Prosecution Insights
Prosecution Insights
17 pending office actions • 15 clients • 16 examiners • 11 art units • 0 of 17 (0%) have an AI response strategy ready • 46 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 (18%) |
| §103 only | 13 (76%) |
| 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 |
|---|---|---|---|
| WUNDERLICH, ERWIN J | 2 | 40.9% | +39.9% |
| STRAUB, D'ARCY WINSTON | 1 | 77.2% | +18.7% |
| HUANG, JAY | 1 | 53.1% | +20.0% |
| FENSTERMACHER, JASON B | 1 | 46.3% | +39.2% |
| OPSASNICK, MICHAEL N | 1 | 81.9% | +10.1% |
| THAKUR, VIREN A | 1 | 13.5% | +26.9% |
| RENZE, GEORGE NICHOLAS | 1 | 71.9% | +18.8% |
| HOLCOMB, MARK | 1 | 33.8% | +40.5% |
| BYRD, UCHE SOWANDE | 1 | 22.8% | +27.1% |
| ULLAH, ARIF | 1 | 47.3% | +36.7% |
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 |
|---|---|---|---|
| 18929173 | Whispered and Other Low Signal-to-Noise Voice Recognition Systems and Methods | OPSASNICK, MICHAEL N | — |
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 |
|---|---|---|---|
| 18611501 | Artificially Intelligent Systems, Methods and Media for Identification, Quantification and Correction of Defects in Health Care Services | HOLCOMB, MARK | 71d overdue |
| 18098369 | Systems for Globally Optimal and Locally Specific Classification of Items | PUTTAIAH, ASHA | 30d overdue |
| 18589343 | DYNAMIC FREQUENTLY ASKED QUESTIONS USING LARGE LANGUAGE MODELS | BYRD, UCHE SOWANDE | 29d overdue |
| 18635684 | BEVERAGE POD WITH A FOLDABLE SEGMENTED LID THAT CONTAINS WHOLE BREWING ELEMENTS | THAKUR, VIREN A | 8d overdue |
| 17588092 | Systems, Methods and Media for Automatic Prioritizer | SHELDEN, BION A | 13d |
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 |
|---|---|---|---|
| 18611501 | Artificially Intelligent Systems, Methods and Media for Identification, Quantification and Correction of Defects in Health Care Services | HOLCOMB, MARK | 71d overdue |
| 18589343 | DYNAMIC FREQUENTLY ASKED QUESTIONS USING LARGE LANGUAGE MODELS | BYRD, UCHE SOWANDE | 29d overdue |
| 18635684 | BEVERAGE POD WITH A FOLDABLE SEGMENTED LID THAT CONTAINS WHOLE BREWING ELEMENTS | THAKUR, VIREN A | 8d overdue |
| 18977439 | SYSTEMS AND METHODS OF GENERATING USER IDENTITY PACKETS USING BIOMETRICS | FENSTERMACHER, JASON B | 14d |
| 19315250 | ARTIFICIAL INTELLIGENCE-ENHANCED DATABASE SECURITY SYSTEMS AND METHODS USING SEMANTIC DATA PROXIES | STRAUB, D'ARCY WINSTON | 72d |
| 19248251 | Systems and Methods for Conducting Secure Transactions Utilizing Gateway Servers | HUANG, JAY | — |
| 18929173 | Whispered and Other Low Signal-to-Noise Voice Recognition Systems and Methods | OPSASNICK, MICHAEL N | — |
| 18620851 | System and Method for Dynamically Improving the Performance of Real-Time Rendering Systems via an Optimized Data Set | RENZE, GEORGE NICHOLAS | — |
| Client (Assignee) | Pending OAs |
|---|---|
| CERTINIA INC. | 2 |
| G.C. Laser Systems, Inc. | 2 |
| Dymium Inc. | 1 |
| One Global Service For General Trading LLC | 1 |
| Mitek | 1 |
| Skywalk Inc. | 1 |
| Smart Coffee Technology, Inc. | 1 |
| Didimo, Inc. | 1 |
| Motive Medical Intelligence | 1 |
| Alby Al, Inc | 1 |
| Rainforest Automation, Inc. | 1 |
| Enveil | 1 |
| IGlobal Exports LLC | 1 |
| Blinkfire Analytics, Inc. | 1 |
| Bluecore | 1 |
| Art Unit | Apps |
|---|---|
| 3624 | 3 |
| 3685 | 2 |
| 3625 | 2 |
| 3761 | 2 |
| 2491 | 1 |
| 3619 | 1 |
| 3698 | 1 |
| 1792 | 1 |
| 2613 | 1 |
