Prosecution Insights
Prosecution Insights
64 pending office actions • 34 clients • 62 examiners • 45 art units • 0 of 64 (0%) have an AI response strategy ready • 147 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 15 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. 15 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 | 3 (5%) |
| §103 only | 54 (84%) |
| §102 only | 5 (8%) |
| §112 only | 2 (3%) |
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 |
|---|---|---|---|
| KIL, JINNEY | 2 | 46.7% | +53.1% |
| SATANOVSKY, ALEXANDER | 2 | 56.3% | +18.0% |
| NGUYEN, TRAN N | 1 | 62.0% | +16.9% |
| HO, DAO Q | 1 | 83.1% | +32.3% |
| WALLICK, STEPHANIE SHOSHANA | 1 | 30.3% | +31.1% |
| KLEIN, GABRIEL J | 1 | 66.0% | +24.4% |
| TORRES CHANZA, GABRIEL JOSE | 1 | 11.1% | -16.7% |
| FOTAKIS, ARISTOCRATIS | 1 | 71.4% | +31.0% |
| FAROOQUI, QUAZI | 1 | 82.8% | +14.9% |
| SEABE, JUSTIN D | 1 | 71.6% | +24.4% |
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 |
|---|---|---|---|
| 19137418 | USER AUTHENTICATION METHOD AND APPARATUS USING INPUT PATTERN INFORMATION | HO, DAO Q | 10d overdue |
| 19047870 | PERSONALIZED FEDERATED LEARNING METHOD, USER AUTHENTICATION METHOD, AND DEVICE PERFORMING THE SAME | FAROOQUI, QUAZI | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19269144 | WORKSTATION INTEGRATING MULTIPLE DISTINCT COMPUTING SYSTEMS | NGUYEN, TRAN N | — |
| 19196029 | METHOD FOR INCORPORATING FUTURE CROP PRODUCTION INTO SAFE CLIMATIC SPACE | TORRES CHANZA, GABRIEL JOSE | — |
| 18877647 | BIOGAS MATERIAL EVALUATION VALUE COMPUTATION DEVICE AND PROGRAM USED FOR BIOGAS MATERIAL EVALUATION VALUE COMPUTATION DEVICE | RUHL, DENNIS WILLIAM | — |
| 17620466 | FRAGRANCE-ENHANCING COMPOSITIONS | BRANDSEN, BENJAMIN MICHAEL | — |
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 |
|---|---|---|---|
| 19137418 | USER AUTHENTICATION METHOD AND APPARATUS USING INPUT PATTERN INFORMATION | HO, DAO Q | 10d overdue |
| 18850539 | TOLL-FREE SUBSCRIPTION AND RENTAL SERVICE SYSTEM | WALLICK, STEPHANIE SHOSHANA | 3d overdue |
| 19100420 | MULTI-ROW PROPELLER (MRP) WITH CO-ROTATING BLADES | SEABE, JUSTIN D | 8d |
| 19269144 | WORKSTATION INTEGRATING MULTIPLE DISTINCT COMPUTING SYSTEMS | NGUYEN, TRAN N | — |
| 19215684 | SHOOTING REST AND USE OF A SHOOTING REST FOR SUPPORTING A FIREARM AT A FORE-END TO A SUBSTANTIALLY VERTICAL EXTERNAL SUPPORT BODY | KLEIN, GABRIEL J | — |
| 19053595 | CHANNEL INFORMATION PROCESSING METHOD AND APPARATUS, COMMUNICATION DEVICE, AND STORAGE MEDIUM | FOTAKIS, ARISTOCRATIS | — |
| 19047870 | PERSONALIZED FEDERATED LEARNING METHOD, USER AUTHENTICATION METHOD, AND DEVICE PERFORMING THE SAME | FAROOQUI, QUAZI | — |
| 18549440 | TESTING AND EDUCATION MICROREACTOR | KIL, JINNEY | — |
| Art Unit | Apps |
|---|---|
| 2837 | 3 |
| 2857 | 3 |
| 3745 | 2 |
| 3665 | 2 |
| 3646 | 2 |
| 2432 | 1 |
| 3628 | 1 |
| 3641 | 1 |
| 3625 | 1 |
| 2633 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19269144 | WORKSTATION INTEGRATING MULTIPLE DISTINCT COMPUTING SYSTEMS | Dextro Imaging Solutions, LLC | NGUYEN, TRAN N | §101 | Non-Final OA | — | Pending | Jul 15, 2025 | |
