Prosecution Insights
Prosecution Insights
14 pending office actions • 12 art units • 13 examiners • 0 of 14 (0%) have an AI response strategy ready • 38 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 14 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. 14 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 | 1 (7%) |
| §103 only | 10 (71%) |
| §102 only | 3 (21%) |
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 |
|---|---|---|---|
| JEON, JAE UK | 2 | 75.2% | +47.5% |
| JARRETT, SCOTT L | 1 | 52.1% | +48.1% |
| NAZAR, AHAMED I | 1 | 53.3% | +32.8% |
| AUGUSTINE, NICHOLAS | 1 | 73.2% | +27.9% |
| HUYNH, LINDA TANG | 1 | 36.6% | +31.8% |
| OBAID, FATEH M | 1 | 67.9% | +35.3% |
| PULLIAS, JESSE SCOTT | 1 | 83.0% | +12.7% |
| DAO, TUAN C. | 1 | 82.1% | +15.8% |
| LWIN, MAUNG T | 1 | 89.2% | +20.7% |
| ZHU, RICHARD Z | 1 | 69.3% | +15.5% |
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 |
|---|---|---|---|
| 18476466 | DETECTING FLAWED ACTIVITY NAMES FOR PROCESS MINING USING LARGE LANGUAGE MODELS | PULLIAS, JESSE SCOTT | 86d overdue |
| 18470137 | REAL-TIME BIDIRECTIONAL COMMUNICATION BETWEEN ROBOTIC PROCESS AUTOMATION (RPA) ROBOTS AND A WEB APPLICATION | DAO, TUAN C. | 8d |
| 18219134 | ARTIFICIAL INTELLIGENCE / MACHINE LEARNING MODEL TRAINING AND RECOMMENDATION ENGINE FOR ROBOTIC PROCESS AUTOMATION | LWIN, MAUNG T | 56d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18894422 | TRAINING AND USING ARTIFICIAL INTELLIGENCE (AI) / MACHINE LEARNING (ML) MODELS TO AUTOMATICALLY SUPPLEMENT AND/OR COMPLETE CODE OF ROBOTIC PROCESS AUTOMATION WORKFLOWS | JARRETT, SCOTT L | 10d 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 |
|---|---|---|---|
| 18476466 | DETECTING FLAWED ACTIVITY NAMES FOR PROCESS MINING USING LARGE LANGUAGE MODELS | PULLIAS, JESSE SCOTT | 86d overdue |
| 18410010 | ROBOTIC PROCESS AUTOMATION FOR DOCUMENT UNDERSTANDING THAT INTEGRATES GENERATIVE ARTIFICIAL INTELLIGENCE MODELS | AUGUSTINE, NICHOLAS | 32d overdue |
| 17974669 | SEMANTIC AUTOMATION BUILDER FOR ROBOTIC PROCESS AUTOMATION | ZHU, RICHARD Z | 22d overdue |
| 18894422 | TRAINING AND USING ARTIFICIAL INTELLIGENCE (AI) / MACHINE LEARNING (ML) MODELS TO AUTOMATICALLY SUPPLEMENT AND/OR COMPLETE CODE OF ROBOTIC PROCESS AUTOMATION WORKFLOWS | JARRETT, SCOTT L | 10d overdue |
| 18545420 | DESIGN TIME SMART ANALYZER AND RUNTIME SMART HANDLER FOR ROBOTIC PROCESS AUTOMATION | JEON, JAE UK | 4d overdue |
| 18543282 | DESIGN TIME SMART ANALYZER AND RUNTIME SMART HANDLER FOR ROBOTIC PROCESS AUTOMATION | JEON, JAE UK | 4d overdue |
| 18480710 | DIGITAL ASSISTANT USING ROBOTIC PROCESS AUTOMATION | OBAID, FATEH M | 6d |
| 18470137 | REAL-TIME BIDIRECTIONAL COMMUNICATION BETWEEN ROBOTIC PROCESS AUTOMATION (RPA) ROBOTS AND A WEB APPLICATION | DAO, TUAN C. | 8d |
| Art Unit | Apps |
|---|---|
| 2178 | 2 |
| 2193 | 2 |
| 3625 | 1 |
| 2172 | 1 |
| 3627 | 1 |
| 2655 | 1 |
| 2198 | 1 |
| 2495 | 1 |
| 2654 | 1 |