| 2433 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19315250 | ARTIFICIAL INTELLIGENCE-ENHANCED DATABASE SECURITY SYSTEMS AND METHODS USING SEMANTIC DATA PROXIES | Dymium Inc. | STRAUB, D'ARCY WINSTON | 2491 | §103 | Non-Final OA | 72d | Pending | Aug 29, 2025 |
| 19248251 | Systems and Methods for Conducting Secure Transactions Utilizing Gateway Servers | One Global Service For General Trading LLC | HUANG, JAY | 3619 | §103 | Non-Final OA | — | Pending | Jun 24, 2025 |
| 18977439 | SYSTEMS AND METHODS OF GENERATING USER IDENTITY PACKETS USING BIOMETRICS | Mitek Systems, Inc. | FENSTERMACHER, JASON B | 3698 | §103 | Non-Final OA | 14d | Pending | Dec 11, 2024 |
| 18929173 | Whispered and Other Low Signal-to-Noise Voice Recognition Systems and Methods | Skywalk Inc. | OPSASNICK, MICHAEL N | §103 | Non-Final OA | — | Pending | Oct 28, 2024 | |
| 18635684 | BEVERAGE POD WITH A FOLDABLE SEGMENTED LID THAT CONTAINS WHOLE BREWING ELEMENTS | Smart Coffee Technology, Inc. | THAKUR, VIREN A | 1792 | §103 | Non-Final OA | 8d overdue | Pending | Apr 15, 2024 |
| 18620851 | System and Method for Dynamically Improving the Performance of Real-Time Rendering Systems via an Optimized Data Set | Didimo, Inc. | RENZE, GEORGE NICHOLAS | 2613 | §103 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18611501 | Artificially Intelligent Systems, Methods and Media for Identification, Quantification and Correction of Defects in Health Care Services | Motive Medical Intelligence | HOLCOMB, MARK | 3685 | §101 | Final Rejection | 71d overdue | Pending | Mar 20, 2024 |
| 18589343 | DYNAMIC FREQUENTLY ASKED QUESTIONS USING LARGE LANGUAGE MODELS | Alby Al, Inc. | BYRD, UCHE SOWANDE | 3624 | §103 | Non-Final OA | 29d overdue | Pending | Feb 27, 2024 |
| 18530092 | Group-Based Electric Vehicle Charging Optimization Systems and Methods | Rainforest Automation, Inc. | ULLAH, ARIF | 3625 | §103 | Final Rejection | — | Pending | Dec 05, 2023 |
| 18525378 | Systems and Methods for Performing Secure Machine Learning Analytics Using Homomorphic Encryption | Enveil, Inc. | POLTORAK, PIOTR | 2433 | §103 | Final Rejection | — | Pending | Nov 30, 2023 |
| 18098369 | Systems for Globally Optimal and Locally Specific Classification of Items | Iglobal Exports LLC | PUTTAIAH, ASHA | 3691 | §101 | Final Rejection | 30d overdue | Pending | Jan 18, 2023 |
| 18086591 | COMPUTERIZED TOOLS TO ACCESS AN ENTERPRISE DATA MODEL FOR IMPLEMENTING COMPONENT DATA OBJECTS | Certinia Inc. | CHOY, PAN G | 3624 | §103 | Final Rejection | — | Pending | Dec 21, 2022 |
| 17967784 | Sponsorship Exposure Metric System | Blinkfire Analytics, Inc. | SCHEUNEMANN, RICHARD N | 3624 | §103 | Non-Final OA | — | Pending | Oct 17, 2022 |
| 17588092 | Systems, Methods and Media for Automatic Prioritizer | Bluecore, Inc. | SHELDEN, BION A | 3685 | §101 | Non-Final OA | 13d | Pending | Jan 28, 2022 |
| 17355113 | ENGAGEMENT DATA OBJECTS IMPLEMENTED IN A DATA AGGREGATION MODEL TO ADAPT COMPUTERIZED ENTERPRISE DATA FLOWS | Certinia Inc. | SINGLETARY, TYRONE E | 3625 | — | Final Rejection | — | Pending | Jun 22, 2021 |
| 17323704 | Laser Ablation and Laser Processing Fume and Contaminant Capture System | G.C. Laser Systems, Inc. | WUNDERLICH, ERWIN J | 3761 | §103 | Non-Final OA | — | Pending | May 18, 2021 |
| 15859013 | Laser Ablation and Processing Methods and Systems | G.C. Laser Systems, Inc. | WUNDERLICH, ERWIN J | 3761 | §103 | Final Rejection | — | Pending | Dec 29, 2017 |
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