Prosecution Insights
Prosecution Insights
71 pending office actions • 34 clients • 70 examiners • 51 art units • 0 of 71 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 27 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. 27 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 | 6 (8%) |
| §101 + other | 13 (18%) |
| §103 only | 26 (37%) |
| §102 only | 3 (4%) |
| §112 only | 4 (6%) |
| Double-patenting only | 3 (4%) |
| Multi-statute (no §101) | 16 (23%) |
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 |
|---|---|---|---|
| STCLAIR, ANDREW D | 2 | 60.3% | +25.3% |
| TRAN, LOI H | 1 | 64.7% | +23.1% |
| RAMESH, KRISHNAN | 1 | 80.9% | +17.9% |
| PONCIANO, PATRICK BERNAS | 1 | 59.6% | +9.5% |
| LEE, EDMUND H | 1 | 69.4% | +17.9% |
| VO, HUYEN X | 1 | 83.3% | +20.0% |
| MCPHERSON, JAMES M | 1 | 82.3% | +17.2% |
| MINSKEY, JACOB T | 1 | 69.0% | +33.3% |
| SAFAIPOUR, BOBBAK | 1 | 86.0% | +10.8% |
| WRIGHT, BRYAN F | 1 | 78.3% | +23.8% |
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 |
|---|---|---|---|
| 19229450 | IMPACT DETECTION ON VEHICLE UNDERSIDE | RAMESH, KRISHNAN | — |
| 18981165 | TRAINING METHOD FOR IMAGE RECOGNITION MODEL, SPINNERET PLATE DETECTION METHOD AND APPARATUS | SAFAIPOUR, BOBBAK | — |
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 |
|---|---|---|---|
| 17846060 | Method and Apparatus for Transmitting System Parameters of Soft Access Device, Device and Medium | STCLAIR, ANDREW D | 381d overdue |
| 18262601 | PROCESSING DATA FOR TRANSMISSION OVER A COMMUNICATION SYSTEM | NGO, ANGELIE THIEN THAN | 147d overdue |
| 18255637 | DEVICE IDENTIFICATION | BRAUNLICH, MARTIN WALTER | 133d overdue |
| 18093190 | HOLOGRAPHIC DISPLAY SYSTEM AND METHOD | CHANG, AUDREY Y | 81d overdue |
| 18956791 | ENGINE CONTROL UNIT CALIBRATION | HOLBROOK, TEUTA BAJRAMOVIC | 77d overdue |
| 18131121 | ISOLATED PLANT PROTEIN COMPOSITIONS WITH LOWERED VOLATILE ORGANIC COMPOUNDS | SHELLHAMMER, JAMES PAUL | 67d overdue |
| 17649277 | NEURAL NETWORK SYNTHESIZER | FACCENDA, GISEL GABRIELA | 66d overdue |
| 17995199 | FORCE-DIRECTED GRAPH LAYOUT | WAJE, CARLO C | 19d 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 |
|---|---|---|---|
| 17900859 | Method, Apparatus and Device for Negotiating Traffic-to-link Mapping Configuration and Storage Medium | STCLAIR, ANDREW D | 483d overdue |
| 17846060 | Method and Apparatus for Transmitting System Parameters of Soft Access Device, Device and Medium | STCLAIR, ANDREW D | 381d overdue |
| 19283040 | METHODS AND SYSTEMS OF COMBINING VIDEO CONTENT WITH ONE OR MORE AUGMENTATIONS TO PRODUCE AUGMENTED VIDEO | TRAN, LOI H | — |
| 19229450 | IMPACT DETECTION ON VEHICLE UNDERSIDE | RAMESH, KRISHNAN | — |
| 18991177 | METHOD AND MOULD SYSTEM | LEE, EDMUND H | — |
| 18987878 | SYSTEMS AND METHODS FOR AUTOMATIC GENERATION OF ELECTRONIC ACTIVITY CONTENT FOR RECORD OBJECTS USING MACHINE LEARNING ARCHITECTURES | VO, HUYEN X | — |
| 18986582 | TRAFFIC FLOW VECTOR FIELDS | MCPHERSON, JAMES M | — |
| 18984866 | EXPANDABLE MEMBER FOR RECEPTACLE MOULDING | MINSKEY, JACOB T | — |
| Art Unit | Apps |
|---|---|
| 2874 | 4 |
| 2183 | 2 |
| 3992 | 2 |
| 2645 | 2 |
| 1793 | 2 |
| 2178 | 2 |
| 2127 | 2 |
| 3634 | 1 |
| 1744 | 1 |
