Prosecution Insights
Prosecution Insights
48 pending office actions • 30 art units • 45 examiners • 0 of 48 (0%) have an AI response strategy ready • 58 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 46 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. 46 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 | 15 (31%) |
| §103 only | 25 (52%) |
| §112 only | 5 (10%) |
| No statute on record | 3 (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 |
|---|---|---|---|
| GAVIN, KRISTIN ELIZABETH | 2 | 15.1% | +16.6% |
| ALI, JAHED | 2 | 61.5% | +56.1% |
| CUNNINGHAM II, GREGORY S | 2 | 65.0% | +33.5% |
| SCHEUNEMANN, RICHARD N | 1 | 6.3% | +8.4% |
| MAI, KEVIN S | 1 | 29.1% | +26.1% |
| MORONEY, MICHAEL CORBETT | 1 | 25.8% | +25.4% |
| SINGH, GURKANWALJIT | 1 | 61.9% | +26.7% |
| RAHMAN, MAHFUZUR | 1 | 90.9% | +8.2% |
| HOANG, SON T | 1 | 83.4% | +35.0% |
| TORRES CHANZA, GABRIEL JOSE | 1 | 14.3% | -20.0% |
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 |
| 18892241 | NEURAL NETWORK FOR EVENT PREDICTION | HOANG, SON T | 22d |
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 |
|---|---|---|---|
| 18108481 | PROCESSING OF ELECTRONIC TRANSACTIONS | CUNNINGHAM II, GREGORY S | 60d overdue |
| 17583398 | SYSTEM AND METHOD FOR NATURAL LANGUAGE PROCESSING WITH PRETRAINED LANGUAGE MODELS | KIM, ETHAN DANIEL | 60d overdue |
| 18920875 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | MAI, KEVIN S | 43d overdue |
| 18453170 | METHOD AND SYSTEM FOR AGRICULTURAL GREENHOUSE GAS ESTIMATION | GODBOLD, DAVID GARRISON | 42d overdue |
| 18808859 | PREDICTING FINANCIAL METRICS | SUBRAMANIAN, NARAYANSWAMY | 22d overdue |
| 18776973 | SYSTEMS AND METHODS FOR ASSET MAINTENANCE PLANNING | NING, PETER Y | 8d overdue |
| 18920872 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | MORONEY, MICHAEL CORBETT | 4d overdue |
| 18812236 | PRODUCT BUNDLING SYSTEMS AND METHODS | TORRES CHANZA, GABRIEL JOSE | 3d overdue |
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 |
|---|---|---|---|
| 16684546 | SYSTEM AND METHOD FOR CROSS-BORDER BLOCKCHAIN PLATFORM | ALI, JAHED | 71d overdue |
| 18108481 | PROCESSING OF ELECTRONIC TRANSACTIONS | CUNNINGHAM II, GREGORY S | 60d overdue |
| 18920875 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | MAI, KEVIN S | 43d overdue |
| 18920872 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | MORONEY, MICHAEL CORBETT | 4d overdue |
| 18920876 | SYSTEM AND METHOD FOR DATA EXTRACTION, EVALUATION AND ASSESSMENT | SINGH, GURKANWALJIT | 2d overdue |
| 18892241 | NEURAL NETWORK FOR EVENT PREDICTION | HOANG, SON T | 22d |
| 18771141 | SYSTEMS AND METHODS OF DYNAMICALLY PRESENTING DATASETS IN A GRAPHICAL USER INTERFACE | GAVIN, KRISTIN ELIZABETH | 39d |
| 15884847 | SECURE FUNDING OF ELECTRONIC PAYMENTS | CUNNINGHAM II, GREGORY S | 65d |
| Art Unit | Apps |
|---|---|
| 3624 | 6 |
| 3625 | 4 |
| 3691 | 3 |
| 3694 | 3 |
| 3695 | 3 |
| 3628 | 2 |
| 2658 | 2 |
| 3699 | 2 |
| 3696 | 2 |
| 2499 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18960490 | SYSTEMS AND METHODS FOR AUTOMATIC AUDIT INFORMATION LABELLING | SCHEUNEMANN, RICHARD N | 3624 | §103 | Non-Final OA | 2d overdue | Pending | Nov 26, 2024 |
| 18920875 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | MAI, KEVIN S | 2499 | §103 | Non-Final OA | 43d overdue | Pending | Oct 19, 2024 |
| 18920872 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | MORONEY, MICHAEL CORBETT | 3628 | §103 | Non-Final OA | 4d overdue | Pending | Oct 19, 2024 |
