Prosecution Insights
Prosecution Insights
38 pending office actions • 22 art units • 36 examiners • 0 of 38 (0%) have an AI response strategy ready • 44 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 14 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. 14 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 + other | 2 (5%) |
| §103 only | 24 (63%) |
| §102 only | 2 (5%) |
| §112 only | 1 (3%) |
| Double-patenting only | 1 (3%) |
| Double-patenting + other | 1 (3%) |
| Multi-statute (no §101) | 7 (18%) |
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 |
|---|---|---|---|
| SU, SARAH | 2 | 80.2% | +18.0% |
| LE, PETER D | 2 | 80.2% | +16.4% |
| HOANG, HAU HAI | 1 | 78.2% | +13.8% |
| LEROUX, ETIENNE PIERRE | 1 | 88.5% | +5.3% |
| PARRA, OMAR S | 1 | 74.3% | +9.7% |
| FOGG, CYNTHIA M | 1 | 76.2% | +23.8% |
| CORBO, NICHOLAS T | 1 | 68.4% | +31.7% |
| FEREJA, SAMUEL D | 1 | 75.1% | +11.5% |
| SHANG, ANNAN Q | 1 | 70.7% | +10.8% |
| WONG, JEFFREY KEITH | 1 | 65.8% | +26.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19015457 | TECHNIQUES FOR AVM COEFFICIENT ENCODING | LE, PETER D | 44d overdue |
| 19070089 | TECHNIQUES FOR ACCESSING AND INTERACTING WITH DATA USING DATA ABSTRACTION LAYERS IMPLEMENTED BY A DATA GATEWAY | SU, SARAH | — |
| 19070092 | TECHNIQUES FOR ACCESSING AND INTERACTING WITH DATA USING DATA ABSTRACTION LAYERS IMPLEMENTED BY A DATA GATEWAY | SU, SARAH | — |
| 19015460 | TECHNIQUES FOR AVM COEFFICIENT ENCODING | LE, PETER D | — |
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 |
|---|---|---|---|
| 17192515 | MACHINE LEARNING TECHNIQUES FOR GENERATING ENJOYMENT SIGNALS FOR WEIGHTING TRAINING DATA | FACCENDA, GISEL GABRIELA | 45d overdue |
| 18620764 | IDENTIFYING REPRESENTATIVE FRAMES IN VIDEO CONTENT | LI, RUIPING | 19d |
| 19306181 | METHODS AND SYSTEMS FOR GRAPH ABSTRACTION | HOANG, HAU HAI | — |
| 19268101 | REAL-TIME INDEXING OF IN-MEMORY DATASETS BASED ON STRUCTURED QUERIES | LEROUX, ETIENNE PIERRE | — |
| 19195370 | TECHNIQUES FOR INTEGRATING CUSTOM ADVERTISING WHEN STREAMING LIVE EVENTS | FOGG, CYNTHIA M | — |
| 19021012 | TECHNIQUES FOR PERSONALIZED RECOMMENDATION USING HIERARCHICAL MULTI-TASK LEARNING | SHANG, ANNAN Q | — |
| 18974150 | TECHNIQUES FOR CLIENT-SIDE UPSCALING OF VIDEO GAMES | WONG, JEFFREY KEITH | — |
| 18777157 | TECHNIQUES FOR IMPROVING QUALITY OF EXPERIENCE WHEN STREAMING LIVE EVENTS | DUBASKY, GIGI L | — |
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 |
|---|---|---|---|
| 19015457 | TECHNIQUES FOR AVM COEFFICIENT ENCODING | LE, PETER D | 44d overdue |
| 19058931 | TECHNIQUES FOR SCALING A RATE-DISTORTION MULTIPLIER WHEN PERFORMING TRELLIS CODED QUANTIZATION | FEREJA, SAMUEL D | 31d overdue |
| 19306181 | METHODS AND SYSTEMS FOR GRAPH ABSTRACTION | HOANG, HAU HAI | — |
| 19195370 | TECHNIQUES FOR INTEGRATING CUSTOM ADVERTISING WHEN STREAMING LIVE EVENTS | FOGG, CYNTHIA M | — |
| 19195444 | TECHNIQUES FOR GENERATING INTEGRATED VIDEO STREAMS THAT INCLUDE DIFFERENT ADVERTISING WHEN STREAMING A LIVE EVENT | CORBO, NICHOLAS T | — |
| 19070089 | TECHNIQUES FOR ACCESSING AND INTERACTING WITH DATA USING DATA ABSTRACTION LAYERS IMPLEMENTED BY A DATA GATEWAY | SU, SARAH | — |
| 19070092 | TECHNIQUES FOR ACCESSING AND INTERACTING WITH DATA USING DATA ABSTRACTION LAYERS IMPLEMENTED BY A DATA GATEWAY | SU, SARAH | — |