| 3663 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19283040 | METHODS AND SYSTEMS OF COMBINING VIDEO CONTENT WITH ONE OR MORE AUGMENTATIONS TO PRODUCE AUGMENTED VIDEO | Genius Sports Ss, LLC | TRAN, LOI H | §103 | Non-Final OA | — | Pending | Jul 28, 2025 | |
| 19229450 | IMPACT DETECTION ON VEHICLE UNDERSIDE | Zoox, Inc. | RAMESH, KRISHNAN | §103 | Non-Final OA | — | Pending | Jun 05, 2025 | |
| 19108114 | AN ELECTRICALLY DRIVEN CONTROL SYSTEM FOR A ROTATABLE UPRIGHT BLAST DOOR | Hunan Yunhui Technology Co., Ltd. | PONCIANO, PATRICK BERNAS | 3634 | §103 | Final Rejection | 4d overdue | Pending | Feb 28, 2025 |
| 18991177 | METHOD AND MOULD SYSTEM | Pulpex Limited | LEE, EDMUND H | 1744 | §112 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18987878 | SYSTEMS AND METHODS FOR AUTOMATIC GENERATION OF ELECTRONIC ACTIVITY CONTENT FOR RECORD OBJECTS USING MACHINE LEARNING ARCHITECTURES | People.Ai, Inc. | VO, HUYEN X | §101 | Non-Final OA | — | Pending | Dec 19, 2024 | |
| 18986582 | TRAFFIC FLOW VECTOR FIELDS | Zoox, Inc. | MCPHERSON, JAMES M | 3663 | §103§112 | Final Rejection | — | Pending | Dec 18, 2024 |
| 18984866 | EXPANDABLE MEMBER FOR RECEPTACLE MOULDING | Pulpex Limited | MINSKEY, JACOB T | §102§103§112 | Non-Final OA | — | Pending | Dec 17, 2024 | |
| 18981165 | TRAINING METHOD FOR IMAGE RECOGNITION MODEL, SPINNERET PLATE DETECTION METHOD AND APPARATUS | Zhejiang Hengyi Petrochemical Co., Ltd. | SAFAIPOUR, BOBBAK | DP | Non-Final OA | — | Pending | Dec 13, 2024 | |
| 18972271 | BLIND SIGNATURE SYSTEM AND METHOD USING LATTICE-BASED CRYPTOGRAPHY | Pqshield Ltd. | WRIGHT, BRYAN F | 2497 | §101§103§112 | Non-Final OA | — | Pending | Dec 06, 2024 |
| 18963621 | METHOD AND SYSTEM FOR COMPRESSING DATA REPRENTATIVE OF A MAPPING FOR USE IN IMAGE PROCESSING | Arm Limited | TAHA, AHMED | §102§103 | Non-Final OA | — | Pending | Nov 28, 2024 | |
| 18956791 | ENGINE CONTROL UNIT CALIBRATION | Secondmind Limited | HOLBROOK, TEUTA BAJRAMOVIC | 3747 | §101 | Final Rejection | 77d overdue | Pending | Nov 22, 2024 |
| 18950921 | MANDREL SYSTEM AND METHOD | Pulpex Limited | FORTUNA, JOSE A | DP | Non-Final OA | — | Pending | Nov 18, 2024 | |
| 18941769 | METHOD FOR UPDATING A SCENE REPRESENTATION MODEL | Imperial College Innovations Limited | NGUYEN, THUY-VI THI | 3668 | §101§102 | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18938358 | WIRELESS COMMUNICATION METHOD USING MULTIPLE LINKS, AND WIRELESS COMMUNICATION TERMINAL USING SAME | Wilus Institute Of Standards And Technology Inc. | LIN, WILL W | 2412 | §103 | Non-Final OA | 76d | Pending | Nov 06, 2024 |
| 18934176 | METHOD, SYSTEM AND COMPUTER PROGRAM FOR REGISTERING A USER WITH A THIRD-PARTY SERVICE | Paycasso Verify Ltd. | BINCZAK, BRANDON MICHAEL | 2437 | §102§103§112 | Non-Final OA | 26d | Pending | Oct 31, 2024 |
| 18919168 | PROCESSOR | Arm Limited | METZGER, MICHAEL J | 2183 | §103 | Final Rejection | — | Pending | Oct 17, 2024 |
| 18912141 | HANDOVER FROM A MOVING BASE STATION | British Telecommunications Public Limited Company | HENEGHAN, MATTHEW E | 3992 | §112 | Non-Final OA | 22d overdue | Pending | Oct 10, 2024 |