| 19137418 | USER AUTHENTICATION METHOD AND APPARATUS USING INPUT PATTERN INFORMATION | Korea University Research And Business Foundation | HO, DAO Q | 2432 | §103 | Final Rejection | 10d overdue | Pending | Jun 10, 2025 |
| 18850539 | TOLL-FREE SUBSCRIPTION AND RENTAL SERVICE SYSTEM | Life Labo Co., Ltd. | WALLICK, STEPHANIE SHOSHANA | 3628 | §103 | Non-Final OA | 3d overdue | Pending | May 28, 2025 |
| 19215684 | SHOOTING REST AND USE OF A SHOOTING REST FOR SUPPORTING A FIREARM AT A FORE-END TO A SUBSTANTIALLY VERTICAL EXTERNAL SUPPORT BODY | Kohomelo OY | KLEIN, GABRIEL J | 3641 | §112 | Non-Final OA | — | Pending | May 22, 2025 |
| 19196029 | METHOD FOR INCORPORATING FUTURE CROP PRODUCTION INTO SAFE CLIMATIC SPACE | China Agricultural University | TORRES CHANZA, GABRIEL JOSE | 3625 | §103 | Final Rejection | — | Pending | May 01, 2025 |
| 19053595 | CHANNEL INFORMATION PROCESSING METHOD AND APPARATUS, COMMUNICATION DEVICE, AND STORAGE MEDIUM | Vivo Mobile Communication Co., Ltd. | FOTAKIS, ARISTOCRATIS | §112 | Non-Final OA | — | Pending | Feb 14, 2025 | |
| 19047870 | PERSONALIZED FEDERATED LEARNING METHOD, USER AUTHENTICATION METHOD, AND DEVICE PERFORMING THE SAME | Kakaobank Corp. | FAROOQUI, QUAZI | §103 | Non-Final OA | — | Pending | Feb 07, 2025 | |
| 19100420 | MULTI-ROW PROPELLER (MRP) WITH CO-ROTATING BLADES | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | SEABE, JUSTIN D | 3745 | §103 | Final Rejection | 8d | Pending | Jan 31, 2025 |
| 19100414 | ELECTRICALLY SMALL NON-LTI ANTENNA MODULATION SCHEMA | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | JAIN, ANKUR | 2633 | §103 | Non-Final OA | — | Pending | Jan 31, 2025 |
| 18879857 | DATA PACKET TRANSMISSION METHOD AND VIRTUAL NETWORK GROUP | China Telecom Corporation Limited | SALL, EL HADJI MALICK | 2457 | §102 | Non-Final OA | — | Pending | Dec 30, 2024 |
| 18877647 | BIOGAS MATERIAL EVALUATION VALUE COMPUTATION DEVICE AND PROGRAM USED FOR BIOGAS MATERIAL EVALUATION VALUE COMPUTATION DEVICE | Tbm Co., Ltd. | RUHL, DENNIS WILLIAM | 3626 | §101 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18968478 | INTERNAL PEDICLE INSULATOR | Chap-Med, Inc. | COTRONEO, STEVEN J | §103 | Non-Final OA | — | Pending | Dec 04, 2024 | |
| 18943080 | CONTINUOUSLY VARIABLE ACTIVE REACTANCE SYSTEMS AND METHODS | Etherdyne Technologies, Inc. | PHAM, DUC M | 2849 | §103 | Non-Final OA | — | Pending | Nov 11, 2024 |
| 18854362 | ULTRA-HIGH SPATIAL RESOLUTION STRUCTURED LIGHT SCANNER AND APPLICATIONS THEREOF | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | STAFIRA, MICHAEL PATRICK | 2877 | §103 | Non-Final OA | 56d | Pending | Oct 04, 2024 |
| 18853880 | AUTOMATED GRADING AND ASSESSMENT OF COINS | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | GARCIA, PAULO ANDRES | §103 | Non-Final OA | — | Pending | Oct 03, 2024 | |
| 18901218 | DEMAND-ADAPTIVE MEMORY COMPRESSION IN HARDWARE | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | WADDY JR, EDWARD | 2135 | §103 | Final Rejection | — | Pending | Sep 30, 2024 |
