Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
39 pending office actions • 32 clients • 38 examiners • 22 art units • 0 of 39 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 9 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. 9 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 | 2 (5%) |
| §101 + other | 15 (38%) |
| §103 only | 3 (8%) |
| §102 only | 2 (5%) |
| §112 only | 2 (5%) |
| Double-patenting + other | 1 (3%) |
| Multi-statute (no §101) | 14 (36%) |
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 |
|---|---|---|---|
| RUSH, ERIC | 2 | 60.8% | +36.1% |
| TAYLOR JR, DUANE N | 1 | 78.2% | +1.8% |
| LIN, CHUN-NAN | 1 | 87.3% | +15.7% |
| EDUN, MUHAMMAD N | 1 | 91.5% | -4.9% |
| FOX, JOSEPH PATRICK | 1 | 68.6% | +14.9% |
| CAO, PHUONG THAO | 1 | 78.1% | +14.6% |
| SONG, HOSUK | 1 | 94.6% | +3.0% |
| NGUYEN, VINH P | 1 | 86.4% | +16.1% |
| HAIDER, FAWAAD | 1 | 50.2% | +25.3% |
| VANCHY JR, MICHAEL J | 1 | 66.8% | +20.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19469444 | IMPROVED SENSOR ARRANGEMENT FOR TOUCHLESS CONTROL OF A COMPUTER DEVICE, SENSOR SYSTEM AND ELECTRONIC DEVICE | EDUN, MUHAMMAD N | — |
| 19105628 | METHOD AND SYSTEM | SONG, HOSUK | — |
| 19032611 | INDUCTIVE PROXIMITY SENSOR, SENSOR SYSTEM INCLUDING INDUCTIVE PROXIMITY SENSORS AND METHOD FOR OPERATING SUCH A SENSOR SYSTEM | NGUYEN, VINH P | — |
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 |
|---|---|---|---|
| 18791584 | Artificial Intelligence Crime Linking Network | COPPOLA, JACOB C | 231d overdue |
| 18123761 | METHODS AND SYSTEMS FOR GENERATION OF PERFORMANCE OPTIMIZATION RECOMMENDATIONS AND RELATED DATA VISUALIZATION | GUILIANO, CHARLES A | 5d |
| 18384699 | METHODS AND SYSTEMS FOR AUTOMATED IDENTIFICATION OF OPTIMIZABLE FACTORS IN MULTIVARIATE PROCESSES | KASSIM, HAFIZ A | 19d |
| 18142195 | METHODS AND SYSTEMS FOR GENERATING AND PROVIDING USER INPUT RECOMMENDATIONS FOR RESPONDING TO A RECEIVED MESSAGE | MERCADO, GABRIEL S | 27d |
| 17562313 | METHODS AND SYSTEMS FOR GENERATING PERSONALIZED RECOMMENDATIONS AND PREDICTIONS OF A LEVEL OF EFFECTIVENESS OF THE PERSONALIZED RECOMMENDATIONS FOR A USER | VANDER WOUDE, KIMBERLY ELAINE | 35d |
| 18661166 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR ACTIONS TO IMPROVE NON-COGNITIVE METRICS IMPACTING REQUIREMENT COMPLETION | TUNGATE, SCOTT MICHAEL | 46d |
| 18872358 | SAFETY MOUNT SYSTEM | GUAN, GUANG H | 70d |
| 19469437 | EMULATION OF A PHYSICAL INPUT DEVICE FOR TOUCHLESS CONTROL OF A COMPUTER DEVICE | LIN, CHUN-NAN | — |
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 |
|---|---|---|---|
| 19093703 | METHODS AND SYSTEMS FOR EXECUTION OF IMPROVED LEARNING SYSTEMS FOR IDENTIFICATION OF RULES COMPLIANCE BY COMPONENTS IN TIME-BASED DATA STREAMS | RUSH, ERIC | 37d overdue |
| 19469437 | EMULATION OF A PHYSICAL INPUT DEVICE FOR TOUCHLESS CONTROL OF A COMPUTER DEVICE | LIN, CHUN-NAN | — |
| 19469447 | IMPROVED TOUCHLESS POINTER OPERATION DURING TYPING ACTIVITIES USING A COMPUTER DEVICE | FOX, JOSEPH PATRICK | — |
| 19306909 | SEMANTIC SEARCH IN HIGH-DIMENSIONAL SPACES USING EUCLIDEAN DISTANCE AND CLUSTER-BASED OPTIMIZATION | CAO, PHUONG THAO | — |
| 19032611 | INDUCTIVE PROXIMITY SENSOR, SENSOR SYSTEM INCLUDING INDUCTIVE PROXIMITY SENSORS AND METHOD FOR OPERATING SUCH A SENSOR SYSTEM | NGUYEN, VINH P | — |
| 18995287 | IMPROVED CONSTRUCTION SYSTEM | HAIDER, FAWAAD | — |
| 19011538 | METHODS AND SYSTEMS FOR TRAINING AND EXECUTION OF IMPROVED LEARNING SYSTEMS FOR IDENTIFICATION OF COMPONENTS IN TIME-BASED DATA STREAMS | VANCHY JR, MICHAEL J | — |
| 18917709 | Computer Vision Learning System | RUSH, ERIC | — |
| Art Unit | Apps |
|---|---|
| 3623 | 3 |
| 2629 | 2 |
| 2164 | 2 |
| 2171 | 2 |
| 1685 | 2 |
| 2626 | 1 |
| 2622 | 1 |
| 2677 | 1 |
| 3631 | 1 |
| 3627 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19469460 | MODE SWITCHING BETWEEN TOUCHLESS POINTER OPERATION AND TYPING ACTIVITIES USING A COMPUTER DEVICE | Ameria AG | TAYLOR JR, DUANE N | 2626 | §103 | Non-Final OA | — | Pending | Sep 26, 2025 |
| 19469437 | EMULATION OF A PHYSICAL INPUT DEVICE FOR TOUCHLESS CONTROL OF A COMPUTER DEVICE | Ameria AG | LIN, CHUN-NAN | 2629 | §101§103§112 | Non-Final OA | — | Pending | Sep 26, 2025 |
| 19469444 | IMPROVED SENSOR ARRANGEMENT FOR TOUCHLESS CONTROL OF A COMPUTER DEVICE, SENSOR SYSTEM AND ELECTRONIC DEVICE | Ameria AG | EDUN, MUHAMMAD N | 2629 | §102 | Non-Final OA | — | Pending | Sep 26, 2025 |
| 19469447 | IMPROVED TOUCHLESS POINTER OPERATION DURING TYPING ACTIVITIES USING A COMPUTER DEVICE | Ameria AG | FOX, JOSEPH PATRICK | 2622 | §102§103§112 | Non-Final OA | — | Pending | Sep 26, 2025 |
| 19306909 | SEMANTIC SEARCH IN HIGH-DIMENSIONAL SPACES USING EUCLIDEAN DISTANCE AND CLUSTER-BASED OPTIMIZATION | Aiceberg.Inc | CAO, PHUONG THAO | 2164 | §112 | Non-Final OA | — | Pending | Aug 21, 2025 |
| 19093703 | METHODS AND SYSTEMS FOR EXECUTION OF IMPROVED LEARNING SYSTEMS FOR IDENTIFICATION OF RULES COMPLIANCE BY COMPONENTS IN TIME-BASED DATA STREAMS | Leela AI, Inc. | RUSH, ERIC | 2677 | §103 | Non-Final OA | 37d overdue | Pending | Mar 28, 2025 |
| 19105628 | METHOD AND SYSTEM | Mindgard Limited | SONG, HOSUK | §102 | Non-Final OA | — | Pending | Feb 21, 2025 | |
| 19032611 | INDUCTIVE PROXIMITY SENSOR, SENSOR SYSTEM INCLUDING INDUCTIVE PROXIMITY SENSORS AND METHOD FOR OPERATING SUCH A SENSOR SYSTEM | Pepperl+Fuchs SE | NGUYEN, VINH P | §112 | Non-Final OA | — | Pending | Jan 21, 2025 | |
| 18995287 | IMPROVED CONSTRUCTION SYSTEM | Emagineer Pty Ltd. | HAIDER, FAWAAD | §101 | Non-Final OA | — | Pending | Jan 16, 2025 | |
| 19011538 | METHODS AND SYSTEMS FOR TRAINING AND EXECUTION OF IMPROVED LEARNING SYSTEMS FOR IDENTIFICATION OF COMPONENTS IN TIME-BASED DATA STREAMS | Leela AI, Inc. | VANCHY JR, MICHAEL J | §103§112 | Non-Final OA | — | Pending | Jan 06, 2025 | |
| 18872879 | TRANSLATORY ACTUATION UNIT HAVING A DIELECTRIC ELASTOMER ACTUATOR | Zema Zentrum Für Mechatronik Und Automatisierungstechnik Gemeinnützige Gmb | SUBRAMANIAN, VISWANATHAN | §102§103§112 | Non-Final OA | — | Pending | Dec 09, 2024 | |