| 18920876 | SYSTEM AND METHOD FOR DATA EXTRACTION, EVALUATION AND ASSESSMENT | SINGH, GURKANWALJIT | 3625 | §103 | Non-Final OA | 2d overdue | Pending | Oct 19, 2024 |
| 18920708 | SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM | RAHMAN, MAHFUZUR | 2498 | §103 | Non-Final OA | 21d | Pending | Oct 18, 2024 |
| 18892241 | NEURAL NETWORK FOR EVENT PREDICTION | HOANG, SON T | 2169 | §103 | Non-Final OA | 22d | Pending | Sep 20, 2024 |
| 18812236 | PRODUCT BUNDLING SYSTEMS AND METHODS | TORRES CHANZA, GABRIEL JOSE | 3625 | §103 | Non-Final OA | 3d overdue | Pending | Aug 22, 2024 |
| 18811215 | SYSTEM AND METHOD FOR GENERATING PERSONALIZED INSIGHTS OF FINANCIAL INSTRUMENTS BASED ON AI ASSISTED ANALYSIS | HENRY, MATTHEW D | 3625 | §101 | Non-Final OA | 72d | Pending | Aug 21, 2024 |
| 18808859 | PREDICTING FINANCIAL METRICS | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Non-Final OA | 22d overdue | Pending | Aug 19, 2024 |
| 18776973 | SYSTEMS AND METHODS FOR ASSET MAINTENANCE PLANNING | NING, PETER Y | 3661 | §101 | Non-Final OA | 8d overdue | Pending | Jul 18, 2024 |
| 18771141 | SYSTEMS AND METHODS OF DYNAMICALLY PRESENTING DATASETS IN A GRAPHICAL USER INTERFACE | GAVIN, KRISTIN ELIZABETH | 3624 | Other | Non-Final OA | 39d | Pending | Jul 12, 2024 |
| 18766462 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE FOR PARTIALLY-OBSERVED MULTIMODAL DATA | OPSASNICK, MICHAEL N | 2658 | Other | Non-Final OA | 41d | Pending | Jul 08, 2024 |
| 18634835 | SYSTEMS FOR PROCESSING ELECTRONIC TRANSACTIONS | ALI, JAHED | 3699 | §103 | Final Rejection | 70d | Pending | Apr 12, 2024 |
| 18627414 | SYSTEM AND METHOD FOR SIGNAL PROCESSING FOR CYBER SECURITY | KNACKSTEDT, JACOB BENEDICT | 2408 | §103 | Final Rejection | 34d | Pending | Apr 04, 2024 |
| 18597355 | AUTOMATED INFRASTRUCTURE PROVISIONING OF CONTAINERIZED APPLICATIONS | WU, DAXIN | 2191 | §103 | Non-Final OA | 53d overdue | Pending | Mar 06, 2024 |
| 18497816 | PRO-ACTIVE DETECTION OF MISAPPROPRIATION OF WEBSITE SOURCE CODE | TIV, BACKHEAN | 2459 | §112 | Non-Final OA | 9d | Pending | Oct 30, 2023 |
| 18384806 | SYSTEM AND METHOD FOR AUTO-POPULATING ELECTRONIC TRANSACTION PROCESS | RANKINS, WILLIAM E | 3694 | §101 | Final Rejection | 29d | Pending | Oct 27, 2023 |
| 18244194 | SYSTEMS AND METHODS FOR TOKEN-BASED BROWSER EXTENSION FRAMEWORK | RAHMAN, SM AZIZUR | 2434 | §103 | Non-Final OA | 3d overdue | Pending | Sep 08, 2023 |
| 18242164 | SYNCHRONIZED PROCESSING OF DATA BY NETWORKED COMPUTING RESOURCES | JACOB, WILLIAM J | 3696 | §112 | Non-Final OA | 72d overdue | Pending | Sep 05, 2023 |
| 18238397 | SYSTEM AND METHOD FOR A MACHINE LEARNING ARCHITECTURE FOR RESOURCE ALLOCATION | LEE, ADAM | 2198 | §112 | Final Rejection | 54d | Pending | Aug 25, 2023 |
| 18455332 | METHODS AND SYSTEMS FOR PREDICTING DATA QUALITY METRICS | MAMILLAPALLI, PAVAN | 2159 | §103 | Non-Final OA | 12d | Pending | Aug 24, 2023 |
| 18237232 | SYSTEMS AND METHODS FOR FACILITATING PROACTIVE RECRUITMENT | WEBB III, JAMES L | 3624 | §101 | Non-Final OA | 20d | Pending | Aug 23, 2023 |
| 18454571 | DATA MAPPING METHOD AND SYSTEM | FU, HAO | 3695 | §101 | Final Rejection | 27d | Pending | Aug 23, 2023 |
| 18453170 | METHOD AND SYSTEM FOR AGRICULTURAL GREENHOUSE GAS ESTIMATION | GODBOLD, DAVID GARRISON | 3628 | §101 | Non-Final OA | 42d overdue | Pending | Aug 21, 2023 |
| 18233466 | SYSTEM AND METHOD FOR APPLYING USER DATA IN ACCESSING OF INSTITUTIONAL PRODUCTS | GREGG, MARY M | 3695 | §103 | Final Rejection | 50d | Pending | Aug 14, 2023 |
| 18199611 | SYSTEMS AND METHODS FOR SELF-SUPPERVISED TIME-SERIES REPRESENTATION LEARNING | BOSTWICK, SIDNEY VINCENT | 2124 | §103 | Non-Final OA | 20d | Pending | May 19, 2023 |
