Prosecution Insights
Prosecution Insights
32 pending office actions • 22 art units • 32 examiners • 0 of 32 (0%) have an AI response strategy ready • 94 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 31 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. 31 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 (16%) |
| §103 only | 20 (62%) |
| §102 only | 6 (19%) |
| §112 only | 1 (3%) |
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 |
|---|---|---|---|
| TAN, OLIVER E | 1 | 75.2% | +9.0% |
| MOYER, DALE S | 1 | 81.6% | +16.2% |
| SAINT-VIL, EDDY | 1 | 42.2% | +29.7% |
| LANG, MICHAEL DEAN | 1 | 87.0% | +5.5% |
| YIP, JACK | 1 | 33.0% | +37.8% |
| MERCADO, GABRIEL S | 1 | 42.7% | +26.7% |
| TROOST, AARON L | 1 | 74.6% | +10.5% |
| ZAMAN, SADARUZ | 1 | 45.0% | +34.3% |
| RHIM, WOO CHUL | 1 | 78.8% | +20.8% |
| NGUYEN, NGA B | 1 | 53.2% | +24.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18753361 | PROBABILISTIC MODULAR LANE TRANSITION STATE ESTIMATION | LANG, MICHAEL DEAN | 79d overdue |
| 18821787 | SYNCHRONIZING NEIGHBORING TILES IN A HIGH DEFINITION MAP | MOYER, DALE S | 27d |
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 |
|---|---|---|---|
| 18441035 | SYSTEM AND METHOD TO GENERATE EXTENDED CONTEXT DERIVED FROM CONSUMER RESPONSES | NGUYEN, NGA B | 9d |
| 17507187 | SYSTEMS AND METHODS FOR PROTOTYPE GENERATION | NGUYEN, NHAT HUY T | 13d |
| 18656717 | STUDENT-INFORMED GENERATIVE EDUCATION PLATFORM | YIP, JACK | 28d |
| 17460852 | SYSTEMS AND METHODS FOR AUTOMATICALLY DETECTING AND AMELIORATING BIAS IN SOCIAL MULTIMEDIA | WILSON, KIMBERLY LOVEL | 29d |
| 17894954 | ENERGY BASED MODELING (EBM) FOR GROUND STATE INFERENCE | GEBRESILASSIE, KIBROM K | 56d |
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 |
|---|---|---|---|
| 18645240 | INCREMENTAL MAP BUILDING USING LEARNABLE FEATURES AND DESCRIPTORS | TROOST, AARON L | 31d overdue |
| 18651075 | METHODS AND SYSTEMS FOR TOUCHSCREEN BASED HAPTIC CONTROLLER | MERCADO, GABRIEL S | 22d overdue |
| 18441589 | CATEGORY AND JOINT AGNOSTIC RECONSTRUCTION OF ARTICULATED OBJECTS | RHIM, WOO CHUL | 5d |
| 18441035 | SYSTEM AND METHOD TO GENERATE EXTENDED CONTEXT DERIVED FROM CONSUMER RESPONSES | NGUYEN, NGA B | 9d |
| 18612226 | TRAINING AN OPERATOR OF A VEHICLE TO PERFORM A MANEUVER OF THE VEHICLE | ZAMAN, SADARUZ | 22d |
| 18821787 | SYNCHRONIZING NEIGHBORING TILES IN A HIGH DEFINITION MAP | MOYER, DALE S | 27d |
| 18656717 | STUDENT-INFORMED GENERATIVE EDUCATION PLATFORM | YIP, JACK | 28d |
| 18778917 | Latent Skill Model-Based Teacher | SAINT-VIL, EDDY | 34d |
| Art Unit | Apps |
|---|---|
| 3715 | 5 |
| 3666 | 4 |
| 3668 | 2 |
| 2188 | 2 |
| 2143 | 2 |
| 3669 | 1 |
| 3656 | 1 |
| 3667 | 1 |
| 2171 | 1 |
| 2676 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19002249 | PARKED CAR CLASSIFICATION BASED ON A VELOCITY ESTIMATION | TAN, OLIVER E | 3669 | §102 | Non-Final OA | 19d | Pending | Dec 26, 2024 |
| 18821787 | SYNCHRONIZING NEIGHBORING TILES IN A HIGH DEFINITION MAP | MOYER, DALE S | 3656 | §102 | Non-Final OA | 27d | Pending | Aug 30, 2024 |
| 18778917 | Latent Skill Model-Based Teacher | SAINT-VIL, EDDY | 3715 | §102 | Final Rejection | 34d | Pending | Jul 19, 2024 |
| 18753361 | PROBABILISTIC MODULAR LANE TRANSITION STATE ESTIMATION | LANG, MICHAEL DEAN | 3667 | §102 | Non-Final OA | 79d overdue | Pending | Jun 25, 2024 |
| 18656717 | STUDENT-INFORMED GENERATIVE EDUCATION PLATFORM | YIP, JACK | 3715 | §101 | Non-Final OA | 28d | Pending | May 07, 2024 |
| 18651075 | METHODS AND SYSTEMS FOR TOUCHSCREEN BASED HAPTIC CONTROLLER | MERCADO, GABRIEL S | 2171 | §103 | Non-Final OA | 22d overdue | Pending | Apr 30, 2024 |
| 18645240 | INCREMENTAL MAP BUILDING USING LEARNABLE FEATURES AND DESCRIPTORS | TROOST, AARON L | 3666 | §103 | Non-Final OA | 31d overdue | Pending | Apr 24, 2024 |
| 18612226 | TRAINING AN OPERATOR OF A VEHICLE TO PERFORM A MANEUVER OF THE VEHICLE | ZAMAN, SADARUZ | 3715 | §103 | Non-Final OA | 22d | Pending | Mar 21, 2024 |
| 18441589 | CATEGORY AND JOINT AGNOSTIC RECONSTRUCTION OF ARTICULATED OBJECTS | RHIM, WOO CHUL | 2676 | §103 | Non-Final OA | 5d | Pending | Feb 14, 2024 |
| 18441035 | SYSTEM AND METHOD TO GENERATE EXTENDED CONTEXT DERIVED FROM CONSUMER RESPONSES | NGUYEN, NGA B | 3625 | §101 | Final Rejection | 9d | Pending | Feb 14, 2024 |
| 18423039 | ADAPTIVE DRIVER INTERFACE USING DRIVER COGNITIVE FACTORS | MUSTAFA, IMRAN K | 3668 | §103 | Non-Final OA | 127d overdue | Pending | Jan 25, 2024 |
| 18417249 | Learned Stereo Flexibility | ESQUINO, CALEB LOGAN | 2677 | §103 | Non-Final OA | 8d | Pending | Jan 19, 2024 |
| 18481621 | DRIVER COACHING SYSTEM WITH MODULATION OF FEEDBACK BASED ON STAIRCASE METHOD | FRENCH, CORRELL T | 3715 | §102 | Non-Final OA | 119d overdue | Pending | Oct 05, 2023 |
| 18345933 | SYSTEM AND METHOD FOR RETRIEVING RELEVANT OUT-OF-DOMAIN EXAMPLES TO INSPIRE VISUAL CONTENT CREATION | PHAM, KHANH B | 2166 | §103 | Non-Final OA | 43d overdue | Pending | Jun 30, 2023 |
| 18082495 | ATTENTION-BASED AGENT INTERACTION SYSTEM | HEIM, MARK ROBERT | 3668 | §103 | Non-Final OA | 9d | Pending | Dec 15, 2022 |
| 18071881 | SYSTEM AND METHOD FOR RISK-BIASED TRAJECTORY FORECASTING | NYE, LOUIS CHRISTOPHER | 2141 | §103 | Non-Final OA | 44d overdue | Pending | Nov 30, 2022 |
