Prosecution Insights
Prosecution Insights
23 pending office actions • 18 clients • 22 examiners • 19 art units • 0 of 23 (0%) have an AI response strategy ready • 58 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 23 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. 23 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 (4%) |
| §103 only | 20 (87%) |
| §112 only | 2 (9%) |
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 |
|---|---|---|---|
| MERCADO, GABRIEL S | 2 | 42.7% | +26.7% |
| CESE, KENNY A | 1 | 75.3% | +10.4% |
| VETTER, DANIEL | 1 | 19.6% | +9.1% |
| RUSH, ERIC | 1 | 60.9% | +35.9% |
| HE, AMY | 1 | 81.4% | +4.0% |
| GUAN, GUANG H | 1 | 59.5% | +55.8% |
| LUK, EMMANUEL S | 1 | 71.3% | +26.3% |
| COPPOLA, JACOB C | 1 | 48.8% | +19.4% |
| TUNGATE, SCOTT MICHAEL | 1 | 36.2% | +16.2% |
| YENINAS, STEVEN LEE | 1 | 73.4% | +3.7% |
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.
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 |
|---|---|---|---|
| 19170149 | METHOD OF AND SYSTEM FOR GENERATING A FLIGHT LEG UNIQUE IDENTIFIER (FLUID) | VETTER, DANIEL | 5d 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 |
|---|---|---|---|
| 18791584 | Artificial Intelligence Crime Linking Network | COPPOLA, JACOB C | 231d overdue |
| 17568212 | METHODS AND SYSTEMS FOR MODIFYING USER INPUT PROCESSES | MERCADO, GABRIEL S | 50d overdue |
| 19175486 | METHODS AND SYSTEMS FOR PROVIDING ACCESS TO AUTOMATED TRACKING SYSTEM DATA | CESE, KENNY A | 42d overdue |
| 19093703 | METHODS AND SYSTEMS FOR EXECUTION OF IMPROVED LEARNING SYSTEMS FOR IDENTIFICATION OF RULES COMPLIANCE BY COMPONENTS IN TIME-BASED DATA STREAMS | RUSH, ERIC | 37d overdue |
| 18852608 | MECHANICAL EJECTOR | LUK, EMMANUEL S | 24d overdue |
| 18142195 | METHODS AND SYSTEMS FOR GENERATING AND PROVIDING USER INPUT RECOMMENDATIONS FOR RESPONDING TO A RECEIVED MESSAGE | MERCADO, GABRIEL S | 27d |
| 18661166 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR ACTIONS TO IMPROVE NON-COGNITIVE METRICS IMPACTING REQUIREMENT COMPLETION | TUNGATE, SCOTT MICHAEL | 46d |
| 18872358 | SAFETY MOUNT SYSTEM | GUAN, GUANG H | 70d |
| Client (Assignee) | Pending OAs |
|---|---|
| Leela AI | 3 |
| Duksan Hi-Metal | 2 |
| Virtru Corporation | 2 |
| ETH Zurich | 2 |
| CAE | 1 |
| Bialume Technologies, Inc. | 1 |
| Balco Global Limited | 1 |
| Merkle Portugal, Unipessoal, LDA | 1 |
| Detective Analytics | 1 |
| Stevens Strategy, LLC | 1 |
| Amherst College | 1 |
| DKS Data & Strategy, Inc. | 1 |
| THE UNIVERSITY OF BIRMINGHAM | 1 |
| Yagi | 1 |
| Zero Point Motion | 1 |
| TeamStack.ai Corp. | 1 |
| Armored Things | 1 |
| juli, Inc. | 1 |
| Art Unit | Apps |
|---|---|
| 3628 | 2 |
| 2858 | 2 |
| 3623 | 2 |
| 2171 | 2 |
| 2663 | 1 |
| 2677 | 1 |
| 3631 | 1 |
| 1744 | 1 |
| 3992 | 1 |
| 2831 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19175486 | METHODS AND SYSTEMS FOR PROVIDING ACCESS TO AUTOMATED TRACKING SYSTEM DATA | Leela AI, Inc. | CESE, KENNY A | 2663 | §103 | Final Rejection | 42d overdue | Pending | Apr 10, 2025 |
| 19170149 | METHOD OF AND SYSTEM FOR GENERATING A FLIGHT LEG UNIQUE IDENTIFIER (FLUID) | Cae Flight Services Usa, Inc. | VETTER, DANIEL | 3628 | §101 | Non-Final OA | 5d overdue | Pending | Apr 04, 2025 |
