Prosecution Insights
Prosecution Insights
37 pending office actions • 6 clients • 37 examiners • 33 art units • 3 of 37 (8%) have an AI response strategy ready • 205 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 36 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. 36 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%) |
| §103 only | 32 (86%) |
| §102 only | 2 (5%) |
| No statute on record | 1 (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 |
|---|---|---|---|
| HONORE, EVEL NMN | 1 | 45.5% | +18.8% |
| HUYNH, HAI H | 1 | 93.4% | +7.1% |
| PEERCE, MATTHEW J | 1 | 67.9% | +27.1% |
| DIVELBISS, MATTHEW H | 1 | 22.7% | +24.0% |
| LE, MICHAEL | 1 | 65.9% | +22.1% |
| MACILWINEN, JOHN MOORE JAIN | 1 | 67.7% | +27.3% |
| PATEL, YOGESHKUMAR G | 1 | 82.9% | +3.3% |
| HO, THOMAS Y | 1 | 16.1% | +30.7% |
| SHIBEROU, MAHELET | 1 | 73.2% | +27.3% |
| RAMPHAL, LATASHA DEVI | 1 | 33.3% | +48.7% |
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 |
|---|---|---|---|
| 19005740 | CONTROL APPARATUS AND METHOD OF REAR-WHEEL STEERING SYSTEM | HUYNH, HAI H | 9d |
| 18665706 | ACTIVE NOISE CONTROL DEVICE FOR A VEHICLE AND A CONTROL METHOD THEREFOR | PATEL, YOGESHKUMAR G | 21d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18591437 | MACHINE-LEARNING DRIVEN DATA ANALYSIS AND HEALTHCARE RECOMMENDATIONS | MONTICELLO, WILLIAM THOMAS | 117d overdue |
| 18661833 | MACHINE-LEARNING DRIVEN PRICING GUIDANCE | HO, THOMAS Y | 4d overdue |
| 18914811 | METHOD AND SYSTEM OF INTELLIGENT RISK ANALYSIS AND RISK MITIGATION FOR A PROJECT | DIVELBISS, MATTHEW H | 9d |
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 |
|---|---|---|---|
| 18678756 | ROLE INFERENCE ON COMMUNICATION GRAPHS | MACILWINEN, JOHN MOORE JAIN | 22d overdue |
| 19045594 | SYSTEM AND METHOD FOR UNCERTAINTY-AWARE TRAVERSABILITY ESTIMATION WITH OPTIMUM-FIDELITY SCAN DATA | HONORE, EVEL NMN | 5d overdue |
| 18661833 | MACHINE-LEARNING DRIVEN PRICING GUIDANCE | HO, THOMAS Y | 4d overdue |
| 18959862 | APPARATUS FOR LAMP OF VEHICLE | PEERCE, MATTHEW J | 5d |
| 18914811 | METHOD AND SYSTEM OF INTELLIGENT RISK ANALYSIS AND RISK MITIGATION FOR A PROJECT | DIVELBISS, MATTHEW H | 9d |
| 18655981 | AI GRAPHIC DESIGN TEXT EDITING ASSISTANT | SHIBEROU, MAHELET | 34d |
| 18654488 | AI-BASED CUSTOMERS AND PARTNERS MATCHING METHOD AND SYSTEM | RAMPHAL, LATASHA DEVI | 49d |
| 18770378 | METHOD AND SYSTEM OF RECOLORING ARTIFACTS BASED ON VARIOUS PARAMETERS | LE, MICHAEL | 56d |
| Client (Assignee) | Pending OAs |
|---|---|
| Microsoft | 21 |
| Hyundai Motor Group | 11 |
| Nayya Health, Inc. | 2 |
| Field AI | 1 |
| Hughes Network Systems | 1 |
| THE ROCKEFELLER UNIVERSITY | 1 |
| Art Unit | Apps |
|---|---|
| 3616 | 4 |
| 3624 | 2 |
| 2142 | 1 |
| 3747 | 1 |
| 2875 | 1 |
| 2614 | 1 |
| 2454 | 1 |
| 2691 | 1 |
| 2171 | 1 |
| 3688 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19045594 | SYSTEM AND METHOD FOR UNCERTAINTY-AWARE TRAVERSABILITY ESTIMATION WITH OPTIMUM-FIDELITY SCAN DATA | Field AI, Inc. | HONORE, EVEL NMN | 2142 | §103 | Non-Final OA | 5d overdue | Pending | Feb 05, 2025 |
| 19005740 | CONTROL APPARATUS AND METHOD OF REAR-WHEEL STEERING SYSTEM | Hyundai Mobis Co., Ltd. | HUYNH, HAI H | 3747 | §102 | Non-Final OA | 9d | Pending | Dec 30, 2024 |
| 18959862 | APPARATUS FOR LAMP OF VEHICLE | Hyundai Mobis Co., Ltd. | PEERCE, MATTHEW J | 2875 | §103 | Non-Final OA | 5d | Pending | Nov 26, 2024 |
| 18914811 | METHOD AND SYSTEM OF INTELLIGENT RISK ANALYSIS AND RISK MITIGATION FOR A PROJECT | Microsoft Technology Licensing, LLC | DIVELBISS, MATTHEW H | 3624 | §101 | Final Rejection | 9d | Pending | Oct 14, 2024 |
| 18770378 | METHOD AND SYSTEM OF RECOLORING ARTIFACTS BASED ON VARIOUS PARAMETERS | Microsoft Technology Licensing, LLC | LE, MICHAEL | 2614 | §103 | Non-Final OA | 56d | Pending | Jul 11, 2024 |
| 18678756 | ROLE INFERENCE ON COMMUNICATION GRAPHS | Microsoft Technology Licensing, LLC | MACILWINEN, JOHN MOORE JAIN | 2454 | §103 | Non-Final OA | 22d overdue | Pending | May 30, 2024 |
| 18665706 | ACTIVE NOISE CONTROL DEVICE FOR A VEHICLE AND A CONTROL METHOD THEREFOR | Hyundai Mobis Co., Ltd. | PATEL, YOGESHKUMAR G | 2691 | §103 | Non-Final OA | 21d | Pending | May 16, 2024 |
| 18661833 | MACHINE-LEARNING DRIVEN PRICING GUIDANCE | Nayya Health, Inc. | HO, THOMAS Y | 3624 | §103 | Non-Final OA | 4d overdue | Pending | May 13, 2024 |
| 18655981 | AI GRAPHIC DESIGN TEXT EDITING ASSISTANT | Microsoft Technology Licensing, LLC | SHIBEROU, MAHELET | 2171 | §103 | Non-Final OA | 34d | Pending | May 06, 2024 |
| 18654488 | AI-BASED CUSTOMERS AND PARTNERS MATCHING METHOD AND SYSTEM | Microsoft Technology Licensing, LLC | RAMPHAL, LATASHA DEVI | 3688 | §103 | Non-Final OA | 49d | Pending | May 03, 2024 |
| 18623510 | METHOD AND SYSTEM OF VISUALIZING COMPUTER ENVIRONMENT ARCHITECTURE | Microsoft Technology Licensing, LLC | SOON, DAVID W | 2615 | §103 | Final Rejection | 2d overdue | AI Ready | Apr 01, 2024 |
| 18591437 | MACHINE-LEARNING DRIVEN DATA ANALYSIS AND HEALTHCARE RECOMMENDATIONS | Nayya Health, Inc. | MONTICELLO, WILLIAM THOMAS | 3681 | §101 | Final Rejection | 117d overdue | Pending | Feb 29, 2024 |
| 18584121 | SOFTWARE DEFINED NETWORKING WITH DIFFERENTIATED QUALITY OF SERVICE IN A SATELLITE COMMUNICATION SYSTEM | Hughes Network Systems, LLC | CARDONE, JASON D | 2458 | §103 | Non-Final OA | 15d | Pending | Feb 22, 2024 |
| 18429151 | FAN-IN AND FAN-OUT ARCHITECTURE FOR SUPPLY CHAIN TRACEABILITY | Microsoft Technology Licensing, LLC | ZEVITZ, DANIELLE ELIZABETH | 3628 | §103 | Non-Final OA | 66d overdue | AI Ready | Jan 31, 2024 |
| 18427953 | VEHICLE CONTROLLER HEAT DISSIPATION MODULE | Hyundai Mobis Co., Ltd. | ROJOHN III, CLAIRE E | 3763 | §103 | Final Rejection | 19d | Pending | Jan 31, 2024 |
| 18539443 | DATA COMPLIANCE SYSTEM AND METHOD | Microsoft Technology Licensing, LLC | KIM, EUI H | 2453 | §103 | Final Rejection | 3d overdue | Pending | Dec 14, 2023 |
| 18531863 | BRAKE DEVICE AND VEHICLE EQUIPPED WITH BRAKE DEVICE | Hyundai Mobis Co., Ltd. | TORRES WILLIAMS, MELANIE | 3616 | §102 | Non-Final OA | 1d overdue | Pending | Dec 07, 2023 |
| 18531041 | METHOD AND SYSTEM OF PROVIDING ACCESS CONTROL TO RESOURCES BASED ON ROSTER-SCOPED ROLES | Microsoft Technology Licensing, LLC | CHACKO, JOE | 2457 | §103 | Non-Final OA | 27d | Pending | Dec 06, 2023 |
| 18564349 | ABSTRACTIVE CONTENT TRANSFORMATION | Microsoft Technology Licensing, LLC | SMITH, BENJAMIN J | 2172 | §103 | Non-Final OA | 50d | Pending | Nov 27, 2023 |
