Prosecution Insights
Prosecution Insights
16 pending office actions • 1 client • 16 examiners • 10 art units • 0 of 16 (0%) have an AI response strategy ready • 48 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 3 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. 3 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 | 4 (25%) |
| §103 only | 9 (56%) |
| Double-patenting only | 2 (12%) |
| No statute on record | 1 (6%) |
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 |
|---|---|---|---|
| HOLLY, JOHN H | 1 | 53.2% | +30.5% |
| OBAID, FATEH M | 1 | 67.8% | +35.6% |
| YEN, ERIC L | 1 | 85.1% | +11.7% |
| PULLIAS, JESSE SCOTT | 1 | 82.6% | +12.7% |
| MUELLER, PAUL JOSEPH | 1 | 77.4% | +31.5% |
| WOOD, WILLIAM H | 1 | 73.0% | -1.4% |
| WALDRON, SCOTT A | 1 | 81.4% | +29.7% |
| HAN, BYUNGKWON | 1 | 0.0% | +0.0% |
| CHEN, KUANG FU | 1 | 79.8% | +68.3% |
| CHEIN, ALLEN C | 1 | 44.3% | +40.0% |
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 |
|---|---|---|---|
| 18789839 | MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY IDENTIFYING AND EXTRACTING TRANSACTIONS FROM WEBPAGES | PULLIAS, JESSE SCOTT | 28d |
| 18902284 | CONVERSATIONAL USER INTERFACES BASED ON KNOWLEDGE GRAPHS | YEN, ERIC L | — |
| 18591646 | DYNAMICALLY GENERATING A REUSABLE PROCESS MODEL OBJECT FOR A WORKFLOW INCLUDING MULTIPLE CONDITIONS AND MULTIPLE ACTIONS | WALDRON, SCOTT A | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18914991 | VOICE ENABLED CONTENT TRACKER | OBAID, FATEH M | — |
| 18413589 | USING A RECURRENT NEURAL NETWORK AND A CLASSIFICATION MACHINE LEARNING MODEL TO PREDICT ACTIONS IN SOFTWARE APPLICATIONS | HAN, BYUNGKWON | — |
| 18520693 | MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY PREDICTING A CLASSIFICATION FOR TRANSACTIONS BASED ON INDUSTRY NAME EMBEDDINGS | OJIAKU, CHIKAODINAKA | — |
| 18480308 | DYNAMICALLY TARGETED NETWORK INVITATIONS | WEBB III, JAMES L | — |
| 16912843 | MINIMIZING REGRET THROUGH ACTIVE LEARNING FOR TRANSACTION CATEGORIZATION | MOORE, REVA R | — |
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 |
|---|---|---|---|
| 18758291 | TEXT CLASSIFICATION WITH WEIGHTED EMBEDDINGS | MUELLER, PAUL JOSEPH | 6d |
| 18789839 | MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY IDENTIFYING AND EXTRACTING TRANSACTIONS FROM WEBPAGES | PULLIAS, JESSE SCOTT | 28d |
| 19276221 | ARTIFICIAL INTELLIGENCE BASED APPROACH FOR SUPPLEMENTING AN EXPLANATION of a result determined by A software application | HOLLY, JOHN H | — |
| 18914991 | VOICE ENABLED CONTENT TRACKER | OBAID, FATEH M | — |
| 18902284 | CONVERSATIONAL USER INTERFACES BASED ON KNOWLEDGE GRAPHS | YEN, ERIC L | — |
| 18591646 | DYNAMICALLY GENERATING A REUSABLE PROCESS MODEL OBJECT FOR A WORKFLOW INCLUDING MULTIPLE CONDITIONS AND MULTIPLE ACTIONS | WALDRON, SCOTT A | — |
| 18402330 | IMAGE TEMPLATE-BASED AR FORM EXPERIENCES | CHEN, KUANG FU | — |
| 18391919 | DECISION MODEL COMPRESSION FOR EFFICIENT PROCESSING AND STORAGE OF MULTI-CONDITION WORKFLOWS | CHEIN, ALLEN C | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Intuit | 16 |
| Art Unit | Apps |
|---|---|
| 3627 | 2 |
| 2655 | 1 |
| 2657 | 1 |
| 3992 | 1 |