| 18872358 | SAFETY MOUNT SYSTEM | Balco Global Limited | GUAN, GUANG H | 3631 | §103§112 | Non-Final OA | 70d | Pending | Dec 06, 2024 |
| 18968544 | COMPUTER-AUTOMATED SYSTEM AND METHOD FOR OBTAINING ASSISTANCE FOR TELEPHONE CALLS FROM UNKNOWN CALLERS | Mark Steinwinter | DEANE JR, WILLIAM J | §103DP | Non-Final OA | — | Pending | Dec 04, 2024 | |
| 18936734 | Computer-Automated Integration with Web-Based Accounting Systems for Improved Display and Processing of Invoices | Skyline Payment Systems, LLC | CRAWLEY, TALIA F | 3627 | §101§102 | Non-Final OA | — | Pending | Nov 04, 2024 |
| 18926687 | INTEGRATED CONTROL SYSTEM FOR HEAT PUMP TO OPTIMIZE ENERGY OF SOLAR POWER BUILDING | Seoul National University R&Db Foundation | ALIZADA, OMEED | §101§103§112 | Non-Final OA | — | Pending | Oct 25, 2024 | |
| 18917709 | Computer Vision Learning System | Leela AI, Inc. | RUSH, ERIC | §102§103§112Other | Non-Final OA | — | Pending | Oct 16, 2024 | |
| 18916274 | METHODS AND SYSTEMS FOR PROVIDING AND RECEIVING INFORMATION FOR RISK MANAGEMENT IN THE FIELD | Repipe Pty Ltd. | BROCKINGTON III, WILLIAM S | 3623 | §103§112 | Final Rejection | — | Pending | Oct 15, 2024 |
| 18912453 | METHODS AND SYSTEMS FOR MAPPING DATA ITEMS TO SPARSE DISTRIBUTED REPRESENTATIONS | Cortical.Io AG | LE, MICHAEL | 2163 | §103§112 | Final Rejection | — | Pending | Oct 10, 2024 |
| 18850625 | A BLOOD FLOW RESTRICTION GARMENT CONTROLLER, A BLOOD FLOW RESTRICTION GARMENT SYSTEM, A METHOD OF CONTROLLING A BLOOD FLOW RESTRICTION GARMENT, A METHOD OF CONTROLLING AN ELECTRONIC DEVICE AND COMPUTER SOFTWARE | Secondperspective Ltd. | LEBRON DE JESUS, GRACIELA NATALIA | §102§103 | Non-Final OA | — | Pending | Sep 25, 2024 | |
| 18819325 | AUTOMATIC DIFFERENTIATION AND OPTIMIZATION OF HETEROGENEOUS SIMULATION INTELLIGENCE SYSTEM | Pasteur Labs, Inc. | FAAL, BABOUCARR | §102§103 | Non-Final OA | — | Pending | Aug 29, 2024 | |
| 18810343 | Computer-Automated Integration with Web-Based Accounting Systems for Improved Display and Processing of Invoices | Skyline Payment Systems, LLC | SMITH, SLADE E | 3696 | §101§102Other | Non-Final OA | — | Pending | Aug 20, 2024 |
| 18838821 | METHOD AND NETWORK COMPONENT FOR PROTECTING NETWORKED INFRASTRUCTURES | Zoe Life Technologies AG | DAVIS, ZACHARY A | 2492 | §102§112 | Final Rejection | — | Pending | Aug 15, 2024 |
| 18791647 | METHOD FOR ESTIMATING POSTURE OF MOVING OBJECT BY USING BIG CELL GRID MAP, RECORDING MEDIUM IN WHICH PROGRAM FOR IMPLEMENTING SAME IS STORED, AND COMPUTER PROGRAM STORED IN MEDIUM IN ORDER TO IMPLEMENT SAME | Twinny Co., Ltd. | NGUYEN, KENNY | §101§102§112 | Non-Final OA | — | Pending | Aug 01, 2024 | |
| 18791584 | Artificial Intelligence Crime Linking Network | Detective Analytics | COPPOLA, JACOB C | 3992 | §101§112Other | Non-Final OA | 231d overdue | Pending | Aug 01, 2024 |
| 18661166 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR ACTIONS TO IMPROVE NON-COGNITIVE METRICS IMPACTING REQUIREMENT COMPLETION | Stevens Strategy, LLC | TUNGATE, SCOTT MICHAEL | 3628 | §101§103 | Final Rejection | 46d | Pending | May 10, 2024 |
