Prosecution Insights
Prosecution Insights
41 pending office actions • 37 art units • 41 examiners • 0 of 41 (0%) have an AI response strategy ready • 173 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 40 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. 40 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 (12%) |
| §103 only | 29 (71%) |
| §102 only | 7 (17%) |
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 |
|---|---|---|---|
| TARKO, ASMAMAW G | 1 | 72.1% | +9.9% |
| COULTER, KENNETH R | 1 | 86.7% | -4.9% |
| DAY, JASMINE MOCHEN | 1 | 92.9% | +25.0% |
| HARMON, COURTNEY N | 1 | 62.2% | +10.2% |
| HOQUE, NAFIZ E | 1 | 75.2% | +23.4% |
| WOLDEMARIAM, AYELE F | 1 | 59.5% | +56.6% |
| YIP, JACK | 1 | 33.0% | +37.8% |
| VU, KHOA | 1 | 68.5% | +15.2% |
| PATEL, SHIVANG I | 1 | 74.6% | +17.4% |
| LETT, THOMAS J | 1 | 83.6% | -35.9% |
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 |
|---|---|---|---|
| 18747627 | MOUTH SHAPE-BASED METHOD AND APPARATUS FOR GENERATING FACE IMAGE, METHOD AND APPARATUS FOR TRAINING MODEL, AND STORAGE MEDIUM | LETT, THOMAS J | 43d overdue |
| 18896308 | CLOUD NETWORK SYSTEM, CLOUD NETWORK MESSAGE PROCESSING METHOD AND ELECTRONIC DEVICE | DAY, JASMINE MOCHEN | 37d overdue |
| 18897092 | METHOD AND APPARATUS FOR ACCESSING VIRTUAL PRIVATE CLOUD, DEVICE AND STORAGE MEDIUM | COULTER, KENNETH R | 84d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18053456 | METHOD FOR SPEECH BASED INSTRUCTION SCHEDULING, AND ELECTRONIC DEVICE | PHAN, HAI | 78d overdue |
| 18111367 | RECOMMENDING CHARGING STATION AND DETERMINING STATE OF CHARGING PILE | MORONEY, MICHAEL CORBETT | 72d overdue |
| 18069856 | LOCALIZATION AND MAPPING | BHAT, ADITYA S | 35d overdue |
| 17980349 | PARTICIPATING RECOMMENDATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | YESILDAG, MEHMET | 2d overdue |
| 18749421 | DRUG KNOWLEDGE QUIZ METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM | YIP, JACK | 34d |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18896308 | CLOUD NETWORK SYSTEM, CLOUD NETWORK MESSAGE PROCESSING METHOD AND ELECTRONIC DEVICE | DAY, JASMINE MOCHEN | 37d overdue |
| 18887291 | METHOD OF TRAINING LARGE MODEL-BASED TEXT RETRIEVAL MODEL, METHOD OF RETRIEVING TEXT, DEVICE AND STORAGE MEDIUM | HARMON, COURTNEY N | 10d overdue |
| 18749461 | IMAGE GENERATION | VU, KHOA | 3d overdue |
| 18748080 | METHOD AND APPARATUS FOR GENERATING 3D SCENE BASED ON LARGE LANGUAGE MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PATEL, SHIVANG I | 19d |
| 18782617 | METHOD OF EXECUTING TASK FOR LARGE LANGUAGE MODEL, DEVICE, AND STORAGE MEDIUM | HOQUE, NAFIZ E | 21d |
| 18749421 | DRUG KNOWLEDGE QUIZ METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM | YIP, JACK | 34d |
| 18749121 | RESOURCE PROCESSING METHOD AND APPARATUS BASED ON HYBRID CONTENT DELIVERY NETWORK SYSTEM, AND DEVICE | WOLDEMARIAM, AYELE F | 70d |
| Art Unit | Apps |
|---|---|
| 2611 | 2 |
| 2123 | 2 |
| 2127 | 2 |
| 2129 | 2 |
| 2482 | 1 |
| 2445 | 1 |
| 2499 | 1 |
| 2159 | 1 |
| 2693 | 1 |
| 2447 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18999072 | MOTION ESTIMATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | TARKO, ASMAMAW G | 2482 | §103 | Non-Final OA | 75d | Pending | Dec 23, 2024 |
| 18897092 | METHOD AND APPARATUS FOR ACCESSING VIRTUAL PRIVATE CLOUD, DEVICE AND STORAGE MEDIUM | COULTER, KENNETH R | 2445 | §102 | Non-Final OA | 84d | Pending | Sep 26, 2024 |
