69 pending office actions • 31 art units • 65 examiners • 57 of 69 (83%) have an AI response strategy ready • 258 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 69 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. 69 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 | 1 (1%) |
| §103 only | 57 (83%) |
| §102 only | 7 (10%) |
| §112 only | 1 (1%) |
| Double-patenting only | 1 (1%) |
| No statute on record | 2 (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 |
|---|---|---|---|
| BOEGHOLM, ISABELLE LIN | 4 | 45.5% | +63.2% |
| HO, MATTHEW | 2 | 73.2% | +14.0% |
| RODRIGUEZ, VICENTE M | 1 | 77.4% | +15.0% |
| PINKERTON, ROBERT LOUIS | 1 | 86.1% | +20.7% |
| AYNALEM, NATHNAEL B | 1 | 76.2% | +14.0% |
| PARK, KYLE S | 1 | 66.0% | +33.2% |
| ALLEN, PAUL MCCARTHY | 1 | 44.3% | +36.0% |
| HOLMAN, JOHN D | 1 | 55.4% | +27.5% |
| BARAKAT, MOHAMED | 1 | 73.9% | +23.4% |
| ALUNKAL, THOMAS D | 1 | 72.0% | +15.5% |
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 |
|---|---|---|---|
| 19256718 | GENERATING SCOUTING OBJECTIVES | PINKERTON, ROBERT LOUIS | 83d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19038794 | Reachability User Experience Interfaces for Autonomous Vehicles | PARK, KYLE S | 27d |
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 |
|---|---|---|---|
| 17947904 | INTERFERENCE-BASED SUPPRESSION OF INTERNAL RETRO-REFLECTIONS IN COHERENT SENSING DEVICES | BOEGHOLM, ISABELLE LIN | 37d overdue |
| 18950841 | TREE POLICY PLANNING FOR AUTONOMOUS VEHICLE DRIVING SOLUTIONS | HO, MATTHEW | 28d overdue |
| 17549088 | COUPLED LASERS FOR COHERENT DISTANCE AND VELOCITY MEASUREMENTS | BOEGHOLM, ISABELLE LIN | 17d overdue |
| 18989096 | EXTERNAL FACING COMMUNICATIONS FOR AUTONOMOUS VEHICLES | BARAKAT, MOHAMED | 4d overdue |
| 19059867 | Close-in Sensing Camera System | AYNALEM, NATHNAEL B | 12d |
| 18990426 | VIBROMETRY-BASED BEHAVIOR PREDICTION FOR AUTONOMOUS VEHICLE APPLICATIONS | HOLMAN, JOHN D | 12d |
| 18980144 | SECONDARY DISENGAGE ALERT FOR AUTONOMOUS VEHICLES | ALUNKAL, THOMAS D | 21d |
| 19038794 | Reachability User Experience Interfaces for Autonomous Vehicles | PARK, KYLE S | 27d |
| Art Unit | Apps |
|---|---|
| 3668 | 7 |
| 3663 | 7 |
| 3645 | 7 |
| 3665 | 5 |
| 3666 | 4 |
| 3669 | 3 |
| 3662 | 3 |
| 3658 | 3 |
| 3667 | 2 |
| 2689 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19258665 | Optical Sensor for Mirror Zero Angle in a Scanning Lidar | RODRIGUEZ, VICENTE M | 3642 | §103 | Non-Final OA | 41d | AI Ready | Jul 02, 2025 |
| 19256718 | GENERATING SCOUTING OBJECTIVES | PINKERTON, ROBERT LOUIS | 3665 | DP | Non-Final OA | 83d | Pending | Jul 01, 2025 |
| 19059867 | Close-in Sensing Camera System | AYNALEM, NATHNAEL B | 2488 | §103 | Non-Final OA | 12d | AI Ready | Feb 21, 2025 |
| 19038794 | Reachability User Experience Interfaces for Autonomous Vehicles | PARK, KYLE S | 3666 | §101 | Non-Final OA | 27d | AI Ready | Jan 28, 2025 |
| 18989050 | ARRANGING TRIPS FOR AUTONOMOUS VEHICLES BASED ON WEATHER CONDITIONS | ALLEN, PAUL MCCARTHY | 3669 | §103 | Non-Final OA | 28d | AI Ready | Dec 20, 2024 |
| 18990426 | VIBROMETRY-BASED BEHAVIOR PREDICTION FOR AUTONOMOUS VEHICLE APPLICATIONS | HOLMAN, JOHN D | 3667 | §103 | Non-Final OA | 12d | AI Ready | Dec 20, 2024 |
| 18989096 | EXTERNAL FACING COMMUNICATIONS FOR AUTONOMOUS VEHICLES | BARAKAT, MOHAMED | 2689 | §103 | Non-Final OA | 4d overdue | AI Ready | Dec 20, 2024 |
| 18980144 | SECONDARY DISENGAGE ALERT FOR AUTONOMOUS VEHICLES | ALUNKAL, THOMAS D | 2686 | §102 | Non-Final OA | 21d | AI Ready | Dec 13, 2024 |
| 18981277 | GENERATING CONTROL INPUTS FOR AGENT TRAJECTORY PLANNING USING NEURAL NETWORKS | AN, IG TAI | 3662 | §103 | Non-Final OA | 23d | AI Ready | Dec 13, 2024 |
| 18973151 | Systems For Implementing Fallback Behaviors For Autonomous Vehicles | SWEENEY, BRIAN P | 3668 | §112 | Non-Final OA | 11d overdue | AI Ready | Dec 09, 2024 |
| 18969041 | HANDLING MANEUVER LIMITS FOR AUTONOMOUS DRIVING SYSTEMS | MATTA, ALEXANDER GEORGE | 3668 | §103 | Non-Final OA | 41d | AI Ready | Dec 04, 2024 |
| 18969022 | MASS DISTRIBUTION-INFORMED OPTIMIZATION FOR AUTONOMOUS DRIVING SYSTEMS | HO, MATTHEW | 3669 | §103 | Non-Final OA | 56d | Pending | Dec 04, 2024 |
| 18955364 | TESTING A SCHEDULING SYSTEM FOR AUTONOMOUS VEHICLES USING SIMULATIONS | SILVA, MICHAEL THOMAS | 3663 | §103 | Non-Final OA | 11d overdue | AI Ready | Nov 21, 2024 |
| 18952239 | METHOD AND VEHICLE FOR RESPONDING TO A LANE BLOCKING OBJECT | REFAI, RAMSEY | 3664 | §102 | Non-Final OA | 28d overdue | AI Ready | Nov 19, 2024 |
| 18950841 | TREE POLICY PLANNING FOR AUTONOMOUS VEHICLE DRIVING SOLUTIONS | HO, MATTHEW | 3669 | §103 | Non-Final OA | 28d overdue | AI Ready | Nov 18, 2024 |
| 18950372 | FLEET MANAGEMENT FOR AUTONOMOUS VEHICLES | EL-BATHY, MOHAMED N | 3624 | §103 | Non-Final OA | 5d | AI Ready | Nov 18, 2024 |
| 18946349 | IDENTIFYING PARKABLE AREAS FOR AUTONOMOUS VEHICLES | POINT, RUFUS C | 2689 | §103 | Non-Final OA | 11d overdue | AI Ready | Nov 13, 2024 |
| 18936116 | Railroad Light Detection | KUNTZ, JEWEL A | 3666 | §103 | Non-Final OA | 3d overdue | AI Ready | Nov 04, 2024 |
| 18929174 | Positioning Vehicles to Improve Quality of Observations at Intersections | SOOFI, YAZAN A | 3668 | §102 | Non-Final OA | 41d | Pending | Oct 28, 2024 |
| 18924713 | Reporting Road Event Data and Sharing with Other Vehicles | SLOWIK, ELIZABETH J | 3662 | §103 | Non-Final OA | 33d | AI Ready | Oct 23, 2024 |
| 18923014 | Lane Adjustment Techniques for Slow Lead Agents | SHAFI, MUHAMMAD | 3666 | §103 | Non-Final OA | 14d | AI Ready | Oct 22, 2024 |
| 18901951 | CAMERA PEEK INTO TURN | HESS, MICHAEL J | 2481 | §103 | Non-Final OA | 43d | AI Ready | Sep 30, 2024 |
| 18897239 | Synchronized Spinning LIDAR and Rolling Shutter Camera System | PHAM, NAM D | 2487 | Other | Non-Final OA | 9d overdue | AI Ready | Sep 26, 2024 |
| 18896422 | User Interface Techniques for Recommending Remote Assistance Actions | TC 3600, DOCKET | 3600 | §103 | Non-Final OA | 15d overdue | AI Ready | Sep 25, 2024 |
| 18889024 | Remote Assistance for an Autonomous Vehicle in Low Confidence Situations | ANWARI, MACEEH | 3663 | §102 | Non-Final OA | 8d overdue | AI Ready | Sep 18, 2024 |
| 18883353 | LATERAL GAP PLANNING FOR AUTONOMOUS VEHICLES | MUSTAFA, IMRAN K | 3668 | §103 | Non-Final OA | 35d | AI Ready | Sep 12, 2024 |
| 18883455 | GENERATING TRAJECTORIES FOR AUTONOMOUS VEHICLES | ANFINRUD, GABRIEL P | 3662 | §103 | Non-Final OA | 30d | Pending | Sep 12, 2024 |
| 18828864 | Detection of Pedestrian Using Radio Devices | SHUDY, ANGELINA M | 3668 | §103 | Non-Final OA | 86d overdue | AI Ready | Sep 09, 2024 |
| 18815952 | TRAJECTORY LIMITING FOR AUTONOMOUS VEHICLES | WILLIS, BRANDON Z. | 3665 | §103 | Non-Final OA | 10d overdue | AI Ready | Aug 27, 2024 |
| 18796553 | REAL-TIME LANE CHANGE SELECTION FOR AUTONOMOUS VEHICLES | AMIN, BHAVESH V | 3657 | Other | Non-Final OA | 25d overdue | AI Ready | Aug 07, 2024 |
| 18794503 | LIGHT DETECTION AND RANGING DEVICE USING COMBINED OPTICAL SIGNALS | LEE, TYLER J | 3663 | §103 | Non-Final OA | 35d overdue | AI Ready | Aug 05, 2024 |
| 18760933 | Systems and Methods for Infrared Sensing | DOWNING, SAVANNAH STARR | 2884 | §103 | Non-Final OA | 14d | AI Ready | Jul 01, 2024 |
| 18759076 | Methods and Systems for Mitigating the Effects of Weather-related Attenuation on Radar Imagery | SHAIKH, FARIS ASIM | 3668 | §103 | Final Rejection | 41d | AI Ready | Jun 28, 2024 |
| 18731976 | LIGHT DETECTION AND RANGING (LIDAR) DEVICES HAVING VERTICAL-CAVITY SURFACE-EMITTING LASER (VCSEL) EMITTERS | EUSTAQUIO, CAL J | 2686 | §103 | Non-Final OA | 6d | Pending | Jun 03, 2024 |
| 18652670 | EMERGENCY SIGNALING IN AUTONOMOUS TRUCKING SYSTEMS | REINERT, JONATHAN E | 3668 | §103 | Non-Final OA | 22d | AI Ready | May 01, 2024 |
| 18605352 | MANAGING A FLEET OF VEHICLES | MERLINO, DAVID P | 3665 | §103 | Non-Final OA | 97d overdue | AI Ready | Mar 14, 2024 |
| 18600449 | STATEFUL AND END-TO-END MULTI-OBJECT TRACKING | BOYAR, NOAH WILLIAM | 2669 | §103 | Non-Final OA | 14d | AI Ready | Mar 08, 2024 |
| 18588393 | EVALUATING PULLOVERS FOR AUTONOMOUS VEHICLES | CHEN, SHELLEY | 3665 | §103 | Non-Final OA | 37d overdue | Pending | Feb 27, 2024 |
| 18392299 | Methods and Systems for using a Visual Language Model to Provide Remote Assistance to Vehicles | KWIATKOWSKA, LIDIA | 3666 | §103 | Non-Final OA | 112d overdue | Pending | Dec 21, 2023 |
| 18544896 | ASSESSING SURPRISE FOR AUTONOMOUS VEHICLES | MILLER, LEAH NICOLE | 3663 | §102 | Non-Final OA | 16d overdue | AI Ready | Dec 19, 2023 |
| 18542327 | TRAINING A POINT CLOUD PROCESSING MODEL USING A COMPUTER VISION MODEL | MEMON, OWAIS IQBAL | 2663 | §103 | Final Rejection | 7d | AI Ready | Dec 15, 2023 |
| 18531643 | Stacked Image Processing to Reduce Blur for Autonomous Driving | LU, ZHIYU | 2665 | §103 | Final Rejection | 23d overdue | Pending | Dec 06, 2023 |
| 18522666 | Methods and Systems for Validating Automotive Radar Pitch using Elevation Sidelobe Measurements | GOOD, KENNETH W | 3648 | §103 | Non-Final OA | 35d | AI Ready | Nov 29, 2023 |
| 18517438 | Universal Spectrum Utilization Exchange for Radio Frequency Interference Mitigation and Avoidance | LEITE, PAULO ROBERTO GONZ | 3663 | §103 | Non-Final OA | 5d overdue | Pending | Nov 22, 2023 |
| 18515949 | Methods and Systems for Transmit Beam Agnostic Radar Calibration | PERVIN, NUZHAT | 3648 | §103 | Non-Final OA | 28d overdue | AI Ready | Nov 21, 2023 |
| 18506925 | 3-D OBJECT DETECTION BASED ON SYNTHETIC POINT CLOUD FRAMES | LE, JOHN H | 2857 | §103 | Non-Final OA | 14d | AI Ready | Nov 10, 2023 |
| 18505516 | KINEMATIC MODEL FOR AUTONOMOUS TRUCK ROUTING | EL SAYAH, MOHAMAD O | 3658 | §103 | Non-Final OA | 42d | AI Ready | Nov 09, 2023 |
| 18239168 | CONFIGURATION-BASED SAMPLING OF RUN SEGMENTS FOR SIMULATING AUTONOMOUS VEHICLE BEHAVIOR | TRAN, KHOI H | 3656 | §103 | Non-Final OA | 14d | AI Ready | Aug 29, 2023 |
| 18142429 | RARE EXAMPLE MINING FOR AUTONOMOUS VEHICLES | VO, STEVEN | 2148 | §103 | Non-Final OA | 22d overdue | AI Ready | May 02, 2023 |
| 18064612 | Methods and Systems for Providing Remote Assistance to an Autonomous Vehicle | CASTRO, PAUL A | 3658 | §103 | Non-Final OA | 79d overdue | AI Ready | Dec 12, 2022 |
| 18062085 | Anti-Reflection Coated Lens for Fast Axis Collimation | NIGAM, NATASHA | 2872 | §102 | Non-Final OA | 72d overdue | Pending | Dec 06, 2022 |
| 17994991 | TRAINING A CLASSIFIER TO DETECT OPEN VEHICLE DOORS | KAPOOR, DEVAN | 2126 | §103 | Final Rejection | 33d | AI Ready | Nov 28, 2022 |
| 17951001 | DETECTING STATIONARY NON-PARTICIPANTS OF TRAFFIC | CHOU, SHIEN MING | 3667 | §103 | Final Rejection | 53d overdue | AI Ready | Sep 22, 2022 |
| 17947904 | INTERFERENCE-BASED SUPPRESSION OF INTERNAL RETRO-REFLECTIONS IN COHERENT SENSING DEVICES | BOEGHOLM, ISABELLE LIN | 3645 | §103 | Non-Final OA | 37d overdue | AI Ready | Sep 19, 2022 |
| 17882687 | Smart Signs for Autonomous Vehicles | TUN, NAY L | 2688 | §103 | Final Rejection | 13d | AI Ready | Aug 08, 2022 |
| 17830021 | USER-CONTROLLED ROUTE SELECTION FOR AUTONOMOUS VEHICLES | MARUNDA II, TORRENCE S | 3663 | §103 | Non-Final OA | 47d | AI Ready | Jun 01, 2022 |
| 17662239 | Mitigating Crosstalk from High-Intensity Returns in a Light Detection and Ranging (Lidar) Device | BOEGHOLM, ISABELLE LIN | 3645 | §103 | Final Rejection | 70d | AI Ready | May 06, 2022 |
| 17730436 | UNIFICATION OF SPECIALIZED MACHINE-LEARNING MODELS FOR EFFICIENT OBJECT DETECTION AND CLASSIFICATION | DUONG, HIEN LUONGVAN | 2147 | §103 | Non-Final OA | 24d overdue | AI Ready | Apr 27, 2022 |
| 17591130 | INCORPORATING POSITION ESTIMATION DEGRADATION INTO TRAJECTORY PLANNING FOR AUTONOMOUS VEHICLES IN CERTAIN SITUATIONS | MANCHO, RONNIE M | 3657 | §102 | Non-Final OA | 672d overdue | Pending | Feb 02, 2022 |
| 17549088 | COUPLED LASERS FOR COHERENT DISTANCE AND VELOCITY MEASUREMENTS | BOEGHOLM, ISABELLE LIN | 3645 | §103 | Non-Final OA | 17d overdue | AI Ready | Dec 13, 2021 |
| 17435582 | Systems and Methods for Real-Time LIDAR Range Calibration | NOEL, JEMPSON | 3645 | §103 | Non-Final OA | 36d overdue | AI Ready | Sep 01, 2021 |
| 17398436 | HARD EXAMPLE MINING FOR TRAINING A NEURAL NETWORK | BAKER, EZRA JAMES | 2126 | §103 | Final Rejection | 9d overdue | AI Ready | Aug 10, 2021 |
| 17443163 | OPTIMIZED MULTICHANNEL OPTICAL SYSTEM FOR LIDAR SENSORS | BOEGHOLM, ISABELLE LIN | 3645 | §103 | Final Rejection | 61d | Pending | Jul 21, 2021 |
| 17376611 | Adjusting Lidar Parameters Based on Environmental Conditions | QI, ZHENGQING J | 3645 | §103 | Final Rejection | 21d | AI Ready | Jul 15, 2021 |
| 17303770 | DETERMINATION OF ATMOSPHERIC VISIBILITY IN AUTONOMOUS VEHICLE APPLICATIONS | XIAO, YUQING | 3645 | §103 | Non-Final OA | 14d | AI Ready | Jun 07, 2021 |
| 17195882 | DETECTING AND RESPONDING TO SOUNDS FOR AUTONOMOUS VEHICLES | PEDERSEN, DAVID RUBEN | 3658 | §103 | Final Rejection | 22d | AI Ready | Mar 09, 2021 |
| 17136489 | SIMULATIONS OF SENSOR BEHAVIOR IN AN AUTONOMOUS VEHICLE | WU, PAYSUN | 3665 | §103 | Non-Final OA | 8d | AI Ready | Dec 29, 2020 |
| 17119108 | Systems, Apparatus, and Methods for Reordering Image Data | UNDERWOOD, BAKARI | 3663 | §103 | Non-Final OA | 40d | AI Ready | Dec 11, 2020 |
| 17099634 | MULTI OBJECT TRACKING USING MEMORY ATTENTION | WU, NICHOLAS S | 2148 | §103 | Final Rejection | 9d | AI Ready | Nov 16, 2020 |
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