Prosecution Insights
Prosecution Insights
1 pending office actions • 1 art units • 1 examiners • 0 of 1 (0%) have an AI response strategy ready
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 | 1 (100%) |
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 |
|---|---|---|---|
| LEY, SALLY THI | 1 | 21.4% | +23.1% |
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 |
|---|---|---|---|
| 18273255 | METHOD OF AND SYSTEM FOR PROVIDING AN AGGREGATED MACHINE LEARNING MODEL IN A FEDERATED LEARNING ENVIRONMENT AND DETERMINING RELATIVE CONTRIBUTION OF LOCAL DATASETS THERETO | LEY, SALLY THI | — |
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 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18273255 | METHOD OF AND SYSTEM FOR PROVIDING AN AGGREGATED MACHINE LEARNING MODEL IN A FEDERATED LEARNING ENVIRONMENT AND DETERMINING RELATIVE CONTRIBUTION OF LOCAL DATASETS THERETO | LEY, SALLY THI | — |
| Art Unit | Apps |
|---|---|
| 2147 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18273255 | METHOD OF AND SYSTEM FOR PROVIDING AN AGGREGATED MACHINE LEARNING MODEL IN A FEDERATED LEARNING ENVIRONMENT AND DETERMINING RELATIVE CONTRIBUTION OF LOCAL DATASETS THERETO | LEY, SALLY THI | 2147 | §103 | Non-Final OA | — | Pending | Jul 19, 2023 |
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