Prosecution Insights
Prosecution Insights
5 pending office actions • 5 art units • 5 examiners • 0 of 5 (0%) have an AI response strategy ready • 15 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 (20%) |
| §103 only | 4 (80%) |
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 |
|---|---|---|---|
| SHIFERAW, ELENI A | 1 | 37.6% | +35.3% |
| RONI, SYED A | 1 | 82.0% | +22.2% |
| CARVALHO, ERROL A | 1 | 15.3% | +18.5% |
| WU, NICHOLAS S | 1 | 51.2% | +39.5% |
| ALMEIDA, DEVIN E | 1 | 71.3% | +11.0% |
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 |
|---|---|---|---|
| 18305940 | MALICIOUS PATTERN MATCHING USING GRAPH NEURAL NETWORKS | RONI, SYED A | 33d |
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 |
|---|---|---|---|
| 17399884 | APPLICATION USER JOURNEY MANAGEMENT | CARVALHO, ERROL A | 72d 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 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18306861 | MALWARE ANALYSIS USING GROUP TESTING | SHIFERAW, ELENI A | 300d overdue |
| 17399884 | APPLICATION USER JOURNEY MANAGEMENT | CARVALHO, ERROL A | 72d overdue |
| 17159909 | AUTOMATED MALWARE CLASSIFICATION WITH HUMAN-READABLE EXPLANATIONS | ALMEIDA, DEVIN E | 9d |
| 17231802 | NETWORK DEVICE TYPE CLASSIFICATION | WU, NICHOLAS S | 22d |
| 18305940 | MALICIOUS PATTERN MATCHING USING GRAPH NEURAL NETWORKS | RONI, SYED A | 33d |
| Art Unit | Apps |
|---|---|
| 2497 | 1 |
| 2432 | 1 |
| 3622 | 1 |
| 2148 | 1 |
| 2492 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18306861 | MALWARE ANALYSIS USING GROUP TESTING | SHIFERAW, ELENI A | 2497 | §103 | Final Rejection | 300d overdue | Pending | Apr 25, 2023 |
| 18305940 | MALICIOUS PATTERN MATCHING USING GRAPH NEURAL NETWORKS | RONI, SYED A | 2432 | §103 | Final Rejection | 33d | Pending | Apr 24, 2023 |
| 17399884 | APPLICATION USER JOURNEY MANAGEMENT | CARVALHO, ERROL A | 3622 | §101 | Non-Final OA | 72d overdue | Pending | Aug 11, 2021 |
| 17231802 | NETWORK DEVICE TYPE CLASSIFICATION | WU, NICHOLAS S | 2148 | §103 | Final Rejection | 22d | Pending | Apr 15, 2021 |
| 17159909 | AUTOMATED MALWARE CLASSIFICATION WITH HUMAN-READABLE EXPLANATIONS | ALMEIDA, DEVIN E | 2492 | §103 | Non-Final OA | 9d | Pending | Jan 27, 2021 |
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