Prosecution Insights
Prosecution Insights
175 pending office actions • 10 clients • 165 examiners • 91 art units • 0 of 175 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 57 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. 57 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 | 10 (6%) |
| §101 + other | 45 (26%) |
| §103 only | 73 (42%) |
| §102 only | 7 (4%) |
| §112 only | 1 (1%) |
| Double-patenting only | 1 (1%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 34 (19%) |
| No statute on record | 3 (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 |
|---|---|---|---|
| HAN, BYUNGKWON | 3 | 25.0% | +75.0% |
| AGUILERA, TODD | 2 | 57.4% | +57.3% |
| SOWARD, IDA M | 2 | 93.3% | +5.5% |
| LOTTICH, JOSHUA P | 2 | 90.6% | +4.1% |
| LEE, MICHAEL CHRISTOPHER | 2 | 62.1% | +26.4% |
| LIN, HSING CHUN | 2 | 60.7% | +81.4% |
| OBAID, HAMZEH M | 2 | 38.2% | +22.3% |
| SMITH, BRIAN M | 2 | 52.1% | +37.5% |
| TRAN, TONY | 2 | 70.7% | +33.7% |
| LIN, JESSICA YIFANG | 1 | 81.8% | -3.3% |
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 |
|---|---|---|---|
| 18124268 | AUTOMATICALLY GENERATING DEVICE-RELATED TEMPORAL PREDICTIONS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | GONZALES, VINCENT | 58d overdue |
| 18459755 | MANAGEMENT OF STATE INFORMATION USING A MESSAGE QUEUE | MHEIR, ZUHEIR | 49d overdue |
| 18196549 | TASK-RELATED DATA PROCESSING USING MACHINE LEARNING TECHNIQUES | PUJOLS-CRUZ, MARJORIE | 42d overdue |
| 18545725 | METHODS AND SYSTEMS FOR EXTENDING THE NETWORK EDGE | ELMEJJARMI, ABDELILLAH | 37d overdue |
| 18135342 | DYNAMIC ADJUSTMENT OF REQUEST CONFIGURATIONS | LEE, MICHAEL CHRISTOPHER | 35d overdue |
| 17969434 | AUTOMATICALLY DETERMINING WORK ENVIRONMENT-RELATED ERGONOMIC DATA | LEE, PO HAN | 26d overdue |
| 18652431 | MACHINE LEARNING-BASED USER INTERFACE IN AN INFORMATION PROCESSING SYSTEM | REPSHER III, JOHN T | 17d overdue |
| 18360576 | EVALUATION OF SOFTWARE DEPLOYMENT PIPELINE STAGES BY APPLYING SOFTWARE TESTING CHECKERS | LYONS, ANDREW M | 17d overdue |
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 |
|---|---|---|---|
| 18135342 | DYNAMIC ADJUSTMENT OF REQUEST CONFIGURATIONS | LEE, MICHAEL CHRISTOPHER | 35d overdue |
| 18093713 | VIA STRUCTURE WITHOUT LINER INTERFACE | TRAN, TONY | 11d overdue |
| 18492869 | PRODUCT DESIGN PREDICTION USING MACHINE LEARNING | OBAID, HAMZEH M | 41d |
| 18760149 | Untitled | AGUILERA, TODD | — |
| 18436346 | METHOD, DEVICE, MEDIUM, AND PROGRAM PRODUCT FOR TRAINING QUESTION-ANSWER SYSTEM | LEE, MICHAEL CHRISTOPHER | — |
| 18433719 | INPUT-OUTPUT SCHEDULING FOR VIRTUALIZED COMPUTING INSTANCES SENDING INPUT-OUTPUT REQUESTS TO SHARED STORAGE | LIN, HSING CHUN | — |
| 18419012 | STORAGE SYSTEM WITH ADAPTIVE PRIORITIZATION OF BACKGROUND PROCESSES | LIN, HSING CHUN | — |
| 18392541 | AUTOMATED SCHEDULING OF SOFTWARE APPLICATION TEST CASE EXECUTION ON INFORMATION TECHNOLOGY ASSETS | AGUILERA, TODD | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Dell | 117 |
| IBM | 49 |
| MatrixSpace, Inc | 2 |
| KIPU QUANTUM GMBH | 1 |
| Blue Ocean Global Corp. | 1 |
| Columbia University | 1 |
| Lynq Technologies | 1 |
| Smartly.Io Solutions OY | 1 |
| Glenmark Life Sciences Limited | 1 |
| EMC Ip Holding Comnpany LLC | 1 |
| Art Unit | Apps |
|---|---|
| 2198 | 5 |
| 2113 | 4 |
| 3623 | 4 |
| 2899 | 4 |
| 4100 | 4 |
| 2817 | 4 |
| 2195 | 4 |
| 2898 | 4 |
| 3624 | 4 |
| 2121 | 4 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18747541 | Untitled | DELL PRODUCTS, L.P. | LIN, JESSICA YIFANG | 2668 | §102§103 | Final Rejection | — | Pending | |
| 18765461 | Untitled | DELL PRODUCTS, L.P. | RIDER, JUSTIN W | 2486 | §101§112 | Non-Final OA | — | Pending | |
| 18760149 | Untitled | DELL PRODUCTS, L.P. | AGUILERA, TODD | §101§103 | Non-Final OA | — | Pending | ||
| 18944523 | Untitled | DELL PRODUCTS, L.P. | WADE-WRIGHT, SHAQUEAL D | §103 | Non-Final OA | — | Pending | ||
| 18635251 | Untitled | International Business Machines Corporation | KINKEAD, ARNOLD M | §103 | Non-Final OA | — | Pending | ||
| 19003638 | AUTOMATED FAULT SET CONFIGURATION FOR DISTRIBUTED STORAGE SYSTEMS | DELL PRODUCTS, L.P. | BRYAN, JASON B | 2114 | §103 | Final Rejection | — | Pending | Dec 27, 2024 |
| 18951974 | SEQUENTIAL LOGGING OF SIGNALS IN A COMMUNICATION FABRIC | International Business Machines Corporation | MEHRMANESH, ELMIRA | 2113 | §103 | Final Rejection | — | Pending | Nov 19, 2024 |
