Prosecution Insights
Prosecution Insights
32 pending office actions • 7 clients • 32 examiners • 25 art units • 1 of 32 (3%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 12 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. 12 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 (6%) |
| §101 + other | 4 (12%) |
| §103 only | 15 (47%) |
| §102 only | 1 (3%) |
| §112 only | 1 (3%) |
| Multi-statute (no §101) | 9 (28%) |
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 |
|---|---|---|---|
| REN, ZHUBING | 1 | 71.6% | +42.3% |
| TSUI, WILSON W | 1 | 61.7% | +57.2% |
| PEERCE, MATTHEW J | 1 | 68.2% | +27.1% |
| KIYABU, KARIN A | 1 | 56.5% | +40.3% |
| LONG, ROBERT FRANKLIN | 1 | 72.2% | +20.6% |
| DIVELBISS, MATTHEW H | 1 | 23.4% | +23.9% |
| DUNAY, CHRISTOPHER E | 1 | 76.2% | +13.8% |
| SCHWARTZ, CHRISTOPHER P | 1 | 85.6% | +6.0% |
| AYOTUNDE, AYODEJI O | 1 | 83.3% | +6.9% |
| BUI, HANH THI MINH | 1 | 80.1% | +64.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18725427 | COVERT SPORTS COMMUNICATION SYSTEM | AYOTUNDE, AYODEJI O | — |
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 |
|---|---|---|---|
| 18176668 | METHOD AND SYSTEM OF GENERATING CUSTOMIZED IMAGES | ZHAI, KYLE | 10d overdue |
| 18914811 | METHOD AND SYSTEM OF INTELLIGENT RISK ANALYSIS AND RISK MITIGATION FOR A PROJECT | DIVELBISS, MATTHEW H | 9d |
| 18185791 | CONDITIONED SMART IMAGE CROPPING | DIGUGLIELMO, DANIELLA MARIE | 19d |
| 17840169 | Generation and Explanation of Transformer Computation Graph Using Graph Attention Model | KIM, SEHWAN | 68d |
| 18304542 | CONTEXTUAL ARTIFICIAL INTELLIGENCE (AI) BASED WRITING ASSISTANCE | TAN, DAVID H | 75d |
| 18292998 | Untitled | REN, ZHUBING | — |
| 18759067 | Untitled | TSUI, WILSON W | — |
| 19080045 | LIGHTING DEVICE FOR VEHICLE | PEERCE, MATTHEW J | — |
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 |
|---|---|---|---|
| 18914811 | METHOD AND SYSTEM OF INTELLIGENT RISK ANALYSIS AND RISK MITIGATION FOR A PROJECT | DIVELBISS, MATTHEW H | 9d |
| 18292998 | Untitled | REN, ZHUBING | — |
| 18759067 | Untitled | TSUI, WILSON W | — |
| 19080045 | LIGHTING DEVICE FOR VEHICLE | PEERCE, MATTHEW J | — |
| 19059978 | DISPLAY CONTROL METHOD AND DISPLAY CONTROL APPARATUS | KIYABU, KARIN A | — |
| 18998317 | WORK MACHINE | LONG, ROBERT FRANKLIN | — |
| 18906997 | LAMP CONTROL SYSTEM, LAMP CONTROL METHOD, AND VEHICLE | DUNAY, CHRISTOPHER E | — |
| 18680100 | MONITOR-GUIDED DECODING OF CODE LANGUAGE MODELS WITH STATIC ANALYSIS OF REPOSITORY CONTEXT | BUI, HANH THI MINH | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Microsoft | 18 |
| Hyundai Motor Group | 9 |
| Koki | 1 |
| Craig Anthony Filicetti | 1 |
| Hughes Network Systems | 1 |
| Pienomial Inc. | 1 |
| Totani Corporation | 1 |