| 18115731 | SYSTEMS AND METHODS FOR EMPATHY-BASED MACHINE LEARNING | ZECHER, CORDELIA P K | 2100 | §103 | Non-Final OA | 87d overdue | Pending | Feb 28, 2023 |
| 18108481 | PROCESSING OF ELECTRONIC TRANSACTIONS | CUNNINGHAM II, GREGORY S | 3694 | §101 | Non-Final OA | 60d overdue | Pending | Feb 10, 2023 |
| 17959900 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE FOR MULTI-TASK LEARNING WITH DYNAMIC NEURAL NETWORKS | BRACERO, ANDREW ANGEL | 2126 | §103 | Final Rejection | 29d | Pending | Oct 04, 2022 |
| 17943958 | SYSTEM AND METHOD FOR ENFORCING MONOTONICITY IN A NEURAL NETWORK ARCHITECTURE | THAI, JASMINE THANH | 2129 | §103 | Final Rejection | 33d | Pending | Sep 13, 2022 |
| 17891548 | DYNAMIC ESG VISUALIZATION | YESILDAG, MEHMET | 3624 | §101 | Non-Final OA | 15d | Pending | Aug 19, 2022 |
| 17891816 | METHOD OF DETERMINING WHETHER A FRAUD CLAIM IS LEGITIMATE | PRATT, EHRIN LARMONT | 3629 | §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 |
| 17749678 | SYSTEM AND METHOD FOR CONTINUOUS DYNAMICS MODEL FROM IRREGULAR TIME-SERIES DATA | MAC, GARY | 2127 | §103 | Final Rejection | 8d overdue | Pending | May 20, 2022 |
| 17592196 | SYSTEM AND METHOD FOR HETEROGENEOUS MULTI-TASK LEARNING WITH EXPERT DIVERSITY | PATEL, LOKESHA G | 2125 | §103 | Final Rejection | 3d overdue | Pending | Feb 03, 2022 |
| 17583398 | SYSTEM AND METHOD FOR NATURAL LANGUAGE PROCESSING WITH PRETRAINED LANGUAGE MODELS | KIM, ETHAN DANIEL | 2658 | §101 | Non-Final OA | 60d overdue | Pending | Jan 25, 2022 |
| 17561215 | SYSTEMS AND METHODS OF DYNAMIC GRAPHICAL USER INTERFACES FOR RESOURCE POOL ALLOCATION | RUHL, DENNIS WILLIAM | 3626 | §112 | Final Rejection | 7d | Pending | Dec 23, 2021 |
| 17531161 | SYSTEM AND METHOD FOR DETECTING FRAUDULENT ELECTRONIC TRANSACTIONS | HILMANTEL, ADAM J | 3691 | §101 | Non-Final OA | 34d | Pending | Nov 19, 2021 |
| 17474007 | SYSTEM AND METHOD FOR MULTIPARTY SECURE COMPUTING PLATFORM | FARAMARZI, GITA | 2496 | §103 | Final Rejection | — | Pending | Sep 13, 2021 |
| 17466870 | SYSTEMS AND METHODS OF DYNAMIC RESOURCE ALLOCATION AMONG NETWORKED COMPUTING DEVICES | PATEL, AMIT HEMANTKUMAR | 3696 | §101 | Non-Final OA | 13d | Pending | Sep 03, 2021 |
| 17411636 | SYSTEMS AND METHODS FOR REINFORCEMENT LEARNING WITH LOCAL STATE AND REWARD DATA | KEATON, SHERROD L | 2148 | Other | Final Rejection | 21d | Pending | Aug 25, 2021 |
| 17411666 | SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH A MEMORY MANAGEMENT MODULE | WALTON, CHESIREE A | 3624 | §103 | Final Rejection | 11d overdue | Pending | Aug 25, 2021 |
| 17397460 | SYSTEMS AND METHODS FOR REINFORCEMENT LEARNING WITH SUPPLEMENTED STATE DATA | SINGLETARY, TYRONE E | 3625 | §112 | Final Rejection | 21d | Pending | Aug 09, 2021 |
| 16994138 | SYSTEM AND METHOD FOR ELECTRONIC RENTAL PLATFORM | GAVIN, KRISTIN ELIZABETH | 3624 | §101 | Non-Final OA | — | Pending | Aug 14, 2020 |
| 16684546 | SYSTEM AND METHOD FOR CROSS-BORDER BLOCKCHAIN PLATFORM | ALI, JAHED | 3699 | §103 | Final Rejection | 71d overdue | Pending | Nov 14, 2019 |
| 15923310 | SYSTEMS AND METHODS FOR HYBRID BLOCKCHAIN PLATFORM | EKECHUKWU, CHINEDU U | 3695 | §103 | Final Rejection | 31d overdue | Pending | Mar 16, 2018 |
| 15884847 | SECURE FUNDING OF ELECTRONIC PAYMENTS | CUNNINGHAM II, GREGORY S | 3694 | §101 | Final Rejection | 65d | Pending | Jan 31, 2018 |
| 15704136 | CREDIT SCORE PLATFORM | POLLOCK, GREGORY A | 3691 | §101 | Final Rejection | 13d | Pending | Sep 14, 2017 |
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