| 18926677 | RENDERING WORKLOAD COMPLIANCE MANAGEMENT IN A MULTI-COMPUTING INFRASTRUCTURE ENVIRONMENT | DELL PRODUCTS, L.P. | WU, CHONG | 2613 | DP | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18924223 | SENDING COMMUNICATION DATA TO NODES IN A COMMUNICATION FABRIC | International Business Machines Corporation | BARTELS, CHRISTOPHER A. | 2184 | §103 | Final Rejection | — | Pending | Oct 23, 2024 |
| 18893120 | MACHINE LEARNING-BASED PROCESSING OF ENVIRONMENTAL DATA WITH TEMPORAL DYNAMICS AND SPATIAL AWARENESS INFORMATION | DELL PRODUCTS, L.P. | ORANGE, DAVID BENJAMIN | 2663 | §103 | Non-Final OA | — | Pending | Sep 23, 2024 |
| 18783846 | METHODS AND SYSTEMS FOR FLYING SMALL OBJECT DETECTION USING RADAR | Matrixspace, Inc. | HALLORAN, THOMAS JAMES | 3648 | §102§103§112 | Non-Final OA | — | Pending | Jul 25, 2024 |
| 18781337 | MANAGEMENT OF USAGE AND PERMISSION REQUESTS ASSOCIATED WITH PRODUCTS IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CLARE, MARK C | 3628 | §101§103§112 | Non-Final OA | 4d overdue | Pending | Jul 23, 2024 |
| 18780747 | MACHINE LEARNING-BASED GENERATION OF THREE-DIMENSIONAL REPRESENTATIONS | DELL PRODUCTS, L.P. | HAKALA, ALAN GREGORY | 2617 | §103 | Final Rejection | 5d 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 | Final Rejection | 9d | Pending | Jul 03, 2024 |
| 18756588 | CYBER ATTACK RECONNAISSANCE DETECTION AND PREVENTION | DELL PRODUCTS, L.P. | AHSAN, SYED M | 2491 | §102 | Non-Final OA | 30d | Pending | Jun 27, 2024 |
| 18751555 | DYNAMIC ACCOUNT-RELATED ACTION SYSTEM WITH AUTOMATED PROCESSING OF DATA STRUCTURES | DELL PRODUCTS, L.P. | MALINOWSKI, WALTER J | 2439 | §103 | Final Rejection | 14d | Pending | Jun 24, 2024 |
| 18743286 | NETWORK DEPLOYMENT RECOMMENDATION USING MACHINE LEARNING | DELL PRODUCTS, L.P. | NGUYEN, STEVEN C | 2451 | §103 | Final Rejection | — | Pending | Jun 14, 2024 |
| 18717573 | METHOD FOR THE OPTIMIZATION OF A PORTFOLIO | Kipu Quantum GmbH | POLLOCK, GREGORY A | 3691 | §101 | Final Rejection | — | Pending | Jun 07, 2024 |
| 18680455 | INFORMATION MODELING FOR INFRASTRUCTURE LIFECYCLE MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | GUILIANO, CHARLES A | 3623 | §101§102 | Non-Final OA | — | Pending | May 31, 2024 |
| 18678429 | MACHINE LEARNING-BASED TRAINING MANAGEMENT | DELL PRODUCTS, L.P. | MORRIS, JOHN J | 2152 | §103 | Final Rejection | — | Pending | May 30, 2024 |
| 18678989 | METHOD, ELECTRONIC DEVICE, AND PROGRAM PRODUCT FOR LARGE LANGUAGE MODEL | DELL PRODUCTS, L.P. | SERRAGUARD, SEAN ERIN | 2657 | §102§103§112 | Final Rejection | — | Pending | May 30, 2024 |
| 18675327 | METHOD, DEVICE, AND PRODUCT FOR DETECTING CIRCUIT BOARD | DELL PRODUCTS, L.P. | CAMMARATA, MICHAEL ROBERT | 3648 | §103 | Non-Final OA | — | Pending | May 28, 2024 |
| 18675497 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR VERIFYING PASSWORD | DELL PRODUCTS, L.P. | LESNIEWSKI, VICTOR D | 2493 | §103 | Non-Final OA | — | Pending | May 28, 2024 |
| 18673845 | MACHINE LEARNING-BASED MANAGEMENT OF BACKUP OPERATIONS | DELL PRODUCTS, L.P. | FOROUHARNEJAD, FAEZEH | 2166 | §103 | Final Rejection | — | Pending | May 24, 2024 |
| 18668475 | DIELECTRIC INNER SPACERS FOR NANOSHEET TRANSISTORS | International Business Machines Corporation | YI, CHANGHYUN | §102§103 | Non-Final OA | — | Pending | May 20, 2024 | |
| 18667452 | CONTROLLING DEPLOYMENT OF SOFTWARE UTILIZING MACHINE LEARNING-BASED SOFTWARE DEFECT PREDICTION | DELL PRODUCTS, L.P. | KABIR, MOHAMMAD H | 2192 | §103 | Non-Final OA | — | Pending | May 17, 2024 |
| 18663849 | BONE SEGMENT TRANSLATION SYSTEM | Blue Ocean Global Corp. | HAMMOND, ELLEN CHRISTINA | 3773 | §102 | Non-Final OA | 6d | Pending | May 14, 2024 |
| 18661052 | AUTOMATED RESOURCE FORECASTING USING STATISTICAL ANALYSIS AND MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | CHU JOY, JORGE A | §103 | Non-Final OA | — | Pending | May 10, 2024 | |
| 18655753 | Collective Scaling For Computing Environments | DELL PRODUCTS, L.P. | TRUONG, LECHI | §101§103 | Non-Final OA | — | Pending | May 06, 2024 | |
| 18652990 | PAUSE-BASED TEXT-TO-SPEECH PROCESSING FOR DIGITAL HUMANS | DELL PRODUCTS, L.P. | PATEL, SHREYANS A | 2659 | §101§103 | Non-Final OA | — | Pending | May 02, 2024 |
