Prosecution Insights
Prosecution Insights
26 pending office actions • 20 art units • 25 examiners • 0 of 26 (0%) have an AI response strategy ready • 91 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 26 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. 26 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 | 4 (15%) |
| §103 only | 21 (81%) |
| §102 only | 1 (4%) |
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 |
|---|---|---|---|
| GIBSON-WYNN, KENNEDY ANNA | 2 | 50.6% | +40.4% |
| HUSSAIN, TAUQIR | 1 | 84.4% | +26.0% |
| AIRAPETIAN, MILA | 1 | 72.9% | +14.7% |
| PYO, MONICA M | 1 | 83.0% | +35.3% |
| HUTCHESON, CODY DOUGLAS | 1 | 63.0% | +51.7% |
| GERGISO, TECHANE | 1 | 84.2% | +24.3% |
| LU, KUEN S | 1 | 85.4% | +15.0% |
| LELAND III, EDWIN S | 1 | 75.0% | -0.6% |
| ZEROUAL, OMAR | 1 | 34.0% | +40.0% |
| WEAVER, ADAM MICHAEL | 1 | 92.3% | +20.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18770394 | METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK | PYO, MONICA M | 45d overdue |
| 18635189 | METHODS AND SYSTEMS FOR MANAGING SECONDARY DATABASE | LU, KUEN S | 24d overdue |
| 18893296 | METHODS AND SYSTEMS FOR SPILLOVER FROM COOKIE TO DATABASE | HUSSAIN, TAUQIR | 3d overdue |
| 18734801 | METHODS AND SYSTEMS FOR PROOF OF LOCATION PRIOR TO ACTION PERMISSION | GERGISO, TECHANE | 3d overdue |
| 18400678 | SYSTEM AND METHOD FOR GENERATING REVIEW SUMMARIES BASED ON CLASSIFIED TOPICS | WEAVER, ADAM MICHAEL | 13d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17881961 | METHOD AND SYSTEM FOR ADAPTIVE PRODUCT CATEGORIZATION | CHONG CRUZ, NADJA N | 131d overdue |
| 17930217 | DYNAMIC GENERATION OF A VIRTUAL ENVIRONMENT BASED ON USER-SPECIFIC CRITERIA | GIBSON-WYNN, KENNEDY ANNA | 30d overdue |
| 17814372 | SYSTEMS AND METHODS FOR USING BENCHMARKING TO DETERMINE WHETHER AN EXECUTABLE PROGRAM WILL SATISFY ONE OR MORE PERFORMANCE-BASED CRITERIA FOR EXECUTION ON AN EXECUTION PLATFORM | AMIN, MUSTAFA A | 30d |
| 18516112 | METHODS AND DEVICES FOR EXPLORING AN N-DIMENSIONAL EMBEDDING SPACE USING A NAVIGATION-BASED RECOMMENDER | FRUNZI, VICTORIA E. | 35d |
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 |
|---|---|---|---|
| 18648949 | SYSTEMS AND METHODS FOR PROVIDING PRODUCT IMAGE RECOMMENDATIONS | GIBSON-WYNN, KENNEDY ANNA | 46d overdue |
| 18770394 | METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK | PYO, MONICA M | 45d overdue |
| 17930217 | DYNAMIC GENERATION OF A VIRTUAL ENVIRONMENT BASED ON USER-SPECIFIC CRITERIA | GIBSON-WYNN, KENNEDY ANNA | 30d overdue |
| 18635189 | METHODS AND SYSTEMS FOR MANAGING SECONDARY DATABASE | LU, KUEN S | 24d overdue |
| 18893296 | METHODS AND SYSTEMS FOR SPILLOVER FROM COOKIE TO DATABASE | HUSSAIN, TAUQIR | 3d overdue |
| 18734801 | METHODS AND SYSTEMS FOR PROOF OF LOCATION PRIOR TO ACTION PERMISSION | GERGISO, TECHANE | 3d overdue |
| 18400678 | SYSTEM AND METHOD FOR GENERATING REVIEW SUMMARIES BASED ON CLASSIFIED TOPICS | WEAVER, ADAM MICHAEL | 13d |
| 18434149 | METHODS AND SYSTEMS FOR CHECKOUT INTERFACE WITH LOW LATENCY DISPLAY OF DELIVERY DATE | ZEROUAL, OMAR | 68d |
| Art Unit | Apps |
|---|---|
| 3688 | 3 |
| 2654 | 2 |
| 3689 | 2 |
| 2194 | 2 |
| 2613 | 2 |
| 2446 | 1 |
| 2161 | 1 |
| 2659 | 1 |
| 2408 | 1 |
| 2165 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18893296 | METHODS AND SYSTEMS FOR SPILLOVER FROM COOKIE TO DATABASE | HUSSAIN, TAUQIR | 2446 | §103 | Non-Final OA | 3d overdue | Pending | Sep 23, 2024 |
| 18805997 | SYSTEMS AND METHODS FOR RECOMMENDING A PRODUCT BASED ON AN IMAGE OF A SCENE | AIRAPETIAN, MILA | 3688 | §103 | Final Rejection | 72d | Pending | Aug 15, 2024 |
| 18770394 | METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK | PYO, MONICA M | 2161 | §103 | Non-Final OA | 45d overdue | Pending | Jul 11, 2024 |
| 18744792 | CLASSIFICATION USING A GRAMMAR-CONSTRAINED GENERATIVE LANGUAGE MODEL | HUTCHESON, CODY DOUGLAS | 2659 | §103 | Final Rejection | 83d | Pending | Jun 17, 2024 |
