Prosecution Insights
Prosecution Insights
24 pending office actions • 17 art units • 24 examiners • 0 of 24 (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. 13 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. 13 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 (8%) |
| §101 + other | 5 (21%) |
| §103 only | 12 (50%) |
| Double-patenting only | 1 (4%) |
| Multi-statute (no §101) | 4 (17%) |
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 |
|---|---|---|---|
| AGUIAR, JOHNNY B | 1 | 80.3% | +19.5% |
| ROCHE, JOHN B | 1 | 74.0% | -19.9% |
| CHEN, SHIN HON | 1 | 86.5% | +13.4% |
| ADESANYA, OLUJIMI A | 1 | 66.0% | +26.3% |
| LIEW, ALEX KOK SOON | 1 | 87.5% | +7.4% |
| NGUYEN, DUY KHUONG THANH | 1 | 81.7% | +34.4% |
| HURUY, FEVEN HABTEMARIAM | 1 | 66.7% | +50.0% |
| GUNDRY, STEPHEN T | 1 | 91.8% | +9.0% |
| CHAO, MICHAEL W | 1 | 70.1% | +40.5% |
| SESAY, HASSAN RAMADAN | 1 | — | — |
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 |
|---|---|---|---|
| 18766648 | Using Artificial Intelligence to Identify Anomalous Behavior in a Distributed Ledger | GUNDRY, STEPHEN T | 2d overdue |
| 18917745 | Image-Based Object Identification Scalability Improvement | LIEW, ALEX KOK SOON | — |
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 |
|---|---|---|---|
| 18389770 | PATCH GENERATION FOR FLAWS IN SOFTWARE | LUU, CUONG V | 59d overdue |
| 17976480 | UPDATING LABEL PROBABILITY DISTRIBUTIONS OF DATA POINTS | MARU, MATIYAS T | 50d overdue |
| 18486916 | Systems and Methods For Structured Bayesian Classification For Content Management | BHUYAN, MOHAMMAD SOLAIMAN | 17d overdue |
| 18520863 | Controlling the Use of Source Code for Training Artificial Intelligence (AI) Algorithms | GOORAY, MARK A | 1d overdue |
| 18182241 | Application Resource Tracking Between Load Cycles of an Application | LIN, KATHERINE Y | 7d |
| 19209463 | AUTOMATED NETWORK CONFIGURATION | AGUIAR, JOHNNY B | — |
| 18969260 | SENSITIVE INFORMATION DISCOVERY AND TEST COMPONENT CONFIGURATION | CHEN, SHIN HON | — |
| 18938543 | ENABLING CUSTOM WORD IDENTIFICATION IN SPEECH-TO-TEXT MODELS | ADESANYA, OLUJIMI A | — |
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 |
|---|---|---|---|
| 18757995 | THREAD-BASED MALWARE DETECTION | CHAO, MICHAEL W | 13d |
| 19209463 | AUTOMATED NETWORK CONFIGURATION | AGUIAR, JOHNNY B | — |
| 18969260 | SENSITIVE INFORMATION DISCOVERY AND TEST COMPONENT CONFIGURATION | CHEN, SHIN HON | — |
| 18938543 | ENABLING CUSTOM WORD IDENTIFICATION IN SPEECH-TO-TEXT MODELS | ADESANYA, OLUJIMI A | — |
| 18791540 | GENERATION OF USER INTERFACE TESTS FROM A VIDEO | NGUYEN, DUY KHUONG THANH | — |
| 18772069 | A System and Method for Using Artificial Intelligence (AI) to Recommend Solutions to Issues and Fix Issues in Source Code | HURUY, FEVEN HABTEMARIAM | — |
| Art Unit | Apps |
|---|---|
| 2492 | 3 |
| 2199 | 2 |
| 2658 | 1 |
| 2674 | 1 |
| 2191 | 1 |
| 2435 | 1 |
| 2491 | 1 |
| 2169 | 1 |
| 2192 | 1 |
| 2400 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19209463 | AUTOMATED NETWORK CONFIGURATION | AGUIAR, JOHNNY B | — | §102§103Other | Non-Final OA | — | Pending | May 15, 2025 |
| 19201684 | IDENTIFYING ANOMALOUS DEVICE CONFIGURATION | ROCHE, JOHN B | — | DP | Non-Final OA | — | Pending | May 07, 2025 |
| 18969260 | SENSITIVE INFORMATION DISCOVERY AND TEST COMPONENT CONFIGURATION | CHEN, SHIN HON | — | §103§112Other | Non-Final OA | — | Pending | Dec 05, 2024 |