| 18406575 | COMPUTER-IMPLEMENTED METHODS FOR EVIDENCING THE EXISTENCE OF A DIGITAL DOCUMENT, ANONYMOUSLY EVIDENCING THE EXISTENCE OF A DIGITAL DOCUMENT, AND VERIFYING THE DATA INTEGRITY OF A DIGITAL DOCUMENT | 707 Limited | STEVENS, ROBERT | 2164 | §101§103 | Final Rejection | — | Pending | Jan 08, 2024 |
| 18517964 | WATER PURIFICATION SYSTEM FOR SMART BUILDING | Geogrid Inc. | RAMDHANIE, BOBBY | 1779 | §103§112 | Non-Final OA | — | Pending | Nov 22, 2023 |
| 18503592 | Appearance-Conserving Document Semantic Enhancement | Corefiling S.A.R.L. | PAN, YONGJIA | 2171 | §103§112 | Non-Final OA | — | Pending | Nov 07, 2023 |
| 18384699 | METHODS AND SYSTEMS FOR AUTOMATED IDENTIFICATION OF OPTIMIZABLE FACTORS IN MULTIVARIATE PROCESSES | Dks Data & Strategy, Inc. | KASSIM, HAFIZ A | 3623 | §101§102§103 | Final Rejection | 19d | Pending | Oct 27, 2023 |
| 18457098 | CONNECTING PILLAR | Duksan Hi Metal Co., Ltd. | TUGBANG, ANTHONY D | 2896 | §102§103 | Non-Final OA | — | Pending | Aug 28, 2023 |
| 18547369 | INERTIAL SENSOR AND INERTIAL MEASUREMENT UNIT | Zero Point Motion Ltd. | PARCO JR, RUBEN C | 2853 | §103 | Final Rejection | 2d overdue | Pending | Aug 22, 2023 |
| 18142195 | METHODS AND SYSTEMS FOR GENERATING AND PROVIDING USER INPUT RECOMMENDATIONS FOR RESPONDING TO A RECEIVED MESSAGE | ETH ZÜRICH | MERCADO, GABRIEL S | 2171 | §103§112 | Non-Final OA | 27d | Pending | May 02, 2023 |
| 18123761 | METHODS AND SYSTEMS FOR GENERATION OF PERFORMANCE OPTIMIZATION RECOMMENDATIONS AND RELATED DATA VISUALIZATION | Teamstack.Ai Corp. | GUILIANO, CHARLES A | 3623 | §101§103 | Final Rejection | 5d | Pending | Mar 20, 2023 |
| 18095707 | Molecule Selection Using Simulation and Ranking Based on Binding Matrices | Massachusetts Institute Of Technology | HILL, GRACELYN MARKHAM | 1685 | §101§103§112 | Non-Final OA | — | Pending | Jan 11, 2023 |
| 17957308 | DISPLAYING CONDITIONS OF A LINEAR ASSET | The Net Consulting Group, Inc. | EDWARDS, ETHAN WESLEY | 2857 | §101§103 | Non-Final OA | — | Pending | Sep 30, 2022 |
| 17870488 | Integrated Data Capture of Sterile and Non-Sterile Surgical Supplies and Implantables | Summate Technologies, Inc. | WALSH, DANIEL I | 2876 | §101§103 | Final Rejection | — | Pending | Jul 21, 2022 |
| 17867221 | DESIGN METHOD FOR DISTRIBUTED HYDROLOGICAL CYCLE MODEL BASED ON MULTI-SOURCE COMPLEMENTARY WATER SUPPLY MODE | Changjiang River Scientific Research Institute Of Changjiang Water Resources Commission | GIRI, PURSOTTAM | 2186 | §101 | Final Rejection | — | Pending | Jul 18, 2022 |
| 17852156 | Diagnosis of Malignancy Using Developmental Relationships and Machine Learning | Massachusetts Institute Of Technology | WISE, OLIVIA M. | 1685 | §101§103 | Non-Final OA | — | Pending | Jun 28, 2022 |
| 17562313 | METHODS AND SYSTEMS FOR GENERATING PERSONALIZED RECOMMENDATIONS AND PREDICTIONS OF A LEVEL OF EFFECTIVENESS OF THE PERSONALIZED RECOMMENDATIONS FOR A USER | Juli, Inc. | VANDER WOUDE, KIMBERLY ELAINE | 3681 | §101§103 | Non-Final OA | 35d | Pending | Dec 27, 2021 |
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