| Art Unit | Apps |
|---|---|
| 2875 | 2 |
| 2483 | 1 |
| 2172 | 1 |
| 2626 | 1 |
| 3731 | 1 |
| 3624 | 1 |
| 2192 | 1 |
| 2682 | 1 |
| 2615 | 1 |
| 2458 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18292998 | Untitled | Microsoft Technology Licensing, LLC | REN, ZHUBING | 2483 | §101§103 | Non-Final OA | — | Pending | |
| 18759067 | Untitled | Microsoft Technology Licensing, LLC | TSUI, WILSON W | 2172 | §103§112 | Non-Final OA | — | Pending | |
| 19080045 | LIGHTING DEVICE FOR VEHICLE | Hyundai Mobis Co., Ltd. | PEERCE, MATTHEW J | 2875 | §102§103 | Non-Final OA | — | Pending | Mar 14, 2025 |
| 19059978 | DISPLAY CONTROL METHOD AND DISPLAY CONTROL APPARATUS | Hyundai Mobis Co., Ltd. | KIYABU, KARIN A | 2626 | §103Other | Final Rejection | — | Pending | Feb 21, 2025 |
| 18998317 | WORK MACHINE | Koki Holdings Co., Ltd. | LONG, ROBERT FRANKLIN | 3731 | §103 | Final Rejection | — | Pending | Jan 24, 2025 |
| 18914811 | METHOD AND SYSTEM OF INTELLIGENT RISK ANALYSIS AND RISK MITIGATION FOR A PROJECT | Microsoft Technology Licensing, LLC | DIVELBISS, MATTHEW H | 3624 | §101§103 | Final Rejection | 9d | Pending | Oct 14, 2024 |
| 18906997 | LAMP CONTROL SYSTEM, LAMP CONTROL METHOD, AND VEHICLE | Hyundai Mobis Co., Ltd. | DUNAY, CHRISTOPHER E | 2875 | §112 | Non-Final OA | — | Pending | Oct 04, 2024 |
| 18768542 | BRAKING APPARATUS FOR VEHICLE | Hyundai Mobis Co., Ltd. | SCHWARTZ, CHRISTOPHER P | §103§112 | Non-Final OA | — | Pending | Jul 10, 2024 | |
| 18725427 | COVERT SPORTS COMMUNICATION SYSTEM | Craig Anthony Filicetti | AYOTUNDE, AYODEJI O | §103 | Non-Final OA | — | Pending | Jun 28, 2024 | |
| 18680100 | MONITOR-GUIDED DECODING OF CODE LANGUAGE MODELS WITH STATIC ANALYSIS OF REPOSITORY CONTEXT | Microsoft Technology Licensing, LLC | BUI, HANH THI MINH | 2192 | §101 | Non-Final OA | — | Pending | May 31, 2024 |
| 18680208 | MULTIMODAL AERIAL GROUNDING AND TRACKING | Microsoft Technology Licensing, LLC | ZHANG, FAN | 2682 | §103 | Non-Final OA | — | Pending | May 31, 2024 |
| 18678134 | AI-BASED CONTENT TRANSFORMATION INTO DIAGRAMS | Microsoft Technology Licensing, LLC | PHAKOUSONH, DARAVANH | §101 | Non-Final OA | — | Pending | May 30, 2024 | |
| 18623510 | METHOD AND SYSTEM OF VISUALIZING COMPUTER ENVIRONMENT ARCHITECTURE | Microsoft Technology Licensing, LLC | TUNG, KEE M | 2615 | §103 | Non-Final OA | 2d overdue | AI Ready | Apr 01, 2024 |
| 18584121 | SOFTWARE DEFINED NETWORKING WITH DIFFERENTIATED QUALITY OF SERVICE IN A SATELLITE COMMUNICATION SYSTEM | Hughes Network Systems, LLC | CARDONE, JASON D | 2458 | §103 | Final Rejection | 15d | Pending | Feb 22, 2024 |
| 18426553 | INJECTION ASSEMBLY | Hyundai Mobis Co., Ltd. | MELENDEZ, ARMAND | 1759 | §103 | Non-Final OA | — | Pending | Jan 30, 2024 |
| 18406739 | AI-BASED VISUAL STYLE TRANSFER | Microsoft Technology Licensing, LLC | VY, HUNG T | §102 | Non-Final OA | — | Pending | Jan 08, 2024 | |
| 18539443 | DATA COMPLIANCE SYSTEM AND METHOD | Microsoft Technology Licensing, LLC | KIM, EUI H | 2453 | §103 | Non-Final OA | 3d overdue | Pending | Dec 14, 2023 |
| 18540297 | Artificial Intelligence Driven Document Analysis and Recommendations | Pienomial Inc. | ORTIZ SANCHEZ, MICHAEL | 2656 | §103 | Non-Final OA | — | Pending | Dec 14, 2023 |
| 18534936 | INTERFACE FOR GENERATING DOCUMENTS WITH GENERATIVE ARTIFICIAL INTELLIGENCE | Microsoft Technology Licensing, LLC | BLAUFELD, JUSTIN R | §102§103 | Non-Final OA | — | Pending | Dec 11, 2023 | |
| 18519326 | GENERATIVE AI-BASED STATISTICAL ANALYSIS ASSISTANT | Microsoft Technology Licensing, LLC | LU, HWEI-MIN | §102§112 | Non-Final OA | — | Pending | Nov 27, 2023 | |
| 18494968 | CHIRP-BASED ULTRASONIC SENSOR AND SIGNAL PROCESSING METHOD | Hyundai Mobis Co., Ltd. | ARMSTRONG, JONATHAN D | 3645 | §102§103 | Non-Final OA | — | Pending | Oct 26, 2023 |
| 18495461 | VIRTUAL ENGINE SOUND GENERATING SYSTEM AND METHOD USING ENGINE VIBRATION SIMULATED SIGNAL | Hyundai Mobis Co., Ltd. | KANG, ANNABELLE | 2695 | §103 | Final Rejection | — | Pending | Oct 26, 2023 |
| 18487766 | BRAKE DEVICE | Hyundai Mobis Co., Ltd. | WILLIAMS, THOMAS J | 3616 | §103 | Final Rejection | 5d overdue | Pending | Oct 16, 2023 |
| 18262752 | WASTE REMOVING DEVICE FOR BAG MAKING APPARATUS AND BAG MAKING APPARATUS | Totani Corporation | MACFARLANE, EVAN H | 3724 | §102§103§112 | Final Rejection | — | Pending | Jul 25, 2023 |
| 18358485 | HYBRID ENVIRONMENT FOR INTERACTIONS BETWEEN VIRTUAL AND PHYSICAL USERS | Microsoft Technology Licensing, LLC | ANWAH, OLISA | 2692 | §103 | Non-Final OA | 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 |
| 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§112 | Non-Final OA | 75d | Pending | Apr 21, 2023 |
| 18185791 | CONDITIONED SMART IMAGE CROPPING | Microsoft Technology Licensing, LLC | DIGUGLIELMO, DANIELLA MARIE | 2666 | §101§103§112 | Final Rejection | 19d | Pending | Mar 17, 2023 |
| 18176668 | METHOD AND SYSTEM OF GENERATING CUSTOMIZED IMAGES | Microsoft Technology Licensing, LLC | ZHAI, KYLE | 2611 | §103§112 | Final Rejection | 10d overdue | Pending | Mar 01, 2023 |
| 18072805 | WEARABLE SUIT AND CONTROL METHOD THEREOF | Hyundai Mobis Co., Ltd. | TOICH, SARA KATHERINE | 3785 | §103 | Non-Final OA | — | Pending | Dec 01, 2022 |
| 17840169 | Generation and Explanation of Transformer Computation Graph Using Graph Attention Model | Microsoft Technology Licensing, LLC | KIM, SEHWAN | 2129 | §101§103§112 | Final Rejection | 68d | Pending | Jun 14, 2022 |
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