Nov 30, 2021 |
| 17526183 | GENERATING GREENHOUSE GAS EMISSIONS ESTIMATIONS ASSOCIATED WITH LOGISTICS CONTEXTS USING MACHINE LEARNING TECHNIQUES | International Business Machines Corporation | SINGLETARY, TYRONE E | 3625 | — | Final Rejection | 49d overdue | Pending | Nov 15, 2021 |
| 17506888 | MODULARIZED DIGITAL TWIN CREATION FOR PHYSICAL INFRASTRUCTURE OF COMPUTING ENVIRONMENT | DELL PRODUCTS, L.P. | KIM, EUNHEE | 2188 | §103 | Non-Final OA | 29d | Pending | Oct 21, 2021 |
| 17479794 | BOTTOM JUNCTION AND CONTACT AREA STRUCTURES FOR VERTICAL TRANSPORT FIELD-EFFECT TRANSISTORS | International Business Machines Corporation | PRIDEMORE, NATHAN ANDREW | 2898 | §103 | Final Rejection | 1d overdue | Pending | Sep 20, 2021 |
| 17470763 | MULTI-OBJECTIVE MACHINE LEARNING WITH MODEL AND HYPERPARAMETER OPTIMIZATION FUSION | International Business Machines Corporation | VANWORMER, SKYLAR K | 2146 | §103 | Non-Final OA | 4d overdue | Pending | Sep 09, 2021 |
| 17468860 | AUTOMATED TOPOLOGY-AWARE DEEP LEARNING INFERENCE TUNING | DELL PRODUCTS, L.P. | SACKALOSKY, COREY MATTHEW | 2128 | §103 | Final Rejection | 70d | Pending | Sep 08, 2021 |
| 17404011 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR SAMPLE MANAGEMENT | EMC Ip Holding Company LLC | PHUNG, STEVEN HUYNH | 2125 | §101 | Non-Final OA | 15d | Pending | Aug 17, 2021 |
| 17362114 | AUTOMATED HYPERPARAMETER TUNING IN MACHINE LEARNING ALGORITHMS | DELL PRODUCTS, L.P. | THAI, JASMINE THANH | 2129 | §103 | Final Rejection | — | Pending | Jun 29, 2021 |
| 17353978 | DATA QUALITY ASSESSMENT FOR UNSUPERVISED MACHINE LEARNING | International Business Machines Corporation | PRESSLY, KURT NICHOLAS | 2125 | §103 | Non-Final OA | 26d | Pending | Jun 22, 2021 |
| 17237204 | ARTIFICIAL INTELLIGENCE-BASED ATTACH RATE PLANNING FOR COMPUTER-BASED SUPPLY PLANNING MANAGEMENT SYSTEM | DELL PRODUCTS, L.P. | LEE, MICHAEL CHRISTOPHER | 2128 | §101 | Non-Final OA | 100d overdue | Pending | Apr 22, 2021 |
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