Prosecution Insights
Prosecution Insights
28 pending office actions • 21 art units • 28 examiners • 0 of 28 (0%) have an AI response strategy ready • 60 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 28 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. 28 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 (7%) |
| §103 only | 26 (93%) |
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 |
|---|---|---|---|
| ALI, AFAQ | 1 | 90.2% | +12.0% |
| BOYD, MALA DENAE | 1 | — | — |
| GUNDRY, STEPHEN T | 1 | 91.8% | +8.9% |
| CHAO, MICHAEL W | 1 | 70.0% | +40.6% |
| WANG, RONGFA PHILIP | 1 | 84.6% | +6.4% |
| BOURZIK, BRAHIM | 1 | 65.3% | +44.5% |
| ELIAS, EARL L | 1 | 57.8% | +21.1% |
| LUU, CUONG V | 1 | 71.8% | +36.8% |
| REYNOLDS, DEBORAH J | 1 | 66.9% | +13.6% |
| GOORAY, MARK A | 1 | 76.3% | +62.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18769346 | Reviewing Artificial Intelligence (AI) Prompts and Outputs to Identify Malicious Behavior | ALI, AFAQ | 30d overdue |
| 18596371 | Java-Based Application Inventory Discovery | WANG, RONGFA PHILIP | 17d overdue |
| 18766648 | Using Artificial Intelligence to Identify Anomalous Behavior in a Distributed Ledger | GUNDRY, STEPHEN T | 2d overdue |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18389770 | PATCH GENERATION FOR FLAWS IN SOFTWARE | LUU, CUONG V | 59d overdue |
| 18182241 | Application Resource Tracking Between Load Cycles of an Application | LIN, KATHERINE Y | 7d |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18389770 | PATCH GENERATION FOR FLAWS IN SOFTWARE | LUU, CUONG V | 59d overdue |
| 18769346 | Reviewing Artificial Intelligence (AI) Prompts and Outputs to Identify Malicious Behavior | ALI, AFAQ | 30d overdue |
| 18419282 | SEARCH TABLE AND SEARCH JOB FOR SEARCH QUERY FOR WHICH MATCHING EVENTS ARE TO BE CONTINUALLY PROVIDED | ELIAS, EARL L | 26d overdue |
| 18591719 | Using Artificial Intelligence (AI) Algorithms to Identify Input that Produces Issues in AI Generated Source Code | BOURZIK, BRAHIM | 3d overdue |
| 18520863 | Controlling the Use of Source Code for Training Artificial Intelligence (AI) Algorithms | GOORAY, MARK A | 1d overdue |
| 18533713 | Scanning of Training Code to Prevent Vulnerabilities in Artificial Intelligence (AI) Generated Source Code | REYNOLDS, DEBORAH J | 6d |
| 18757995 | THREAD-BASED MALWARE DETECTION | CHAO, MICHAEL W | 13d |
| Art Unit | Apps |
|---|---|
| 2492 | 4 |
| 2435 | 2 |
| 2199 | 2 |
| 2191 | 2 |
| 2431 | 2 |
| 2434 | 1 |
| 2497 | 1 |
| 2169 | 1 |
| 2192 | 1 |
| 2400 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18769346 | Reviewing Artificial Intelligence (AI) Prompts and Outputs to Identify Malicious Behavior | ALI, AFAQ | 2434 | §103 | Non-Final OA | 30d overdue | Pending | Jul 10, 2024 |
| 18768981 | Enhanced Real-Time Supply Chain Analysis | BOYD, MALA DENAE | 2497 | §103 | Non-Final OA | 4d overdue | Pending | Jul 10, 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 |
| 18596371 | Java-Based Application Inventory Discovery | WANG, RONGFA PHILIP | 2199 | §103 | Non-Final OA | 17d overdue | Pending | Mar 05, 2024 |
| 18591719 | Using Artificial Intelligence (AI) Algorithms to Identify Input that Produces Issues in AI Generated Source Code | BOURZIK, BRAHIM | 2191 | §103 | Non-Final OA | 3d overdue | Pending | Feb 29, 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 | Non-Final OA | 59d overdue | Pending | Dec 19, 2023 |
| 18533713 | Scanning of Training Code to Prevent Vulnerabilities in Artificial Intelligence (AI) Generated Source Code | REYNOLDS, DEBORAH J | 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 | §103 | Final Rejection | 1d overdue | Pending | Nov 28, 2023 |
| 18520551 | GLOBAL SIGNAL ANALYTICS | ABDULLAH, SAAD AHMAD | 2431 | §103 | Non-Final OA | 59d overdue | Pending | Nov 27, 2023 |
| 18486916 | Systems and Methods For Structured Bayesian Classification For Content Management | BHUYAN, MOHAMMAD SOLAIMAN | 2168 | §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 |
| 18457981 | ESTABLISHING SECURE SESSION VIA PROXY DEVICE | ALMAMUN, ABDULLAH | 2431 | §103 | Final Rejection | 45d overdue | Pending | Aug 29, 2023 |
| 18214243 | SECURE HASHING SERVER | DESROSIERS, EVANS | 2491 | §103 | Non-Final OA | 6d | Pending | Jun 26, 2023 |
| 18336364 | DETECTION OF MALICIOUS SOFTWARE PACKAGES USING MACHINE LEARNING ON CODE AND COMMUNITY DATA | ALMEIDA, DEVIN E | 2492 | §103 | Non-Final OA | 26d overdue | Pending | Jun 16, 2023 |
| 18210649 | AUTHORIZATION OF USE OF CRYPTOGRAPHIC KEYS | LOZA, JANICE JOMARIE | 3698 | §103 | Final Rejection | 34d | Pending | Jun 15, 2023 |
| 18305990 | Sandboxing Databases | WU, DAXIN | 2191 | §103 | Non-Final OA | 30d overdue | Pending | Apr 24, 2023 |
| 18131041 | CLIENT-SIDE COMPOSITION ANALYSIS | GELAGAY, SHEWAYE | 2436 | §103 | Non-Final OA | 45d overdue | Pending | Apr 05, 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 |
| 18098582 | LEARNING BASED IDENTIFICATION OF VULNERABLE FUNCTIONS IN RELATION TO COMMON VULNERABILITIES AND EXPOSURES (CVE) | FARAMARZI, GITA | 2496 | §103 | Non-Final OA | 14d | Pending | Jan 18, 2023 |
| 17976480 | UPDATING LABEL PROBABILITY DISTRIBUTIONS OF DATA POINTS | MARU, MATIYAS T | 2148 | §103 | Non-Final OA | 50d overdue | Pending | Oct 28, 2022 |
| 17744413 | DYNAMIC SELF-CHECK | KIM, HEE SOO | 2443 | §103 | Non-Final OA | 71d overdue | Pending | May 13, 2022 |
| 17719031 | SYSTEMS AND METHODS FOR NEAR REAL-TIME RISK SCORE GENERATION | NAHAR, SAYEDA S | 2435 | §103 | Non-Final OA | 128d overdue | Pending | Apr 12, 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 |
| 17201726 | SYSTEMS AND METHODS OF GENERATING VIDEO MATERIAL | HOPE, DARRIN | 2178 | §103 | Final Rejection | 58d overdue | Pending | Mar 15, 2021 |
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