Prosecution Insights
Prosecution Insights
21 pending office actions • 17 art units • 21 examiners • 0 of 21 (0%) have an AI response strategy ready • 17 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 21 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. 21 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 | 8 (38%) |
| §103 only | 9 (43%) |
| §102 only | 1 (5%) |
| §112 only | 1 (5%) |
| No statute on record | 2 (10%) |
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 |
|---|---|---|---|
| MILEF, ELDA G | 1 | 40.5% | +8.0% |
| WALDRON, SCOTT A | 1 | 81.6% | +30.7% |
| LE, HUNG D | 1 | 90.2% | +6.1% |
| GAW, MARK H | 1 | 49.7% | +59.6% |
| MAGUIRE, LINDSAY M | 1 | 51.3% | +32.1% |
| COBB, MATTHEW | 1 | 71.9% | +35.4% |
| TROTTER, SCOTT S | 1 | 62.8% | +14.2% |
| MILLER, JAMES H | 1 | 40.5% | +34.2% |
| WORJLOH, JALATEE | 1 | 63.3% | +38.4% |
| CHANG, EDWARD | 1 | 63.4% | +32.8% |
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 |
|---|---|---|---|
| 18821828 | TRANSFORMING DATA METRICS TO MAINTAIN COMPATIBILITY IN AN ENTERPRISE DATA WAREHOUSE | LE, HUNG D | 70d overdue |
| 18982511 | UTILIZING ASYNCHRONOUS DOUBLE-WRITES TO MIGRATE DATA BETWEEN DATABASES | WALDRON, SCOTT A | 60d overdue |
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 |
|---|---|---|---|
| 18816897 | GENERATING TRANSACTION VECTORS FOR FACILITATING NETWORK TRANSACTIONS | GAW, MARK H | 56d overdue |
| 18814225 | GENERATING A MULTI-TRANSACTION DISPUTE PACKAGE | MAGUIRE, LINDSAY M | 43d overdue |
| 18057874 | DYNAMICALLY EXECUTING DATA SOURCE AGNOSTIC DATA PIPELINE CONFIGURATIONS | RIGGINS, ARI FAITH COLEMA | 32d overdue |
| 18520144 | MACHINE LEARNING SYSTEM FOR ROUTING PAYMENT REQUESTS TO DIFFERENT CUSTOMER ACCOUNTS | MILLER, JAMES H | 23d overdue |
| 18153703 | UTILIZING A DEPOSIT TRANSACTION PREDICTOR MODEL TO DETERMINE FUTURE NETWORK TRANSACTIONS | SHARON, AYAL I | 23d overdue |
| 17664776 | GRANTING PROVISIONAL CREDIT BASED ON A LIKELIHOOD OF APPROVAL SCORE GENERATED FROM A DISPUTE-EVALUATOR MACHINE-LEARNING MODEL | PARK, YONG S | 9d overdue |
| 18619679 | GENERATING AND UTILIZING MOVEMENT IDENTIFIERS TO IDENTIFY NETWORK TRANSACTIONS IN NETWORK TRANSACTIONS INITIATED AS SECURED DEPOSIT NETWORK TRANSACTION CHAINS | TROTTER, SCOTT S | 14d |
| 18515767 | GENERATING USER INTERFACES COMPRISING A UNIVERSAL DYNAMIC BASE LIMIT VALUE REFLECTING TRANSACTIONS WITHIN ONE OR MORE TRANSACTION ACCOUNTS | CHANG, EDWARD | 22d |
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 |
|---|---|---|---|
| 18752310 | GENERATING A FRAUD PREDICTION UTILIZING A FRAUD-PREDICTION MACHINE-LEARNING MODEL | COBB, MATTHEW | 105d overdue |