| 18652926 | IDENTITY-BASED VARIED DIGITAL HUMAN RESPONSES | DELL PRODUCTS, L.P. | SHAW, PETER C | 2493 | §103 | Non-Final OA | — | Pending | May 02, 2024 |
| 18653556 | ADAPTIVE RESOURCE ALLOCATION | DELL PRODUCTS, L.P. | DASCOMB, JACOB D | §101§103§112 | Non-Final OA | — | Pending | May 02, 2024 | |
| 18652977 | PHONEME-BASED PRONUNCIATIONS FOR DIGITAL HUMANS | DELL PRODUCTS, L.P. | SAINT CYR, LEONARD | 2658 | §103 | Non-Final OA | — | Pending | May 02, 2024 |
| 18652431 | MACHINE LEARNING-BASED USER INTERFACE IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | REPSHER III, JOHN T | 2143 | §101§102§103§112 | Final Rejection | 17d overdue | Pending | May 01, 2024 |
| 18650517 | APPLICATION PROGRAMMING INTERFACE MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CAO, DIEM K | §101§102§103§112 | Non-Final OA | — | Pending | Apr 30, 2024 | |
| 18648973 | REINFORCEMENT LEARNING-BASED MOVEMENT OF CONTAINERS USING CONTAINER POWER CONSUMPTION INFORMATION | DELL PRODUCTS, L.P. | BULLOCK JR, LEWIS ALEXANDER | §103 | Non-Final OA | — | Pending | Apr 29, 2024 | |
| 18647251 | COMPUTATIONAL RESOURCE MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | ANYA, CHARLES E | §103 | Non-Final OA | — | Pending | Apr 26, 2024 | |
| 18647561 | AUTOMATICALLY DETECTING BIAS IN ARTIFICIAL INTELLIGENCE MODELS | DELL PRODUCTS, L.P. | WOO, ISAAC M | §102 | Non-Final OA | — | Pending | Apr 26, 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§112 | Final Rejection | 12d | Pending | Apr 24, 2024 |
| 18642366 | MULTI-MODAL DATA DISTRIBUTION IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CRAWLEY, TALIA F | 3627 | §101§102 | Non-Final OA | — | Pending | Apr 22, 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 |
| 18634212 | CONTEXT-BASED SOFTWARE ENGINEERING USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | NGUYEN, PHILLIP H | 2191 | §101§103 | Non-Final OA | — | Pending | Apr 12, 2024 |
| 18628407 | ANOMALY-TARGETED DATA COLLECTION | DELL PRODUCTS, L.P. | KUDIRKA, JOSEPH R | 2114 | §101 | Non-Final OA | 30d | Pending | Apr 05, 2024 |
| 18626674 | DEEP VIA STRUCTURES FOR STACKED TRANSISTOR DEVICES | International Business Machines Corporation | MICKEY, TERESA NICOLE | §102§103 | Non-Final OA | — | Pending | Apr 04, 2024 | |
| 18620542 | TESTING STRUCTURES FOR MULTI-LEVEL TESTING OF SEMICONDUCTOR DEVICES | International Business Machines Corporation | BENTON, CHLOE ELAINE | 2899 | §102§112 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18616911 | SUSPENSION REGION CONFIGURATION FOR SEMICONDUCTOR DEVICES | International Business Machines Corporation | SOWARD, IDA M | §102§112 | Non-Final OA | — | Pending | Mar 26, 2024 | |
| 18608426 | NANOSHEET CHANNEL LAYER OF VARYING THICKNESSES | International Business Machines Corporation | ANDERSON, ERIK ARTHUR | 4100 | §102§103 | Non-Final OA | — | Pending | Mar 18, 2024 |
| 18604150 | WRAP AROUND METAL CONTACT | International Business Machines Corporation | PARTHASARATHY, ROHIT | 4100 | §102§103 | Non-Final OA | — | Pending | Mar 13, 2024 |
| 18601418 | MIGRATION OF VIRTUAL MACHINE DATA BETWEEN DISTINCT STORAGE ENVIRONMENTS | DELL PRODUCTS, L.P. | TRAM, TIEN THANH | §103 | Non-Final OA | — | Pending | Mar 11, 2024 | |
| 18594167 | CELLS WITH INTEGRATED PROTECTION DIODES | International Business Machines Corporation | DUREN, TIMOTHY EDWARD | 2817 | §102 | Non-Final OA | — | Pending | Mar 04, 2024 |
| 18589327 | MACHINE LEARNING-BASED QUERY PROCESSING OF DOCUMENTS INCLUDING TABULAR DATA STRUCTURES | DELL PRODUCTS, L.P. | KAZEMINEZHAD, FARZAD | 2653 | §101§102§103 | Non-Final OA | — | Pending | Feb 27, 2024 |
| 18586874 | COMPUTING ENVIRONMENT REMEDIATION BASED ON TRAINED LEARNING MODELS | DELL PRODUCTS, L.P. | LOTTICH, JOSHUA P | 2113 | §101 | Final Rejection | 4d overdue | Pending | Feb 26, 2024 |
| 18583189 | DETERMINING SECURITY RISKS RELATED TO LOCAL ADMINISTRATOR RIGHTS ACTIVITY | DELL PRODUCTS, L.P. | JAKOVAC, RYAN J | 2445 | §103 | Non-Final OA | — | Pending | Feb 21, 2024 |
| 18436444 | ASSET ACCESS TAG AND USES THEREOF | DELL PRODUCTS, L.P. | ALAM, FAYYAZ | 2646 | §103 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18436346 | METHOD, DEVICE, MEDIUM, AND PROGRAM PRODUCT FOR TRAINING QUESTION-ANSWER SYSTEM | DELL PRODUCTS, L.P. | LEE, MICHAEL CHRISTOPHER | §101§103 | Non-Final OA | — | Pending | Feb 08, 2024 | |
| 18435164 | PLUGGABLE MANAGEMENT MODULES FOR COMPUTING DEVICES | DELL PRODUCTS, L.P. | KHAN, MEHMOOD B | 2419 | §103 | Non-Final OA | — | Pending | Feb 07, 2024 |