| 17894954 | ENERGY BASED MODELING (EBM) FOR GROUND STATE INFERENCE | GEBRESILASSIE, KIBROM K | 2189 | §101 | Final Rejection | 56d | Pending | Aug 24, 2022 |
| 17888810 | SYSTEM AND METHOD FOR DOWNSAMPLING DATA | MORRIS, JOSEPH PATRICK | 2188 | §103 | Final Rejection | 16d | Pending | Aug 16, 2022 |
| 17884170 | MULTITASK LEARNING BASED ON HERMITIAN OPERATORS | XIA, XUYANG | 2143 | §103 | Non-Final OA | 25d overdue | Pending | Aug 09, 2022 |
| 17830202 | STATE LEARNING IN AN EVENT-SOURCED ARCHITECTURE FOR MATERIALS PROVENANCE (ESAMP) | THOMPSON, MILANA KAYE | 1687 | §103 | Final Rejection | 31d overdue | Pending | Jun 01, 2022 |
| 17732630 | SYSTEMS AND METHODS FOR SIMULATING CHANGE DETECTION DATA | ALMADHRHI, WESAM NMN | 3666 | §103 | Final Rejection | — | Pending | Apr 29, 2022 |
| 17732320 | SYSTEMS AND METHODS FOR DRIVER-PREFERRED LANE BIASING | MARUNDA II, TORRENCE S | 3663 | §103 | Non-Final OA | 120d overdue | Pending | Apr 28, 2022 |
| 17724768 | SYSTEMS AND METHODS FOR DRIVING TRAINING AND SUGGESTION | ANGELES, JOSE | 3715 | §103 | Non-Final OA | 28d | Pending | Apr 20, 2022 |
| 17721461 | SYSTEMS AND METHODS FOR ACTUATED DETENTS ON AN INTERIOR SURFACE OF A VEHICLE | AFRIN, NAZIA | 3666 | §103 | Non-Final OA | 223d overdue | Pending | Apr 15, 2022 |
| 17588632 | SYSTEMS AND METHODS FOR CARGO OPTIMIZATION BASED ON DRIVER BEHAVIOR AND VEHICLE DYNAMICS | SAXENA, AKASH | 2188 | §102 | Non-Final OA | 211d overdue | Pending | Jan 31, 2022 |
| 17550496 | SYSTEM AND METHOD FOR MACHINE-ASSISTED COLLABORATION IN PRODUCT DESIGN | BALLOU, MAAME BOAKYEWAA | 3629 | §103 | Non-Final OA | 26d | Pending | Dec 14, 2021 |
| 17540148 | SYSTEMS AND METHODS FOR IMPROVING LOCALIZATION ACCURACY BY SHARING DYNAMIC OBJECT LOCALIZATION INFORMATION | UNDERBAKKE, JACOB DANIEL | 3662 | §103 | Non-Final OA | 9d overdue | Pending | Dec 01, 2021 |
| 17507505 | COGNITIVE LOAD PREDICTOR AND DECISION AID | HRANEK, KAREN AMANDA | 3684 | §103 | Non-Final OA | 258d overdue | Pending | Oct 21, 2021 |
| 17507187 | SYSTEMS AND METHODS FOR PROTOTYPE GENERATION | NGUYEN, NHAT HUY T | 2147 | §101 | Non-Final OA | 13d | Pending | Oct 21, 2021 |
| 17460852 | SYSTEMS AND METHODS FOR AUTOMATICALLY DETECTING AND AMELIORATING BIAS IN SOCIAL MULTIMEDIA | WILSON, KIMBERLY LOVEL | 2165 | §101 | Non-Final OA | 29d | Pending | Aug 30, 2021 |
| 17409188 | SYSTEMS AND METHODS FOR DYNAMIC CHOICE FILTERING | LI, LIANG Y | 2143 | §103 | Non-Final OA | 36d overdue | Pending | Aug 23, 2021 |
| 17387921 | SYSTEMS AND METHODS FOR BEHAVIOR CLONING WITH STRUCTURED WORLD MODELS | NGUYEN, MISA H | 3666 | §112 | Non-Final OA | 52d overdue | Pending | Jul 28, 2021 |
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