| 18899480 | RESOURCE PROCESSING METHOD AND APPARATUS, AND TERMINAL | Vivo Mobile Communication Co., Ltd. | SHARMA, GAUTAM | §103 | Non-Final OA | — | Pending | Sep 27, 2024 | |
| 18850941 | TASK-DRIVEN PRIVACY-PRESERVING DATA-SHARING FOR DATA SHARING ECOSYSTEMS | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | RASHID, HARUNUR | 2497 | §103 | Final Rejection | — | Pending | Sep 25, 2024 |
| 18850480 | UNIFORM COATING OF A SURFACE | Renaissance Fusion | GAMBETTA, KELLY M | 1718 | §103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18807660 | CODING METHOD, APPARATUS, AND DEVICE | Vivo Mobile Communication Co., Ltd. | OAKES, JUSTIN MONTGOMERY | §103 | Non-Final OA | — | Pending | Aug 16, 2024 | |
| 18782796 | METHOD AND APPARATUS FOR DETERMINING VALIDITY DURATION OF REFERENCE SIGNAL, AND TERMINAL | Vivo Mobile Communication Co., Ltd. | OLALEYE, OLADIRAN GIDEON | §102 | Non-Final OA | — | Pending | Jul 24, 2024 | |
| 18774214 | SYSTEM AND METHOD FOR SIMULTANEOUS TRANSPORT OF CRUDE-OIL AND NAPHTHA IN CROSS-COUNTRY CRUDE OIL-PIPELINE | Hpcl-Mittal Energy Limited | GRAHAM, CHANTEL LORAN | 1771 | §103 | Non-Final OA | — | Pending | Jul 16, 2024 |
| 18765899 | GAP INFORMATION TRANSMISSION METHOD AND APPARATUS AND NETWORK SIDE DEVICE | Vivo Mobile Communication Co., Ltd. | KRUEGER, KENT K | §102 | Non-Final OA | — | Pending | Jul 08, 2024 | |
| 18763488 | PRACH REPETITION TRANSMISSION METHOD, TERMINAL, AND NETWORK-SIDE DEVICE | Vivo Mobile Communication Co., Ltd. | POLLACK, MELVIN H | §103 | Non-Final OA | — | Pending | Jul 03, 2024 | |
| 18726259 | SMART WORK ZONE SYSTEM | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | HAN, CHARLES J | 3665 | §103 | Final Rejection | — | Pending | Jul 02, 2024 |
| 18726264 | MULTI-DEVICE POWER CONSUMPTION OPTIMIZATION | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | CHAN, DANNY | 2175 | §103 | Non-Final OA | 35d | Pending | Jul 02, 2024 |
| 18621714 | Continuously Assessing External Risk for Internet-Facing Assets | Abricto Security LLC | BROWN, CHRISTOPHER J | 2439 | §103 | Final Rejection | 15d | Pending | Mar 29, 2024 |
| 18607457 | MEASUREMENT METHOD AND APPARATUS, MEASUREMENT CONFIGURATION METHOD AND APPARATUS, TERMINAL, AND NETWORK-SIDE DEVICE | Vivo Mobile Communication Co., Ltd. | LEE, CHAE S | 2415 | §103 | Final Rejection | 2d overdue | Pending | Mar 16, 2024 |
| 18692140 | INFRARED IMAGING DEVICE | Lynred | VIEAUX, GARY C | 2638 | §103 | Non-Final OA | 8d overdue | Pending | Mar 14, 2024 |
| 18601199 | REAL-TIME CONTROL OF LASER POWER FOR LASER POWDER BED FUSION | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | XU, PETER | §103 | Non-Final OA | — | Pending | Mar 11, 2024 | |
| 18588498 | INTERPRETER SERVICES LIFECYCLE APPLICATIONS AND ENVIRONMENT | Interp, LLC | BROCKINGTON III, WILLIAM S | 3623 | §103 | Final Rejection | 17d overdue | Pending | Feb 27, 2024 |
| 18586890 | MONITORING METHOD AND APPARATUS, WAKE-UP SIGNAL TRANSMISSION METHOD AND APPARATUS, TERMINAL, AND NETWORK-SIDE DEVICE | Vivo Mobile Communication Co., Ltd. | COSME, NATASHA W | 2465 | §103 | Final Rejection | 3d overdue | Pending | Feb 26, 2024 |