| 18435420 | MESSAGE PRIORITIZATION FOR EVENT-BASED SYSTEMS | DELL PRODUCTS, L.P. | VINCENT, ROSS MICHAEL | 4100 | §103 | Non-Final OA | — | Pending | Feb 07, 2024 |
| 18433719 | INPUT-OUTPUT SCHEDULING FOR VIRTUALIZED COMPUTING INSTANCES SENDING INPUT-OUTPUT REQUESTS TO SHARED STORAGE | DELL PRODUCTS, L.P. | LIN, HSING CHUN | 2195 | §103§112 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18433695 | METHOD, DEVICE, AND PROGRAM PRODUCT FOR PROTECTING INTERNET-OF-THINGS DEVICE | DELL PRODUCTS, L.P. | HUANG, CHENG-FENG | 2497 | §103 | Final Rejection | — | Pending | Feb 06, 2024 |
| 18434069 | CLUSTER-BASED AUTOMATED IDENTIFICATION OF SOFTWARE APPLICATION TEST CASES FOR TESTING MICROSERVICES | DELL PRODUCTS, L.P. | PAN, HANG | 2193 | §103 | Final Rejection | 25d overdue | Pending | Feb 06, 2024 |
| 18432169 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR GENERATING SUPER RESOLUTION IMAGE | DELL PRODUCTS, L.P. | DICKERSON, CHAD S | 2683 | §101§102§103§112 | Non-Final OA | 78d | Pending | Feb 05, 2024 |
| 18431069 | MACHINE LEARNING-BASED DETECTION OF ANOMALOUS OBJECT BEHAVIOR IN A MONITORED PHYSICAL ENVIRONMENT | DELL PRODUCTS, L.P. | KWON, JUN | §101§102§103 | Non-Final OA | — | Pending | Feb 02, 2024 | |
| 18429593 | JOSEPHSON JUNCTION TRAVELING-WAVE PARAMETRIC CIRCUITS WITH DISPERSIVE SIDEBAND SUPPRESSION | International Business Machines Corporation | TRA, ANH QUAN | §102§103 | Non-Final OA | — | Pending | Feb 01, 2024 | |
| 18422772 | AUTOMATED DEPLOYMENT OF RESOURCES USING VALIDATED TEMPLATES | DELL PRODUCTS, L.P. | TRAN, JOSHUA VAN | 2192 | §101§103 | Non-Final OA | 84d | Pending | Jan 25, 2024 |
| 18420944 | EYE USAGE PATTERN DETERMINATION AND EVALUATION | DELL PRODUCTS, L.P. | BEATTY, COLLIN X | 2872 | §103 | Final Rejection | — | Pending | Jan 24, 2024 |
| 18421448 | SERVERLESS DEPLOYMENTS USING MACHINE LEARNING | DELL PRODUCTS, L.P. | HASAN, SYED HAROON | 2154 | §101§103 | Non-Final OA | — | Pending | Jan 24, 2024 |
| 18419754 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR QUESTION ANSWERING SYSTEM | DELL PRODUCTS, L.P. | NIU, JIAHE | §103 | Non-Final OA | — | Pending | Jan 23, 2024 | |
| 18419012 | STORAGE SYSTEM WITH ADAPTIVE PRIORITIZATION OF BACKGROUND PROCESSES | DELL PRODUCTS, L.P. | LIN, HSING CHUN | 2195 | §101§103§112 | Non-Final OA | — | Pending | Jan 22, 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 |
| 18417753 | IDENTIFICATION AND REMOVAL OF ISSUE CAUSING FUNCTIONS | DELL PRODUCTS, L.P. | YEN, PAUL JUEI-FU | 2175 | §103 | Non-Final OA | — | Pending | Jan 19, 2024 |
| 18393987 | AUTOMATICALLY PREDICTING DEVICE LABELING INFORMATION USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | STANLEY, JEREMY L | §101§102§103 | Non-Final OA | — | Pending | Dec 22, 2023 | |
| 18392541 | AUTOMATED SCHEDULING OF SOFTWARE APPLICATION TEST CASE EXECUTION ON INFORMATION TECHNOLOGY ASSETS | DELL PRODUCTS, L.P. | AGUILERA, TODD | 2192 | §101§103 | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18390767 | PREDICTING USER INPUT DEVICE ACTIVITY USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | NGUYEN, NHAT HUY T | §101§102§103 | Non-Final OA | — | Pending | Dec 20, 2023 | |
| 18545725 | METHODS AND SYSTEMS FOR EXTENDING THE NETWORK EDGE | Matrixspace, Inc. | ELMEJJARMI, ABDELILLAH | 2462 | §102§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 | Final Rejection | 29d | Pending | Dec 18, 2023 |
| 18544114 | HIGH CAPACITANCE HYBRID BONDED CAPACITOR DEVICE | International Business Machines Corporation | BOOTH, RICHARD A | 2812 | §102§103 | Non-Final OA | — | Pending | Dec 18, 2023 |
| 18541370 | ETCH STOP LAYER FOR BACKSIDE POWER DELIVERY NETWORK | International Business Machines Corporation | KIM, JEANNE MYON | 2898 | §102§103 | Non-Final OA | 84d | Pending | Dec 15, 2023 |
| 18538891 | MEMORY DEVICES WITH ENCAPSULATION LAYERS AND METAL VIA | International Business Machines Corporation | ELLIOTT, DANIEL KURT | 2899 | §103 | Final Rejection | — | Pending | Dec 13, 2023 |
| 18533589 | DOUBLE-SIDED MEMORY DEVICE USING A SHARED TRANSISTOR | International Business Machines Corporation | NETTLES, CORALIE ANN | 2893 | §102§103 | Non-Final OA | — | Pending | Dec 08, 2023 |
| 18531897 | MACHINE LEARNING ALGORITHM RECOMMENDATION | DELL PRODUCTS, L.P. | TRAN, TRAVIS VIET | 2191 | §101§103 | Non-Final OA | 71d | Pending | Dec 07, 2023 |