| 18734801 | METHODS AND SYSTEMS FOR PROOF OF LOCATION PRIOR TO ACTION PERMISSION | GERGISO, TECHANE | 2408 | §103 | Non-Final OA | 3d overdue | Pending | Jun 05, 2024 |
| 18648949 | SYSTEMS AND METHODS FOR PROVIDING PRODUCT IMAGE RECOMMENDATIONS | GIBSON-WYNN, KENNEDY ANNA | 3688 | §103 | Non-Final OA | 46d overdue | Pending | Apr 29, 2024 |
| 18635189 | METHODS AND SYSTEMS FOR MANAGING SECONDARY DATABASE | LU, KUEN S | 2165 | §103 | Final Rejection | 24d overdue | Pending | Apr 15, 2024 |
| 18588583 | METHODS AND SYSTEMS FOR RETRIEVAL-AUGMENTED GENERATION USING SYNTHETIC QUESTION EMBEDDINGS | LELAND III, EDWIN S | 2654 | §103 | Final Rejection | 27d | Pending | Feb 27, 2024 |
| 18434149 | METHODS AND SYSTEMS FOR CHECKOUT INTERFACE WITH LOW LATENCY DISPLAY OF DELIVERY DATE | ZEROUAL, OMAR | 3628 | §103 | Non-Final OA | 68d | Pending | Feb 06, 2024 |
| 18400678 | SYSTEM AND METHOD FOR GENERATING REVIEW SUMMARIES BASED ON CLASSIFIED TOPICS | WEAVER, ADAM MICHAEL | 2658 | §103 | Final Rejection | 13d | Pending | Dec 29, 2023 |
| 18533838 | OPTIMIZED RESOURCE ENDPOINT VALIDATION | HAILU, TESHOME | 2434 | §103 | Non-Final OA | 13d | Pending | Dec 08, 2023 |
| 18515913 | EMBEDDING-BASED SEARCH OF AN ITEM STORE | LADONI, AHOORA | 3689 | §103 | Final Rejection | 40d | Pending | Nov 21, 2023 |
| 18516112 | METHODS AND DEVICES FOR EXPLORING AN N-DIMENSIONAL EMBEDDING SPACE USING A NAVIGATION-BASED RECOMMENDER | FRUNZI, VICTORIA E. | 3689 | §101 | Final Rejection | 35d | Pending | Nov 21, 2023 |
| 18513881 | System And Method For Determining Application Programming Interface (API) Version Compatibility And Related API Upgrade Process | CHEN, ZHI | 2196 | §103 | Non-Final OA | 28d | Pending | Nov 20, 2023 |
| 18467781 | USER INTERFACE FOR AI-GUIDED CONTENT GENERATION | MUELLER, PAUL JOSEPH | 2657 | §103 | Final Rejection | 46d | Pending | Sep 15, 2023 |
| 18354908 | NOTIFICATION MESSAGES GENERATED BY A GENERATIVE LANGUAGE MODEL | KE, PENG | 2194 | §103 | Non-Final OA | 31d overdue | Pending | Jul 19, 2023 |
| 18315752 | SYSTEMS AND METHODS FOR TRAINING AND USING A MACHINE-LEARNING MODEL FOR DETERMINING THE SIMILARITY OF ENTITIES | DE GUZMAN, JOHN OLIVER TAGUBA | 2123 | §103 | Non-Final OA | 33d | Pending | May 11, 2023 |
| 18298101 | AUGMENTED REALITY COMPARATOR | BARHAM, RYAN ALLEN | 2613 | §103 | Non-Final OA | 26d | Pending | Apr 10, 2023 |
| 18180545 | METHODS AND SYSTEMS FOR DYNAMIC GENERATION OF PERSONALIZED TEXT USING LARGE LANGUAGE MODEL | MEIS, JON CHRISTOPHER | 2654 | §102 | Final Rejection | 40d | Pending | Mar 08, 2023 |
| 18180566 | METHODS AND SYSTEMS FOR GENERATING TEXT WITH TONE OR DICTION CORRESPONDING TO STYLISTIC ATTRIBUTES OF IMAGES | MILIA, MARK R | 2681 | §103 | Non-Final OA | 8d | Pending | Mar 08, 2023 |
| 18145160 | SYSTEM AND METHODS FOR TUNING AI-GENERATED IMAGES | CHU, DAVID H | 2616 | §103 | Non-Final OA | 17d overdue | Pending | Dec 22, 2022 |
| 17930217 | DYNAMIC GENERATION OF A VIRTUAL ENVIRONMENT BASED ON USER-SPECIFIC CRITERIA | GIBSON-WYNN, KENNEDY ANNA | 3688 | §101 | Final Rejection | 30d overdue | Pending | Sep 07, 2022 |
| 17881961 | METHOD AND SYSTEM FOR ADAPTIVE PRODUCT CATEGORIZATION | CHONG CRUZ, NADJA N | 3623 | §101 | Final Rejection | 131d overdue | Pending | Aug 05, 2022 |
| 17814372 | SYSTEMS AND METHODS FOR USING BENCHMARKING TO DETERMINE WHETHER AN EXECUTABLE PROGRAM WILL SATISFY ONE OR MORE PERFORMANCE-BASED CRITERIA FOR EXECUTION ON AN EXECUTION PLATFORM | AMIN, MUSTAFA A | 2194 | §101 | Non-Final OA | 30d | Pending | Jul 22, 2022 |
| 17855027 | DYNAMIC ALLOCATION OF ELECTRONIC WORKFLOWS FOR ELECTRONIC SESSIONS | LEE, CLAY C | 3699 | §103 | Final Rejection | 23d overdue | Pending | Jun 30, 2022 |
| 17847867 | SYSTEMS AND METHODS FOR RESPONSIVE AUGMENTED REALITY CONTENT | SONNERS, SCOTT E | 2613 | §103 | Non-Final OA | 3d overdue | Pending | Jun 23, 2022 |
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