Prosecution Insights
Prosecution Insights
18 pending office actions • 16 art units • 18 examiners • 0 of 18 (0%) have an AI response strategy ready • 45 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 5 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. 5 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 | 2 (11%) |
| §101 + other | 7 (39%) |
| §103 only | 7 (39%) |
| §112 only | 1 (6%) |
| Multi-statute (no §101) | 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 |
|---|---|---|---|
| HASBROUCK, MERRITT J | 1 | 10.1% | +7.5% |
| SYED, FARHAN M | 1 | 75.1% | +23.2% |
| MACILWINEN, JOHN MOORE JAIN | 1 | 67.6% | +28.0% |
| QAYYUM, ZESHAN | 1 | 40.4% | +31.3% |
| SMITH, LINDSEY B | 1 | 51.3% | +54.2% |
| TRUONG, THONG P | 1 | 82.4% | +15.1% |
| LONG, EDWARD X | 1 | 73.5% | +46.9% |
| BOSWELL, BETH V | 1 | 9.4% | -2.9% |
| WARDEN, MICHAEL J | 1 | 25.2% | +23.1% |
| LIU, CHIA-YI | 1 | 26.9% | +21.5% |
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 |
|---|---|---|---|
| 17985732 | FRAUD DETECTION USING REAL-TIME AND BATCH FEATURES | BUI, TOAN D. | 8d |
| 18679354 | DETECTING FRAUDULENT DATA RECORDS WITH CONTRASTIVE LEARNING SEQUENCE MODELS | WARDEN, MICHAEL J | 70d |
| 19205285 | MACHINE LEARNING FOR FRAUD TOLERANCE | HASBROUCK, MERRITT J | — |
| 18988707 | SERVICE-AGNOSTIC POLICY ENFORCEMENT CONTROL ENGINE | QAYYUM, ZESHAN | — |
| 18758325 | SYSTEMS AND METHODS FOR SMART VERIFICATION | TRUONG, THONG P | — |
| 18736061 | PRODUCT DISTRIBUTION GROWTH | BOSWELL, BETH V | — |
| 18654646 | ASSET MANAGEMENT SYSTEM IN A DISTRIBUTED ASSETS MANAGEMENT PLATFORM | LIU, CHIA-YI | — |
| 18526945 | PAYMENT MANDATES FOR MERCHANT INITIATED TRANSACTIONS | CHISM, STEVEN R | — |
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 |
|---|---|---|---|
| 19076579 | METHODS AND SYSTEMS FOR AUTHORIZATION RATE GRADUAL DEGRADATION DETECTION | SYED, FARHAN M | 35d overdue |
| 18679354 | DETECTING FRAUDULENT DATA RECORDS WITH CONTRASTIVE LEARNING SEQUENCE MODELS | WARDEN, MICHAEL J | 70d |
| 19006006 | PROCESSING SYSTEMS FOR A NETWORK | MACILWINEN, JOHN MOORE JAIN | — |
| 18988707 | SERVICE-AGNOSTIC POLICY ENFORCEMENT CONTROL ENGINE | QAYYUM, ZESHAN | — |
| 18893826 | SYSTEMS AND METHODS FOR A COMMERCE PLATFORM COORDINATING TRANSACTIONS WITHIN THIRD PARTY APPLICATIONS | SMITH, LINDSEY B | — |
| 18758325 | SYSTEMS AND METHODS FOR SMART VERIFICATION | TRUONG, THONG P | — |
| 18747680 | SYSTEMS AND METHODS FOR SECURE PROVENANCE OF TRANSACTION DATA WITH DIGITAL SIGNATURE | LONG, EDWARD X | — |
| 18654646 | ASSET MANAGEMENT SYSTEM IN A DISTRIBUTED ASSETS MANAGEMENT PLATFORM | LIU, CHIA-YI | — |
| Art Unit | Apps |
|---|---|
| 3697 | 2 |
| 3692 | 2 |
| 3695 | 1 |
| 2161 | 1 |
| 2454 | 1 |
| 3688 | 1 |
| 2433 | 1 |
| 2439 | 1 |
| 3625 | 1 |
| 3694 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19205285 | MACHINE LEARNING FOR FRAUD TOLERANCE | HASBROUCK, MERRITT J | 3695 | §101§103§112Other | Non-Final OA | — | Pending | May 12, 2025 |