| 18532754 | BACKSIDE GATE CONTACT AND BACKSIDE CROSS-COUPLE CONNECT | International Business Machines Corporation | BAUMAN, SCOTT E | 2815 | §102§112 | Non-Final OA | — | Pending | Dec 07, 2023 |
| 18521026 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR THREAT NOTIFICATION | DELL PRODUCTS, L.P. | LE, VU | 2668 | §102§103 | Final Rejection | 5d overdue | Pending | Nov 28, 2023 |
| 18517428 | SHADOW EVAPORATION MASK FOR FABRICATING TUNNEL JUNCTION DEVICES | International Business Machines Corporation | PARVEZ, AZM A | 2892 | §102§103§112 | Non-Final OA | — | Pending | Nov 22, 2023 |
| 18514105 | METHOD, ELECTRONIC DEVICE, AND PROGRAM PRODUCT FOR ALLOCATING RESOURCES | DELL PRODUCTS, L.P. | GHAFFARI, ABU Z | 2195 | §103 | Final Rejection | 15d | Pending | Nov 20, 2023 |
| 18501129 | SEMICONDUCTOR STRUCTURES WITH INTEGRATED ELECTROSTATIC DISCHARGE CLAMP CIRCUITS | International Business Machines Corporation | AL-TAWEEL, MUAAMAR QAHTAN | 2838 | §103 | Non-Final OA | — | Pending | Nov 03, 2023 |
| 18501187 | AUTOMATED GENERATION OF SOFTWARE APPLICATION TEST CASES FOR EVALUATION OF SOFTWARE APPLICATION ISSUES | DELL PRODUCTS, L.P. | PAULINO, LENIN | 2197 | §103 | Non-Final OA | — | Pending | Nov 03, 2023 |
| 18498273 | SYNTHESIS OF QUANTUM CIRCUITS FOR PREPARING SUPERPOSED STATES | International Business Machines Corporation | WERNER, MARSHALL L | §101 | Non-Final OA | — | Pending | Oct 31, 2023 | |
| 18494961 | MACHINE LEARNING-BASED DEVICE PROVISIONING MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | FAAL, BABOUCARR | 2138 | §103 | Final Rejection | 11d overdue | Pending | Oct 26, 2023 |
| 18492869 | PRODUCT DESIGN PREDICTION USING MACHINE LEARNING | DELL PRODUCTS, L.P. | OBAID, HAMZEH M | 3624 | §103 | Final Rejection | 41d | Pending | Oct 24, 2023 |
| 18491583 | REMOTE ENTANGLEMENT OF SUPERCONDUCTING QUANTUM BITS USING DOUBLE OPTICAL HERALDING | International Business Machines Corporation | KIM, JONATHAN J | 4100 | §103 | Non-Final OA | — | Pending | Oct 20, 2023 |
| 18486724 | GATE CUT STRUCTURE INCLUDING AN AIRGAP | International Business Machines Corporation | SOWARD, IDA M | 2898 | — | Non-Final OA | — | Pending | Oct 13, 2023 |
| 18484731 | METHOD, ELECTRONIC DEVICE, AND PROGRAM PRODUCT FOR GENERATING MACHINE LEARNING MODEL | DELL PRODUCTS, L.P. | LAI, DYLAN HONG | 2144 | §101§103 | Non-Final OA | — | Pending | Oct 11, 2023 |
| 18480143 | NANOSHEET TRANSISTORS WITH MULTI-LAYERED CHANNEL STRUCTURES | International Business Machines Corporation | JEAN BAPTISTE, WILNER | 2899 | §102 | Final Rejection | — | Pending | Oct 03, 2023 |
| 18479289 | CONFIGURING MICROSERVICES IN CONTAINERIZED SYSTEMS | DELL PRODUCTS, L.P. | ACHILLE, ASHMEED CARCIA | 2198 | §101§103 | Non-Final OA | — | Pending | Oct 02, 2023 |
| 18367809 | MANAGEMENT OF SERVICE MESHES ESTABLISHED BETWEEN VIRTUAL COMPUTING INSTANCES AND EXTERNAL DEVICES | DELL PRODUCTS, L.P. | CHEN, ZHI | 2196 | §103 | Final Rejection | 45d overdue | Pending | Sep 13, 2023 |
| 18367155 | QUANTUM COMPUTING-ENHANCED SYSTEMS AND METHODS FOR LARGE-SCALE CONSTRAINED OPTIMIZATION | Cornell University | CHEN, ALAN S | 2125 | §103§112 | Non-Final OA | — | Pending | Sep 12, 2023 |
| 18244566 | RESISTANCE MEASUREMENTS IN ELECTRICAL CHARACTERIZATION SYSTEM | International Business Machines Corporation | MONSUR, NASIMA | 2858 | §102§103 | Non-Final OA | — | Pending | Sep 11, 2023 |
| 18459755 | MANAGEMENT OF STATE INFORMATION USING A MESSAGE QUEUE | DELL PRODUCTS, L.P. | MHEIR, ZUHEIR | 2198 | §102§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 | Final Rejection | 44d overdue | Pending | Aug 25, 2023 |
| 18452966 | CENTRALIZED LASER ANNEALING MANAGEMENT FOR MULTIPLE QUANTUM COMPUTING-BASED DEVICES | International Business Machines Corporation | LEE, ERIC D | §102§112 | Non-Final OA | — | Pending | Aug 21, 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 | §101§103§112 | Final Rejection | 27d | Pending | Aug 09, 2023 |
| 18363884 | SECURITY MANAGEMENT FOR ENDPOINT NODES OF DISTRIBUTED PROCESSING SYSTEMS | DELL PRODUCTS, L.P. | CHANG, TOM Y | 2455 | §103 | Non-Final OA | — | Pending | Aug 02, 2023 |
| 18227446 | DETECTING ANOMALIES IN DEVICE TELEMETRY DATA USING DISTRIBUTIONAL DISTANCE DETERMINATIONS | DELL PRODUCTS, L.P. | SMITH, BRIAN M | 2122 | §103DP | Final Rejection | — | Pending | Jul 28, 2023 |
