Prosecution Insights
Prosecution Insights
13 pending office actions • 1 client • 13 examiners • 11 art units • 0 of 13 (0%) have an AI response strategy ready • 39 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 13 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. 13 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 (8%) |
| §103 only | 11 (85%) |
| §102 only | 1 (8%) |
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 |
|---|---|---|---|
| MARTIN, ANGELA J | 1 | 67.4% | -32.2% |
| DHILLON, PUNEET S | 1 | 82.1% | +19.0% |
| ALAM, NAEEM TASLIM | 1 | 84.2% | +10.7% |
| REINERT, JONATHAN E | 1 | 88.4% | +6.7% |
| AKRAM, IMRAN | 1 | 64.3% | +43.1% |
| KELLY, CATHERINE A | 1 | 59.7% | +28.3% |
| SHABLACK, JOHNNIE A | 1 | 64.9% | +34.6% |
| ZAK, JACQUELINE ROSE | 1 | 52.9% | -4.5% |
| PETTIEGREW, TOYA R | 1 | 62.2% | +19.8% |
| GARCIA-GUERRA, DARLENE | 1 | 23.0% | +33.4% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18628574 | DYNAMIC PRESENTATION OF VEHICLE ACTION SUGGESTIONS USING MACHINE LEARNING-BASED IMAGE SEGMENTATION | DHILLON, PUNEET S | 26d overdue |
| 18628567 | DYNAMIC PRESENTATION OF VEHICLE ACTION PREDICTIONS USING MACHINE LEARNING | ALAM, NAEEM TASLIM | 27d |
| 18623957 | DRIVE THRU PILOT FEATURE | REINERT, JONATHAN E | 30d |
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 |
|---|---|---|---|
| 18109196 | PREDICTING FLEET UTILIZATION AND CAPACITY FOR DELIVERY DEMANDS | GARCIA-GUERRA, DARLENE | 111d 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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18109196 | PREDICTING FLEET UTILIZATION AND CAPACITY FOR DELIVERY DEMANDS | GARCIA-GUERRA, DARLENE | 111d overdue |
| 18628574 | DYNAMIC PRESENTATION OF VEHICLE ACTION SUGGESTIONS USING MACHINE LEARNING-BASED IMAGE SEGMENTATION | DHILLON, PUNEET S | 26d overdue |
| 18359808 | ROLLER BLIND SYSTEM | SHABLACK, JOHNNIE A | 25d overdue |
| 18511937 | TONNEAU COVER | KELLY, CATHERINE A | 22d overdue |
| 18525689 | MASKING FEATURES FOR BATTERY CELLS | AKRAM, IMRAN | 8d |
| 18628567 | DYNAMIC PRESENTATION OF VEHICLE ACTION PREDICTIONS USING MACHINE LEARNING | ALAM, NAEEM TASLIM | 27d |
| 18118645 | AUTOMATED CHARGING PORT CLOSURE ACTUATION | PETTIEGREW, TOYA R | 27d |
| Client (Assignee) | Pending OAs |
|---|---|
| RIVIAN IP HOLDINGS, LLC | 13 |
| Art Unit | Apps |
|---|---|
| 3668 | 2 |
| 1725 | 2 |
| 1727 | 1 |
| 2488 | 1 |
| 3619 | 1 |
| 3634 | 1 |
| 2666 | 1 |
| 3662 | 1 |
| 3625 | 1 |
| 3626 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18896741 | HYBRID ELECTROLYTE | Rivian Ip Holdings, LLC | MARTIN, ANGELA J | 1727 | §103 | Non-Final OA | 51d overdue | Pending | Sep 25, 2024 |
| 18628574 | DYNAMIC PRESENTATION OF VEHICLE ACTION SUGGESTIONS USING MACHINE LEARNING-BASED IMAGE SEGMENTATION | Rivian Ip Holdings, LLC | DHILLON, PUNEET S | 2488 | §103 | Final Rejection | 26d overdue | Pending | Apr 05, 2024 |
| 18628567 | DYNAMIC PRESENTATION OF VEHICLE ACTION PREDICTIONS USING MACHINE LEARNING | Rivian Ip Holdings, LLC | ALAM, NAEEM TASLIM | 3668 | §103 | Final Rejection | 27d | Pending | Apr 05, 2024 |
| 18623957 | DRIVE THRU PILOT FEATURE | Rivian Ip Holdings, LLC | REINERT, JONATHAN E | 3668 | §103 | Final Rejection | 30d | Pending | Apr 01, 2024 |
| 18525689 | MASKING FEATURES FOR BATTERY CELLS | Rivian Ip Holdings, LLC | AKRAM, IMRAN | 1725 | §102 | Final Rejection | 8d | Pending | Nov 30, 2023 |
| 18511937 | TONNEAU COVER | Rivian Ip Holdings, LLC | KELLY, CATHERINE A | 3619 | §103 | Non-Final OA | 22d overdue | Pending | Nov 16, 2023 |
| 18359808 | ROLLER BLIND SYSTEM | Rivian Ip Holdings, LLC | SHABLACK, JOHNNIE A | 3634 | §103 | Final Rejection | 25d overdue | Pending | Jul 26, 2023 |
| 18338267 | VEHICLE CAMERA SYSTEM | Rivian Ip Holdings, LLC | ZAK, JACQUELINE ROSE | 2666 | §103 | Final Rejection | 53d overdue | Pending | Jun 20, 2023 |
| 18118645 | AUTOMATED CHARGING PORT CLOSURE ACTUATION | Rivian Ip Holdings, LLC | PETTIEGREW, TOYA R | 3662 | §103 | Non-Final OA | 27d | Pending | Mar 07, 2023 |
| 18109196 | PREDICTING FLEET UTILIZATION AND CAPACITY FOR DELIVERY DEMANDS | Rivian Ip Holdings, LLC | GARCIA-GUERRA, DARLENE | 3625 | §101 | Non-Final OA | 111d overdue | Pending | Feb 13, 2023 |
| 18109192 | PREDICTING MAINTENANCE SERVICINGS FOR A FLEET OF VEHICLES | Rivian Ip Holdings, LLC | RUHL, DENNIS WILLIAM | 3626 | §103 | Final Rejection | 9d | Pending | Feb 13, 2023 |
| 18090071 | USING FUNCTIONAL GROUPS IN CONDUCTING AGENTS FOR MN-BASED CATHODE MATERIALS | Rivian Ip Holdings, LLC | ALBAN, FELICITY BERNARD | 1728 | §103 | Non-Final OA | 100d overdue | Pending | Dec 28, 2022 |
| 17890504 | PRE-LITHIATED ELECTRODES FOR LI-ION BATTERIES | Rivian Ip Holdings, LLC | DOVE, TRACY MAE | 1725 | §103 | Final Rejection | 71d overdue | Pending | Aug 18, 2022 |
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