Prosecution Insights
Prosecution Insights
33 pending office actions • 18 art units • 31 examiners • 0 of 33 (0%) have an AI response strategy ready • 71 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 32 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. 32 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 | 8 (24%) |
| §103 only | 20 (61%) |
| §102 only | 3 (9%) |
| No statute on record | 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 |
|---|---|---|---|
| MALKOWSKI, KENNETH J | 2 | 74.8% | +18.8% |
| SILVA, MICHAEL THOMAS | 2 | 31.3% | +20.3% |
| CHONG CRUZ, NADJA N | 1 | 28.0% | +43.4% |
| VETTER, DANIEL | 1 | 19.6% | +9.1% |
| NELSON, FREDA ANN | 1 | 42.6% | +5.6% |
| GARCIA-GUERRA, DARLENE | 1 | 23.0% | +33.4% |
| DAGNEW, SABA | 1 | 37.6% | +17.7% |
| MANEJWALA, ISMAIL A | 1 | 47.4% | +48.9% |
| PAIGE, TYLER D | 1 | 91.3% | +8.3% |
| ULLAH, ARIF | 1 | 46.9% | +37.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18943049 | VALIDATING VEHICLE SENSOR CALIBRATION | PAIGE, TYLER D | 33d |
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 |
|---|---|---|---|
| 19263484 | UTILIZING TRIGGERING EVENTS TO INITIATE DYNAMIC COORDINATION OF GRAPHICAL USER INTERFACES ACROSS DEVICES | VETTER, DANIEL | 85d overdue |
| 16950402 | SYSTEM FOR SELECTING DRIVERS FOR TRANSPORTATION REQUESTS WITH SPECIFIED TIME DURATIONS | WALSH, EMMETT K | 66d overdue |
| 18616784 | DETERMINING MATCHES USING DYNAMIC PROVIDER ELIGIBILITY MODEL | SMITH-STEWART, DEMETRA R | 44d overdue |
| 18916482 | SYSTEM FOR PLACING DRIVERS IN A PRIORITY QUEUE AND NAVIGATING THE DRIVERS TO FULFILL PASSENGER REQUESTS | ULLAH, ARIF | 31d overdue |
| 18989706 | SYSTEMS AND METHODS FOR ENHANCED TRANSPORTATION DISPATCH | GARCIA-GUERRA, DARLENE | 19d overdue |
| 18446273 | DRIVER SUPPLY CONTROL | BAINS, SARJIT S | 8d overdue |
| 18406096 | SYSTEMS AND METHODS FOR TRANSPORT CANCELLATION USING DATA-DRIVEN MODELS | MA, LISA | 4d overdue |
| 19216363 | GENERATING GRAPHICAL USER INTERFACE ELEMENTS BASED ON NETWORK DEVICE BALANCE | NELSON, FREDA ANN | 1d overdue |
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 |
|---|---|---|---|
| 18989930 | VEHICLE SERVICE CENTER DISPATCH SYSTEM | DAGNEW, SABA | 72d overdue |
| 16719704 | SYSTEMS AND METHODS FOR PRESENTING CURATED AUTONOMY-SYSTEM INFORMATION OF A VEHICLE | SILVA, MICHAEL THOMAS | 49d overdue |
| 18808827 | SYSTEMS AND METHODS FOR GENERATING SOURCE-AGNOSTIC TRAJECTORIES | SILVA, MICHAEL THOMAS | 32d overdue |
| 18916482 | SYSTEM FOR PLACING DRIVERS IN A PRIORITY QUEUE AND NAVIGATING THE DRIVERS TO FULFILL PASSENGER REQUESTS | ULLAH, ARIF | 31d overdue |
| 18989706 | SYSTEMS AND METHODS FOR ENHANCED TRANSPORTATION DISPATCH | GARCIA-GUERRA, DARLENE | 19d overdue |
| 18959521 | SYSTEMS AND METHODS FOR INFERRING INFORMATION ABOUT STATIONARY ELEMENTS BASED ON SEMANTIC RELATIONSHIPS | MALKOWSKI, KENNETH J | 5d |
| 18163562 | UTILIZING TRANSITION TIMES TO INTELLIGENTLY SELECT TRANSITION LOCATIONS FOR AUTONOMOUS VEHICLES | MALKOWSKI, KENNETH J | 21d |
| 18960506 | SYSTEMS AND METHODS FOR DETERMINING ALLOCATION OF PERSONAL MOBILITY VEHICLES | MANEJWALA, ISMAIL A | 85d |