| 18361349 | INTERCONNECT STRUCTURES WITH OVERLAPPING METAL VIAS | International Business Machines Corporation | YUSHINA, GALINA G | 2811 | §112Other | Final Rejection | 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 | §101§103§112 | Final Rejection | 17d overdue | Pending | Jul 27, 2023 |
| 18357388 | AUTOMATED GENERATION OF ROTATION SCHEDULES | DELL PRODUCTS, L.P. | STEWART, CRYSTOL | 3624 | §101§103 | Non-Final OA | — | Pending | Jul 24, 2023 |
| 18356386 | METAL-INSULATOR-METAL CAPACITOR VIA STRUCTURES | International Business Machines Corporation | MOJADDEDI, OMAR F | 2898 | §103 | Final Rejection | 6d | Pending | Jul 21, 2023 |
| 18336683 | LEAKAGE REDUCTION FOR CONTINUOUS ACTIVE DESIGNS | International Business Machines Corporation | CHEN, XIAOCHUN L | 2824 | §103 | Non-Final OA | 26d | Pending | Jun 16, 2023 |
| 18336660 | IDENTIFYING VULNERABILITIES ACROSS SOFTWARE CODE REPOSITORIES | DELL PRODUCTS, L.P. | POUDEL, SAMIKSHYA NMN | 2436 | §103 | Final Rejection | — | Pending | Jun 16, 2023 |
| 18334817 | STACKED TRANSISTOR STRUCTURES WITH HYBRID GATE PITCH | International Business Machines Corporation | NGUYEN, DAO H | 2818 | §102 | Non-Final OA | — | Pending | Jun 14, 2023 |
| 18333953 | CIRCUIT LAYOUTS WITH STAGGERED GATE AND SOURCE/DRAIN REGIONS | International Business Machines Corporation | CHANG, JAY C | 2817 | §102§103 | Non-Final OA | — | Pending | Jun 13, 2023 |
| 18199148 | AUTOMATED LOCALIZATION OF MICROSERVICES | DELL PRODUCTS, L.P. | ONAT, UMUT | 2194 | §103 | Final Rejection | 28d overdue | Pending | May 18, 2023 |
| 18196549 | TASK-RELATED DATA PROCESSING USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | PUJOLS-CRUZ, MARJORIE | 3624 | §101§103 | Non-Final OA | 42d overdue | Pending | May 12, 2023 |
| 18144291 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DATA PROCESSING | DELL PRODUCTS, L.P. | SKIBINSKY, ANNA | §101§103 | Non-Final OA | — | Pending | May 08, 2023 | |
| 18137819 | NATURAL LANGUAGE PROCESSING SYSTEM WITH MACHINE LEARNING FOR ALLOCATION OF INFORMATION TECHNOLOGY RESOURCES | DELL PRODUCTS, L.P. | STIVALETTI, MATHEUS R | 2196 | §101§102§103 | Non-Final OA | — | Pending | Apr 21, 2023 |
| 18135308 | DYNAMIC DATABASE PARTITIONING USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | HAN, BYUNGKWON | 2121 | §103 | Final Rejection | — | Pending | Apr 17, 2023 |
| 18135326 | AUTOMATICALLY DETERMINING INTERNAL STATE INFORMATION FOR DEVICES USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | ALLEN, KYLA GUAN-PING TI | 2661 | §103 | Final Rejection | — | Pending | Apr 17, 2023 |
| 18135342 | DYNAMIC ADJUSTMENT OF REQUEST CONFIGURATIONS | DELL PRODUCTS, L.P. | LEE, MICHAEL CHRISTOPHER | 2128 | §101 | Final Rejection | 35d overdue | Pending | Apr 17, 2023 |
| 18128464 | DATA SOURCE CURATION AND SELECTION FOR TRAINING DIGITAL TWIN MODELS | DELL PRODUCTS, L.P. | GAN, CHUEN-MEEI | §101§102§103§112 | Non-Final OA | — | Pending | Mar 30, 2023 | |
| 18124268 | AUTOMATICALLY GENERATING DEVICE-RELATED TEMPORAL PREDICTIONS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | GONZALES, VINCENT | 2124 | §103§112 | Final Rejection | 58d overdue | Pending | Mar 21, 2023 |
| 18121382 | CONTROLLING MONITORING ROLES OF NODES USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | MILLS, PAUL V | 2100 | §103 | Final Rejection | — | Pending | Mar 14, 2023 |
| 18114195 | DATA DISCOVERY AND CLASSIFICATION IN INFORMATION PROCESSING SYSTEM ENVIRONMENT | DELL PRODUCTS, L.P. | HAN, BYUNGKWON | 2121 | §101§103 | Final Rejection | — | 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 | Non-Final OA | 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 |
| 18110199 | REQUEST PROCESSING TECHNIQUES FOR CONTAINER-BASED ARCHITECTURES | DELL PRODUCTS, L.P. | LEE, ADAM | 2198 | §103 | Final Rejection | — | Pending | Feb 15, 2023 |
| 18109595 | AGENT-BASED DEVICE PROTECTION USING DETECTION AND MITIGATION OF MODIFICATIONS TO A PROTECTED STORAGE REGION | DELL PRODUCTS, L.P. | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Final Rejection | — | Pending | Feb 14, 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 |
| 18106625 | AUTOMATED PROJECT MANAGEMENT USING CONVERSATIONAL PROCESSING TO GENERATE PROJECT-BASED TRANSITION STATES | DELL PRODUCTS, L.P. | XIE, THEODORE L | 3623 | §103 | Final Rejection | — | Pending | Feb 07, 2023 |