| 18938543 | ENABLING CUSTOM WORD IDENTIFICATION IN SPEECH-TO-TEXT MODELS | ADESANYA, OLUJIMI A | 2658 | §101§102 | Non-Final OA | — | Pending | Nov 06, 2024 |
| 18917745 | Image-Based Object Identification Scalability Improvement | LIEW, ALEX KOK SOON | 2674 | §103 | Non-Final OA | — | Pending | Oct 16, 2024 |
| 18791540 | GENERATION OF USER INTERFACE TESTS FROM A VIDEO | NGUYEN, DUY KHUONG THANH | 2199 | §101§103 | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18772069 | A System and Method for Using Artificial Intelligence (AI) to Recommend Solutions to Issues and Fix Issues in Source Code | HURUY, FEVEN HABTEMARIAM | 2191 | §103§112 | Non-Final OA | — | Pending | Jul 12, 2024 |
| 18766648 | Using Artificial Intelligence to Identify Anomalous Behavior in a Distributed Ledger | GUNDRY, STEPHEN T | 2435 | §103 | Final Rejection | 2d overdue | Pending | Jul 09, 2024 |
| 18757995 | THREAD-BASED MALWARE DETECTION | CHAO, MICHAEL W | 2492 | §103 | Final Rejection | 13d | Pending | Jun 28, 2024 |
| 18604669 | License Analysis for Artificial Intelligence (AI) Generated Compositions | SESAY, HASSAN RAMADAN | — | §103 | Non-Final OA | — | Pending | Mar 14, 2024 |
| 18603035 | Identification of a Compromised Artificial Intelligence (AI) Algorithm | DESROSIERS, EVANS | 2491 | §103§112 | Non-Final OA | — | Pending | Mar 12, 2024 |
| 18419282 | SEARCH TABLE AND SEARCH JOB FOR SEARCH QUERY FOR WHICH MATCHING EVENTS ARE TO BE CONTINUALLY PROVIDED | ELIAS, EARL L | 2169 | §103 | Final Rejection | 26d overdue | Pending | Jan 22, 2024 |
| 18389770 | PATCH GENERATION FOR FLAWS IN SOFTWARE | LUU, CUONG V | 2192 | §101 | Final Rejection | 59d overdue | Pending | Dec 19, 2023 |
| 18533713 | Scanning of Training Code to Prevent Vulnerabilities in Artificial Intelligence (AI) Generated Source Code | LYNCH, SHARON S | 2400 | §103 | Final Rejection | 6d | Pending | Dec 08, 2023 |
| 18520863 | Controlling the Use of Source Code for Training Artificial Intelligence (AI) Algorithms | GOORAY, MARK A | 2199 | §101§103 | Final Rejection | 1d overdue | Pending | Nov 28, 2023 |
| 18486916 | Systems and Methods For Structured Bayesian Classification For Content Management | BHUYAN, MOHAMMAD SOLAIMAN | 2168 | §101§103 | Final Rejection | 17d overdue | Pending | Oct 13, 2023 |
| 18372775 | SECURITY ORCHESTRATION, AUTOMATION, AND RESPONSE (SOAR) PLAYBOOK GENERATION | DO, KHANG D | 2492 | §103 | Final Rejection | 9d | Pending | Sep 26, 2023 |
| 18191747 | Audit Chain for Encrypted Hashes | ABYANEH, ALI S | 2437 | §103 | Final Rejection | 14d | Pending | Mar 28, 2023 |
| 18182241 | Application Resource Tracking Between Load Cycles of an Application | LIN, KATHERINE Y | 2113 | §101 | Final Rejection | 7d | Pending | Mar 10, 2023 |
| 18149623 | Multi-Level Virtual Resource Authentication | XIE, EDGAR WANGSHU | 2433 | §103 | Final Rejection | — | Pending | Jan 03, 2023 |
| 17976480 | UPDATING LABEL PROBABILITY DISTRIBUTIONS OF DATA POINTS | MARU, MATIYAS T | 2148 | §101§103 | Non-Final OA | 50d overdue | Pending | Oct 28, 2022 |
| 17844580 | TYING ADDRESSES TO AUTHENTICATION PROCESSES | HOANG, HIEU T | 2449 | §103 | Non-Final OA | — | Pending | Jun 20, 2022 |
| 17716763 | USING AUTHENTICATION CREDENTIALS TO VALIDATE BLOCKCHAIN ADDITIONS | DHARIA, RUPAL | 2492 | §103 | Final Rejection | 51d overdue | Pending | Apr 08, 2022 |
| 17623851 | SCHEDULING VIRTUAL USERS BASED ON CURVE FITTING | RUTNAM, SAMUEL DILAN | 2471 | §103 | Non-Final OA | 71d overdue | Pending | Dec 29, 2021 |
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