| 18850344 | MULTIPLE ACCESS SCHEME PROVISIONING | British Telecommunications Public Limited Company | CRIGLER, RYAN ALEXANDER | §103Other | Non-Final OA | — | Pending | Sep 24, 2024 | |
| 18892083 | MEASUREMENT OF INSULATION RESISTANCE OF AN ELECTRICAL INSULATOR | Megger Instruments Ltd. | GONZALEZ, MILTON | 2852 | §101 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18890765 | WIRELESS COMMUNICATION METHOD USING SHARED TXOP, AND WIRELESS COMMUNICATION TERMINAL USING SAME | Wilus Institute Of Standards And Technology Inc. | MILORD, MARCEAU | §103 | Non-Final OA | — | Pending | Sep 20, 2024 | |
| 18784629 | METHOD, APPARATUS AND SYSTEM FOR FACILITATING TARGETED CONTENT DELIVERY | Novatiq Technologies Limited | ANDERSON, SCOTT C | 3694 | §101§103§112 | Final Rejection | 6d | Pending | Jul 25, 2024 |
| 18774060 | SYSTEM ADJUSTMENT BASED ON RISK | Egress Software Technologies Ip Limited | GURSKI, AMANDA KAREN | 3625 | §101 | Non-Final OA | — | Pending | Jul 16, 2024 |
| 18758573 | AUDIO PRIORITIZATION | Zoox, Inc. | BRINEY III, WALTER F | 2692 | §103 | Final Rejection | 2d overdue | Pending | Jun 28, 2024 |
| 18754740 | POLARISATION CONVERTER AND METHOD OF FABRICATION | Smart Photonics Holding B.V. | KIANNI, KAVEH C | 2874 | §102 | Non-Final OA | — | Pending | Jun 26, 2024 |
| 18749113 | PHARMACEUTICAL COMPOSITION FOR TREATMENT OF VIRAL INFECTIONS | Virenc AB | VARADARAJ, ARCHANA | DP | Non-Final OA | — | Pending | Jun 20, 2024 | |
| 18680361 | USER ACCOUNT OBJECT MANAGEMENT | Immersive Labs Holdings Limited | YUAN, PETER LI | §103 | Non-Final OA | — | Pending | May 31, 2024 | |
| 35522476 | Part of tugboat | Svitzer A/S | HSU, JERRY SHIUAN-HUA | 2961 | §102 | Final Rejection | — | Pending | May 13, 2024 |
| 18658831 | ELECTRO-OPTICAL MODULATOR | Technische Universiteit Eindhoven | RADKOWSKI, PETER | 2874 | §103 | Non-Final OA | — | Pending | May 08, 2024 |
| 18654728 | AUDIO PROCESSING DEVICE AND METHOD FOR SUPPRESSING NOISE | Iris Audio Technologies Limited | KY, KEVIN | 2671 | §103 | Non-Final OA | 29d | Pending | May 03, 2024 |
| 18613750 | GROUP BETTING SYSTEM AND METHOD | Bet Theory UK Ltd. | WONG, JEFFREY KEITH | 3715 | §101 | Non-Final OA | 84d | Pending | Mar 22, 2024 |
| 18604274 | EYEBOX TARGETING USING AN IMAGE-REPLICATING COMBINER | Vividq Limited | TAVLYKAEV, ROBERT FUATOVICH | 2896 | §103 | Non-Final OA | 27d | Pending | Mar 13, 2024 |
| 18604344 | ELECTRO-OPTICAL MODULATOR | Technische Universiteit Eindhoven | WONG, TINA MEI SENG | 2874 | §102§103Other | Non-Final OA | — | Pending | Mar 13, 2024 |
| 18600464 | SYSTEMS AND METHODS FOR MAINTAINING CONFIDENCE SCORES OF ENTITY ASSOCIATIONS DERIVED FROM SYSTEMS OF RECORD | People.Ai, Inc. | ALMANI, MOHSEN | 2159 | §102§103 | Final Rejection | — | Pending | Mar 08, 2024 |
| 18684136 | APPARATUS FOR SUPPLYING FLUID TO A TISSUE AREA | Fisher & Paykel Healthcare Limited | SU, SUSAN SHAN | 3781 | §103 | Final Rejection | — | Pending | Feb 15, 2024 |
| 18434373 | MACHINE LEARNING-BASED SOFTWARE ADD-ON FOR PROCESSING ENVIRONMENTAL DATA | Ivalua SAS | TRUONG, BENJAMIN LY | 3626 | §101§103 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18427768 | SYSTEMS AND METHODS OF GENERATING AN ENGAGEMENT PROFILE | People.Ai, Inc. | ESKRIDGE, CORY W | 3624 | §101§103§112Other | Non-Final OA | — | Pending | Jan 30, 2024 |
