Prosecution Insights
Prosecution Insights
7 pending office actions • 6 art units • 7 examiners • 0 of 7 (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. 5 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. 5 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 (14%) |
| §101 + other | 4 (57%) |
| §112 only | 1 (14%) |
| Multi-statute (no §101) | 1 (14%) |
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 |
|---|---|---|---|
| VINCENT, DAVID ROBERT | 1 | 80.5% | +4.4% |
| DO, CHAT C | 1 | 42.9% | +8.9% |
| LE, JOHN H | 1 | 87.9% | +7.0% |
| NGUYEN, MAIKHANH | 1 | 87.2% | +28.6% |
| LU, HWEI-MIN | 1 | 62.7% | +39.6% |
| BREEN, JAKE TIMOTHY | 1 | 64.7% | +66.7% |
| ALSHAHARI, SADIK AHMED | 1 | 37.8% | +41.3% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18506380 | CUSTOMIZABLE AUTOMATED MACHINE LEARNING SYSTEMS AND METHODS | DO, CHAT C | 13d |
| 18506415 | SYSTEMS AND METHODS FOR VISUALIZING MACHINE INTELLIGENCE | LE, JOHN H | 13d |
| 18223761 | AUTOMATIC SMOOTHING AND RE-BINNING FOR MACHINE LEARNING MODEL OUTPUT | NGUYEN, MAIKHANH | 19d |
| 17942458 | SYSTEMS AND METHODS OF GENERATING AND VALIDATING TIME-SERIES FEATURES USING MACHINE LEARNING | BREEN, JAKE TIMOTHY | 21d |
| 18607346 | SYSTEMS AND METHODS FOR GENERATING DESCRIPTIONS OF DATA SETS AND/OR MODELS | VINCENT, DAVID ROBERT | — |
| 17693127 | SYSTEMS AND METHODS FOR TIME SERIES MODELING | ALSHAHARI, SADIK AHMED | — |
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 |
|---|---|---|---|
| 18204108 | MACHINE LEARNING MODEL SEARCH USING META DATA | LU, HWEI-MIN | 10d overdue |
| 18223761 | AUTOMATIC SMOOTHING AND RE-BINNING FOR MACHINE LEARNING MODEL OUTPUT | NGUYEN, MAIKHANH | 19d |
| 17942458 | SYSTEMS AND METHODS OF GENERATING AND VALIDATING TIME-SERIES FEATURES USING MACHINE LEARNING | BREEN, JAKE TIMOTHY | 21d |
| 17693127 | SYSTEMS AND METHODS FOR TIME SERIES MODELING | ALSHAHARI, SADIK AHMED | — |
| Art Unit | Apps |
|---|---|
| 2193 | 1 |
| 2857 | 1 |
| 2144 | 1 |
| 2142 | 1 |
| 2143 | 1 |
| 2121 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18607346 | SYSTEMS AND METHODS FOR GENERATING DESCRIPTIONS OF DATA SETS AND/OR MODELS | VINCENT, DAVID ROBERT | — | §101 | Non-Final OA | — | Pending | Mar 15, 2024 |
| 18506380 | CUSTOMIZABLE AUTOMATED MACHINE LEARNING SYSTEMS AND METHODS | DO, CHAT C | 2193 | §103§112 | Non-Final OA | 13d | Pending | Nov 10, 2023 |
| 18506415 | SYSTEMS AND METHODS FOR VISUALIZING MACHINE INTELLIGENCE | LE, JOHN H | 2857 | §101§103 | Non-Final OA | 13d | Pending | Nov 10, 2023 |
| 18223761 | AUTOMATIC SMOOTHING AND RE-BINNING FOR MACHINE LEARNING MODEL OUTPUT | NGUYEN, MAIKHANH | 2144 | §101§103 | Non-Final OA | 19d | Pending | Jul 19, 2023 |
| 18204108 | MACHINE LEARNING MODEL SEARCH USING META DATA | LU, HWEI-MIN | 2142 | §112 | Non-Final OA | 10d overdue | Pending | May 31, 2023 |
| 17942458 | SYSTEMS AND METHODS OF GENERATING AND VALIDATING TIME-SERIES FEATURES USING MACHINE LEARNING | BREEN, JAKE TIMOTHY | 2143 | §101§103 | Final Rejection | 21d | Pending | Sep 12, 2022 |
| 17693127 | SYSTEMS AND METHODS FOR TIME SERIES MODELING | ALSHAHARI, SADIK AHMED | 2121 | §101§102§103 | Non-Final OA | — | Pending | Mar 11, 2022 |
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