Prosecution Insights
Prosecution Insights
16 pending office actions • 13 art units • 15 examiners • 0 of 16 (0%) have an AI response strategy ready • 24 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 16 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. 16 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 only | 1 (6%) |
| §103 only | 12 (75%) |
| §102 only | 2 (12%) |
| §112 only | 1 (6%) |
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 |
|---|---|---|---|
| ZECHER, CORDELIA P K | 2 | 48.7% | +26.1% |
| DWIVEDI, MAHESH H | 1 | 69.4% | +4.5% |
| AREVALO, JOSEPH | 1 | 84.2% | +21.1% |
| MARCELO, MELVIN C | 1 | 85.9% | -7.2% |
| KHATTAR, RAJESH | 1 | 36.2% | +35.2% |
| GOLAN, MATTHEW BRYCE | 1 | 0.0% | +0.0% |
| KAPOOR, DEVAN | 1 | 10.0% | +16.7% |
| STUART, CAREY ALEXANDER MC | 1 | 61.3% | +38.3% |
| BATAILLE, PIERRE MICHE | 1 | 92.8% | +6.2% |
| GRUSZKA, DANIEL PATRICK | 1 | — | — |
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 |
|---|---|---|---|
| 17919755 | METHOD AND SYSTEM OF PROVIDING PERSONALIZED GUIDELINE INFORMATION FOR A USER IN A PREDETERMINED DOMAIN | BATAILLE, PIERRE MICHE | 5d overdue |
| 18998142 | DISTRIBUTED CONFIGURATION OF RIS SWARM | AREVALO, JOSEPH | 4d overdue |
| 18434866 | PASSIVE SELF-ANNOUNCING RECONFIGURABLE INTELLIGENT SURFACE | MARCELO, MELVIN C | 42d |
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 |
|---|---|---|---|
| 17969721 | HYPER NETWORK MACHINE LEARNING ARCHITECTURE FOR SIMULATING PHYSICAL SYSTEMS | KAPOOR, DEVAN | 60d overdue |
| 18509364 | MACHINE-LEARNING EXTRACTION OF BIOMEDICAL INFORMATION AND OPTIMIZED CHARACTERIZATION OF A TUMOR MICRO ENVIRONMENT OF A PATIENT | KHATTAR, RAJESH | 22d overdue |
| 18030292 | METHOD AND SYSTEM FOR KNOWLEDGE-BASED PROCESS SUPPORT | GOLAN, MATTHEW BRYCE | 63d |
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 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18791491 | MACHINE LEARNING-DRIVEN DATA INTEGRATION FOR DATA SPACES AND DIGITAL TWINS | ZECHER, CORDELIA P K | 67d overdue |
| 17969721 | HYPER NETWORK MACHINE LEARNING ARCHITECTURE FOR SIMULATING PHYSICAL SYSTEMS | KAPOOR, DEVAN | 60d overdue |
| 18509364 | MACHINE-LEARNING EXTRACTION OF BIOMEDICAL INFORMATION AND OPTIMIZED CHARACTERIZATION OF A TUMOR MICRO ENVIRONMENT OF A PATIENT | KHATTAR, RAJESH | 22d overdue |
| 18998142 | DISTRIBUTED CONFIGURATION OF RIS SWARM | AREVALO, JOSEPH | 4d overdue |
| 17734129 | KEYWORD BASED OPEN INFORMATION EXTRACTION FOR FACT-RELEVANT KNOWLEDGE GRAPH CREATION AND LINK PREDICTION | ZECHER, CORDELIA P K | 13d |
| 17996608 | SARS-COV-2 VACCINES | STUART, CAREY ALEXANDER MC | 79d |
| Art Unit | Apps |
|---|---|
| 2126 | 3 |
| 2100 | 2 |
| 2168 | 1 |
| 2642 | 1 |
| 2463 | 1 |
| 3684 | 1 |
| 2123 | 1 |
| 1671 | 1 |
| 2138 | 1 |
