Prosecution Insights
Prosecution Insights
13 pending office actions • 12 art units • 13 examiners • 0 of 13 (0%) have an AI response strategy ready • 26 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 4 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. 4 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 | 3 (23%) |
| §101 + other | 2 (15%) |
| §103 only | 4 (31%) |
| Double-patenting only | 1 (8%) |
| Multi-statute (no §101) | 3 (23%) |
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 |
|---|---|---|---|
| LEE, TAMMY EUNHYE | 1 | 83.8% | +31.1% |
| DANG, CHRISTINE | 1 | 48.9% | +50.5% |
| WOO, ANDREW M | 1 | 82.6% | +44.4% |
| FARROKH, HASHEM | 1 | 89.2% | +2.2% |
| CARNES, THOMAS A | 1 | 69.5% | +69.9% |
| BUI, HANH THI MINH | 1 | 80.0% | +64.4% |
| HAILU, TADESSE | 1 | 77.9% | +3.9% |
| RUSS, COREY V | 1 | 26.3% | +40.8% |
| WONG, HUEN | 1 | 59.4% | +46.0% |
| PITARO, RYAN F | 1 | 73.6% | +15.7% |
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 |
|---|---|---|---|
| 19453711 | ARTIFICIAL-INTELLIGENCE-AUGMENTED PROVISIONING OF COMPUTING RESOURCES | LEE, TAMMY EUNHYE | — |
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 |
|---|---|---|---|
| 18592271 | USING LARGE LANGUAGE MODEL AGENTS FOR ROBUST AND PERFORMANT USER INTERFACE AUTOMATION | HAILU, TADESSE | 11d overdue |
| 19092042 | EMAIL BASED TASK MANAGEMENT SYSTEM | WOO, ANDREW M | — |
| 19046097 | MEMORY EFFICIENT MULTI-VERSIONED CONCURRENCY FOR A HYPERCUBE MEMORY CACHE USING VIRTUAL TUPLES | FARROKH, HASHEM | — |
| 18931143 | DYNAMIC SECURITY EVENTS FRAMEWORK FOR ADAPTIVE AUTHENTICATION | CARNES, THOMAS A | — |
| 18679133 | SYSTEMS AND METHODS FOR AUTOMATED SOFTWARE TESTING | BUI, HANH THI MINH | — |
| 18414878 | SYSTEM AND METHOD FOR CREATING AND USING A NEW DATA LAYER | RUSS, COREY V | — |
| 18508460 | TECHNIQUES TO IMPROVE QUERY PERFORMANCE USING DYNAMIC FILTERING BASED ON LEFT-JOIN AGGREGATION PATTERN | WONG, HUEN | — |
| 17584749 | FORECASTING TIME-SERIES DATA USING ENSEMBLE LEARNING | SHALU, ZELALEM W | — |
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 |
|---|---|---|---|
| 19223937 | SYSTEM AND METHOD FOR DYNAMICALLY RETRIEVING AN ATTRIBUTE VALUE OF AN IDENTITY CLAIM FROM AN ISSUING PARTY USING A DIGITALLY SIGNED ACCESS TOKEN | DANG, CHRISTINE | 15d overdue |
| 19453711 | ARTIFICIAL-INTELLIGENCE-AUGMENTED PROVISIONING OF COMPUTING RESOURCES | LEE, TAMMY EUNHYE | — |
| 19092042 | EMAIL BASED TASK MANAGEMENT SYSTEM | WOO, ANDREW M | — |
| 18931143 | DYNAMIC SECURITY EVENTS FRAMEWORK FOR ADAPTIVE AUTHENTICATION | CARNES, THOMAS A | — |
| 18679133 | SYSTEMS AND METHODS FOR AUTOMATED SOFTWARE TESTING | BUI, HANH THI MINH | — |
| 18414878 | SYSTEM AND METHOD FOR CREATING AND USING A NEW DATA LAYER | RUSS, COREY V | — |
