Prosecution Insights
Prosecution Insights
7 pending office actions • 4 art units • 7 examiners • 0 of 7 (0%) have an AI response strategy ready • 3 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 + other | 4 (57%) |
| §103 only | 2 (29%) |
| §112 only | 1 (14%) |
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 |
|---|---|---|---|
| PAULS, JOHN A | 1 | 49.1% | +27.0% |
| SENFI, BEHROOZ M | 1 | 82.8% | +9.8% |
| CORRIELUS, JEAN M | 1 | 84.1% | +12.7% |
| BEVERIDGE, CONNOR HAMMOND | 1 | 0.0% | +0.0% |
| KRIANGCHAIVECH, KETTIP | 1 | 19.2% | +29.4% |
| SALMON, KATHERINE D | 1 | 42.6% | +38.0% |
| BAKER, IRENE H | 1 | 53.0% | +26.7% |
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 |
|---|---|---|---|
| 18918401 | TECHNIQUES FOR TERTIARY LYMPHOID STRUCTURE (TLS) DETECTION | SENFI, BEHROOZ M | — |
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 |
|---|---|---|---|
| 19224303 | MACHINE LEARNING MODEL TRAINED USING ARTIFICIAL CELL-FREE RNA (CFRNA) EXPRESSION DATA | PAULS, JOHN A | — |
| 18039954 | HIERARCHICAL MACHINE LEARNING TECHNIQUES FOR IDENTIFYING MOLECULAR CATEGORIES FROM EXPRESSION DATA | CORRIELUS, JEAN M | — |
| 18082157 | SYSTEMS AND METHODS FOR DECONVOLUTION OF EXPRESSION DATA | BEVERIDGE, CONNOR HAMMOND | — |
| 17699018 | SYSTEMS AND METHODS FOR GENERATING, VISUALIZING AND CLASSIFYING MOLECULAR FUNCTIONAL PROFILES | KRIANGCHAIVECH, KETTIP | — |
| 17565659 | SYSTEMS AND METHODS FOR SAMPLE PREPARATION, SAMPLE SEQUENCING, AND SEQUENCING DATA BIAS CORRECTION AND QUALITY CONTROL | BAKER, IRENE H | — |
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 |
|---|---|---|---|
| 19224303 | MACHINE LEARNING MODEL TRAINED USING ARTIFICIAL CELL-FREE RNA (CFRNA) EXPRESSION DATA | PAULS, JOHN A | — |
| 18039954 | HIERARCHICAL MACHINE LEARNING TECHNIQUES FOR IDENTIFYING MOLECULAR CATEGORIES FROM EXPRESSION DATA | CORRIELUS, JEAN M | — |
| 17699018 | SYSTEMS AND METHODS FOR GENERATING, VISUALIZING AND CLASSIFYING MOLECULAR FUNCTIONAL PROFILES | KRIANGCHAIVECH, KETTIP | — |
| 17690757 | B CELL-ENRICHED TUMOR MICROENVIRONMENTS | SALMON, KATHERINE D | — |
| 17565659 | SYSTEMS AND METHODS FOR SAMPLE PREPARATION, SAMPLE SEQUENCING, AND SEQUENCING DATA BIAS CORRECTION AND QUALITY CONTROL | BAKER, IRENE H | — |
| Art Unit | Apps |
|---|---|
| 2159 | 1 |
| 1686 | 1 |
| 1682 | 1 |
| 2152 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19224303 | MACHINE LEARNING MODEL TRAINED USING ARTIFICIAL CELL-FREE RNA (CFRNA) EXPRESSION DATA | PAULS, JOHN A | — | §101§103 | Non-Final OA | — | Pending | May 30, 2025 |
| 18918401 | TECHNIQUES FOR TERTIARY LYMPHOID STRUCTURE (TLS) DETECTION | SENFI, BEHROOZ M | — | §103 | Non-Final OA | — | Pending | Oct 17, 2024 |
| 18039954 | HIERARCHICAL MACHINE LEARNING TECHNIQUES FOR IDENTIFYING MOLECULAR CATEGORIES FROM EXPRESSION DATA | CORRIELUS, JEAN M | 2159 | §101§112 | Final Rejection | — | Pending | Jun 01, 2023 |
| 18082157 | SYSTEMS AND METHODS FOR DECONVOLUTION OF EXPRESSION DATA | BEVERIDGE, CONNOR HAMMOND | — | §101§103DP | Non-Final OA | — | Pending | Dec 15, 2022 |
| 17699018 | SYSTEMS AND METHODS FOR GENERATING, VISUALIZING AND CLASSIFYING MOLECULAR FUNCTIONAL PROFILES | KRIANGCHAIVECH, KETTIP | 1686 | §103 | Final Rejection | — | Pending | Mar 18, 2022 |
| 17690757 | B CELL-ENRICHED TUMOR MICROENVIRONMENTS | SALMON, KATHERINE D | 1682 | §112 | Final Rejection | — | Pending | Mar 09, 2022 |
| 17565659 | SYSTEMS AND METHODS FOR SAMPLE PREPARATION, SAMPLE SEQUENCING, AND SEQUENCING DATA BIAS CORRECTION AND QUALITY CONTROL | BAKER, IRENE H | 2152 | §101§103 | Final Rejection | — | Pending | Dec 30, 2021 |
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