| 2121 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19075883 | INFORMATION AGGREGATION IN A MULTI-MODAL ENTITY-FEATURE GRAPH FOR INTERVENTION PREDICTION FOR A MEDICAL PATIENT | DWIVEDI, MAHESH H | 2168 | §103 | Non-Final OA | 29d | Pending | Mar 11, 2025 |
| 18998142 | DISTRIBUTED CONFIGURATION OF RIS SWARM | AREVALO, JOSEPH | 2642 | §103 | Non-Final OA | 4d overdue | Pending | Jan 24, 2025 |
| 18791491 | MACHINE LEARNING-DRIVEN DATA INTEGRATION FOR DATA SPACES AND DIGITAL TWINS | ZECHER, CORDELIA P K | 2100 | §103 | Final Rejection | 67d overdue | Pending | Aug 01, 2024 |
| 18434866 | PASSIVE SELF-ANNOUNCING RECONFIGURABLE INTELLIGENT SURFACE | MARCELO, MELVIN C | 2463 | §112 | Non-Final OA | 42d | Pending | Feb 07, 2024 |
| 18509364 | MACHINE-LEARNING EXTRACTION OF BIOMEDICAL INFORMATION AND OPTIMIZED CHARACTERIZATION OF A TUMOR MICRO ENVIRONMENT OF A PATIENT | KHATTAR, RAJESH | 3684 | §101 | Final Rejection | 22d overdue | Pending | Nov 15, 2023 |
| 18030292 | METHOD AND SYSTEM FOR KNOWLEDGE-BASED PROCESS SUPPORT | GOLAN, MATTHEW BRYCE | 2123 | §103 | Final Rejection | 63d | Pending | Apr 05, 2023 |
| 17969721 | HYPER NETWORK MACHINE LEARNING ARCHITECTURE FOR SIMULATING PHYSICAL SYSTEMS | KAPOOR, DEVAN | 2126 | §103 | Final Rejection | 60d overdue | Pending | Oct 20, 2022 |
| 17996608 | SARS-COV-2 VACCINES | STUART, CAREY ALEXANDER MC | 1671 | §102 | Non-Final OA | 79d | Pending | Oct 19, 2022 |
| 17919755 | METHOD AND SYSTEM OF PROVIDING PERSONALIZED GUIDELINE INFORMATION FOR A USER IN A PREDETERMINED DOMAIN | BATAILLE, PIERRE MICHE | 2138 | §102 | Final Rejection | 5d overdue | Pending | Oct 19, 2022 |
| 17734129 | KEYWORD BASED OPEN INFORMATION EXTRACTION FOR FACT-RELEVANT KNOWLEDGE GRAPH CREATION AND LINK PREDICTION | ZECHER, CORDELIA P K | 2100 | §103 | Final Rejection | 13d | Pending | May 02, 2022 |
| 17726565 | ARTIFICIAL INTELLIGENCE SYSTEM FOR A JOINT GROUP PREDICTION BY INDIVIDUAL PREDICTION AND EXPLANATION-BASED RE-RANKING | GRUSZKA, DANIEL PATRICK | 2121 | §103 | Final Rejection | 70d overdue | Pending | Apr 22, 2022 |
| 17718442 | SEMANTIC GRAPHING OF HETEROGENEOUS DOCUMENTS FOR AUTOMATED DECISION MAKING AND RESOURCE ALLOCATION USING REINFORCEMENT LEARNING | SHINE, NICHOLAS B | 2126 | §103 | Final Rejection | 3d overdue | Pending | Apr 12, 2022 |
| 17572740 | COMPUTATION GRAPH OPTIMIZATION BY PARTIAL EVALUATIONS | AHMED, SYED RAYHAN | 2126 | §103 | Final Rejection | 111d overdue | Pending | Jan 11, 2022 |
| 17560322 | MECHANISM FOR REDUCING INFORMATION LOST IN SET NEURAL NETWORKS | MILLER, ALEXANDRIA JOSEPHINE | 2142 | §103 | Non-Final OA | 30d | Pending | Dec 23, 2021 |
| 17557231 | AFFINITY GRAPH EXTRACTION AND UPDATING SYSTEMS AND METHODS | PAULA, CESAR B | 2145 | §103 | Final Rejection | 99d overdue | Pending | Dec 21, 2021 |
| 17437846 | EDGE DEVICE AWARE MACHINE LEARNING AND MODEL MANAGEMENT | KNIGHT, PAUL M | 2148 | §103 | Non-Final OA | 9d overdue | Pending | Sep 10, 2021 |
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