| 18896308 | CLOUD NETWORK SYSTEM, CLOUD NETWORK MESSAGE PROCESSING METHOD AND ELECTRONIC DEVICE | DAY, JASMINE MOCHEN | 2499 | §103 | Non-Final OA | 37d overdue | Pending | Sep 25, 2024 |
| 18887291 | METHOD OF TRAINING LARGE MODEL-BASED TEXT RETRIEVAL MODEL, METHOD OF RETRIEVING TEXT, DEVICE AND STORAGE MEDIUM | HARMON, COURTNEY N | 2159 | §103 | Non-Final OA | 10d overdue | Pending | Sep 17, 2024 |
| 18782617 | METHOD OF EXECUTING TASK FOR LARGE LANGUAGE MODEL, DEVICE, AND STORAGE MEDIUM | HOQUE, NAFIZ E | 2693 | §103 | Non-Final OA | 21d | Pending | Jul 24, 2024 |
| 18749121 | RESOURCE PROCESSING METHOD AND APPARATUS BASED ON HYBRID CONTENT DELIVERY NETWORK SYSTEM, AND DEVICE | WOLDEMARIAM, AYELE F | 2447 | §103 | Final Rejection | 70d | Pending | Jun 20, 2024 |
| 18749421 | DRUG KNOWLEDGE QUIZ METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM | YIP, JACK | 3715 | §101 | Non-Final OA | 34d | Pending | Jun 20, 2024 |
| 18749461 | IMAGE GENERATION | VU, KHOA | 2611 | §103 | Non-Final OA | 3d overdue | Pending | Jun 20, 2024 |
| 18748080 | METHOD AND APPARATUS FOR GENERATING 3D SCENE BASED ON LARGE LANGUAGE MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PATEL, SHIVANG I | 2615 | §103 | Non-Final OA | 19d | Pending | Jun 19, 2024 |
| 18747627 | MOUTH SHAPE-BASED METHOD AND APPARATUS FOR GENERATING FACE IMAGE, METHOD AND APPARATUS FOR TRAINING MODEL, AND STORAGE MEDIUM | LETT, THOMAS J | 2611 | §102 | Non-Final OA | 43d overdue | Pending | Jun 19, 2024 |
| 18748083 | DIGITAL HUMAN GENERATION METHOD, PLATFORM, ELECTRONIC DEVICE AND STORAGE MEDIUM | YANG, YI | 2616 | §103 | Non-Final OA | 36d overdue | Pending | Jun 19, 2024 |
| 18748078 | METHOD AND APPARATUS FOR VECTOR RETRIEVAL, ELECTRONIC DEVICE, AND STORAGE MEDIUM | BLACK, LINH | 2163 | §103 | Non-Final OA | 5d overdue | Pending | Jun 19, 2024 |
| 18651183 | METHOD OF PROCESSING TEXT, TRAINING METHOD, GENERATING METHOD AND ELECTRONIC DEVICE | PULLIAS, JESSE SCOTT | 2655 | §103 | Non-Final OA | 22d | Pending | Apr 30, 2024 |
| 18300217 | METHOD OF GENERATING MULTIMODAL SET OF SAMPLES FOR INTELLIGENT INSPECTION, AND TRAINING METHOD | COLE, BRANDON S | 2128 | §102 | Non-Final OA | 28d | Pending | Apr 13, 2023 |
| 18121053 | METHOD AND APPARATUS FOR PROCESSING DIALOGUE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PATEL, SHREYANS A | 2659 | §103 | Final Rejection | 57d | Pending | Mar 14, 2023 |
| 18118859 | METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR DETERMINING PROMPT VECTOR OF PRE-TRAINED MODEL | MEYER, JACQUELINE CHRISTINE | 2144 | §103 | Non-Final OA | 8d overdue | Pending | Mar 08, 2023 |
| 18025026 | VOICE CHIP IMPLEMENTATION METHOD, VOICE CHIP, AND RELATED DEVICE | PETRANEK, JACOB ANDREW | 2183 | §103 | Final Rejection | 27d | Pending | Mar 07, 2023 |
| 17915624 | METHOD OF GENERATING AUDIO DATA WITH ELECTROACOUSTIC EFFECT, DEVICE, AND STORAGE MEDIUM | SUBRAMANI, NANDINI | 2656 | §103 | Non-Final OA | 43d overdue | Pending | Mar 02, 2023 |
| 18116571 | METHOD OF PROCESSING MAP DATA, ELECTRONIC DEVICE AND STORAGE MEDIUM | SANTOS, DANIEL JOSEPH | 2667 | §103 | Final Rejection | 119d overdue | Pending | Mar 02, 2023 |
| 18176818 | Resource Allocation Method, Electronic Device and Storage Medium | RIGGINS, ARI FAITH COLEMA | 2197 | §103 | Final Rejection | 16d | Pending | Mar 01, 2023 |
| 18111367 | RECOMMENDING CHARGING STATION AND DETERMINING STATE OF CHARGING PILE | MORONEY, MICHAEL CORBETT | 3628 | §101 | Non-Final OA | 72d overdue | Pending | Feb 17, 2023 |
| 18020910 | METHOD FOR TRAINING RANKING MODEL FOR INTELLIGENT RECOMMENDATION, AND INTELLIGENT RECOMMENDATION METHOD | GOLAN, MATTHEW BRYCE | 2123 | §102 | Final Rejection | 27d | Pending | Feb 10, 2023 |
| 18020606 | METHOD OF DETERMINING FUSION PARAMETER, METHOD OF RECOMMENDING INFORMATION, AND METHOD OF TRAINING MODEL | MENGISTU, TEWODROS E | 2127 | §102 | Non-Final OA | 60d | Pending | Feb 09, 2023 |
| 18088160 | METHOD OF PROCESSING INFORMATION, ELECTRONIC DEVICE, AND STORAGE MEDIUM | KING, DAVIDA LEE | 3699 | §103 | Final Rejection | 8d overdue | Pending | Dec 23, 2022 |
| 18088165 | METHOD FOR KNOWLEDGE ANSWERING, AND METHOD FOR GENERATING KNOWLEDGE ANSWERING SYSTEM | PHAM, JESSICA THUY | 2121 | §103 | Final Rejection | 40d | Pending | Dec 23, 2022 |
| 18069856 | LOCALIZATION AND MAPPING | BHAT, ADITYA S | 2857 | §101 | Final Rejection | 35d overdue | Pending | Dec 21, 2022 |
| 18084953 | VIDEO GENERATION METHOD, ELECTRONIC DEVICE, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | SMITH, STEPHEN R | 2484 | §103 | Non-Final OA | 205d overdue | Pending | Dec 20, 2022 |
| 18077471 | TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, DEVICE AND STORAGE MEDIUM | THAI, JASMINE THANH | 2129 | §103 | Final Rejection | 28d overdue | Pending | Dec 08, 2022 |
| 18076230 | DETECTION OF ROAD CHANGE | CHEN, JOSHUA NMN | 2665 | §103 | Final Rejection | 113d overdue | Pending | Dec 06, 2022 |
| 18070775 | INTERPRETATION METHOD FOR NEURAL NETWORK MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | SUSSMAN MOSS, JACOB ZACHARY | 2122 | §102 | Non-Final OA | 1d overdue | Pending | Nov 29, 2022 |
| 18057016 | MULTI-ROUND DIALOGUE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | CHAVEZ, RODRIGO A | 2658 | §103 | Non-Final OA | 44d overdue | Pending | Nov 18, 2022 |
| 18053456 | METHOD FOR SPEECH BASED INSTRUCTION SCHEDULING, AND ELECTRONIC DEVICE | PHAN, HAI | 2654 | §101 | Final Rejection | 78d overdue | Pending | Nov 08, 2022 |
| 17982128 | Streaming Media Processing Method, Device and Electronic Equipment Based on Inference Service | ROHD, BENJAMIN MATTHEW | 2147 | §103 | Final Rejection | 57d | Pending | Nov 07, 2022 |
| 17980349 | PARTICIPATING RECOMMENDATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | YESILDAG, MEHMET | 3624 | §101 | Non-Final OA | 2d overdue | Pending | Nov 03, 2022 |
| 17957275 | METHOD OF DETERMINING REGIONAL LAND USAGE PROPERTY, ELECTRONIC DEVICE, AND STORAGE MEDIUM | MAC, GARY | 2127 | §103 | Non-Final OA | — | Pending | Sep 30, 2022 |
| 17809491 | ROAD NETWORK DATA PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | ALKIRSH, AHMED | 3668 | §103 | Non-Final OA | 187d overdue | Pending | Jun 28, 2022 |
| 17832303 | NEURAL NETWORK PROCESSING UNIT, NEURAL NETWORK PROCESSING METHOD AND DEVICE | HOANG, AMY P | 2143 | §102 | Non-Final OA | 8d overdue | Pending | Jun 03, 2022 |
| 17825303 | INTENT RECOGNITION MODEL TRAINING AND INTENT RECOGNITION METHOD AND APPARATUS | AGRAWAL, SHISHIR | 2123 | §103 | Non-Final OA | 19d | Pending | May 26, 2022 |
| 17735373 | SUBWAY OPERATING STATE PREDICTION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | VANWORMER, SKYLAR K | 2146 | §103 | Non-Final OA | 26d | Pending | May 03, 2022 |
| 17659516 | DATA ANNOTATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM | SPRAUL III, VINCENT ANTON | 2129 | §103 | Final Rejection | 71d overdue | Pending | Apr 18, 2022 |
| 17691903 | METHOD FOR CONTROLLING DATA COLLECTION, ELECTRONIC DEVICE, AND MEDIUM | STRYKER, NICHOLAS F | 3665 | §103 | Final Rejection | 4d overdue | Pending | Mar 10, 2022 |
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