Prosecution Insights
Prosecution Insights
7 pending office actions • 7 art units • 7 examiners • 6 of 7 (86%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 | 5 (71%) |
| §102 only | 2 (29%) |
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 |
|---|---|---|---|
| WHITESELL, AUDREY EMMA | 1 | 80.0% | -2.7% |
| SONG, HOSUK | 1 | 94.8% | +2.7% |
| RASHID, HARUNUR | 1 | 76.2% | +37.0% |
| OGUNBIYI, OLUWADAMILOL M | 1 | 77.3% | +17.6% |
| AGUSTIN, PETER VINCENT | 1 | 83.9% | +12.6% |
| LIPMAN, JACOB | 1 | 83.4% | +13.6% |
| BIRKHIMER, CHRISTOPHER D | 1 | 74.4% | +7.3% |
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 |
|---|---|---|---|
| 18945354 | FUSING HARDWARE AND SOFTWARE EXECUTION FOR BEHAVIOR ANALYSIS AND MONITORING | WHITESELL, AUDREY EMMA | 124d overdue |
| 18601308 | PROVING WHETHER SOFTWARE FUNCTIONALITY HAS CHANGED FOLLOWING A SOFTWARE CHANGE | LIPMAN, JACOB | 98d overdue |
| 18816087 | VALIDATING DYNAMIC CONTROL FLOW INTEGRITY MODELS | SONG, HOSUK | 79d overdue |
| 18749483 | TOKENIZING PROGRAMMING CODE WITH CANONICAL REPRESENTATIONS | AGUSTIN, PETER VINCENT | 58d 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 |
|---|---|---|---|
| 18601308 | PROVING WHETHER SOFTWARE FUNCTIONALITY HAS CHANGED FOLLOWING A SOFTWARE CHANGE | LIPMAN, JACOB | 98d overdue |
| 18749448 | TOKENIZING DATA AND TRAINING LARGE CODE LANGUAGE MODELS | OGUNBIYI, OLUWADAMILOL M | 66d overdue |
| 18749483 | TOKENIZING PROGRAMMING CODE WITH CANONICAL REPRESENTATIONS | AGUSTIN, PETER VINCENT | 58d overdue |
| 18765734 | ANALYZING SOFTWARE BUILD CHANGES BASED ON SOFTWARE VULNERABILITIES | RASHID, HARUNUR | 10d overdue |
| Art Unit | Apps |
|---|---|
| 2113 | 1 |
| 2435 | 1 |
| 2497 | 1 |
| 2653 | 1 |
| 2688 | 1 |
| 2434 | 1 |
| 2138 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18945354 | FUSING HARDWARE AND SOFTWARE EXECUTION FOR BEHAVIOR ANALYSIS AND MONITORING | WHITESELL, AUDREY EMMA | 2113 | §103 | Non-Final OA | 124d overdue | AI Ready | Nov 12, 2024 |
| 18816087 | VALIDATING DYNAMIC CONTROL FLOW INTEGRITY MODELS | SONG, HOSUK | 2435 | §102 | Non-Final OA | 79d overdue | AI Ready | Aug 27, 2024 |
| 18765734 | ANALYZING SOFTWARE BUILD CHANGES BASED ON SOFTWARE VULNERABILITIES | RASHID, HARUNUR | 2497 | §103 | Non-Final OA | 10d overdue | AI Ready | Jul 08, 2024 |
| 18749448 | TOKENIZING DATA AND TRAINING LARGE CODE LANGUAGE MODELS | OGUNBIYI, OLUWADAMILOL M | 2653 | §103 | Non-Final OA | 66d overdue | Pending | Jun 20, 2024 |
| 18749483 | TOKENIZING PROGRAMMING CODE WITH CANONICAL REPRESENTATIONS | AGUSTIN, PETER VINCENT | 2688 | §102 | Non-Final OA | 58d overdue | AI Ready | Jun 20, 2024 |
| 18601308 | PROVING WHETHER SOFTWARE FUNCTIONALITY HAS CHANGED FOLLOWING A SOFTWARE CHANGE | LIPMAN, JACOB | 2434 | §103 | Non-Final OA | 98d overdue | AI Ready | Mar 11, 2024 |
| 18588475 | IMPROVING SOFTWARE COMPRESSION EFFICIENCY FOR MEMORY-RESTRICTED DEVICES USING A SCRATCH BUFFER | BIRKHIMER, CHRISTOPHER D | 2138 | §103 | Non-Final OA | 9d overdue | AI Ready | Feb 27, 2024 |
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