| 19076579 | METHODS AND SYSTEMS FOR AUTHORIZATION RATE GRADUAL DEGRADATION DETECTION | SYED, FARHAN M | 2161 | §103 | Final Rejection | 35d overdue | Pending | Mar 11, 2025 |
| 19006006 | PROCESSING SYSTEMS FOR A NETWORK | MACILWINEN, JOHN MOORE JAIN | 2454 | §103 | Final Rejection | — | Pending | Dec 30, 2024 |
| 18988707 | SERVICE-AGNOSTIC POLICY ENFORCEMENT CONTROL ENGINE | QAYYUM, ZESHAN | 3697 | §101§112 | Final Rejection | — | Pending | Dec 19, 2024 |
| 18893826 | SYSTEMS AND METHODS FOR A COMMERCE PLATFORM COORDINATING TRANSACTIONS WITHIN THIRD PARTY APPLICATIONS | SMITH, LINDSEY B | 3688 | §103 | Final Rejection | — | Pending | Sep 23, 2024 |
| 18758325 | SYSTEMS AND METHODS FOR SMART VERIFICATION | TRUONG, THONG P | 2433 | §102§103 | Final Rejection | — | Pending | Jun 28, 2024 |
| 18747680 | SYSTEMS AND METHODS FOR SECURE PROVENANCE OF TRANSACTION DATA WITH DIGITAL SIGNATURE | LONG, EDWARD X | 2439 | §103 | Final Rejection | — | Pending | Jun 19, 2024 |
| 18736061 | PRODUCT DISTRIBUTION GROWTH | BOSWELL, BETH V | 3625 | §101§103§112 | Final Rejection | — | Pending | Jun 06, 2024 |
| 18679354 | DETECTING FRAUDULENT DATA RECORDS WITH CONTRASTIVE LEARNING SEQUENCE MODELS | WARDEN, MICHAEL J | 3694 | §112 | Non-Final OA | 70d | Pending | May 30, 2024 |
| 18654646 | ASSET MANAGEMENT SYSTEM IN A DISTRIBUTED ASSETS MANAGEMENT PLATFORM | LIU, CHIA-YI | 3692 | §101§102§103 | Non-Final OA | — | Pending | May 03, 2024 |
| 18647229 | SYSTEMS AND METHODS FOR SIMULATING RANGE QUERIES IN A KEY/VALUE STORE | CHEUNG, HUBERT G | 2152 | §103 | Final Rejection | 27d | Pending | Apr 26, 2024 |
| 18526945 | PAYMENT MANDATES FOR MERCHANT INITIATED TRANSACTIONS | CHISM, STEVEN R | 3692 | §101§103 | Final Rejection | — | Pending | Dec 01, 2023 |
| 18217096 | SYSTEMS AND METHODS FOR MODELING AND ANALYSIS OF INFRASTRUCTURE SERVICES PROVIDED BY CLOUD SERVICES PROVIDER SYSTEMS | ROTARU, OCTAVIAN | 3624 | §101§102§103 | Final Rejection | — | Pending | Jun 30, 2023 |
| 18108385 | COMPUTER MODELING FOR FRAUD DETECTION IN BLOCKCHAIN-BASED TRANSACTIONS | JIMENEZ, JUSTIN ABEL | 3697 | §103 | Final Rejection | — | Pending | Feb 10, 2023 |
| 18108379 | BLOCKCHAIN-BASED SUBSCRIPTION MODEL | IDIAKE, VINCENT I | 3698 | §103 | Non-Final OA | 33d | Pending | Feb 10, 2023 |
| 18086387 | SYSTEMS AND METHODS FOR MERCHANT LEVEL FRAUD DETECTION BASED IN PART ON MERCHANT COHORT CLUSTERING | SENSENIG, SHAUN D | 3629 | §101Other | Final Rejection | — | Pending | Dec 21, 2022 |
| 17985732 | FRAUD DETECTION USING REAL-TIME AND BATCH FEATURES | BUI, TOAN D. | 3693 | §101§103 | Final Rejection | 8d | Pending | Nov 11, 2022 |
| 17689738 | EVENT-DRIVEN ARCHITECTURE FOR SCHEDULING ELECTRONIC TRANSFERS | WEINER, ARIELLE E | 3689 | §101 | Non-Final OA | — | Pending | Mar 08, 2022 |
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