| 2194 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18894422 | TRAINING AND USING ARTIFICIAL INTELLIGENCE (AI) / MACHINE LEARNING (ML) MODELS TO AUTOMATICALLY SUPPLEMENT AND/OR COMPLETE CODE OF ROBOTIC PROCESS AUTOMATION WORKFLOWS | JARRETT, SCOTT L | 3625 | §101 | Non-Final OA | 10d overdue | Pending | Sep 24, 2024 |
| 18634414 | GENERATIVE ARTIFICIAL INTELLIGENCE INTEGRATED WITH USER INTERFACE ELEMENT DETECTION AND AUTOMATION INCLUDING CONTEXTUAL AWARENESS | NAZAR, AHAMED I | 2178 | §103 | Non-Final OA | 71d | Pending | Apr 12, 2024 |
| 18410010 | ROBOTIC PROCESS AUTOMATION FOR DOCUMENT UNDERSTANDING THAT INTEGRATES GENERATIVE ARTIFICIAL INTELLIGENCE MODELS | AUGUSTINE, NICHOLAS | 2178 | §103 | Non-Final OA | 32d overdue | Pending | Jan 11, 2024 |
| 18545420 | DESIGN TIME SMART ANALYZER AND RUNTIME SMART HANDLER FOR ROBOTIC PROCESS AUTOMATION | JEON, JAE UK | 2193 | §103 | Final Rejection | 4d overdue | Pending | Dec 19, 2023 |
| 18543282 | DESIGN TIME SMART ANALYZER AND RUNTIME SMART HANDLER FOR ROBOTIC PROCESS AUTOMATION | JEON, JAE UK | 2193 | §103 | Final Rejection | 4d overdue | Pending | Dec 18, 2023 |
| 18502223 | USER INTERFACE AUTOMATION USING ROBOTIC PROCESS AUTOMATIONS THAT DETECT USER INTERFACE ELEMENTS NOT VISIBLE ON A DISPLAY AND FILLS A FORM | HUYNH, LINDA TANG | 2172 | §103 | Non-Final OA | 16d | Pending | Nov 06, 2023 |
| 18480710 | DIGITAL ASSISTANT USING ROBOTIC PROCESS AUTOMATION | OBAID, FATEH M | 3627 | §102 | Non-Final OA | 6d | Pending | Oct 04, 2023 |
| 18476466 | DETECTING FLAWED ACTIVITY NAMES FOR PROCESS MINING USING LARGE LANGUAGE MODELS | PULLIAS, JESSE SCOTT | 2655 | §103 | Final Rejection | 86d overdue | Pending | Sep 28, 2023 |
| 18470137 | REAL-TIME BIDIRECTIONAL COMMUNICATION BETWEEN ROBOTIC PROCESS AUTOMATION (RPA) ROBOTS AND A WEB APPLICATION | DAO, TUAN C. | 2198 | §103 | Non-Final OA | 8d | Pending | Sep 19, 2023 |
| 18219134 | ARTIFICIAL INTELLIGENCE / MACHINE LEARNING MODEL TRAINING AND RECOMMENDATION ENGINE FOR ROBOTIC PROCESS AUTOMATION | LWIN, MAUNG T | 2495 | §102 | Final Rejection | 56d | Pending | Jul 07, 2023 |
| 17974669 | SEMANTIC AUTOMATION BUILDER FOR ROBOTIC PROCESS AUTOMATION | ZHU, RICHARD Z | 2654 | §103 | Non-Final OA | 22d overdue | Pending | Oct 27, 2022 |
| 18049276 | DETECTION OF VARIANTS OF AUTOMATABLE TASKS FOR ROBOTIC PROCESS AUTOMATION | AMIN, MUSTAFA A | 2194 | §103 | Non-Final OA | 20d | Pending | Oct 24, 2022 |
| 17693791 | GRAPHICAL ELEMENT DETECTION USING A COMBINATION OF USER INTERFACE DESCRIPTOR ATTRIBUTES FROM TWO OR MORE GRAPHICAL ELEMENT DETECTION TECHNIQUES | BLAUFELD, JUSTIN R | 2151 | §102 | Final Rejection | 86d | Pending | Mar 14, 2022 |
| 17518855 | BUILDING AND MANAGING ARTIFICIAL INTELLIGENCE FLOWS USING LONG-RUNNING WORKFLOWS FOR ROBOTIC PROCESS AUTOMATION | NAULT, VICTOR ADELARD | 2124 | §103 | Final Rejection | 12d | Pending | Nov 04, 2021 |
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