| 18416480 | HOLOGRAPHIC DISPLAY SYSTEM AND METHOD FOR REDUCING EFFECTS OF QUANTISATION NOISE | Vividq Limited | VU, PHU | 2871 | §112 | Non-Final OA | — | Pending | Jan 18, 2024 |
| 18414230 | OPERATION DISTRIBUTION ACROSS MULTIPLE PROCESSING CORES | Arm Limited | DOMAN, SHAWN | 2183 | §103 | Final Rejection | 14d | Pending | Jan 16, 2024 |
| 18411258 | NEODYMIUM-IRON-BORON MAGNET MATERIAL, PREPARATION METHOD AND USE THEREFOR | Fujian Golden Dragon Rare-Earth Co., Ltd. | CARDA, DANIELLE MARIE | 1738 | §103§112 | Non-Final OA | — | Pending | Jan 12, 2024 |
| 18409417 | SYSTEM AND METHOD FOR CONTROLLING AN AUTONOMOUS VEHICLE | Zoox, Inc. | TROOST, AARON L | 3666 | §103 | Non-Final OA | — | Pending | Jan 10, 2024 |
| 18574644 | NETWORK SECURITY | British Telecommunications Public Limited Company | DAILEY, THOMAS J | 2458 | §103 | Final Rejection | 8d | Pending | Dec 27, 2023 |
| 18543371 | IMAGE PROCESSING WITHOUT COLOR CHANNEL CLIPPING | Arm Limited | LIN, JESSICA YIFANG | 2668 | §102§103 | Non-Final OA | — | Pending | Dec 18, 2023 |
| 18534580 | WIRELESS COMMUNICATION METHOD USING MULTI-LINK AND WIRELESS COMMUNICATION TERMINAL USING SAME | Wilus Institute Of Standards And Technology Inc. | CHOWDHURY, MOHAMMED SHAMSUL | 2467 | §103 | Non-Final OA | — | Pending | Dec 09, 2023 |
| 18495630 | VERIFICATION METHOD FOR INTRUSION RESPONSE SYSTEM | British Telecommunications Public Limited Company | HARRIS, CHRISTOPHER C | 2432 | §101§103§112 | Non-Final OA | — | Pending | Oct 26, 2023 |
| 18476101 | VIDEO FACE CLUSTERING | Flawless Holdings Limited | RODRIGUEZ, ANTHONY JASON | 2672 | §103 | Final Rejection | 71d | Pending | Sep 27, 2023 |
| 18277523 | R-T-B MAGNET AND PREPARATION METHOD THEREFOR | Fujian Golden Dragon Rare-Earth Co., Ltd. | CARPENTER, JOSHUA S | 1733 | §103§112 | Non-Final OA | — | Pending | Aug 16, 2023 |
| 18358995 | EFFICIENT TASK ALLOCATION | Arm Limited | AKBARI, FARAZ TIMA | 2196 | §103 | Non-Final OA | — | Pending | Jul 26, 2023 |
| 18262601 | PROCESSING DATA FOR TRANSMISSION OVER A COMMUNICATION SYSTEM | British Telecommunications Public Limited Company | NGO, ANGELIE THIEN THAN | 2416 | §102§103 | Final Rejection | 147d overdue | Pending | Jul 24, 2023 |
| 18261712 | HANDOVER OF A GROUP OF USER EQUIPMENT WITH INDIVIDUAL ACCESS REQUEST | British Telecommunications Public Limited Company | GENACK, MATTHEW W | 2645 | §103 | Final Rejection | 68d | Pending | Jul 17, 2023 |
| 18341443 | SEMICONDUCTOR STRUCTURE FOR PHOTONIC INTEGRATED CIRCUIT AND METHOD OF MANUFACTURE | Smart Photonics Holding B.V. | SMITH, CHAD | 2874 | §102§103§112 | Non-Final OA | — | Pending | Jun 26, 2023 |
| 18255637 | DEVICE IDENTIFICATION | British Telecommunications Public Limited Company | BRAUNLICH, MARTIN WALTER | 2858 | §101§102§103§112 | Non-Final OA | 133d overdue | Pending | Jun 02, 2023 |
| 18324825 | RESIST MIXTURE | Faradaic Sensors GmbH | TRAYWICK, ANDREW PRESTON | 1737 | §102§103 | Final Rejection | — | Pending | May 26, 2023 |
| 18316602 | EFFICIENT DATA PROCESSING, ARBITRATION AND PRIORITIZATION | Arm Limited | RIGGINS, ARI FAITH COLEMA | 2197 | §101§103§112 | Final Rejection | — | Pending | May 12, 2023 |
| 18312868 | METHOD AND PROCESSING UNIT FOR GENERATING AN OUTPUT FEATURE MAP | Arm Limited | CHOI, DAVID E | 2148 | §103 | Final Rejection | — | Pending | May 05, 2023 |
| 18131121 | ISOLATED PLANT PROTEIN COMPOSITIONS WITH LOWERED VOLATILE ORGANIC COMPOUNDS | Eat Just, Inc. | SHELLHAMMER, JAMES PAUL | 1793 | §102§103 | Non-Final OA | 67d overdue | Pending | Apr 05, 2023 |
| 18101360 | ESTABLISHING A WIRELESS CONNECTION WITH A MOBILE DEVICE | Cellxion Ltd. | CUMMING, WILLIAM D | 2645 | §101 | Final Rejection | 2d overdue | Pending | Jan 25, 2023 |
| 18093190 | HOLOGRAPHIC DISPLAY SYSTEM AND METHOD | Vividq Limited | CHANG, AUDREY Y | 2872 | §103§112 | Final Rejection | 81d overdue | Pending | Jan 04, 2023 |
| 18002706 | USER DEVICE CONFIGURATION | British Telecommunications Public Limited Company | ALI, AFAQ | 2434 | §103 | Non-Final OA | — | Pending | Dec 21, 2022 |
| 18053051 | HANDOVER FROM A MOVING BASE STATION | British Telecommunications Public Limited Company | LIE, ANGELA M | 3992 | §112Other | Final Rejection | 4d overdue | Pending | Nov 07, 2022 |
| 17995199 | FORCE-DIRECTED GRAPH LAYOUT | British Telecommunications Public Limited Company | WAJE, CARLO C | 2151 | §101§102§103§112 | Non-Final OA | 19d overdue | Pending | Sep 30, 2022 |
| 17900859 | Method, Apparatus and Device for Negotiating Traffic-to-link Mapping Configuration and Storage Medium | Aegis 11 S.A. | STCLAIR, ANDREW D | 2178 | §102 | Non-Final OA | 483d overdue | Pending | Aug 31, 2022 |
| 17846060 | Method and Apparatus for Transmitting System Parameters of Soft Access Device, Device and Medium | Aegis 11 S.A. | STCLAIR, ANDREW D | 2178 | §101§102§103§112 | Non-Final OA | 381d overdue | Pending | Jun 22, 2022 |
| 17807054 | FAULT DETECTION IN NEURAL NETWORKS | Arm Limited | TRUONG, LOAN | 2114 | §103 | Final Rejection | — | Pending | Jun 15, 2022 |
| 17807121 | SYSTEM AND METHOD FOR CREATING APPLICATION INTERFACES FOR MULTIPHYSICS MODELING | Comsol AB | NGUYEN, KENNY | 2171 | §101§103 | Non-Final OA | 35d | Pending | Jun 15, 2022 |
| 17633564 | IMPROVEMENTS TO QKD METHODS | British Telecommunications Public Limited Company | ALMEIDA, DEVIN E | 2492 | §103 | Final Rejection | — | Pending | Feb 07, 2022 |
| 17649277 | NEURAL NETWORK SYNTHESIZER | Arm Limited | FACCENDA, GISEL GABRIELA | 2127 | §103§112 | Non-Final OA | 66d overdue | Pending | Jan 28, 2022 |
| 17551983 | FOOD PRODUCTS COMPRISING CULTIVATED BOVINE CELLS AND METHODS THEREOF | Good Meat, Inc. | HUMPHRIES, NICHOLAS ADAM | 1631 | §102§103 | Final Rejection | 8d overdue | Pending | Dec 15, 2021 |
| 17460083 | EXTRUDATE FOOD COMPOSITIONS COMPRISING CULTIVATED ANIMAL CELLS AND METHODS OF PRODUCTION THEREOF | Good Meat, Inc. | PRAKASH, SUBBALAKSHMI | 1793 | §103 | Final Rejection | 14d | Pending | Aug 27, 2021 |
| 17387454 | OPTIMISED MACHINE LEARNING PROCESSING | Arm Limited | HAN, JOSEP | 2122 | §101§102§103 | Non-Final OA | — | Pending | Jul 28, 2021 |
| 17076392 | PROVIDING NEURAL NETWORKS | Arm Limited | RAMESH, TIRUMALE K | 2121 | §103 | Final Rejection | — | Pending | Oct 21, 2020 |
| 16392366 | NEURAL NETWORK PROCESSING | Arm Limited | KWON, JUN | 2127 | §101§103 | Final Rejection | — | Pending | Apr 23, 2019 |
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