| 18684374 | SUPPORT SOCKET AND METHOD FOR MANUFACTURING PARTS USING SUPPORT SOCKET | Knj Co.,Ltd | BERMAN, JASON | 1794 | §103 | Non-Final OA | — | Pending | Feb 16, 2024 |
| 18434105 | PDCCH MONITORING METHOD, RELATED DEVICE, AND READABLE STORAGE MEDIUM | Vivo Mobile Communication Co., Ltd. | PHUNG, LUAT | 2468 | §103 | Non-Final OA | 47d | Pending | Feb 06, 2024 |
| 18430434 | CONTROL RESOURCE MONITORING METHOD AND APPARATUS AND READABLE STORAGE MEDIUM | Vivo Mobile Communication Co., Ltd. | VOLTAIRE, JEAN F | 2417 | §102 | Non-Final OA | — | Pending | Feb 01, 2024 |
| 18292958 | SURGICAL TRAINING MODEL | Fusetec 3D Pty Ltd. | DOSHER, JULIE GRACE | 3715 | §103 | Final Rejection | — | Pending | Jan 29, 2024 |
| 18425302 | METHOD FOR PREPARING THERAGNOSTIC CARBON QUANTUM-DOT NANOMEDICINES FOR TARGETED DRUG DELIVERY TO ACUTE-MYELOID LEUKEMIA | Central Labs- King Khalid University | DONOHUE, SEAN R | §103 | Non-Final OA | — | Pending | Jan 29, 2024 | |
| 18419792 | COMMUNICATION SENSING METHOD AND APPARATUS, AND DEVICE | Vivo Mobile Communication Co., Ltd. | MIAH, LITON | 2642 | §103 | Non-Final OA | — | Pending | Jan 23, 2024 |
| 18573837 | Methods of Additive Manufacturing by Direct Ink Writing of Emulsion Compositions | Nutech Ventures | BARTLETT, VICTORIA | 1744 | §103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18563246 | DATA DRIVEN SMART NON-PNEUMATIC TIRES | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | PANDE, ASHUTOSH | 3668 | §103 | Final Rejection | — | Pending | Nov 21, 2023 |
| 18563255 | INTEGRATED THERMAL CONTROL FOR ADDITIVE MANUFACTURING AND COATING | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | TAUFIQ, FARAH N | 1754 | §103 | Non-Final OA | — | Pending | Nov 21, 2023 |
| 18560907 | NON-CONTACT TYPE OCULAR PHYSICAL PROPERTY MEASURING DEVICE | Quovisu LLC | SHOSTAK, ANDREY | 3791 | §103 | Non-Final OA | — | Pending | Nov 14, 2023 |
| 18559156 | OBSTACLE AVOIDANCE METHOD AND APPARATUS FOR SELF-WALKING DEVICE, AND MEDIUM AND ELECTRONIC DEVICE | BEIJING ROBOROCK INNOVATION TECHNOLOGY CO., LTD. | REDA, MATTHEW J | 3665 | §103 | Non-Final OA | — | Pending | Nov 06, 2023 |
| 18557122 | DUST COLLECTION PILE, CLEANING ROBOT, AND CLEANING SYSTEM | BEIJING ROBOROCK INNOVATION TECHNOLOGY CO., LTD. | SEHN, MICHAEL L | 3745 | §103 | Non-Final OA | — | Pending | Oct 25, 2023 |
| 18555551 | OBSTACLE AVOIDANCE METHOD AND APPARATUS FOR ROBOT, ROBOT, STORAGE MEDIUM, AND ELECTRONIC DEVICE | BEIJING ROBOROCK INNOVATION TECHNOLOGY CO., LTD. | WOOD, BLAKE ANDREW | 3658 | §103 | Non-Final OA | — | Pending | Oct 16, 2023 |
| 18478331 | VISUALIZATION OF AI METHODS AND DATA EXPLORATION | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | ABOU EL SEOUD, MOHAMED | 2148 | §103 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18474360 | CONTACTOR AND AIR CONDITIONING SYSTEM | Xiamen Hongfa Electrical Safety & Controls Co., Ltd. | HOMZA, LISA NHUNG | 2837 | §103 | Non-Final OA | — | Pending | Sep 26, 2023 |
| 18549440 | TESTING AND EDUCATION MICROREACTOR | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | KIL, JINNEY | 3646 | §103 | Non-Final OA | — | Pending | Sep 07, 2023 |
