Prosecution Insights
Prosecution Insights
5 pending office actions • 5 art units • 5 examiners • 0 of 5 (0%) have an AI response strategy ready • 10 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 |
|---|---|
| §103 only | 4 (80%) |
| No statute on record | 1 (20%) |
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 |
|---|---|---|---|
| ZHANG, LESHUI | 1 | 77.7% | +35.5% |
| UNG, LANNY N | 1 | 71.3% | +25.4% |
| FARAMARZI, GITA | 1 | 52.6% | +19.1% |
| BAKHIT, CHRISTIAN MAMDOUH | 1 | 90.0% | +33.3% |
| PHAM, TOAN NGOC | 1 | 86.4% | +12.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18139092 | EMULATED NETWORK ENVIRONMENT GENERATION METHODS AND SYSTEMS FOR CYBERWARFARE TRAINING REALISM | BAKHIT, CHRISTIAN MAMDOUH | 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 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18139097 | MACHINE LEARNING TECHNIQUES FOR AUTOMATING CYBERWARFARE TRAINING SCENARIOS | FARAMARZI, GITA | 9d overdue |
| 18656113 | COMPUTING SYSTEM, METHOD, AND MEDIUM FOR PROCESSING CUSTOMER INQUIRIES USING SPEECH-TO-TEXT, LANGUAGE MODEL ANALYSIS, AND TEXT-TO-SPEECH SERVICES | ZHANG, LESHUI | 13d |
| 18416793 | CLOUD INFRASTRUCTURE-AS-CODE METHODS AND SYSTEMS FOR IMPROVING ACCESS AND VISIBILITY OF USERS ACROSS DIFFERENT FUNCTIONAL GROUPS | UNG, LANNY N | 21d |
| 18139092 | EMULATED NETWORK ENVIRONMENT GENERATION METHODS AND SYSTEMS FOR CYBERWARFARE TRAINING REALISM | BAKHIT, CHRISTIAN MAMDOUH | 22d |
| 17827326 | AVAILABLE PARKING SPACE DISPATCH | PHAM, TOAN NGOC | 36d |
| Art Unit | Apps |
|---|---|
| 2695 | 1 |
| 2197 | 1 |
| 2496 | 1 |
| 2199 | 1 |
| 2685 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18656113 | COMPUTING SYSTEM, METHOD, AND MEDIUM FOR PROCESSING CUSTOMER INQUIRIES USING SPEECH-TO-TEXT, LANGUAGE MODEL ANALYSIS, AND TEXT-TO-SPEECH SERVICES | ZHANG, LESHUI | 2695 | §103 | Final Rejection | 13d | Pending | May 06, 2024 |
| 18416793 | CLOUD INFRASTRUCTURE-AS-CODE METHODS AND SYSTEMS FOR IMPROVING ACCESS AND VISIBILITY OF USERS ACROSS DIFFERENT FUNCTIONAL GROUPS | UNG, LANNY N | 2197 | §103 | Non-Final OA | 21d | Pending | Jan 18, 2024 |
| 18139097 | MACHINE LEARNING TECHNIQUES FOR AUTOMATING CYBERWARFARE TRAINING SCENARIOS | FARAMARZI, GITA | 2496 | §103 | Final Rejection | 9d overdue | Pending | Apr 25, 2023 |
| 18139092 | EMULATED NETWORK ENVIRONMENT GENERATION METHODS AND SYSTEMS FOR CYBERWARFARE TRAINING REALISM | BAKHIT, CHRISTIAN MAMDOUH | 2199 | §103 | Non-Final OA | 22d | Pending | Apr 25, 2023 |
| 17827326 | AVAILABLE PARKING SPACE DISPATCH | PHAM, TOAN NGOC | 2685 | Other | Final Rejection | 36d | Pending | May 27, 2022 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial