Prosecution Insights
Prosecution Insights
21 pending office actions • 13 art units • 19 examiners • 0 of 21 (0%) have an AI response strategy ready • 24 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 8 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. 8 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 | 1 (5%) |
| §103 only | 11 (52%) |
| §112 only | 3 (14%) |
| Double-patenting + other | 2 (10%) |
| Multi-statute (no §101) | 4 (19%) |
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 |
|---|---|---|---|
| HO, MATTHEW | 2 | 72.3% | +11.8% |
| COUSO, JOSE L | 2 | 90.2% | +8.2% |
| MCCLEARY, CAITLIN RENEE | 1 | 59.3% | +25.0% |
| SCHOECH, ASHLEY TIFFANY | 1 | 67.4% | +30.8% |
| MARIAM, DANIEL G | 1 | 90.5% | +10.4% |
| PARK, EDWARD | 1 | 82.2% | +18.0% |
| WANG, JINGLI | 1 | 71.3% | +18.3% |
| MATTA, ALEXANDER GEORGE | 1 | 72.1% | +19.2% |
| SMITH, JORDAN T | 1 | 66.0% | +6.9% |
| DANG, RACHEL YEN VI | 1 | 100.0% | +0.0% |
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 |
|---|---|---|---|
| 18800477 | LEARNING BY PREDICTION THROUGH IMAGE LEVEL REPRESENTATION | COUSO, JOSE L | — |
| 18800612 | CO-LEARNING BY PREDICTION OF UNKNOWN ELEMENTS | COUSO, JOSE L | — |
| 18746185 | DYNAMIC IN-CORRELATION SIGNATURE GENERATION | MARIAM, DANIEL G | — |
| 18624057 | TRACKING ROAD ELEMENTS IN AN ENVIRONMENT OF A VEHICLE | DANG, RACHEL YEN VI | — |
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 |
|---|---|---|---|
| 18350702 | VIRTUAL FIELDS DRIVING RELATED OPERATIONS | ARTIMEZ, DANA FERREN | 44d overdue |
| 17808938 | Obtaining a vehicle environment map based on aerial imaging | STRYKER, NICHOLAS F | 12d |
| 18746213 | CUSTOMIZED PROTOTYPE BASED TRAINING FOR EMBEDDING CLASSIFICATIONS | PARK, EDWARD | — |
| 18739221 | CONTEXTUAL ATTRIBUTE-BASED PERCEPTION | MATTA, ALEXANDER GEORGE | — |
| 18610222 | SELF-LEARNING OF RELEVANCY METRICS FOR PERCEPTION RELATED APPLICATIONS | HAN, BYUNGKWON | — |
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 |
|---|---|---|---|
| 18773590 | DIRECTING TRAFFIC ASSISTANCE SKILL | SCHOECH, ASHLEY TIFFANY | 17d overdue |
| 18914860 | ENHANCEMENT OF AI MODELS FOR AUTONOMOUS DRIVING PER LOCALIZATION | HO, MATTHEW | 4d overdue |
| 18800751 | SELECTIVE LEARNING BY PREDICTION FOR DRIVING | MCCLEARY, CAITLIN RENEE | — |
| 18746185 | DYNAMIC IN-CORRELATION SIGNATURE GENERATION | MARIAM, DANIEL G | — |
| 18746213 | CUSTOMIZED PROTOTYPE BASED TRAINING FOR EMBEDDING CLASSIFICATIONS | PARK, EDWARD | — |
| 18739234 | SELECTIVE DOWNLOADING OF AERIAL IMAGE SIGNATURES FOR LOCALIZATION OF DRIVING | WANG, JINGLI | — |
| 18739221 | CONTEXTUAL ATTRIBUTE-BASED PERCEPTION | MATTA, ALEXANDER GEORGE | — |
| 18466793 | Accuracy of Object Detection | HO, MATTHEW | — |
| Art Unit | Apps |
|---|---|
| 3669 | 3 |
| 2667 | 2 |
| 2675 | 2 |
| 2672 | 2 |
| 3666 | 1 |
| 3668 | 1 |
| 2661 | 1 |
| 2671 | 1 |
| 2857 | 1 |
| 3663 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18914860 | ENHANCEMENT OF AI MODELS FOR AUTONOMOUS DRIVING PER LOCALIZATION | HO, MATTHEW | 3669 | §103 | Non-Final OA | 4d overdue | Pending | Oct 14, 2024 |
| 18800477 | LEARNING BY PREDICTION THROUGH IMAGE LEVEL REPRESENTATION | COUSO, JOSE L | 2667 | §102DP | Final Rejection | — | Pending | Aug 12, 2024 |
| 18800751 | SELECTIVE LEARNING BY PREDICTION FOR DRIVING | MCCLEARY, CAITLIN RENEE | 3669 | §103 | Final Rejection | — | Pending | Aug 12, 2024 |
| 18800612 | CO-LEARNING BY PREDICTION OF UNKNOWN ELEMENTS | COUSO, JOSE L | 2667 | §102DP | Final Rejection | — | Pending | Aug 12, 2024 |
| 18773590 | DIRECTING TRAFFIC ASSISTANCE SKILL | SCHOECH, ASHLEY TIFFANY | 3669 | §103 | Final Rejection | 17d overdue | Pending | Jul 16, 2024 |
| 18746185 | DYNAMIC IN-CORRELATION SIGNATURE GENERATION | MARIAM, DANIEL G | 2675 | §112 | Non-Final OA | — | Pending | Jun 18, 2024 |
| 18746213 | CUSTOMIZED PROTOTYPE BASED TRAINING FOR EMBEDDING CLASSIFICATIONS | PARK, EDWARD | 2675 | §102§103 | Non-Final OA | — | Pending | Jun 18, 2024 |
| 18739234 | SELECTIVE DOWNLOADING OF AERIAL IMAGE SIGNATURES FOR LOCALIZATION OF DRIVING | WANG, JINGLI | 3666 | §103 | Final Rejection | — | Pending | Jun 10, 2024 |
| 18739221 | CONTEXTUAL ATTRIBUTE-BASED PERCEPTION | MATTA, ALEXANDER GEORGE | 3668 | §103§112 | Final Rejection | — | Pending | Jun 10, 2024 |
| 18627440 | USING SENSED INFORMATION FROM DIFFERENT TYPES OF SENSORS | SMITH, JORDAN T | — | §103 | Non-Final OA | — | Pending | Apr 04, 2024 |
| 18624057 | TRACKING ROAD ELEMENTS IN AN ENVIRONMENT OF A VEHICLE | DANG, RACHEL YEN VI | 2661 | §112 | Final Rejection | — | Pending | Apr 01, 2024 |
| 18610222 | SELF-LEARNING OF RELEVANCY METRICS FOR PERCEPTION RELATED APPLICATIONS | HAN, BYUNGKWON | — | §101§102§103§112 | Non-Final OA | — | Pending | Mar 19, 2024 |
| 18606772 | ADAPTABLE IMAGE SIGNAL PROCESSING FOR A VEHICLE | SHARIFF, MICHAEL ADAM | 2672 | §103 | Non-Final OA | — | Pending | Mar 15, 2024 |
| 18595368 | OBJECT DETECTION AND CLASSIFICATION | KUDO, KEN | 2671 | §103 | Non-Final OA | 15d | Pending | Mar 04, 2024 |
| 18504834 | VISUALIZING NEURONS IN AN ARTIFICIAL INTELLIGENCE MODEL | KIM, JONATHAN J | — | §103 | Non-Final OA | — | Pending | Nov 08, 2023 |
| 18493274 | Tracking Objects in Image Frames | CHAN, CAROL WANG | 2672 | §112 | Final Rejection | 31d overdue | Pending | Oct 24, 2023 |
| 18466793 | Accuracy of Object Detection | HO, MATTHEW | 2857 | §103 | Non-Final OA | — | Pending | Sep 13, 2023 |
| 18459423 | LOCAL BASED DRIVING | PHAM, CLINT V | 3663 | §103 | Final Rejection | 3d overdue | Pending | Sep 01, 2023 |
| 18355370 | ACCURATE BOUNDING BOX LOCALIZATION FOR AUTOMATIC TAGGING SYSTEM USING PHYSICAL GROUND TRUTH | ORANGE, DAVID BENJAMIN | 2663 | §103 | Non-Final OA | 33d | Pending | Jul 19, 2023 |
| 18350702 | VIRTUAL FIELDS DRIVING RELATED OPERATIONS | ARTIMEZ, DANA FERREN | 3667 | §103§112 | Non-Final OA | 44d overdue | Pending | Jul 11, 2023 |
| 17808938 | Obtaining a vehicle environment map based on aerial imaging | STRYKER, NICHOLAS F | 3665 | §102§103 | Final Rejection | 12d | Pending | Jun 24, 2022 |
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