| 18516545 | SECURE DATA TRANSFORMATION AND MERGING SYSTEM | WORJLOH, JALATEE | 92d overdue |
| 18982511 | UTILIZING ASYNCHRONOUS DOUBLE-WRITES TO MIGRATE DATA BETWEEN DATABASES | WALDRON, SCOTT A | 60d overdue |
| 18816897 | GENERATING TRANSACTION VECTORS FOR FACILITATING NETWORK TRANSACTIONS | GAW, MARK H | 56d overdue |
| 18814225 | GENERATING A MULTI-TRANSACTION DISPUTE PACKAGE | MAGUIRE, LINDSAY M | 43d overdue |
| 18520144 | MACHINE LEARNING SYSTEM FOR ROUTING PAYMENT REQUESTS TO DIFFERENT CUSTOMER ACCOUNTS | MILLER, JAMES H | 23d overdue |
| 18619679 | GENERATING AND UTILIZING MOVEMENT IDENTIFIERS TO IDENTIFY NETWORK TRANSACTIONS IN NETWORK TRANSACTIONS INITIATED AS SECURED DEPOSIT NETWORK TRANSACTION CHAINS | TROTTER, SCOTT S | 14d |
| 18515767 | GENERATING USER INTERFACES COMPRISING A UNIVERSAL DYNAMIC BASE LIMIT VALUE REFLECTING TRANSACTIONS WITHIN ONE OR MORE TRANSACTION ACCOUNTS | CHANG, EDWARD | 22d |
| Art Unit | Apps |
|---|---|
| 3694 | 3 |
| 3696 | 3 |
| 2152 | 1 |
| 2161 | 1 |
| 3693 | 1 |
| 3619 | 1 |
| 3661 | 1 |
| 3697 | 1 |
| 3692 | 1 |
| 2119 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19065745 | GENERATING DYNAMIC BASE LIMIT VALUE USER INTERFACE ELEMENTS DETERMINED FROM A BASE LIMIT VALUE MODEL | MILEF, ELDA G | 3694 | Other | Non-Final OA | 29d | Pending | Feb 27, 2025 |
| 18982511 | UTILIZING ASYNCHRONOUS DOUBLE-WRITES TO MIGRATE DATA BETWEEN DATABASES | WALDRON, SCOTT A | 2152 | §103 | Final Rejection | 60d overdue | Pending | Dec 16, 2024 |
| 18821828 | TRANSFORMING DATA METRICS TO MAINTAIN COMPATIBILITY IN AN ENTERPRISE DATA WAREHOUSE | LE, HUNG D | 2161 | §103 | Final Rejection | 70d overdue | Pending | Aug 30, 2024 |
| 18816897 | GENERATING TRANSACTION VECTORS FOR FACILITATING NETWORK TRANSACTIONS | GAW, MARK H | 3693 | §101 | Final Rejection | 56d overdue | Pending | Aug 27, 2024 |
| 18814225 | GENERATING A MULTI-TRANSACTION DISPUTE PACKAGE | MAGUIRE, LINDSAY M | 3619 | §101 | Final Rejection | 43d overdue | Pending | Aug 23, 2024 |
| 18752310 | GENERATING A FRAUD PREDICTION UTILIZING A FRAUD-PREDICTION MACHINE-LEARNING MODEL | COBB, MATTHEW | 3661 | — | Non-Final OA | 105d overdue | Pending | Jun 24, 2024 |
| 18619679 | GENERATING AND UTILIZING MOVEMENT IDENTIFIERS TO IDENTIFY NETWORK TRANSACTIONS IN NETWORK TRANSACTIONS INITIATED AS SECURED DEPOSIT NETWORK TRANSACTION CHAINS | TROTTER, SCOTT S | 3696 | §101 | Final Rejection | 14d | Pending | Mar 28, 2024 |
| 18520144 | MACHINE LEARNING SYSTEM FOR ROUTING PAYMENT REQUESTS TO DIFFERENT CUSTOMER ACCOUNTS | MILLER, JAMES H | 3694 | §101 | Non-Final OA | 23d overdue | Pending | Nov 27, 2023 |
| 18516545 | SECURE DATA TRANSFORMATION AND MERGING SYSTEM | WORJLOH, JALATEE | 3697 | §103 | Final Rejection | 92d overdue | Pending | Nov 21, 2023 |
