Prosecution Insights
Prosecution Insights
42 pending office actions • 28 art units • 41 examiners • 0 of 42 (0%) have an AI response strategy ready • 57 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 19 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. 19 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 | 7 (17%) |
| §101 + other | 18 (43%) |
| §103 only | 11 (26%) |
| §102 only | 1 (2%) |
| Multi-statute (no §101) | 5 (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 |
|---|---|---|---|
| CUNNINGHAM II, GREGORY S | 2 | 65.2% | +32.0% |
| UBER, NATHAN C | 1 | 3.4% | +5.5% |
| WYSZYNSKI, AUBREY H | 1 | 89.5% | +12.5% |
| LONG, EDWARD X | 1 | 73.5% | +46.9% |
| SCHEUNEMANN, RICHARD N | 1 | 6.3% | +8.3% |
| RAHMAN, MAHFUZUR | 1 | 90.8% | +8.4% |
| ZELASKIEWICZ, CHRYSTINA E | 1 | 32.8% | +35.4% |
| RINES, ROBERT D | 1 | 38.3% | +46.6% |
| TESHALE, AKELAW | 1 | 82.2% | +15.7% |
| SUBRAMANIAN, NARAYANSWAMY | 1 | 28.4% | +30.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18920708 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | RAHMAN, MAHFUZUR | 21d |
| 18812205 | SYSTEMS AND METHODS FOR IMPROVED AGENT-CLIENT CALL INTERACTIONS | TESHALE, AKELAW | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17891816 | METHOD OF DETERMINING WHETHER A FRAUD CLAIM IS LEGITIMATE | PRATT, EHRIN LARMONT | 89d overdue |
| 17893302 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH SELECTIVE LEARNING | BAIRD, EDWARD J | 77d overdue |
| 18242164 | SYNCHRONIZED PROCESSING OF DATA BY NETWORKED COMPUTING RESOURCES | JACOB, WILLIAM J | 72d overdue |
| 18808859 | PREDICTING FINANCIAL METRICS | SUBRAMANIAN, NARAYANSWAMY | 22d overdue |
| 17592196 | SYSTEM AND METHOD FOR HETEROGENEOUS MULTI-TASK LEARNING WITH EXPERT DIVERSITY | PHUNG, STEVEN HUYNH | 3d overdue |
| 18960490 | SYSTEMS AND METHODS FOR AUTOMATIC AUDIT INFORMATION LABELLING | SCHEUNEMANN, RICHARD N | 2d overdue |
| 17561215 | SYSTEMS AND METHODS OF DYNAMIC GRAPHICAL USER INTERFACES FOR RESOURCE POOL ALLOCATION | RUHL, DENNIS WILLIAM | 7d |
| 18455332 | METHODS AND SYSTEMS FOR PREDICTING DATA QUALITY METRICS | MAMILLAPALLI, PAVAN | 12d |
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 |
|---|---|---|---|
| 18808859 | PREDICTING FINANCIAL METRICS | SUBRAMANIAN, NARAYANSWAMY | 22d overdue |
| 15884847 | SECURE FUNDING OF ELECTRONIC PAYMENTS | CUNNINGHAM II, GREGORY S | 65d |
| 19221193 | GENERATION AND APPLICATION OF SYNTHETIC THREAT DATA | WYSZYNSKI, AUBREY H | — |
| 19186179 | SYSTEMS AND METHODS FOR DETECTING PHISHING CAMPAIGNS | LONG, EDWARD X | — |
| 19025534 | SYSTEM AND METHOD FOR LOCATION-BASED TOKEN TRANSACTION PROCESSING | CUNNINGHAM II, GREGORY S | — |
| 18892197 | SYSTEMS AND METHODS FOR DATA PROCESS INTEGRATION | ZELASKIEWICZ, CHRYSTINA E | — |
| 18814319 | SYSTEM AND METHOD FOR ELECTRONIC RESOURCE ACCESS MANAGEMENT | RINES, ROBERT D | — |
| 18812205 | SYSTEMS AND METHODS FOR IMPROVED AGENT-CLIENT CALL INTERACTIONS | TESHALE, AKELAW | — |
| Art Unit | Apps |
|---|---|
| 3694 | 3 |
| 3624 | 3 |
| 3695 | 3 |
| 3626 | 2 |
| 3699 | 2 |
| 3691 | 2 |
| 2496 | 2 |
| 2498 | 1 |
| 3625 | 1 |
| 2694 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19306639 | METHOD AND SYSTEM FOR IMPLEMENTING A RULES ENGINE | UBER, NATHAN C | 3626 | §101§103§112 | Non-Final OA | — | Pending | Aug 21, 2025 |
