Prosecution Insights
Prosecution Insights
31 pending office actions • 21 art units • 28 examiners • 0 of 31 (0%) have an AI response strategy ready • 87 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 13 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. 13 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 (13%) |
| §101 + other | 8 (26%) |
| §103 only | 15 (48%) |
| §102 only | 1 (3%) |
| Double-patenting only | 1 (3%) |
| Multi-statute (no §101) | 2 (6%) |
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 |
|---|---|---|---|
| PYO, MONICA M | 2 | 82.9% | +35.6% |
| GIBSON-WYNN, KENNEDY ANNA | 2 | 50.9% | +40.6% |
| AMIN, MUSTAFA A | 2 | 64.3% | +29.7% |
| ARJOMANDI, NOOSHA | 1 | 86.1% | +10.2% |
| SMITH, LINDSEY B | 1 | 51.3% | +54.2% |
| PATEL, JITESH | 1 | 78.9% | +12.1% |
| ZHAO, YU | 1 | 52.3% | +41.3% |
| LHYMN, SARAH | 1 | 65.8% | +14.8% |
| HUSSAIN, TAUQIR | 1 | 84.4% | +26.1% |
| ARMSTRONG, ANGELA A | 1 | 74.0% | +8.4% |
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 |
|---|---|---|---|
| 18770394 | METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK | PYO, MONICA M | 45d overdue |
| 18893296 | METHODS AND SYSTEMS FOR SPILLOVER FROM COOKIE TO DATABASE | HUSSAIN, TAUQIR | 3d overdue |
| 18781304 | METHODS AND SYSTEMS FOR AUTOMATIC DETECTION AND FILLING OF INFORMATION GAPS IN A REFERENCE DATABASE | PYO, MONICA M | — |
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 |
|---|---|---|---|
| 18648949 | SYSTEMS AND METHODS FOR PROVIDING PRODUCT IMAGE RECOMMENDATIONS | GIBSON-WYNN, KENNEDY ANNA | 46d overdue |
| 18354908 | NOTIFICATION MESSAGES GENERATED BY A GENERATIVE LANGUAGE MODEL | KE, PENG | 31d overdue |
| 17930217 | DYNAMIC GENERATION OF A VIRTUAL ENVIRONMENT BASED ON USER-SPECIFIC CRITERIA | GIBSON-WYNN, KENNEDY ANNA | 30d overdue |
| 18738705 | Computer System, Computer-Implemented Method, and Computer Readable Media For Error Handling When Prompting A Large Language Model (LLM) | LOTTICH, JOSHUA P | 15d 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 |
| 18744792 | CLASSIFICATION USING A GRAMMAR-CONSTRAINED GENERATIVE LANGUAGE MODEL | HUTCHESON, CODY DOUGLAS | 83d |
| 19275588 | METHODS AND SYSTEMS FOR DYNAMIC QUERY-DEPENDENT WEIGHTING OF EMBEDDINGS IN HYBRID SEARCH | ARJOMANDI, NOOSHA | — |
| 19061110 | E-COMMERCE PLATFORM WITH AUGMENTED REALITY APPLICATION FOR DISPLAY OF VIRTUAL OBJECTS | SMITH, LINDSEY B | — |
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 |
| 18893296 | METHODS AND SYSTEMS FOR SPILLOVER FROM COOKIE TO DATABASE | HUSSAIN, TAUQIR | 3d 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 |
| 19275588 | METHODS AND SYSTEMS FOR DYNAMIC QUERY-DEPENDENT WEIGHTING OF EMBEDDINGS IN HYBRID SEARCH | ARJOMANDI, NOOSHA | — |
| 19061110 | E-COMMERCE PLATFORM WITH AUGMENTED REALITY APPLICATION FOR DISPLAY OF VIRTUAL OBJECTS | SMITH, LINDSEY B | — |
| 18950895 | SYSTEMS AND METHODS FOR PROVIDING AUGMENTED MEDIA | PATEL, JITESH | — |
| Art Unit | Apps |
|---|---|
| 2613 | 2 |
| 2659 | 2 |
| 2161 | 2 |
| 3688 | 2 |
| 2194 | 2 |
| 2169 | 1 |
| 2446 | 1 |
| 2657 | 1 |
| 2113 | 1 |
| 2408 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19275588 | METHODS AND SYSTEMS FOR DYNAMIC QUERY-DEPENDENT WEIGHTING OF EMBEDDINGS IN HYBRID SEARCH | ARJOMANDI, NOOSHA | — | §101§103Other | Non-Final OA | — | Pending | Jul 21, 2025 |
| 19061110 | E-COMMERCE PLATFORM WITH AUGMENTED REALITY APPLICATION FOR DISPLAY OF VIRTUAL OBJECTS | SMITH, LINDSEY B | — | §101§103Other | Non-Final OA | — | Pending | Feb 24, 2025 |
| 18950895 | SYSTEMS AND METHODS FOR PROVIDING AUGMENTED MEDIA | PATEL, JITESH | — | §103 | Non-Final OA | — | Pending | Nov 18, 2024 |
| 18942934 | METHODS AND DEVICES FOR QUERY SPLITTING BASED ON DEVICE DISPLAY DIMENSIONS | ZHAO, YU | 2169 | §103 | Final Rejection | — | Pending | Nov 11, 2024 |
| 18909025 | SYSTEM AND METHODS FOR GENERATING COMPOSITE IMAGES | LHYMN, SARAH | 2613 | §103 | Final Rejection | — | Pending | Oct 08, 2024 |