| 18099586 | CHARACTERIZING COMPUTER INFRASTRUCTURE USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | GORMLEY, AARON PATRICK | 2148 | §101§103Other | Non-Final OA | 21d | Pending | Jan 20, 2023 |
| 18098790 | AUTOMATED PRE-PROCESSING FOR TWO-DIMENSIONAL TO THREE-DIMENSIONAL MODELING ACCELERATION | DELL PRODUCTS, L.P. | BONANSINGA, AARON TIMOTHY | 2673 | §103 | Non-Final OA | 34d | Pending | Jan 19, 2023 |
| 18093713 | VIA STRUCTURE WITHOUT LINER INTERFACE | International Business Machines Corporation | TRAN, TONY | 2893 | §102§103 | Final Rejection | 11d overdue | Pending | Jan 05, 2023 |
| 18086303 | PRODUCING STRESS IN NANOSHEET TRANSISTOR CHANNELS | International Business Machines Corporation | DULKA, JOHN P | 2817 | §102 | Final Rejection | — | Pending | Dec 21, 2022 |
| 18083385 | DIELECTRIC SEPARATION FOR BACKSIDE POWER RAIL LINES | International Business Machines Corporation | BLACKWELL, ASHLEY NICOLE | 2897 | §102§103 | Final Rejection | — | Pending | Dec 16, 2022 |
| 18080828 | TRANSISTORS WITH DIELECTRIC STACK ISOLATING BACKSIDE POWER RAIL | International Business Machines Corporation | TRAN, TONY | 2893 | §102§103 | Non-Final OA | — | Pending | Dec 14, 2022 |
| 18078380 | GENERATING AND PROCESSING DIGITAL ASSET INFORMATION CHAINS USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | HALE, BROOKS T | 2166 | §103 | Final Rejection | 45d overdue | Pending | Dec 09, 2022 |
| 18078656 | AUTOMATED CORRECTION OF ERRONEOUS ENTRY OF ALPHANUMERIC ITEM IDENTIFIERS USING DISTANCE EVALUATION | DELL PRODUCTS, L.P. | MUHEBBULLAH, SAJEDA | 2174 | §103 | Final Rejection | — | Pending | Dec 09, 2022 |
| 17992373 | SEMICONDUCTOR STRUCTURE WITH STRAINED NANOSHEET CHANNEL | International Business Machines Corporation | KHALIFA, MOATAZ | 2815 | §102§103 | Final Rejection | — | Pending | Nov 22, 2022 |
| 17989344 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR ALLOCATING WORKLOAD | DELL PRODUCTS, L.P. | MOTTER, JORDAN SCOTT | 2198 | §103 | Final Rejection | 26d overdue | Pending | Nov 17, 2022 |
| 17985373 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR MODEL ARRANGEMENT | DELL PRODUCTS, L.P. | TAMIRU, ABRHAM ALEHEGN | 2188 | §103 | Final Rejection | — | Pending | Nov 11, 2022 |
| 17983042 | INTELLIGENT ITEM MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | LUDWIG, PETER L | 3627 | §101§103§112 | Final Rejection | — | Pending | Nov 08, 2022 |
| 17980724 | VIRTUAL REPRESENTATIONS OF ENDPOINTS IN A COMPUTING ENVIRONMENT | DELL PRODUCTS, L.P. | NGUYEN, TUAN MINH | 2198 | §103§112 | Final Rejection | — | Pending | Nov 04, 2022 |
| 17980895 | USING MACHINE LEARNING FOR CLASSIFYING PERSONALLY IDENTIFIABLE INFORMATION | DELL PRODUCTS, L.P. | HICKS, AUSTIN JAMES | 2142 | §103 | Final Rejection | — | Pending | Nov 04, 2022 |
| 17980906 | LOGISTICS PROVIDER RECOMMENDATION USING MACHINE LEARNING | DELL PRODUCTS, L.P. | SMITH, PAULINHO E | 2127 | §101§103 | Non-Final OA | — | Pending | Nov 04, 2022 |
| 17976965 | AUTHENTICATION SERVICE FOR AUTOMATED DISTRIBUTION AND REVOCATION OF SHARED CREDENTIALS | DELL PRODUCTS, L.P. | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | 34d | Pending | Oct 31, 2022 |
| 17977281 | SEMICONDUCTOR STRUCTURE WITH DIELECTRIC PILLARS | International Business Machines Corporation | SQUIRES, BRETT STEPHEN | 2899 | §102§103 | Non-Final OA | 70d | Pending | Oct 31, 2022 |
| 17971088 | DETERMINING HEALTH-RELATED INFORMATION OF RETURNED INVENTORY USING ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | SULLIVAN, JESSICA E | 3627 | §101 | Final Rejection | — | Pending | Oct 21, 2022 |
| 17969434 | AUTOMATICALLY DETERMINING WORK ENVIRONMENT-RELATED ERGONOMIC DATA | DELL PRODUCTS, L.P. | LEE, PO HAN | 3623 | §101§112 | Final Rejection | 26d overdue | Pending | Oct 19, 2022 |
| 17950293 | BACKSIDE SIGNAL INTEGRATION THROUGH VIA TO SIGNAL LINE CONNECTION | International Business Machines Corporation | ENAD, CHRISTINE A | 2811 | §102§103 | Non-Final OA | 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 | §101 | Non-Final OA | 14d | Pending | Sep 22, 2022 |
| 17893885 | FIELD-EFFECT TRANSISTORS WITH ISOLATION PILLARS | International Business Machines Corporation | SRINIVASAN, SESHA SAIRAMAN | 2812 | §103 | Non-Final OA | — | Pending | Aug 23, 2022 |