| 18498204 | FRONT LIGHT IRRADIATION ANGLE ADJUSTMENT SYSTEM AND METHOD | Hyundai Mobis Co., Ltd. | GOODBODY, JOAN T | 3664 | §103 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18557187 | Spatiotemporal Multiplexing Module | The Rockefeller University | MALEVIC, DJURA | 2884 | §103 | Final Rejection | 15d | Pending | Oct 25, 2023 |
| 18489490 | VEHICULAR BRAKING APPARATUS | Hyundai Mobis Co., Ltd. | IRVIN, THOMAS W | 3616 | §103 | Final Rejection | 46d | Pending | Oct 18, 2023 |
| 18487766 | BRAKE DEVICE | Hyundai Mobis Co., Ltd. | WILLIAMS, THOMAS J | 3616 | §103 | Non-Final OA | 5d overdue | Pending | Oct 16, 2023 |
| 18485358 | GENERATING EDITABLE TEMPLATES FOR DESIGNS | Microsoft Technology Licensing, LLC | AUGUSTINE, NICHOLAS | 2178 | §103 | Final Rejection | 72d | Pending | Oct 12, 2023 |
| 18473988 | METHOD AND SYSTEM OF ANALYZING ENTERPRISE-TO-ENTERPRISE CONNECTIONS | Microsoft Technology Licensing, LLC | EPSTEIN, BRIAN M | 3625 | §103 | Final Rejection | 74d overdue | Pending | Sep 25, 2023 |
| 18459787 | ELECTRONIC PARKING BRAKE APPARATUS | Hyundai Mobis Co., Ltd. | HSIAO, JAMES K | 3616 | Other | Final Rejection | 14d | Pending | Sep 01, 2023 |
| 18358485 | HYBRID ENVIRONMENT FOR INTERACTIONS BETWEEN VIRTUAL AND PHYSICAL USERS | Microsoft Technology Licensing, LLC | ANWAH, OLISA | 2692 | §103 | Final Rejection | 63d | Pending | Jul 25, 2023 |
| 18338422 | SECURE COMMUNICATION CHANNEL INJECTION FOR AUTHENTICATION ACROSS HOSTS WITH N-LEVEL DEEP APPLICATIONS | Microsoft Technology Licensing, LLC | LIN, SHERMAN L | 2447 | §103 | Non-Final OA | 56d | Pending | Jun 21, 2023 |
| 18336403 | ARTIFICIAL INTELLIGENCE (AI) BASED INTERFACE SYSTEM | Microsoft Technology Licensing, LLC | TRACY JR., EDWARD | 2656 | §103 | Final Rejection | 36d | Pending | Jun 16, 2023 |
| 18334491 | PASSIVE WIRELESS COMMUNICATION USING A MODULATED REFLECTOR | Microsoft Technology Licensing, LLC | EDRADA, ISABELLA AMEYALI | 3648 | §103 | Final Rejection | 32d overdue | Pending | Jun 14, 2023 |
| 18304542 | CONTEXTUAL ARTIFICIAL INTELLIGENCE (AI) BASED WRITING ASSISTANCE | Microsoft Technology Licensing, LLC | TAN, DAVID H | 2145 | §103 | Non-Final OA | 75d | Pending | Apr 21, 2023 |
| 18185791 | CONDITIONED SMART IMAGE CROPPING | Microsoft Technology Licensing, LLC | DIGUGLIELMO, DANIELLA MARIE | 2666 | §103 | Final Rejection | 19d | Pending | Mar 17, 2023 |
| 18176668 | METHOD AND SYSTEM OF GENERATING CUSTOMIZED IMAGES | Microsoft Technology Licensing, LLC | ZHAI, KYLE | 2611 | §103 | Non-Final OA | 10d overdue | Pending | Mar 01, 2023 |
| 18149956 | MECHANISMS FOR MEASURING AND MINIMIZING THE IMPACT OF SOFTWARE EXPERIENCES ON HUMAN CONTEXT-SWITCHING | Microsoft Technology Licensing, LLC | MUHEBBULLAH, SAJEDA | 2174 | §103 | Non-Final OA | 15d | AI Ready | Jan 04, 2023 |
| 17840169 | Generation and Explanation of Transformer Computation Graph Using Graph Attention Model | Microsoft Technology Licensing, LLC | KIM, SEHWAN | 2129 | §103 | Final Rejection | 68d | Pending | Jun 14, 2022 |
| 17726752 | VEHICLE CONTROL SYSTEM AND METHOD FOR USING RECOGNITION OF STATE OF DRIVER | Hyundai Mobis Co., Ltd. | BLACK-CHILDRESS, RAJSHEED O | 2685 | §103 | Non-Final OA | 14d | Pending | Apr 22, 2022 |
| 17693862 | STEERING WHEEL STERILIZATION SYSTEM AND METHOD | Hyundai Mobis Co., Ltd. | MARCHESCHI, MICHAEL A | 1799 | §103 | Non-Final OA | 225d overdue | Pending | Mar 14, 2022 |
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