| 19021012 | TECHNIQUES FOR PERSONALIZED RECOMMENDATION USING HIERARCHICAL MULTI-TASK LEARNING | SHANG, ANNAN Q | — |
| Art Unit | Apps |
|---|---|
| 2421 | 5 |
| 2616 | 3 |
| 2424 | 2 |
| 2488 | 2 |
| 3715 | 2 |
| 2195 | 2 |
| 2161 | 2 |
| 2154 | 1 |
| 2425 | 1 |
| 2487 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19306181 | METHODS AND SYSTEMS FOR GRAPH ABSTRACTION | HOANG, HAU HAI | 2154 | §101§102§103 | Non-Final OA | — | Pending | Aug 21, 2025 |
| 19268101 | REAL-TIME INDEXING OF IN-MEMORY DATASETS BASED ON STRUCTURED QUERIES | LEROUX, ETIENNE PIERRE | — | §102§103 | Non-Final OA | — | Pending | Jul 14, 2025 |
| 19255855 | AUTOMATIC TRAILER DETECTION IN MULTIMEDIA CONTENT | PARRA, OMAR S | 2425 | DP | Non-Final OA | — | Pending | Jun 30, 2025 |
| 19195370 | TECHNIQUES FOR INTEGRATING CUSTOM ADVERTISING WHEN STREAMING LIVE EVENTS | FOGG, CYNTHIA M | 2421 | §102§103Other | Non-Final OA | — | Pending | Apr 30, 2025 |
| 19195444 | TECHNIQUES FOR GENERATING INTEGRATED VIDEO STREAMS THAT INCLUDE DIFFERENT ADVERTISING WHEN STREAMING A LIVE EVENT | CORBO, NICHOLAS T | 2424 | §102 | Non-Final OA | — | Pending | Apr 30, 2025 |
| 19070089 | TECHNIQUES FOR ACCESSING AND INTERACTING WITH DATA USING DATA ABSTRACTION LAYERS IMPLEMENTED BY A DATA GATEWAY | SU, SARAH | — | §103 | Non-Final OA | — | Pending | Mar 04, 2025 |
| 19070092 | TECHNIQUES FOR ACCESSING AND INTERACTING WITH DATA USING DATA ABSTRACTION LAYERS IMPLEMENTED BY A DATA GATEWAY | SU, SARAH | — | §103 | Non-Final OA | — | Pending | Mar 04, 2025 |
| 19058931 | TECHNIQUES FOR SCALING A RATE-DISTORTION MULTIPLIER WHEN PERFORMING TRELLIS CODED QUANTIZATION | FEREJA, SAMUEL D | 2487 | §103 | Final Rejection | 31d overdue | Pending | Feb 20, 2025 |
| 19021012 | TECHNIQUES FOR PERSONALIZED RECOMMENDATION USING HIERARCHICAL MULTI-TASK LEARNING | SHANG, ANNAN Q | 2424 | §102§103§112 | Non-Final OA | — | Pending | Jan 14, 2025 |
| 19015457 | TECHNIQUES FOR AVM COEFFICIENT ENCODING | LE, PETER D | 2488 | §103 | Final Rejection | 44d overdue | Pending | Jan 09, 2025 |
| 19015460 | TECHNIQUES FOR AVM COEFFICIENT ENCODING | LE, PETER D | 2488 | §103 | Non-Final OA | — | Pending | Jan 09, 2025 |
| 18974150 | TECHNIQUES FOR CLIENT-SIDE UPSCALING OF VIDEO GAMES | WONG, JEFFREY KEITH | 3715 | §101§102§112 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18961013 | PLAYBACK SIGNAL MANAGEMENT | ROBINSON, CHRISTOPHER B | 2443 | §103 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18959280 | AI-Driven Generation of Video Content Meeting Professional Film Standards | YANG, YI | 2616 | §103 | Non-Final OA | — | Pending | Nov 25, 2024 |
| 18911906 | DYNAMIC PAGE UPDATING SYSTEM | LE, RONG | 2421 | §103 | Final Rejection | — | Pending | Oct 10, 2024 |
| 18886700 | SYSTEMS AND METHODS FOR INTEGRATING CHATBOTS INTO APPLICATIONS | CASTANEDA, IVAN ALEXANDER | 2195 | §103 | Non-Final OA | — | Pending | Sep 16, 2024 |
| 18829009 | TECHNIQUES FOR OPTIMIZED STORAGE UTILIZATION IN LIVE ORIGIN SERVERS | GIROUARD, JANICE MARIE | 2138 | §112 | Non-Final OA | — | Pending | Sep 09, 2024 |
| 18824687 | TECHNIQUES FOR ADAPTIVE MULTI-LEVEL RECOMMENDATION USING HIERARCHICAL MIXTURE-OF-EXPERTS FRAMEWORK | WEHOVZ, OSCAR | 2161 | §103 | Non-Final OA | 5d overdue | Pending | Sep 04, 2024 |
| 18793212 | DISPLAYING A SCENE TO A SUBJECT WHILE CAPTURING THE SUBJECTS ACTING PERFORMANCE USING MULTIPLE SENSORS | BEUTEL, WILLIAM A | 2616 | §103 | Final Rejection | 5d overdue | Pending | Aug 02, 2024 |
