Prosecution Insights
Prosecution Insights
52 pending office actions • 23 clients • 50 examiners • 29 art units • 0 of 52 (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 | 5 (10%) |
| §101 + other | 11 (21%) |
| §103 only | 13 (25%) |
| §102 only | 2 (4%) |
| §112 only | 3 (6%) |
| Double-patenting only | 4 (8%) |
| Multi-statute (no §101) | 14 (27%) |
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 |
|---|---|---|---|
| KELLY, CATHERINE A | 2 | 59.9% | +28.0% |
| PLAYER, ROBERT AUSTIN | 2 | 14.3% | +44.1% |
| ZARRINEH, SHAHRIAR | 1 | 77.5% | +6.3% |
| SLAUGOVSKY, RACHEL MARIE | 1 | 64.7% | +41.9% |
| MORRISON, JAY A | 1 | 81.0% | +23.9% |
| HUSSAIN, TAUQIR | 1 | 84.4% | +26.1% |
| RAHIM, MONJUR | 1 | 84.5% | +16.4% |
| DALEY, CHRISTOPHER ANTHONY | 1 | 83.9% | +10.5% |
| LEE, GIL H | 1 | 82.9% | +29.9% |
| ROY, DEBJANI | 1 | 75.2% | +14.9% |
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 |
|---|---|---|---|
| 19219784 | AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING MICROSTRUCTURAL FEATURES | HUSSAIN, TAUQIR | — |
| 19087201 | ELECTRONIC DEVICE FOR SECURE COMMUNICATIONS WITH AN AUTOMOBILE | RAHIM, MONJUR | — |
| 19060189 | MID-LINK FORENSIC SYSTEM FOR REMOTE APPLICATION ENVIRONMENT BASED ON UNIQUE MARKERS | LEE, GIL H | — |
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 |
|---|---|---|---|
| 17397129 | STOCHASTIC-SWITCHED NOISE STIMULATION FOR IDENTIFICATION OF INPUT-OUTPUT BRAIN NETWORK DYNAMICS AND CLOSED LOOP CONTROL | SHOSTAK, ANDREY | 97d overdue |
| 18733432 | OUTREACH COMMUNICATION CONTROLS USING MACHINE LEARNING | GARTLAND, SCOTT D | 50d overdue |
| 17572581 | SYSTEMS AND METHODS FOR BIG-DATA RESOURCE MANAGEMENT | RIVERA GONZALEZ, IVONNEMARY | 42d overdue |
| 18633064 | SUBSTRATE INSTANCE CERTIFICATES | KIM, HEE SOO | 31d overdue |
| 16429492 | ADAPTIVE MEDICAL DOCUMENTATION SYSTEM | HOLCOMB, MARK | 25d overdue |
| 18334237 | ELECTROCATALYTIC POLYMER DEVICE FOR BIOLOGICAL DETECTION | SUN, CAITLYN MINGYUN | 62d |
| 18963108 | Untitled | ZARRINEH, SHAHRIAR | — |
| 19314055 | MASKLESS RESPIRATORY, SKIN, AND EYE PROTECTION DEVICE FOR AEROSOLS AND VAPORS INCLUDING CHEMICAL, BIOLOGICAL, RADIOLOGICAL, NUCLEAR, AND EXPLOSIVE (CBRNE) CONTAMINANTS | SLAUGOVSKY, RACHEL MARIE | — |
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 |
|---|---|---|---|
| 19314055 | MASKLESS RESPIRATORY, SKIN, AND EYE PROTECTION DEVICE FOR AEROSOLS AND VAPORS INCLUDING CHEMICAL, BIOLOGICAL, RADIOLOGICAL, NUCLEAR, AND EXPLOSIVE (CBRNE) CONTAMINANTS | SLAUGOVSKY, RACHEL MARIE | — |
| 19257364 | PADDLE SHAFT LOCKING MECHANISM FOR GATE TRANSMISSION PROTECTION | KELLY, CATHERINE A | — |