| 18893296 | METHODS AND SYSTEMS FOR SPILLOVER FROM COOKIE TO DATABASE | HUSSAIN, TAUQIR | 2446 | §103 | Final Rejection | 3d overdue | Pending | Sep 23, 2024 |
| 18785051 | Computer System, Computer-Implemented Method, And Computer Readable Media For Selecting Functions To Prompt A Large Language Model (LLM) | ARMSTRONG, ANGELA A | 2659 | §101§102§103 | Non-Final OA | — | Pending | Jul 26, 2024 |
| 18781304 | METHODS AND SYSTEMS FOR AUTOMATIC DETECTION AND FILLING OF INFORMATION GAPS IN A REFERENCE DATABASE | PYO, MONICA M | 2161 | DP | Final Rejection | — | Pending | Jul 23, 2024 |
| 18770394 | METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK | PYO, MONICA M | 2161 | §103 | Final Rejection | 45d overdue | Pending | Jul 11, 2024 |
| 18744865 | DESCRIBING ATTRIBUTES OF AN INPUT USING A GRAMMAR-CONSTRAINED GENERATIVE LANGUAGE MODEL | NEWAY, SAMUEL G | 2657 | §101Other | Final Rejection | — | Pending | Jun 17, 2024 |
| 18744792 | CLASSIFICATION USING A GRAMMAR-CONSTRAINED GENERATIVE LANGUAGE MODEL | HUTCHESON, CODY DOUGLAS | 2659 | §101§102§103 | Non-Final OA | 83d | Pending | Jun 17, 2024 |
| 18738705 | Computer System, Computer-Implemented Method, and Computer Readable Media For Error Handling When Prompting A Large Language Model (LLM) | LOTTICH, JOSHUA P | 2113 | §101 | Non-Final OA | 15d overdue | Pending | Jun 10, 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 | §101§102§103 | Non-Final OA | 46d overdue | Pending | Apr 29, 2024 |
| 18633654 | SYSTEM AND METHOD FOR OPTIMIZING PERFORMANCE OF ONLINE SERVICES | LAU, TUNG S | 2857 | §102 | Non-Final OA | — | Pending | Apr 12, 2024 |
| 18444462 | METHODS AND SYSTEMS FOR AUTOMATED CONTEXT MONITORING | HAILU, TADESSE | 2174 | §102§103 | Non-Final OA | — | Pending | Feb 16, 2024 |
| 18436474 | SYSTEMS AND METHODS FOR RESPONDING TO LATENCY IN OUTPUT FROM A GENERATIVE MODEL | JABLON, ASHER H. | — | §103§112 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18433854 | Computer System and Computer-Implemented Method for Executing Computing Jobs Spanning Security Boundaries | AMIN, MUSTAFA A | 4100 | §101§112 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18394697 | METHODS AND SYSTEMS FOR GENERATING LABELED TRAINING DATA | TSAI, JAMES T | — | §103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18513881 | System And Method For Determining Application Programming Interface (API) Version Compatibility And Related API Upgrade Process | CHEN, ZHI | 2196 | §103 | Final Rejection | 28d | Pending | Nov 20, 2023 |
| 18501444 | KEYWORD EXTRACTION TO GENERATE SUBJECT LINES | SONIFRANK, RICHA MISHRA | 2654 | §103 | Non-Final OA | — | Pending | Nov 03, 2023 |
| 18355247 | SYSTEM AND METHOD FOR AUTOMATICALLY IMPROVING CLASSIFICATION MODELS FOR MULTI-ATTRIBUTE CLASSIFICATION | PHILLIPS, III, ALBERT M | 2159 | §103 | Final Rejection | — | Pending | Jul 19, 2023 |
| 18354908 | NOTIFICATION MESSAGES GENERATED BY A GENERATIVE LANGUAGE MODEL | KE, PENG | 2194 | §101§103 | Final Rejection | 31d overdue | Pending | Jul 19, 2023 |
| 18298101 | AUGMENTED REALITY COMPARATOR | BARHAM, RYAN ALLEN | 2613 | §103 | Final Rejection | 26d | Pending | Apr 10, 2023 |
| 18180566 | METHODS AND SYSTEMS FOR GENERATING TEXT WITH TONE OR DICTION CORRESPONDING TO STYLISTIC ATTRIBUTES OF IMAGES | MILIA, MARK R | 2681 | §103 | Final Rejection | 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 |
| 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 |
| 17742566 | PRIVACY ENHANCED SENSOR ACCESS | SONG, HEE K | 2497 | §103 | Non-Final OA | — | Pending | May 12, 2022 |
| 17708895 | SEARCH NAVIGATION SYSTEM AND METHOD USING DYNAMIC GRAPH BASED ON PRODUCT CATALOGUE AND STOCK LEVELS | WEINER, ARIELLE E | 3689 | §101§103 | Non-Final OA | — | Pending | Mar 30, 2022 |
| 17540698 | SYSTEMS AND METHODS FOR MEASURING BODY SIZE | LU, ZHIYU | 2665 | §103 | Non-Final OA | — | Pending | Dec 02, 2021 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial