Prosecution Insights
Prosecution Insights
8 pending office actions • 5 art units • 8 examiners • 0 of 8 (0%) have an AI response strategy ready • 13 patents granted in the last 365 days
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 (12%) |
| §101 + other | 3 (38%) |
| §103 only | 3 (38%) |
| Multi-statute (no §101) | 1 (12%) |
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 |
|---|---|---|---|
| REFAI, SAM M | 1 | 34.8% | +7.5% |
| GOLDSCHMIDT, CRAIG S | 1 | 73.8% | +31.5% |
| OLAEGBE, MUDASIRU K | 1 | 74.4% | +16.4% |
| BUNKER, WILLIAM B | 1 | 79.8% | +94.8% |
| HONORE, EVEL NMN | 1 | 48.0% | +24.6% |
| SHAH, ANTIM G | 1 | 74.3% | +39.0% |
| SHALU, ZELALEM W | 1 | 31.0% | +20.0% |
| KIM, PATRICK | 1 | 25.9% | +33.0% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19268819 | SYSTEM AND METHOD FOR CONDUCTING SEMI-OPAQUE SALES WITH ITEM BUNDLES | REFAI, SAM M | — |
| 19201716 | UNIVERSAL STORAGE HANDLER | GOLDSCHMIDT, CRAIG S | — |
| 18527768 | MULTI-MODEL TIMESERIES FORECASTING OF SET-LEVEL VARIABLES | HONORE, EVEL NMN | — |
| 18493510 | Multi-Model Machine Learning Architecture for Media Mix Modeling | SHALU, ZELALEM W | — |
| 18221730 | GENERATION AND APPLICATION OF EMBEDDINGS FOR LODGING ITEMS | KIM, PATRICK | — |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19201716 | UNIVERSAL STORAGE HANDLER | GOLDSCHMIDT, CRAIG S | — |
| 18917327 | DOMAIN-SPECIFIC PERSONA GENERATION SYSTEMS AND METHODS | OLAEGBE, MUDASIRU K | — |
| 18658526 | SYSTEMS AND METHODS FOR MITIGATING TRAVEL-RELATED TRANSACTION FRAUD RISK USING MACHINE LEARNING MODEL. | BUNKER, WILLIAM B | — |
| 18527768 | MULTI-MODEL TIMESERIES FORECASTING OF SET-LEVEL VARIABLES | HONORE, EVEL NMN | — |
| 18497304 | NATURAL LANGUAGE TO APPLICATION PROGRAMMING INTERFACE TRANSLATION | SHAH, ANTIM G | — |
| 18493510 | Multi-Model Machine Learning Architecture for Media Mix Modeling | SHALU, ZELALEM W | — |
| 18221730 | GENERATION AND APPLICATION OF EMBEDDINGS FOR LODGING ITEMS | KIM, PATRICK | — |
| Art Unit | Apps |
|---|---|
| 2495 | 1 |
| 3691 | 1 |
| 2693 | 1 |
| 4100 | 1 |
| 3628 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19268819 | SYSTEM AND METHOD FOR CONDUCTING SEMI-OPAQUE SALES WITH ITEM BUNDLES | REFAI, SAM M | — | §101§103§112 | Non-Final OA | — | Pending | Jul 14, 2025 |
| 19201716 | UNIVERSAL STORAGE HANDLER | GOLDSCHMIDT, CRAIG S | — | §103§112Other | Non-Final OA | — | Pending | May 07, 2025 |
| 18917327 | DOMAIN-SPECIFIC PERSONA GENERATION SYSTEMS AND METHODS | OLAEGBE, MUDASIRU K | 2495 | §103 | Final Rejection | — | Pending | Oct 16, 2024 |
| 18658526 | SYSTEMS AND METHODS FOR MITIGATING TRAVEL-RELATED TRANSACTION FRAUD RISK USING MACHINE LEARNING MODEL. | BUNKER, WILLIAM B | 3691 | §103 | Non-Final OA | — | Pending | May 08, 2024 |
| 18527768 | MULTI-MODEL TIMESERIES FORECASTING OF SET-LEVEL VARIABLES | HONORE, EVEL NMN | — | §101§102§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18497304 | NATURAL LANGUAGE TO APPLICATION PROGRAMMING INTERFACE TRANSLATION | SHAH, ANTIM G | 2693 | §103 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18493510 | Multi-Model Machine Learning Architecture for Media Mix Modeling | SHALU, ZELALEM W | 4100 | §101§103 | Non-Final OA | — | Pending | Oct 24, 2023 |
| 18221730 | GENERATION AND APPLICATION OF EMBEDDINGS FOR LODGING ITEMS | KIM, PATRICK | 3628 | §101 | Non-Final OA | — | Pending | Jul 13, 2023 |
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