| Art Unit | Apps |
|---|---|
| 3628 | 5 |
| 3625 | 5 |
| 3624 | 3 |
| 3623 | 2 |
| 3667 | 2 |
| 3664 | 2 |
| 3663 | 2 |
| 3666 | 2 |
| 3621 | 1 |
| 3662 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19286616 | GENERATING CONSOLIDATED GRAPHICAL USER INTERFACES FOR DISPLAYING DIRECTIVES OF DEVICES OF A DYNAMIC TRANSPORTATION NETWORK | CHONG CRUZ, NADJA N | 3623 | §103 | Final Rejection | — | Pending | Jul 31, 2025 |
| 19263484 | UTILIZING TRIGGERING EVENTS TO INITIATE DYNAMIC COORDINATION OF GRAPHICAL USER INTERFACES ACROSS DEVICES | VETTER, DANIEL | 3628 | §101 | Final Rejection | 85d overdue | Pending | Jul 09, 2025 |
| 19216363 | GENERATING GRAPHICAL USER INTERFACE ELEMENTS BASED ON NETWORK DEVICE BALANCE | NELSON, FREDA ANN | 3628 | §101 | Non-Final OA | 1d overdue | Pending | May 22, 2025 |
| 18989706 | SYSTEMS AND METHODS FOR ENHANCED TRANSPORTATION DISPATCH | GARCIA-GUERRA, DARLENE | 3625 | §103 | Non-Final OA | 19d overdue | Pending | Dec 20, 2024 |
| 18989930 | VEHICLE SERVICE CENTER DISPATCH SYSTEM | DAGNEW, SABA | 3621 | §103 | Non-Final OA | 72d overdue | Pending | Dec 20, 2024 |
| 18960506 | SYSTEMS AND METHODS FOR DETERMINING ALLOCATION OF PERSONAL MOBILITY VEHICLES | MANEJWALA, ISMAIL A | 3628 | §103 | Final Rejection | 85d | Pending | Nov 26, 2024 |
| 18959521 | SYSTEMS AND METHODS FOR INFERRING INFORMATION ABOUT STATIONARY ELEMENTS BASED ON SEMANTIC RELATIONSHIPS | MALKOWSKI, KENNETH J | 3667 | §103 | Non-Final OA | 5d | Pending | Nov 25, 2024 |
| 18943049 | VALIDATING VEHICLE SENSOR CALIBRATION | PAIGE, TYLER D | 3664 | §103 | Non-Final OA | 33d | Pending | Nov 11, 2024 |
| 18916482 | SYSTEM FOR PLACING DRIVERS IN A PRIORITY QUEUE AND NAVIGATING THE DRIVERS TO FULFILL PASSENGER REQUESTS | ULLAH, ARIF | 3625 | §101 | Non-Final OA | 31d overdue | Pending | Oct 15, 2024 |
| 18909619 | SYSTEMS AND METHODS FOR INTELLIGENTLY ENGAGING MULTIPLE BRAKES | ALCORN III, GEORGE A | 3662 | §103 | Non-Final OA | 15d | Pending | Oct 08, 2024 |
| 18829595 | DYNAMICALLY GENERATING AND UPDATING MULTIPLIERS FOR A TRANSPORTATION MATCHING SYSTEM USING MACHINE LEARNING | PATEL, SHARDUL D | 3664 | Other | Non-Final OA | 5d overdue | Pending | Sep 10, 2024 |
| 18818373 | DYNAMIC OPTIMIZED REASSIGNMENT OF PROVIDERS AT A GEOHASH LEVEL | FEACHER, LORENA R | 3625 | §103 | Non-Final OA | 51d overdue | Pending | Aug 28, 2024 |
| 18808827 | SYSTEMS AND METHODS FOR GENERATING SOURCE-AGNOSTIC TRAJECTORIES | SILVA, MICHAEL THOMAS | 3663 | §103 | Non-Final OA | 32d overdue | Pending | Aug 19, 2024 |
| 18809076 | MOBILE MESH NETWORK PROVISIONING SYSTEMS AND METHODS | SLOMS, NICHOLAS | 2476 | §103 | Final Rejection | 1d overdue | Pending | Aug 19, 2024 |
| 18777393 | FLEET MANAGEMENT USER INTERFACE | TROOST, AARON L | 3666 | §101 | Non-Final OA | 84d | Pending | Jul 18, 2024 |
| 18770422 | DETERMINING AND MAPPING LOCATION-BASED INFORMATION FOR A VEHICLE | BOYLAN, JAMES T | 2486 | Other | Non-Final OA | 28d | Pending | Jul 11, 2024 |
| 18677552 | SYSTEMS AND METHODS FOR SELECTING IMPROVED ROUTES FOR FULFILLING TRANSPORTATION REQUESTS | LAROSE, RENEE MARIE | 3657 | §103 | Non-Final OA | 104d overdue | Pending | May 29, 2024 |
| 18616784 | DETERMINING MATCHES USING DYNAMIC PROVIDER ELIGIBILITY MODEL | SMITH-STEWART, DEMETRA R | 3661 | §101 | Non-Final OA | 44d overdue | Pending | Mar 26, 2024 |
| 18406096 | SYSTEMS AND METHODS FOR TRANSPORT CANCELLATION USING DATA-DRIVEN MODELS | MA, LISA | 3628 | §101 | Final Rejection | 4d overdue | Pending | Jan 06, 2024 |
| 18479318 | NAVIGATING DRIVERS TO DYNAMICALLY SELECTED DROP-OFF LOCATIONS FOR SHARED RIDES | BUTLER, RODNEY ALLEN | 3666 | §103 | Non-Final OA | 4d overdue | Pending | Oct 02, 2023 |
| 18446273 | DRIVER SUPPLY CONTROL | BAINS, SARJIT S | 3623 | §101 | Final Rejection | 8d overdue | Pending | Aug 08, 2023 |
| 18231038 | LOCALISATION OF MOBILE DEVICE USING IMAGE AND NON-IMAGE SENSOR DATA IN SERVER PROCESSING | OUELLETTE, JONATHAN P | 3629 | §102 | Final Rejection | 15d | Pending | Aug 07, 2023 |
| 18314542 | PANEL-SNAPPING INTERFACE FOR RESPONSIVE DISPLAY OF MAPS | WALTON, CHESIREE A | 3624 | §103 | Non-Final OA | 104d overdue | Pending | May 09, 2023 |
| 18163562 | UTILIZING TRANSITION TIMES TO INTELLIGENTLY SELECT TRANSITION LOCATIONS FOR AUTONOMOUS VEHICLES | MALKOWSKI, KENNETH J | 3667 | §102 | Non-Final OA | 21d | Pending | Feb 02, 2023 |
| 18059640 | Forecast Availability for Docking Stations and Rideable Mobility Vehicles | ALSTON, FRANK MAURICE | 3625 | §103 | Non-Final OA | 14d | Pending | Nov 29, 2022 |
| 18059253 | PROVIDING TRANSPORTATION MATCH PROBABILITY INDICATORS BASED ON VARIABLE DIRECTIONAL FILTERS IN A TRANSPORTATION MATCHING SYSTEM | NGUYEN, NGA B | 3625 | §102 | Non-Final OA | 13d | Pending | Nov 28, 2022 |
| 17744326 | SYSTEMS AND METHODS FOR QUEUEING IN DYNAMIC TRANSPORTATION NETWORKS | EL-BATHY, MOHAMED N | 3624 | §103 | Non-Final OA | 4d overdue | Pending | May 13, 2022 |
| 17556024 | GENERATING NETWORK COVERAGE IMPROVEMENT METRICS UTILIZING MACHINE-LEARNING TO DYNAMICALLY MATCH TRANSPORTATION REQUESTS | KOESTER, MICHAEL RICHARD | 3624 | §103 | Final Rejection | 8d overdue | Pending | Dec 20, 2021 |
| 17461602 | GENERATING USER INTERFACES COMPRISING DYNAMIC ACCORDION-BASED TRANSPORTATION USER INTERFACE ELEMENTS TO IMPROVE COMPUTER SYSTEM EFFICIENCY | BURKE, TIONNA M | 2178 | §103 | Final Rejection | 23d | Pending | Aug 30, 2021 |
| 17229690 | INTELLIGENTLY GENERATING COMPUTER MODEL LEARNING DATA BY DISPATCHING ENHANCED SENSORY VEHICLES UTILIZING DATA COLLECTION VALUES | CAIN, AARON G | 3656 | §103 | Final Rejection | 66d overdue | Pending | Apr 13, 2021 |
| 17101831 | Dynamic Scene Representation | STRYKER, NICHOLAS F | 3665 | §103 | Non-Final OA | 42d overdue | Pending | Nov 23, 2020 |
| 16950402 | SYSTEM FOR SELECTING DRIVERS FOR TRANSPORTATION REQUESTS WITH SPECIFIED TIME DURATIONS | WALSH, EMMETT K | 3628 | §101 | Final Rejection | 66d overdue | Pending | Nov 17, 2020 |
| 16719704 | SYSTEMS AND METHODS FOR PRESENTING CURATED AUTONOMY-SYSTEM INFORMATION OF A VEHICLE | SILVA, MICHAEL THOMAS | 3663 | §103 | Non-Final OA | 49d overdue | Pending | Dec 18, 2019 |
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