| 18786362 | TECHNIQUES FOR GENERATING VIDEO TRACKS BASED ON USER PREFERENCES | MARANDI, JAMES R | 2421 | §103Other | Non-Final OA | 83d | Pending | Jul 26, 2024 |
| 18777157 | TECHNIQUES FOR IMPROVING QUALITY OF EXPERIENCE WHEN STREAMING LIVE EVENTS | DUBASKY, GIGI L | 2421 | §102§103 | Non-Final OA | — | Pending | Jul 18, 2024 |
| 18767798 | SYSTEMS AND METHODS FOR SPLINE-BASED OBJECT TRACKING | PATEL, PINALBEN V | — | §112DP | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18735969 | SYSTEMS AND METHODS FOR ESTABLISHING A MESH NETWORK AMONG CEC-ENABLED SOURCE DEVICES AND CEC-ENABLED SINK DEVICES | PHUNG, LUAT | 2468 | §103 | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18731161 | LARGE-SCALE MULTI-ACTOR VOLUMETRIC VIDEO CAPTURE | NGUYEN, KATHLEEN V | 2486 | §103 | Final Rejection | — | Pending | May 31, 2024 |
| 18649857 | TECHNIQUES FOR SIMULATING A LIVE EDGE IN A LIVE FIELD TEST | SALCE, JASON P | 2421 | §103 | Non-Final OA | 56d | Pending | Apr 29, 2024 |
| 18630074 | OPTIMIZING DEEP LEARNING RECOMMENDER MODEL DATA PIPELINES WITH REINFORCEMENT LEARNING | MAUNI, HUMAIRA ZAHIN | — | §103 | Non-Final OA | — | Pending | Apr 09, 2024 |
| 18625894 | TECHNIQUES FOR GENERATING MATTES FOR IMAGES | WELCH, DAVID T | 2613 | §103 | Final Rejection | 30d | Pending | Apr 03, 2024 |
| 18622815 | SYSTEMS AND METHODS FOR DISPLAYING PERSONALIZED STREAMING PLATFORM EVENT CONTENT IN NEAR REAL-TIME AT SCALE | TELAN, MICHAEL R | 2426 | §103 | Final Rejection | — | Pending | Mar 29, 2024 |
| 18620764 | IDENTIFYING REPRESENTATIVE FRAMES IN VIDEO CONTENT | LI, RUIPING | 2676 | §102§103 | Final Rejection | 19d | Pending | Mar 28, 2024 |
| 18617162 | MACHINE LEARNING TECHNIQUES FOR VIDEO DOWNSAMPLING | LEMIEUX, IAN L | 2669 | §102 | Non-Final OA | 11d overdue | Pending | Mar 26, 2024 |
| 18396583 | TECHNIQUES FOR GENERATING DUBBED MEDIA CONTENT ITEMS | IMPERIAL, JED-JUSTIN | 2616 | §102§103 | Non-Final OA | — | Pending | Dec 26, 2023 |
| 18530139 | MAINTAINING READ-AFTER-WRITE CONSISTENCY BETWEEN DATASET SNAPSHOTS ACROSS A DISTRIBUTED ARCHITECTURE | SYED, FARHAN M | 2161 | §103 | Final Rejection | — | Pending | Dec 05, 2023 |
| 18506881 | IMAGE LEARNING MODEL | ZUBERI, MOHAMMED H | 2178 | §103 | Final Rejection | 43d overdue | Pending | Nov 10, 2023 |
| 18465794 | HYBRID TASK EXECUTION FRAMEWORK FOR SEAMLESS TASK EXECUTION WITHIN CLOUD-NATIVE PIPELINES | SUN, ANDREW NMN | 2195 | §103 | Non-Final OA | 68d | Pending | Sep 12, 2023 |
| 18193615 | SYSTEMS AND METHODS FOR GENERATING ADAPTIVE CONTROL LAYOUTS FOR SECOND SCREEN DEVICES | HARPER, TRAMAR YONG | 3715 | §103 | Non-Final OA | 12d | Pending | Mar 30, 2023 |
| 18060330 | PLATFORM AND ARCHITECTURE FOR DISTRIBUTING CONTENT INFORMATION | NGUYEN, CHAU T | 2145 | §103 | Final Rejection | 17d overdue | Pending | Nov 30, 2022 |
| 17192515 | MACHINE LEARNING TECHNIQUES FOR GENERATING ENJOYMENT SIGNALS FOR WEIGHTING TRAINING DATA | FACCENDA, GISEL GABRIELA | 2127 | §103§112 | Non-Final OA | 45d overdue | Pending | Mar 04, 2021 |
| 17135576 | ONLINE COMPUTER SYSTEM WITH METHODOLOGIES FOR DISTRIBUTED TRACE AGGREGATION AND FOR TARGETED DISTRIBUTED TRACING | RAZA, MUHAMMAD A | 2449 | §103 | Non-Final OA | — | Pending | Dec 28, 2020 |
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