| 19257356 | GATE TRANSMISSION PROTECTION DEVICE | KELLY, CATHERINE A | — |
| 19242804 | SYSTEM AND TECHNIQUES FOR ENRICHING LOG RECORDS WITH FIELDS FROM OTHER LOG RECORDS IN STRUCTURED FORMAT | MORRISON, JAY A | — |
| 19219784 | AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING MICROSTRUCTURAL FEATURES | HUSSAIN, TAUQIR | — |
| 19087201 | ELECTRONIC DEVICE FOR SECURE COMMUNICATIONS WITH AN AUTOMOBILE | RAHIM, MONJUR | — |
| 19070373 | HIGH BANDWIDTH THREE-DIMENSIONAL SYSTEM-ON-CHIP | DALEY, CHRISTOPHER ANTHONY | — |
| 19060189 | MID-LINK FORENSIC SYSTEM FOR REMOTE APPLICATION ENVIRONMENT BASED ON UNIQUE MARKERS | LEE, GIL H | — |
| Art Unit | Apps |
|---|---|
| 3791 | 3 |
| 3619 | 2 |
| 3683 | 2 |
| 3685 | 2 |
| 1776 | 1 |
| 2161 | 1 |
| 2409 | 1 |
| 2842 | 1 |
| 2408 | 1 |
| 3688 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18963108 | Untitled | Oracle International Corporation | ZARRINEH, SHAHRIAR | §102§103 | Non-Final OA | — | Pending | ||
| 19314055 | MASKLESS RESPIRATORY, SKIN, AND EYE PROTECTION DEVICE FOR AEROSOLS AND VAPORS INCLUDING CHEMICAL, BIOLOGICAL, RADIOLOGICAL, NUCLEAR, AND EXPLOSIVE (CBRNE) CONTAMINANTS | Patient Knowhow, Inc. | SLAUGOVSKY, RACHEL MARIE | 1776 | §102§103§112 | Non-Final OA | — | Pending | Aug 29, 2025 |
| 19257364 | PADDLE SHAFT LOCKING MECHANISM FOR GATE TRANSMISSION PROTECTION | Cubic Transportation Systems, Inc. | KELLY, CATHERINE A | 3619 | §103 | Non-Final OA | — | Pending | Jul 01, 2025 |
| 19257356 | GATE TRANSMISSION PROTECTION DEVICE | Cubic Transportation Systems, Inc. | KELLY, CATHERINE A | 3619 | §112 | Non-Final OA | — | Pending | Jul 01, 2025 |
| 19242804 | SYSTEM AND TECHNIQUES FOR ENRICHING LOG RECORDS WITH FIELDS FROM OTHER LOG RECORDS IN STRUCTURED FORMAT | Oracle International Corporation | MORRISON, JAY A | 2161 | §101§103§112 | Non-Final OA | — | Pending | Jun 18, 2025 |
| 19219784 | AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING MICROSTRUCTURAL FEATURES | Veracity Protocol Inc. | HUSSAIN, TAUQIR | DP | Non-Final OA | — | Pending | May 27, 2025 | |
| 19087201 | ELECTRONIC DEVICE FOR SECURE COMMUNICATIONS WITH AN AUTOMOBILE | Sideassure, Inc. | RAHIM, MONJUR | DP | Non-Final OA | — | Pending | Mar 21, 2025 | |
| 19070373 | HIGH BANDWIDTH THREE-DIMENSIONAL SYSTEM-ON-CHIP | Kepler Computing Inc. | DALEY, CHRISTOPHER ANTHONY | §102§103 | Non-Final OA | — | Pending | Mar 04, 2025 | |
| 19060189 | MID-LINK FORENSIC SYSTEM FOR REMOTE APPLICATION ENVIRONMENT BASED ON UNIQUE MARKERS | Netskope, Inc. | LEE, GIL H | §112Other | Non-Final OA | — | Pending | Feb 21, 2025 | |
| 19060433 | APPARATUS FOR NANOMATERIAL GENERATION AND PRINTING | Oregon State University | ROY, DEBJANI | §103 | Non-Final OA | — | Pending | Feb 21, 2025 | |
| 19049881 | Vulnerability remediation based on priority of policies | Netskope, Inc. | DADA, BEEMNET W | DP | Non-Final OA | — | Pending | Feb 10, 2025 | |
| 19044385 | DYNAMIC DETERMINATION OF THRESHOLD ROUTING VALUE USING MACHINE-LEARNING MODELS | Live Nation Entertainment, Inc. | MILLER, ALAN S | 2409 | §101§102§112 | Non-Final OA | — | Pending | Feb 03, 2025 |
| 18984820 | SYSTEM AND METHOD FOR GENERATING A BIRD-EYE VIEW MAP | Naver Corporation | TSENG, CHENG YUAN | §102 | Non-Final OA | — | Pending | Dec 17, 2024 | |
| 18874526 | METAL-OXIDE VARISTOR (MOV) BASED SURGE PROTECTION CIRCUIT FOR PLASMA PROCESSING CHAMBER | Lam Research Corporation | WELLS, KENNETH B | 2842 | §102§103 | Non-Final OA | — | Pending | Dec 12, 2024 |
| 18963093 | APPLICATION SECURITY MANAGEMENT SYSTEM INTEGRATED WITH APPLICATION STATUS AND SENSOR DATA USE PATTERNS | Oracle International Corporation | KNACKSTEDT, JACOB BENEDICT | 2408 | §103 | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18932362 | HYBRID INTERFACE WITH AI-ENABLED SYSTEM FOR LIVE EVENT TICKET BOOKING | Live Nation Entertainment, Inc. | SMITH, LINDSEY B | 3688 | §101§102§103 | Non-Final OA | — | Pending | Oct 30, 2024 |
| 18887979 | MULTI-CLASS INTERACTIVE SEGMENTATION GRAPHICAL USER INTERFACE | VENTANA MEDICAL SYSTEMS, INC. | DESIRE, GREGORY M | §102 | Non-Final OA | — | Pending | Sep 17, 2024 | |
| 18815475 | INDUCTION HEATED FAN FOR DISHWASHER | Midea Group Co., Ltd. | CAMPBELL, NATASHA N. | 1714 | §103 | Final Rejection | — | Pending | Aug 26, 2024 |
| 18811404 | ASSISTIVE PROBLEM-ORIENTED SUMMARY GENERATION OF PATIENT RECORDS | Oracle International Corporation | EDOUARD, JONATHAN CHRISTOPHER | 3683 | §101§103 | Final Rejection | — | Pending | Aug 21, 2024 |
| 18805247 | LEVERAGING SYNTHETIC IMAGES TO IMPROVE VISUAL LOCALIZATION IN CASE OF EXTREME DOMAIN SHIFTS | Naver Corporation | JAMES, DOMINIQUE NICOLE | 2666 | §103 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18793270 | AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING VOTING OF LOCAL MICROSTRUCTURAL FEATURES | Veracity Protocol Inc. | SHUI, MING | §101§102Other | Non-Final OA | — | Pending | Aug 02, 2024 | |
| 18728348 | SENSORS FOR SEMICONDUCTOR PROCESSING TOOLS | Lam Research Corporation | LIN, ERICA S Y | §102§103 | Non-Final OA | — | Pending | Jul 11, 2024 | |
| 18724531 | METHOD FOR REDUCING VARIATIONS IN MASK TOPOGRAPHY | Lam Research Corporation | REMAVEGE, CHRISTOPHER | 1713 | §102§103 | Non-Final OA | — | Pending | Jun 26, 2024 |
| 18718751 | WAFER TRANSFER PADDLES WITH MINIMUM CONTACT AREA STRUCTURES FOR REDUCED BACKSIDE MARKING | Lam Research Corporation | JOERGER, KAITLIN S | §102§103 | Non-Final OA | — | Pending | Jun 11, 2024 | |
| 18733432 | OUTREACH COMMUNICATION CONTROLS USING MACHINE LEARNING | Cerner Innovation, Inc. | GARTLAND, SCOTT D | 3685 | §101§103 | Final Rejection | 50d overdue | Pending | Jun 04, 2024 |
| 18676239 | METHOD AND SYSTEM FOR RESOURCE OPTIMIZATION TO PERFORM AN OPERATION | Oracle International Corporation | DORAIS, CRAIG C | §101 | Non-Final OA | — | Pending | May 28, 2024 | |
| 18674661 | AUTOMATED PARALLELIZED PROCESSING OF DECISION-TREE GUIDELINES USING ELECTRONIC RECORD | Roche Molecular Systems, Inc. | QAYYUM, ZESHAN | §101 | Non-Final OA | — | Pending | May 24, 2024 | |
| 18640709 | SYSTEMS AND METHODS FOR TRAINING AN AUTONOMOUS MACHINE TO PERFORM AN OPERATION | Naver Corporation | STANLEY, JEREMY L | §102§103§112 | Non-Final OA | — | Pending | Apr 19, 2024 | |
| 18633064 | SUBSTRATE INSTANCE CERTIFICATES | Oracle International Corporation | KIM, HEE SOO | 2443 | §101 | Non-Final OA | 31d overdue | Pending | Apr 11, 2024 |
| 18600546 | ERGONOMIC DIBBLE GARDENING TOOL | Oregon State University | TORRES, ALICIA M | 3671 | §103 | Final Rejection | — | Pending | Mar 08, 2024 |
| 18444597 | CORDLESS APPLIANCE POWER MANAGEMENT | Midea Group Co., Ltd. | INGE, JOSEPH N | 2836 | §103 | Final Rejection | — | Pending | Feb 16, 2024 |
| 18682020 | AUTO BIT CHECK FOR PNEUMATIC VALVE VERIFICATION | Lam Research Corporation | WILLIAMS, JAMEL E | 2855 | §103 | Non-Final OA | — | Pending | Feb 07, 2024 |
| 18419270 | SYSTEMS AND METHODS FOR OBJECTIVE-BASED SCORING USING MACHINE LEARNING TECHNIQUES | Live Nation Entertainment, Inc. | ZONG, RUOLEI | 2441 | DP | Final Rejection | 49d overdue | Pending | Jan 22, 2024 |
| 18414725 | FLEXIBLE EXOSUIT FOR ASSISTIVE MOBILITY | Skip Innovations, Inc. | PATEL, AREN | §102§103 | Non-Final OA | — | Pending | Jan 17, 2024 | |
| 18528497 | LOAD DISCONNECT SWITCH SYSTEM FOR A WIRELESS POWERED APPLIANCE | Midea Group Co., Ltd. | PAN, YUHUI R | 2116 | §103 | Non-Final OA | 28d | Pending | Dec 04, 2023 |
| 18511862 | OMICS-INFERRED BODY INDEX METHOD AND SYSTEM | Institute For Systems Biology | WINSTON III, EDWARD B | 3683 | §101 | Final Rejection | — | Pending | Nov 16, 2023 |
| 18478471 | Spinal-Cord Stimulation Techniques for Predicting Current or Future Myelination and/or Objectively Characterizing Multiple Sclerosis State | Rune Labs, Inc. | MONTGOMERY, MELISSA JO | 3791 | §101§103§112 | Final Rejection | — | Pending | Sep 29, 2023 |
| 18475182 | LIGHT EMITTING DEVICE AND METHOD OF MANUFACTURING THE SAME | Oregon State University | MAZUMDER, DIDARUL A | 2812 | §103 | Final Rejection | 9d | Pending | Sep 26, 2023 |