| 17889615 | SEMICONDUCTOR STRUCTURES WITH BACK SIDE TRANSISTOR DEVICES | International Business Machines Corporation | PROSTOR, ANDREW VICTOR | 2812 | §103 | Final Rejection | 8d overdue | Pending | Aug 17, 2022 |
| 17834294 | AUTOMATICALLY MANAGING EVENT-RELATED COMMUNICATION DATA USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | NYE, LOUIS CHRISTOPHER | 2141 | §103 | Non-Final OA | — | Pending | Jun 07, 2022 |
| 17726758 | INTELLIGENT PREDICTION FOR EQUIPMENT MANUFACTURING MANAGEMENT SYSTEM | DELL PRODUCTS, L.P. | KASSIM, HAFIZ A | 3623 | §101§103§112 | Non-Final OA | 19d | Pending | Apr 22, 2022 |
| 17704515 | CALIBRATING ANALOG RESISTIVE PROCESSING UNIT SYSTEM | International Business Machines Corporation | BASOM, BLAINE T | 2141 | §103 | Non-Final OA | — | Pending | Mar 25, 2022 |
| 17703028 | MANAGEMENT OF VIRTUAL REPRESENTATIONS IN A COMPUTING ENVIRONMENT USING UNIQUE IDENTIFIERS | DELL PRODUCTS, L.P. | SAXENA, AKASH | 2186 | §103 | Final Rejection | — | Pending | Mar 24, 2022 |
| 17680764 | FEATURE-LEVEL RECOMMENDATIONS FOR CONTENT ITEMS | Smartly.Io Solutions OY | CARVALHO, ERROL A | 3622 | §101§112 | Non-Final OA | — | Pending | Feb 25, 2022 |
| 17679907 | GENERATING ORGANIZATIONAL GOAL-ORIENTED AND PROCESS-CONFORMANT RECOMMENDATION MODELS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | International Business Machines Corporation | OBAID, HAMZEH M | 3624 | §101§112 | Non-Final OA | — | Pending | Feb 24, 2022 |
| 17678275 | ITERATIVE ANSWER AND SUPPLEMENTAL INFORMATION EXTRACTION FOR MACHINE READING COMPREHENSION | International Business Machines Corporation | LAU, KAITLYN RENEE | 2148 | §101§103§112 | Final Rejection | — | Pending | Feb 23, 2022 |
| 17676580 | PHYSICAL HARDWARE CONTROLLER FOR PROVISIONING SERVICES ON PROCESSING DEVICES | DELL PRODUCTS, L.P. | NGUYEN, AN-AN NGOC | 2195 | §103 | Non-Final OA | — | Pending | Feb 21, 2022 |
| 17586099 | Identifying and Mitigating Security Vulnerabilities in Multi-Layer Infrastructure Stacks | DELL PRODUCTS, L.P. | FARAMARZI, GITA | 2496 | §103§112 | Non-Final OA | — | Pending | Jan 27, 2022 |
| 17572844 | CONVERSATIONAL ARTIFICIAL INTELLIGENCE SYSTEM WITH LIVE AGENT ENGAGEMENT BASED ON AUTOMATED FRUSTRATION LEVEL MONITORING | DELL PRODUCTS, L.P. | BAKER, EZRA JAMES | 2126 | §101 | Non-Final OA | — | Pending | Jan 11, 2022 |
| 17624595 | PROCESS FOR PREPARATION OF EDOXABAN | Glenmark Life Sciences Limited | SCHACHERMEYER, SAMANTHA LYNN | 1693 | §103§112 | Non-Final OA | 12d | Pending | Jan 04, 2022 |
| 17560459 | GENERATING PARAMETER VALUES FOR PERFORMANCE TESTING UTILIZING A REINFORCEMENT LEARNING FRAMEWORK | DELL PRODUCTS, L.P. | HAN, BYUNGKWON | 2121 | §103 | Non-Final OA | — | Pending | Dec 23, 2021 |
| 17545573 | FEDERATED MACHINE LEARNING BASED ON PARTIALLY SECURED SPATIO-TEMPORAL DATA | International Business Machines Corporation | FIGUEROA, KEVIN W | 2124 | §103 | Non-Final OA | — | Pending | Dec 08, 2021 |
| 17543149 | AUTOMATED FAIRNESS-DRIVEN GRAPH NODE LABEL CLASSIFICATION | International Business Machines Corporation | FACCENDA, GISEL GABRIELA | 2127 | §101§112 | Non-Final OA | — | Pending | Dec 06, 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 | Final Rejection | 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 |
| 17468860 | AUTOMATED TOPOLOGY-AWARE DEEP LEARNING INFERENCE TUNING | DELL PRODUCTS, L.P. | SACKALOSKY, COREY MATTHEW | 2128 | §101§103 | Non-Final OA | 70d | Pending | Sep 08, 2021 |
| 17384180 | FEDERATED DATA STANDARDIZATION USING DATA PRIVACY TECHNIQUES | International Business Machines Corporation | SMITH, BRIAN M | 2122 | §101§102§103§112 | Non-Final OA | — | Pending | Jul 23, 2021 |
| 17161125 | PRIORITY-BASED, ACCURACY-CONTROLLED INDIVIDUAL FAIRNESS OF UNSTRUCTURED TEXT | International Business Machines Corporation | PRESSLY, KURT NICHOLAS | 2125 | §101§103 | Final Rejection | — | Pending | Jan 28, 2021 |
| 17135249 | AUTOMATICALLY GENERATING CONDITIONAL INSTRUCTIONS FOR RESOLVING PREDICTED SYSTEM ISSUES USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | RAMESH, TIRUMALE K | 2121 | §103 | Final Rejection | — | Pending | Dec 28, 2020 |
| 17132344 | USER CONTEXT MIGRATION BASED ON COMPUTATION GRAPH IN ARTIFICIAL INTELLIGENCE APPLICATION EXECUTING IN EDGE COMPUTING ENVIRONMENT | EMC Ip Holding Comnpany LLC | ROHD, BENJAMIN MATTHEW | 2147 | §101§103§112 | Non-Final OA | — | Pending | Dec 23, 2020 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial