Prosecution Insights
Prosecution Insights
5 pending office actions • 5 art units • 5 examiners • 0 of 5 (0%) have an AI response strategy ready • 14 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 |
|---|---|
| §103 only | 4 (80%) |
| No statute on record | 1 (20%) |
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 |
|---|---|---|---|
| HOANG, KEN | 1 | 72.3% | +31.6% |
| GAY, SONIA L | 1 | 82.2% | +11.4% |
| SHELDEN, BION A | 1 | 21.8% | +19.3% |
| MCLEAN, IAN SCOTT | 1 | 44.7% | +31.4% |
| BYRD, UCHE SOWANDE | 1 | 23.1% | +27.6% |
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 |
|---|---|---|---|
| 18662960 | SYSTEMS AND METHODS FOR TRAINING LANGUAGE MODELS TO PERFORM ACTION CHAINS | GAY, SONIA L | 56d overdue |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17246680 | PREDICTING MODELING AND ANALYTICS INTEGRATION PLATFORM | BYRD, UCHE SOWANDE | 35d overdue |
| 17735116 | SYSTEM AND METHOD USING ATTENTION LAYERS TO ENHANCE REAL TIME BIDDING ENGINE | SHELDEN, BION A | 70d |
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 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18662960 | SYSTEMS AND METHODS FOR TRAINING LANGUAGE MODELS TO PERFORM ACTION CHAINS | GAY, SONIA L | 56d overdue |
| 17246680 | PREDICTING MODELING AND ANALYTICS INTEGRATION PLATFORM | BYRD, UCHE SOWANDE | 35d overdue |
| 17724066 | ALGORITHMIC TOPIC CLUSTERING OF DATA FOR REAL-TIME PREDICTION AND LOOK-ALIKE MODELING | MCLEAN, IAN SCOTT | 9d overdue |
| 19078251 | DYNAMICALLY CONSTRUCTING A GRAPH REPRESENTATION OF MULTIPLE IDENTITY SPACES | HOANG, KEN | 41d |
| 17735116 | SYSTEM AND METHOD USING ATTENTION LAYERS TO ENHANCE REAL TIME BIDDING ENGINE | SHELDEN, BION A | 70d |
| Art Unit | Apps |
|---|---|
| 2168 | 1 |
| 2657 | 1 |
| 3685 | 1 |
| 2654 | 1 |
| 3624 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19078251 | DYNAMICALLY CONSTRUCTING A GRAPH REPRESENTATION OF MULTIPLE IDENTITY SPACES | HOANG, KEN | 2168 | §103 | Non-Final OA | 41d | Pending | Mar 12, 2025 |
| 18662960 | SYSTEMS AND METHODS FOR TRAINING LANGUAGE MODELS TO PERFORM ACTION CHAINS | GAY, SONIA L | 2657 | §103 | Non-Final OA | 56d overdue | Pending | May 13, 2024 |
| 17735116 | SYSTEM AND METHOD USING ATTENTION LAYERS TO ENHANCE REAL TIME BIDDING ENGINE | SHELDEN, BION A | 3685 | §103 | Non-Final OA | 70d | Pending | May 03, 2022 |
| 17724066 | ALGORITHMIC TOPIC CLUSTERING OF DATA FOR REAL-TIME PREDICTION AND LOOK-ALIKE MODELING | MCLEAN, IAN SCOTT | 2654 | §103 | Non-Final OA | 9d overdue | Pending | Apr 19, 2022 |
| 17246680 | PREDICTING MODELING AND ANALYTICS INTEGRATION PLATFORM | BYRD, UCHE SOWANDE | 3624 | — | Final Rejection | 35d overdue | Pending | May 02, 2021 |
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