| 18549447 | DOUBLE-SIDE COOLED POWER MODULES | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | VALENZUELA, PATRICIA D | 2812 | §103 | Non-Final OA | 28d | Pending | Sep 07, 2023 |
| 18362222 | INTEGRATED TRANSFORMER-INDUCTOR AND EMI SHIELD | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | HOSSAIN, KAZI S | 2837 | §103 | Non-Final OA | — | Pending | Jul 31, 2023 |
| 18270578 | METHOD AND SYSTEM FOR CONTROLLING THE HANDLING OF PRODUCTS | UBIQUICOM S.R.L. | WANG, KAI NMN | 3664 | §102 | Non-Final OA | 4d overdue | Pending | Jun 30, 2023 |
| 18328372 | INTEGRATED TRANSFORMERS FOR HIGH CURRENT CONVERTERS | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | LIAN, MANG TIN BIK | 2837 | §103 | Non-Final OA | — | Pending | Jun 02, 2023 |
| 18327545 | OPTIMIZED WHITEWATER HELMET DESIGN | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | BRAVO, JOCELYN MARY | 3732 | §103 | Non-Final OA | — | Pending | Jun 01, 2023 |
| 18299364 | AUTOMATED TRANSLATION OF COMPUTER LANGUAGES TO EXTRACT AND DEPLOY COMPUTER SYSTEMS AND SOFTWARE | Rhino.Ai, Inc. | MITCHELL, JASON D | 2199 | §103 | Final Rejection | — | Pending | Apr 12, 2023 |
| 18246807 | SYSTEM AND METHOD FOR PRESENTING CONSTRUCTION INFORMATION | Tyrrells Administration Pty Ltd. | RICKS, DONNA J | 2618 | §103 | Final Rejection | — | Pending | Mar 27, 2023 |
| 18181048 | REINFORCEMENT LEARNING WITH OPTIMIZATION-BASED POLICY | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | ROHD, BENJAMIN MATTHEW | 2147 | §103 | Final Rejection | — | Pending | Mar 09, 2023 |
| 18044264 | SUPPORT FOR SEMICONDUCTOR SUBSTRATES FOR PECVD TREATMENT WITH HIGH SUBSTRATE LOADING CAPACITY | Semco Smartech France | KIM, PAUL D | 3729 | §103 | Non-Final OA | 9d overdue | Pending | Mar 07, 2023 |
| 18172109 | RUGBY HEADGEAR EVALUATION SYSTEM AND METHOD | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | SATANOVSKY, ALEXANDER | 2857 | §103 | Non-Final OA | — | Pending | Feb 21, 2023 |
| 18172127 | SNOW SPORT HELMET EVALUATION SYSTEM | VIRGINIA TECH INTELLECTUAL PROPERTIES, INC. | SATANOVSKY, ALEXANDER | 2857 | §103 | Non-Final OA | — | Pending | Feb 21, 2023 |
| 17905647 | MOLTEN SALT FAST REACTOR | State Atomic Energy Corporation "Rosatom" | KIL, JINNEY | 3646 | §103 | Final Rejection | — | Pending | Sep 05, 2022 |
| 17775546 | SYSTEMS AND METHODS FOR AUTOMATED DETECTION OF SWITCH CAPACITOR OPERATION | Sentient Technology Holdings, LLC | HAGOS, EYOB | 2857 | §103 | Final Rejection | — | Pending | May 09, 2022 |
| 17620466 | FRAGRANCE-ENHANCING COMPOSITIONS | Almendra Pte. Ltd. | BRANDSEN, BENJAMIN MICHAEL | 1693 | §101 | Non-Final OA | — | Pending | Dec 17, 2021 |
| 17431242 | SYSTEM AND METHOD FOR HANDLING DRILL RODS | Titeline Services Pty Ltd. | YAO, THEODORE N | 3676 | §103 | Final Rejection | 22d | Pending | Aug 16, 2021 |
| 17105987 | SYSTEM AND A METHOD FOR GENERATING STRESS LEVEL AND STRESS RESILIENCE LEVEL INFORMATION FOR AN INDIVIDUAL | Global Stress Index Pty Ltd. | MULLINS, JESSICA LYNN | 3792 | §103 | Final Rejection | — | Pending | Nov 27, 2020 |
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