| 18515767 | GENERATING USER INTERFACES COMPRISING A UNIVERSAL DYNAMIC BASE LIMIT VALUE REFLECTING TRANSACTIONS WITHIN ONE OR MORE TRANSACTION ACCOUNTS | CHANG, EDWARD | 3696 | §101 | Non-Final OA | 22d | Pending | Nov 21, 2023 |
| 18498719 | UTILIZING A DIGITAL DIRECT DEPOSIT PREDICTOR MACHINE-LEARNING MODEL TO DETERMINE RISK FOR A NETWORK TRANSACTION COMPRISING A DIGITAL DIRECT DEPOSIT ADVANCE | BORLINGHAUS, JASON M | 3692 | §103 | Non-Final OA | 26d overdue | Pending | Oct 31, 2023 |
| 18478007 | GENERATING AND UTILIZING AN EXPLORATION ENVIRONMENT IN CONJUNCTION WITH A PRODUCTION ENVIRONMENT | KABIR, SAAD M | 2119 | §102 | Non-Final OA | 33d | Pending | Sep 29, 2023 |
| 18354958 | UTILIZING MACHINE LEARNING MODELS TO GENERATE FRAUD PREDICTIONS FOR CARD-NOT-PRESENT NETWORK TRANSACTIONS | KANAAN, TONY P | 3696 | §112 | Non-Final OA | 17d overdue | Pending | Jul 19, 2023 |
| 18153703 | UTILIZING A DEPOSIT TRANSACTION PREDICTOR MODEL TO DETERMINE FUTURE NETWORK TRANSACTIONS | SHARON, AYAL I | 3695 | §101 | Non-Final OA | 23d overdue | Pending | Jan 12, 2023 |
| 18153077 | EVENT FANNING PLATFORM FOR STREAMING NETWORK EVENT DATA TO CONSUMER APPLICATIONS | BULLOCK JR, LEWIS ALEXANDER | 2199 | §103 | Final Rejection | 91d overdue | Pending | Jan 11, 2023 |
| 18057874 | DYNAMICALLY EXECUTING DATA SOURCE AGNOSTIC DATA PIPELINE CONFIGURATIONS | RIGGINS, ARI FAITH COLEMA | 2197 | §101 | Final Rejection | 32d overdue | Pending | Nov 22, 2022 |
| 18052423 | PREVENTING DIGITAL FRAUD UTILIZING A FRAUD RISK TIERING SYSTEM FOR INITIAL AND ONGOING ASSESSMENT OF RISK | NGUYEN, TAN D | 3629 | §103 | Non-Final OA | 28d | Pending | Nov 03, 2022 |
| 17808910 | UTILIZING SELECTIVE TRANSFORMATION AND REPLACEMENT WITH HIGH-DIMENSIONALITY PROJECTION LAYERS TO IMPLEMENT NEURAL NETWORKS IN TABULAR DATA ENVIRONMENTS | BEAN, GRIFFIN TANNER | 2121 | §103 | Final Rejection | 5d overdue | Pending | Jun 24, 2022 |
| 17664776 | GRANTING PROVISIONAL CREDIT BASED ON A LIKELIHOOD OF APPROVAL SCORE GENERATED FROM A DISPUTE-EVALUATOR MACHINE-LEARNING MODEL | PARK, YONG S | 3694 | §101 | Final Rejection | 9d overdue | Pending | May 24, 2022 |
| 17590743 | DETECTING DIGITAL HARVESTING UTILIZING A DYNAMIC TRANSACTION REQUEST FRAUD DETECTION MODEL | STEVENSON, CHRISTINA C | 3698 | §103 | Non-Final OA | 29d overdue | Pending | Feb 01, 2022 |
| 17554795 | UTILIZING MACHINE LEARNING MODELS TO PREDICT CLIENT DISPOSITIONS AND GENERATE ADAPTIVE AUTOMATED INTERACTION RESPONSES | JUNG, ANDREW J | 2175 | §103 | Final Rejection | 44d overdue | Pending | Dec 17, 2021 |
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