| 18508460 | TECHNIQUES TO IMPROVE QUERY PERFORMANCE USING DYNAMIC FILTERING BASED ON LEFT-JOIN AGGREGATION PATTERN | WONG, HUEN | — |
| 18365163 | AUTOMATED USER EXPERIENCE (UX) ANALYTICS FRAMEWORK | PITARO, RYAN F | — |
| Art Unit | Apps |
|---|---|
| 2195 | 1 |
| 3698 | 1 |
| 2138 | 1 |
| 2436 | 1 |
| 2192 | 1 |
| 2174 | 1 |
| 3629 | 1 |
| 2168 | 1 |
| 2188 | 1 |
| 2166 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19453711 | ARTIFICIAL-INTELLIGENCE-AUGMENTED PROVISIONING OF COMPUTING RESOURCES | LEE, TAMMY EUNHYE | 2195 | DP | Final Rejection | — | Pending | Jan 20, 2026 |
| 19223937 | SYSTEM AND METHOD FOR DYNAMICALLY RETRIEVING AN ATTRIBUTE VALUE OF AN IDENTITY CLAIM FROM AN ISSUING PARTY USING A DIGITALLY SIGNED ACCESS TOKEN | DANG, CHRISTINE | 3698 | §103Other | Final Rejection | 15d overdue | Pending | May 30, 2025 |
| 19092042 | EMAIL BASED TASK MANAGEMENT SYSTEM | WOO, ANDREW M | — | §101Other | Non-Final OA | — | Pending | Mar 27, 2025 |
| 19046097 | MEMORY EFFICIENT MULTI-VERSIONED CONCURRENCY FOR A HYPERCUBE MEMORY CACHE USING VIRTUAL TUPLES | FARROKH, HASHEM | 2138 | §101 | Non-Final OA | — | Pending | Feb 05, 2025 |
| 18931143 | DYNAMIC SECURITY EVENTS FRAMEWORK FOR ADAPTIVE AUTHENTICATION | CARNES, THOMAS A | 2436 | §103§112 | Final Rejection | — | Pending | Oct 30, 2024 |
| 18679133 | SYSTEMS AND METHODS FOR AUTOMATED SOFTWARE TESTING | BUI, HANH THI MINH | 2192 | §101 | Non-Final OA | — | Pending | May 30, 2024 |
| 18592271 | USING LARGE LANGUAGE MODEL AGENTS FOR ROBUST AND PERFORMANT USER INTERFACE AUTOMATION | HAILU, TADESSE | 2174 | §102§103 | Final Rejection | 11d overdue | Pending | Feb 29, 2024 |
| 18414878 | SYSTEM AND METHOD FOR CREATING AND USING A NEW DATA LAYER | RUSS, COREY V | 3629 | §101§103 | Final Rejection | — | Pending | Jan 17, 2024 |
| 18508460 | TECHNIQUES TO IMPROVE QUERY PERFORMANCE USING DYNAMIC FILTERING BASED ON LEFT-JOIN AGGREGATION PATTERN | WONG, HUEN | 2168 | §103§112 | Final Rejection | — | Pending | Nov 14, 2023 |
| 18365163 | AUTOMATED USER EXPERIENCE (UX) ANALYTICS FRAMEWORK | PITARO, RYAN F | 2188 | §103 | Final Rejection | — | Pending | Aug 03, 2023 |
| 17821640 | PERSONALIZED QUESTION ANSWERING USING SEMANTIC CACHING | PHAM, KHANH B | 2166 | §103 | Final Rejection | 3d overdue | Pending | Aug 23, 2022 |
| 17584749 | FORECASTING TIME-SERIES DATA USING ENSEMBLE LEARNING | SHALU, ZELALEM W | 2145 | §101§103 | Final Rejection | — | Pending | Jan 26, 2022 |
| 16405816 | FALSE POSITIVE DETECTION FOR ANOMALY DETECTION | MARI VALCARCEL, FERNANDO MARIANO | 2159 | §103 | Final Rejection | 29d overdue | Pending | May 07, 2019 |
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