| 19221193 | GENERATION AND APPLICATION OF SYNTHETIC THREAT DATA | WYSZYNSKI, AUBREY H | — | §101§102§103 | Non-Final OA | — | Pending | May 28, 2025 |
| 19186179 | SYSTEMS AND METHODS FOR DETECTING PHISHING CAMPAIGNS | LONG, EDWARD X | — | §101§103 | Non-Final OA | — | Pending | Apr 22, 2025 |
| 19025534 | SYSTEM AND METHOD FOR LOCATION-BASED TOKEN TRANSACTION PROCESSING | CUNNINGHAM II, GREGORY S | 3694 | §101Other | Non-Final OA | — | Pending | Jan 16, 2025 |
| 18960490 | SYSTEMS AND METHODS FOR AUTOMATIC AUDIT INFORMATION LABELLING | SCHEUNEMANN, RICHARD N | 3624 | §103 | Final Rejection | 2d overdue | Pending | Nov 26, 2024 |
| 18920708 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | RAHMAN, MAHFUZUR | 2498 | §103 | Final Rejection | 21d | Pending | Oct 18, 2024 |
| 18892197 | SYSTEMS AND METHODS FOR DATA PROCESS INTEGRATION | ZELASKIEWICZ, CHRYSTINA E | 3699 | §103§112 | Final Rejection | — | Pending | Sep 20, 2024 |
| 18814319 | SYSTEM AND METHOD FOR ELECTRONIC RESOURCE ACCESS MANAGEMENT | RINES, ROBERT D | 3625 | §101§103§112 | Final Rejection | — | Pending | Aug 23, 2024 |
| 18812205 | SYSTEMS AND METHODS FOR IMPROVED AGENT-CLIENT CALL INTERACTIONS | TESHALE, AKELAW | 2694 | §102 | Non-Final OA | — | Pending | Aug 22, 2024 |
| 18808859 | PREDICTING FINANCIAL METRICS | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Final Rejection | 22d overdue | Pending | Aug 19, 2024 |
| 18758946 | SYSTEMS AND METHODS FOR AUTOMATED BATCH IMPACT EVALUATION | SANTIAGO-MERCED, FRANCIS Z | — | §101§102§103 | Non-Final OA | — | Pending | Jun 28, 2024 |
| 18634835 | SYSTEMS FOR PROCESSING ELECTRONIC TRANSACTIONS | ALI, JAHED | 3699 | §101§103§112 | Final Rejection | 70d | Pending | Apr 12, 2024 |
| 18589838 | SYSTEM AND METHOD FOR COORDINATING NETWORKED RESOURCES | BAYARD, DJENANE M | 2444 | §103 | Non-Final OA | — | Pending | Feb 28, 2024 |
| 18428902 | SYSTEMS AND METHODS FOR EVALUATING ANTI-MONEY LAUNDERING REPORTS | ANDERSON, MICHAEL W. | 3600 | §101§103 | Final Rejection | — | Pending | Jan 31, 2024 |
| 18526561 | MONITORING HEALTH OF NETWORK APPLICATION BY COMBINING PREDICTIONS FROM DISPARATE DATA SOURCES | ZENG, WENWEI | — | §101§103 | Non-Final OA | — | Pending | Dec 01, 2023 |
| 18523584 | BROWSER EXTENSION ANALYSIS | MARTINEZ, TOMMY NMN | 2496 | §103 | Final Rejection | — | Pending | Nov 29, 2023 |
| 18385784 | SYSTEM AND METHOD FOR AUTOFILL OF WEBPAGE FIELDS | BLOOMQUIST, KEITH D | 2171 | §103§112 | Final Rejection | — | Pending | Oct 31, 2023 |
| 18384806 | SYSTEM AND METHOD FOR AUTO-POPULATING ELECTRONIC TRANSACTION PROCESS | RANKINS, WILLIAM E | 3694 | §101§112 | Final Rejection | 29d | Pending | Oct 27, 2023 |
| 18242164 | SYNCHRONIZED PROCESSING OF DATA BY NETWORKED COMPUTING RESOURCES | JACOB, WILLIAM J | 3696 | §101§112 | Final Rejection | 72d overdue | Pending | Sep 05, 2023 |
| 18460478 | META TEMPORAL POINT PROCESSES | CHOI, YUK TING | 2164 | §103 | Final Rejection | — | Pending | Sep 01, 2023 |
| 18238397 | SYSTEM AND METHOD FOR A MACHINE LEARNING ARCHITECTURE FOR RESOURCE ALLOCATION | LEE, ADAM | 2198 | §101§112 | Final Rejection | 54d | Pending | Aug 25, 2023 |
| 18455332 | METHODS AND SYSTEMS FOR PREDICTING DATA QUALITY METRICS | MAMILLAPALLI, PAVAN | 2159 | §101§103 | Final Rejection | 12d | Pending | Aug 24, 2023 |
| 18454571 | DATA MAPPING METHOD AND SYSTEM | FU, HAO | 3695 | §101 | Non-Final OA | 27d | Pending | Aug 23, 2023 |
| 18233466 | SYSTEM AND METHOD FOR APPLYING USER DATA IN ACCESSING OF INSTITUTIONAL PRODUCTS | GREGG, MARY M | 3695 | §101§103§112 | Final Rejection | 50d | Pending | Aug 14, 2023 |
| 18345352 | MAPPING NETWORK CONNECTIONS BY TCP/IP DATA AGGREGATION | HACKENBERG, RACHEL J | 2454 | §103 | Non-Final OA | — | Pending | Jun 30, 2023 |
| 18197197 | MULTI-SCALE ARTIFICAL NEURAL NETWORK AND A METHOD FOR OPERATING SAME FOR TIME SERIES FORECASTING | TRIEU, EM N | 2128 | §101§103 | Non-Final OA | — | Pending | May 15, 2023 |
| 18113492 | REPARAMETERIZATION OF SELECTIVE NETWORKS FOR END-TO-END TRAINING | SMITH, PAULINHO E | 2127 | §103 | Final Rejection | — | Pending | Feb 23, 2023 |
| 18091244 | ARTIFICIAL NEURAL NETWORK FOR DATA IMBALANCED REGRESSION AND METHOD FOR TRAINING SAME | JONES, CHARLES JEFFREY | 2122 | §103 | Final Rejection | — | Pending | Dec 29, 2022 |
| 17943958 | SYSTEM AND METHOD FOR ENFORCING MONOTONICITY IN A NEURAL NETWORK ARCHITECTURE | THAI, JASMINE THANH | 2129 | §103§112 | Final Rejection | 33d | Pending | Sep 13, 2022 |
| 17895235 | SYSTEMS AND METHODS FOR RECOMMENDING INSURANCE | HAMILTON, SARA CHANDLER | 3695 | §101§112 | Final Rejection | — | Pending | Aug 25, 2022 |
| 17893302 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH SELECTIVE LEARNING | BAIRD, EDWARD J | 3692 | §101 | Final Rejection | 77d overdue | Pending | Aug 23, 2022 |
| 17893288 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH MULTIPLE POLICY HEADS | GORMLEY, AARON PATRICK | 2148 | §103§112 | Non-Final OA | — | Pending | Aug 23, 2022 |
| 17891816 | METHOD OF DETERMINING WHETHER A FRAUD CLAIM IS LEGITIMATE | PRATT, EHRIN LARMONT | 3629 | §101§103 | Final Rejection | 89d overdue | Pending | Aug 19, 2022 |
| 17837882 | SYSTEM AND METHOD FOR RISK SENSITIVE REINFORCEMENT LEARNING ARCHITECTURE | LAHAM BAUZO, ALVARO SALIM | 2146 | §103 | Final Rejection | 26d | Pending | Jun 10, 2022 |
| 17592196 | SYSTEM AND METHOD FOR HETEROGENEOUS MULTI-TASK LEARNING WITH EXPERT DIVERSITY | PHUNG, STEVEN HUYNH | 2125 | §101§103§112 | Non-Final OA | 3d overdue | Pending | Feb 03, 2022 |
| 17561215 | SYSTEMS AND METHODS OF DYNAMIC GRAPHICAL USER INTERFACES FOR RESOURCE POOL ALLOCATION | RUHL, DENNIS WILLIAM | 3626 | §101 | Non-Final OA | 7d | Pending | Dec 23, 2021 |
| 17474007 | SYSTEM AND METHOD FOR MULTIPARTY SECURE COMPUTING PLATFORM | FARAMARZI, GITA | 2496 | §103§112 | Final Rejection | — | Pending | Sep 13, 2021 |
| 17411666 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH A MEMORY MANAGEMENT MODULE | WALTON, CHESIREE A | 3624 | §103 | Non-Final OA | 11d overdue | Pending | Aug 25, 2021 |
| 17406759 | SYSTEM AND METHOD FOR CASCADING DECISION TREES FOR EXPLAINABLE REINFORCEMENT LEARNING | HONORE, EVEL NMN | 2142 | §103 | Non-Final OA | — | Pending | Aug 19, 2021 |
| 16994138 | SYSTEM AND METHOD FOR ELECTRONIC RENTAL PLATFORM | GAVIN, KRISTIN ELIZABETH | 3624 | §101 | Non-Final OA | — | Pending | Aug 14, 2020 |
| 15884847 | SECURE FUNDING OF ELECTRONIC PAYMENTS | CUNNINGHAM II, GREGORY S | 3694 | §101§112 | Final Rejection | 65d | Pending | Jan 31, 2018 |
| 15704136 | CREDIT SCORE PLATFORM | POLLOCK, GREGORY A | 3691 | §101 | Non-Final OA | 13d | Pending | Sep 14, 2017 |
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