Prosecution Insights
Prosecution Insights
4 pending office actions • 4 art units • 4 examiners • 0 of 4 (0%) have an AI response strategy ready • 5 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 4 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. 4 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 |
|---|---|
| §103 only | 3 (75%) |
| No statute on record | 1 (25%) |
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 |
|---|---|---|---|
| GAVRILENKO, VLADIMIR I | 1 | 71.0% | +27.9% |
| ROBERTS, SHAUN A | 1 | 75.9% | +10.5% |
| HILAIRE, CLIFFORD | 1 | 71.4% | +15.9% |
| MILLER, ALEXANDRIA JOSEPHINE | 1 | 18.5% | +71.4% |
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 |
|---|---|---|---|
| 17834817 | GENERATING DATASETS FOR SCENARIO-BASED TRAINING AND TESTING OF MACHINE LEARNING SYSTEMS | MILLER, ALEXANDRIA JOSEPHINE | 19d 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 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18137902 | INTEGRATING SCHEDULED FUTURE EVENTS INTO TRAINING OF TIME SERIES FORECASTING MODEL | HILAIRE, CLIFFORD | 78d overdue |
| 18670369 | Prompt Generation | ROBERTS, SHAUN A | 50d overdue |
| 17834817 | GENERATING DATASETS FOR SCENARIO-BASED TRAINING AND TESTING OF MACHINE LEARNING SYSTEMS | MILLER, ALEXANDRIA JOSEPHINE | 19d overdue |
| 18891963 | Apparatus and Methods for Verifying a File Origin | GAVRILENKO, VLADIMIR I | 18d overdue |
| Art Unit | Apps |
|---|---|
| 2431 | 1 |
| 2655 | 1 |
| 2488 | 1 |
| 2142 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18891963 | Apparatus and Methods for Verifying a File Origin | GAVRILENKO, VLADIMIR I | 2431 | Other | Non-Final OA | 18d overdue | Pending | Sep 20, 2024 |
| 18670369 | Prompt Generation | ROBERTS, SHAUN A | 2655 | §103 | Non-Final OA | 50d overdue | Pending | May 21, 2024 |
| 18137902 | INTEGRATING SCHEDULED FUTURE EVENTS INTO TRAINING OF TIME SERIES FORECASTING MODEL | HILAIRE, CLIFFORD | 2488 | §103 | Non-Final OA | 78d overdue | Pending | Apr 21, 2023 |
| 17834817 | GENERATING DATASETS FOR SCENARIO-BASED TRAINING AND TESTING OF MACHINE LEARNING SYSTEMS | MILLER, ALEXANDRIA JOSEPHINE | 2142 | §103 | Final Rejection | 19d overdue | Pending | Jun 07, 2022 |
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