| 2152 | 1 |
| 2143 | 1 |
| 3696 | 1 |
| 3699 | 1 |
| 3624 | 1 |
| 2147 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19276221 | ARTIFICIAL INTELLIGENCE BASED APPROACH FOR SUPPLEMENTING AN EXPLANATION of a result determined by A software application | Intuit Inc. | HOLLY, JOHN H | DP | Non-Final OA | — | Pending | Jul 22, 2025 | |
| 18914991 | VOICE ENABLED CONTENT TRACKER | Intuit Inc. | OBAID, FATEH M | §101 | Non-Final OA | — | Pending | Oct 14, 2024 | |
| 18902284 | CONVERSATIONAL USER INTERFACES BASED ON KNOWLEDGE GRAPHS | Intuit Inc. | YEN, ERIC L | DP | Non-Final OA | — | Pending | Sep 30, 2024 | |
| 18789839 | MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY IDENTIFYING AND EXTRACTING TRANSACTIONS FROM WEBPAGES | Intuit Inc. | PULLIAS, JESSE SCOTT | 2655 | §103 | Final Rejection | 28d | Pending | Jul 31, 2024 |
| 18758291 | TEXT CLASSIFICATION WITH WEIGHTED EMBEDDINGS | Intuit Inc. | MUELLER, PAUL JOSEPH | 2657 | §103 | Non-Final OA | 6d | Pending | Jun 28, 2024 |
| 18622484 | AUTOMATION TOOL FOR MANAGING RESOURCES ACROSS COMPUTING ENVIRONMENTS | Intuit Inc. | WOOD, WILLIAM H | 3992 | §103 | Final Rejection | — | Pending | Mar 29, 2024 |
| 18591646 | DYNAMICALLY GENERATING A REUSABLE PROCESS MODEL OBJECT FOR A WORKFLOW INCLUDING MULTIPLE CONDITIONS AND MULTIPLE ACTIONS | Intuit Inc. | WALDRON, SCOTT A | 2152 | §103 | Non-Final OA | — | Pending | Feb 29, 2024 |
| 18413589 | USING A RECURRENT NEURAL NETWORK AND A CLASSIFICATION MACHINE LEARNING MODEL TO PREDICT ACTIONS IN SOFTWARE APPLICATIONS | Intuit Inc. | HAN, BYUNGKWON | §103 | Non-Final OA | — | Pending | Jan 16, 2024 | |
| 18402330 | IMAGE TEMPLATE-BASED AR FORM EXPERIENCES | Intuit Inc. | CHEN, KUANG FU | 2143 | §103 | Final Rejection | — | Pending | Jan 02, 2024 |
| 18391919 | DECISION MODEL COMPRESSION FOR EFFICIENT PROCESSING AND STORAGE OF MULTI-CONDITION WORKFLOWS | Intuit Inc. | CHEIN, ALLEN C | 3627 | Other | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18525225 | VECTOR EMBEDDING PREPROCESSING AND RETRIEVAL FOR GENERATIVE MODELS | Intuit Inc. | SCHNEE, HAL W | §103 | Non-Final OA | — | Pending | Nov 30, 2023 | |
| 18520693 | MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY PREDICTING A CLASSIFICATION FOR TRANSACTIONS BASED ON INDUSTRY NAME EMBEDDINGS | Intuit Inc. | OJIAKU, CHIKAODINAKA | 3696 | §101 | Non-Final OA | — | Pending | Nov 28, 2023 |
| 18498398 | TOKEN BASED APPROACH FOR PROVIDING CERTIFIED REVIEWS ON THIRD-PARTY REVIEW SERVICES | Intuit Inc. | PHAN, NICHOLAS K | 3699 | §103 | Non-Final OA | 16d | Pending | Oct 31, 2023 |
| 18480308 | DYNAMICALLY TARGETED NETWORK INVITATIONS | Intuit Inc. | WEBB III, JAMES L | 3624 | §101 | Final Rejection | — | Pending | Oct 03, 2023 |
| 17384349 | GENERATING AND ADJUSTING DECISION-MAKING ALGORITHMS USING REINFORCEMENT MACHINE LEARNING | Intuit Inc. | GALVIN-SIEBENALER, PAUL MICHAEL | 2147 | §103 | Non-Final OA | — | Pending | Jul 23, 2021 |
| 16912843 | MINIMIZING REGRET THROUGH ACTIVE LEARNING FOR TRANSACTION CATEGORIZATION | Intuit Inc. | MOORE, REVA R | 3627 | §101 | Final Rejection | — | Pending | Jun 26, 2020 |
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