Prosecution Insights
Prosecution Insights
13 pending office actions • 6 art units • 13 examiners • 0 of 13 (0%) have an AI response strategy ready • 29 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 3 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. 3 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 + other | 2 (15%) |
| §103 only | 7 (54%) |
| §112 only | 1 (8%) |
| Double-patenting only | 1 (8%) |
| Multi-statute (no §101) | 2 (15%) |
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 |
|---|---|---|---|
| PEREZ-ARROYO, RAQUEL | 1 | 58.2% | +32.2% |
| HASAN, SYED HAROON | 1 | 81.5% | +15.6% |
| SCHMIEDER, NICOLE A K | 1 | 67.8% | +33.6% |
| CHEN, XUEMEI G | 1 | 77.0% | +25.4% |
| ZENATI, AMAL S | 1 | 79.6% | +14.8% |
| BLAIR, KILE O | 1 | 63.4% | +8.0% |
| TAYLOR, JOSHUA D | 1 | 59.1% | +31.4% |
| MARIAM, DANIEL G | 1 | 90.5% | +10.4% |
| GANMAVO, KUASSI A | 1 | 70.2% | +20.4% |
| DOSHI, AKSHAY | 1 | 63.7% | +40.4% |
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 |
|---|---|---|---|
| 19275048 | METHODS AND APPARATUS TO IDENTIFY MEDIA | HASAN, SYED HAROON | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17779538 | METHODS AND APPARATUS TO GENERATE RECOMMENDATIONS BASED ON ATTRIBUTE VECTORS | HU, XIAOQIN | 39d |
| 19029737 | Methods and apparatus to fingerprint an audio signal via exponential normalization | SCHMIEDER, NICOLE A K | — |
| 18960863 | Audio Playout Report for Ride-Sharing Session | BLAIR, KILE O | — |
| 18911726 | Transition Detector Neural Network | MARIAM, DANIEL G | — |
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 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18776970 | METHODS AND APPARATUS FOR AUDIO EQUALIZATION | GANMAVO, KUASSI A | 41d |
| 19358007 | METHODS AND APPARATUS TO IDENTIFY MEDIA BASED ON HISTORICAL DATA | PEREZ-ARROYO, RAQUEL | — |
| 19275048 | METHODS AND APPARATUS TO IDENTIFY MEDIA | HASAN, SYED HAROON | — |
| 19029737 | Methods and apparatus to fingerprint an audio signal via exponential normalization | SCHMIEDER, NICOLE A K | — |
| 18999638 | KEYFRAME EXTRACTOR | CHEN, XUEMEI G | — |
| 18976016 | MACHINE-LED MOOD CHANGE | ZENATI, AMAL S | — |
| 18947867 | Predictive Measurement of End-User Consumption of Scheduled Multimedia Transmissions | TAYLOR, JOSHUA D | — |
| 18911726 | Transition Detector Neural Network | MARIAM, DANIEL G | — |
| Art Unit | Apps |
|---|---|
| 2169 | 1 |
| 2692 | 1 |
| 2422 | 1 |
| 2178 | 1 |
| 2421 | 1 |
| 2168 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19358007 | METHODS AND APPARATUS TO IDENTIFY MEDIA BASED ON HISTORICAL DATA | PEREZ-ARROYO, RAQUEL | 2169 | §103 | Non-Final OA | — | Pending | Oct 14, 2025 |
| 19275048 | METHODS AND APPARATUS TO IDENTIFY MEDIA | HASAN, SYED HAROON | — | §103 | Non-Final OA | — | Pending | Jul 21, 2025 |
| 19029737 | Methods and apparatus to fingerprint an audio signal via exponential normalization | SCHMIEDER, NICOLE A K | — | §101§103Other | Non-Final OA | — | Pending | Jan 17, 2025 |
| 18999638 | KEYFRAME EXTRACTOR | CHEN, XUEMEI G | — | §112 | Non-Final OA | — | Pending | Dec 23, 2024 |
| 18976016 | MACHINE-LED MOOD CHANGE | ZENATI, AMAL S | — | §103Other | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18960863 | Audio Playout Report for Ride-Sharing Session | BLAIR, KILE O | — | §102§103Other | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18947867 | Predictive Measurement of End-User Consumption of Scheduled Multimedia Transmissions | TAYLOR, JOSHUA D | — | DP | Non-Final OA | — | Pending | Nov 14, 2024 |
| 18911726 | Transition Detector Neural Network | MARIAM, DANIEL G | — | §102§103Other | Non-Final OA | — | Pending | Oct 10, 2024 |
| 18776970 | METHODS AND APPARATUS FOR AUDIO EQUALIZATION | GANMAVO, KUASSI A | 2692 | §103Other | Final Rejection | 41d | Pending | Jul 18, 2024 |
| 18666393 | INTERACTIVE PROGRAMMING GUIDE | DOSHI, AKSHAY | 2422 | §103 | Non-Final OA | — | Pending | May 16, 2024 |
| 18503110 | INSERTING INFORMATION INTO PLAYING CONTENT | NAZAR, AHAMED I | 2178 | §103Other | Final Rejection | — | Pending | Nov 06, 2023 |
| 18548610 | Separating Media Content Into Program Segments and Advertisement Segments | CASTRO, ALFONSO | 2421 | §103Other | Final Rejection | 41d | Pending | Sep 01, 2023 |
| 17779538 | METHODS AND APPARATUS TO GENERATE RECOMMENDATIONS BASED ON ATTRIBUTE VECTORS | HU, XIAOQIN | 2168 | §101§112 | Non-Final OA | 39d | Pending | May 24, 2022 |
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