Prosecution Insights
Prosecution Insights
11 pending office actions • 10 art units • 11 examiners • 0 of 11 (0%) have an AI response strategy ready • 21 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 + other | 3 (27%) |
| §103 only | 4 (36%) |
| §102 only | 1 (9%) |
| §112 only | 1 (9%) |
| Double-patenting only | 1 (9%) |
| No statute on record | 1 (9%) |
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 |
|---|---|---|---|
| NGUYEN, QUYNH H | 1 | 87.3% | +17.2% |
| APONTE, FRANCISCO JAVIER | 1 | 88.2% | +24.5% |
| SHIH, HAOSHIAN | 1 | 69.4% | +20.5% |
| YAMAMOTO, JOSEPH JEREMY | 1 | 70.6% | +32.4% |
| YU, ARIEL J | 1 | 40.3% | +27.5% |
| LIN, KATHERINE Y | 1 | 91.2% | +6.4% |
| WU, NICHOLAS S | 1 | 50.9% | +31.8% |
| MULLINAX, CLINT LEE | 1 | 46.9% | +36.8% |
| MORALES, PEDRO JESUS | 1 | 61.5% | +55.6% |
| BRACERO, ANDREW ANGEL | 1 | 90.0% | +33.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18311346 | COMPUTER NETWORK SYSTEM RECOVERY BASED ON NON-LINEAR DATA RECOVERY MODELS | LIN, KATHERINE Y | 16d overdue |
| 18962821 | DATA REUSE COMPUTING ARCHITECTURE | NGUYEN, QUYNH H | — |
| 17940159 | MAPPING ACTIVATION FUNCTIONS TO DATA FOR DEEP LEARNING | BRACERO, ANDREW ANGEL | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17884165 | RECURRENT NEURAL NETWORKS WITH GAUSSIAN MIXTURE BASED NORMALIZATION | JABLON, ASHER H. | 16d overdue |
| 18344541 | SYSTEM AND METHOD FOR BREAK RESOLUTION AUTOMATION | YU, ARIEL J | 14d |
| 18096243 | SEGMENTED MACHINE LEARNING-BASED MODELING WITH PERIOD-OVER-PERIOD ANALYSIS | MULLINAX, CLINT LEE | — |
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 |
|---|---|---|---|
| 17978537 | SYSTEMS AND METHODS FOR FORECASTING UTILIZING LAGGED AND CORRELATED DATA SETS | MORALES, PEDRO JESUS | 45d overdue |
| 18649444 | USER INTERFACE LEVELING FOR RENDERING NON-LINEAR DATA BASED ON A COLUMNAR FORMAT | SHIH, HAOSHIAN | 17d overdue |
| 18344541 | SYSTEM AND METHOD FOR BREAK RESOLUTION AUTOMATION | YU, ARIEL J | 14d |
| 18962821 | DATA REUSE COMPUTING ARCHITECTURE | NGUYEN, QUYNH H | — |
| 18790613 | SYSTEM AND METHOD FOR TRANSLATING A FIRST CODING LANGUAGE INTO A SECOND CODING LANGUAGE | APONTE, FRANCISCO JAVIER | — |
| 18418969 | LARGE LANGUAGE MODEL AND NEURAL NETWORKS FOR CATEGORICAL CLASSIFICATION OF NATURAL LANGUAGE TEXT | YAMAMOTO, JOSEPH JEREMY | — |
| 18166696 | DIRECTIONAL DRIVERS OF DEEP LEARNING MODELS BASED ON MODEL GRADIENTS | WU, NICHOLAS S | — |
| 18096243 | SEGMENTED MACHINE LEARNING-BASED MODELING WITH PERIOD-OVER-PERIOD ANALYSIS | MULLINAX, CLINT LEE | — |
| Art Unit | Apps |
|---|---|
| 2658 | 1 |
| 2179 | 1 |
| 2656 | 1 |
| 3627 | 1 |
| 2113 | 1 |
| 2148 | 1 |
| 2123 | 1 |
| 2124 | 1 |
| 2126 | 1 |
| 2127 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18962821 | DATA REUSE COMPUTING ARCHITECTURE | NGUYEN, QUYNH H | 2658 | DP | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18790613 | SYSTEM AND METHOD FOR TRANSLATING A FIRST CODING LANGUAGE INTO A SECOND CODING LANGUAGE | APONTE, FRANCISCO JAVIER | — | — | Non-Final OA | — | Pending | Jul 31, 2024 |
| 18649444 | USER INTERFACE LEVELING FOR RENDERING NON-LINEAR DATA BASED ON A COLUMNAR FORMAT | SHIH, HAOSHIAN | 2179 | §112 | Non-Final OA | 17d overdue | Pending | Apr 29, 2024 |
| 18418969 | LARGE LANGUAGE MODEL AND NEURAL NETWORKS FOR CATEGORICAL CLASSIFICATION OF NATURAL LANGUAGE TEXT | YAMAMOTO, JOSEPH JEREMY | 2656 | §103 | Final Rejection | — | Pending | Jan 22, 2024 |
| 18344541 | SYSTEM AND METHOD FOR BREAK RESOLUTION AUTOMATION | YU, ARIEL J | 3627 | §101§103§112 | Final Rejection | 14d | Pending | Jun 29, 2023 |
| 18311346 | COMPUTER NETWORK SYSTEM RECOVERY BASED ON NON-LINEAR DATA RECOVERY MODELS | LIN, KATHERINE Y | 2113 | §102 | Final Rejection | 16d overdue | Pending | May 03, 2023 |
| 18166696 | DIRECTIONAL DRIVERS OF DEEP LEARNING MODELS BASED ON MODEL GRADIENTS | WU, NICHOLAS S | 2148 | §103 | Final Rejection | — | Pending | Feb 09, 2023 |
| 18096243 | SEGMENTED MACHINE LEARNING-BASED MODELING WITH PERIOD-OVER-PERIOD ANALYSIS | MULLINAX, CLINT LEE | 2123 | §101§103 | Non-Final OA | — | Pending | Jan 12, 2023 |
| 17978537 | SYSTEMS AND METHODS FOR FORECASTING UTILIZING LAGGED AND CORRELATED DATA SETS | MORALES, PEDRO JESUS | 2124 | §103 | Non-Final OA | 45d overdue | Pending | Nov 01, 2022 |
| 17940159 | MAPPING ACTIVATION FUNCTIONS TO DATA FOR DEEP LEARNING | BRACERO, ANDREW ANGEL | 2126 | §103 | Non-Final OA | — | Pending | Sep 08, 2022 |
| 17884165 | RECURRENT NEURAL NETWORKS WITH GAUSSIAN MIXTURE BASED NORMALIZATION | JABLON, ASHER H. | 2127 | §101§103§112 | Final Rejection | 16d overdue | Pending | Aug 09, 2022 |
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