| 18230005 | SYSTEMS AND METHODS FOR AUTOMATED DEPLOYMENT OF CLOUD ASSETS | Oracle International Corporation | AQUINO, WYNUEL S | 2199 | §103 | Final Rejection | — | Pending | Aug 03, 2023 |
| 18334237 | ELECTROCATALYTIC POLYMER DEVICE FOR BIOLOGICAL DETECTION | Oregon State University | SUN, CAITLYN MINGYUN | 1795 | §103§112 | Non-Final OA | 62d | Pending | Jun 13, 2023 |
| 18326776 | SCRAMBLED CUBE GAME OR PUZZLE | C-U-B-E-S LLC | WEISS, NICHOLAS J | 3711 | §103§112 | Final Rejection | — | Pending | May 31, 2023 |
| 18314522 | REGULATORY DOCUMENT ANALYSIS WITH NATURAL LANGUAGE PROCESSING | Cerner Innovation, Inc. | NGUYEN, CHAU T | 2145 | §103Other | Final Rejection | — | Pending | May 09, 2023 |
| 18168056 | DETERMINING VIABILITY AND TREATMENT OF DISEASE AGENTS | Institute For Systems Biology | PLAYER, ROBERT AUSTIN | §101§103§112 | Non-Final OA | — | Pending | Feb 13, 2023 | |
| 18160678 | PREDICTING A RECOMMENDED THERAPY FROM GUT COMPOSITIONAL DATA | Institute For Systems Biology | FRUMKIN, JESSE P | §101§102 | Non-Final OA | — | Pending | Jan 27, 2023 | |
| 18157004 | LONGITUDINAL SYSTEM USING NON-FUNGIBLE TOKENS THAT EVOLVE OVER TIME | Live Nation Entertainment, Inc. | DANG, CHRISTINE | 3698 | §103§112 | Non-Final OA | — | Pending | Jan 19, 2023 |
| 18048019 | MANGANESE OR SCANDIUM DOPED FERROELECTRIC PLANAR DEVICE AND DIFFERENTIAL BIT-CELL | Kepler Computing Inc. | WARD, ERIC A | 2891 | §103 | Non-Final OA | — | Pending | Oct 19, 2022 |
| 17967711 | IONIC LIQUID-BASED DEPOLYMERIZATION OPTIMIZATION | X Development LLC | PLAYER, ROBERT AUSTIN | 1684 | §101§103§112DP | Non-Final OA | — | Pending | Oct 17, 2022 |
| 17572581 | SYSTEMS AND METHODS FOR BIG-DATA RESOURCE MANAGEMENT | Live Nation Entertainment, Inc. | RIVERA GONZALEZ, IVONNEMARY | 3626 | §101§103§112 | Final Rejection | 42d overdue | Pending | Jan 10, 2022 |
| 17397129 | STOCHASTIC-SWITCHED NOISE STIMULATION FOR IDENTIFICATION OF INPUT-OUTPUT BRAIN NETWORK DYNAMICS AND CLOSED LOOP CONTROL | UNIVERSITY OF SOUTHERN CALIFORNIA | SHOSTAK, ANDREY | 3791 | §103§112 | Final Rejection | 97d overdue | Pending | Aug 09, 2021 |
| 17214574 | Head Harness & Wireless EEG Monitoring System | Neurovigil, Inc. | BERHANU, ETSUB D | 3791 | §112 | Non-Final OA | — | Pending | Mar 26, 2021 |
| 16665508 | APPLYING LOW COVERAGE WHOLE GENOME SEQUENCING FOR INTELLIGENT GENOMIC ROUTING | Color Health, Inc. | STRIEGEL, THEODORE CHARLES | 1685 | §103§112 | Non-Final OA | — | Pending | Oct 28, 2019 |
| 16429492 | ADAPTIVE MEDICAL DOCUMENTATION SYSTEM | Cerner Innovation, Inc. | HOLCOMB, MARK | 3685 | §101 | Final Rejection | 25d overdue | Pending | Jun 03, 2019 |
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