| 19093703 | METHODS AND SYSTEMS FOR EXECUTION OF IMPROVED LEARNING SYSTEMS FOR IDENTIFICATION OF RULES COMPLIANCE BY COMPONENTS IN TIME-BASED DATA STREAMS | Leela AI, Inc. | RUSH, ERIC | 2677 | §103 | Final Rejection | 37d overdue | Pending | Mar 28, 2025 |
| 19059481 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS BASED UPON BIOELECTRICAL IMPEDANCE ANALYSES | Bialume Technologies, Inc. | HE, AMY | 2858 | §103 | Final Rejection | 23d overdue | Pending | Feb 21, 2025 |
| 18872358 | SAFETY MOUNT SYSTEM | Balco Global Limited | GUAN, GUANG H | 3631 | §103 | Non-Final OA | 70d | Pending | Dec 06, 2024 |
| 18852608 | MECHANICAL EJECTOR | Merkle Portugal, Unipessoal, Lda | LUK, EMMANUEL S | 1744 | §103 | Non-Final OA | 24d overdue | Pending | Sep 30, 2024 |
| 18791584 | Artificial Intelligence Crime Linking Network | Detective Analytics | COPPOLA, JACOB C | 3992 | §112 | Non-Final OA | 231d overdue | Pending | Aug 01, 2024 |
| 18661166 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR ACTIONS TO IMPROVE NON-COGNITIVE METRICS IMPACTING REQUIREMENT COMPLETION | Stevens Strategy, LLC | TUNGATE, SCOTT MICHAEL | 3628 | §103 | Final Rejection | 46d | Pending | May 10, 2024 |
| 18590510 | Loop Gap Resonators for Spin Resonance Spectroscopy | Amherst College | YENINAS, STEVEN LEE | 2858 | §103 | Non-Final OA | 73d overdue | Pending | Feb 28, 2024 |
| 18531828 | Connection Pin | Duksan Hi Metal Co., Ltd. | NGUYEN, THANG H | 2831 | §103 | Non-Final OA | 30d overdue | Pending | Dec 07, 2023 |
| 18504999 | METHODS AND SYSTEMS FOR DISTRIBUTING ENCRYPTED CRYPTOGRAPHIC DATA | Virtru Corporation | LIPMAN, JACOB | 2434 | §103 | Non-Final OA | 59d overdue | Pending | Nov 08, 2023 |
| 18384699 | METHODS AND SYSTEMS FOR AUTOMATED IDENTIFICATION OF OPTIMIZABLE FACTORS IN MULTIVARIATE PROCESSES | Dks Data & Strategy, Inc. | KASSIM, HAFIZ A | 3623 | §103 | Final Rejection | 19d | Pending | Oct 27, 2023 |
| 18491841 | High Fidelity Robust Atom Optics | The University of Birmingham | DO, ANDREW V | 2852 | §112 | Non-Final OA | 43d overdue | Pending | Oct 23, 2023 |
| 18466012 | Notification Manifestation Control | Yagi Corp. | COONEY, ADAM A | 2458 | §103 | Non-Final OA | 14d | Pending | Sep 13, 2023 |
| 18456905 | METAL PILLAR FOR CONDUCTIVE CONNECTION | Duksan Hi Metal Co., Ltd. | SOWARD, IDA M | 2898 | §103 | Non-Final OA | 15d overdue | Pending | Aug 28, 2023 |
| 18547369 | INERTIAL SENSOR AND INERTIAL MEASUREMENT UNIT | Zero Point Motion Ltd. | PARCO JR, RUBEN C | 2853 | §103 | Non-Final OA | 2d overdue | Pending | Aug 22, 2023 |
| 18142195 | METHODS AND SYSTEMS FOR GENERATING AND PROVIDING USER INPUT RECOMMENDATIONS FOR RESPONDING TO A RECEIVED MESSAGE | ETH ZÜRICH | MERCADO, GABRIEL S | 2171 | §103 | Non-Final OA | 27d | Pending | May 02, 2023 |
| 18123761 | METHODS AND SYSTEMS FOR GENERATION OF PERFORMANCE OPTIMIZATION RECOMMENDATIONS AND RELATED DATA VISUALIZATION | Teamstack.Ai Corp. | GUILIANO, CHARLES A | 3623 | §103 | Final Rejection | 5d | Pending | Mar 20, 2023 |
| 18073785 | Methods and Systems for Restricting Data Access Based on Properties of At Least One of a Process and a Machine Executing the Process | Virtru Corporation | CHIANG, JASON | 2431 | §103 | Non-Final OA | 28d overdue | Pending | Dec 02, 2022 |
| 17731164 | SIMULATION-DRIVEN LOCALIZATION AND TRACKING OF PEOPLE | Armored Things, Inc. | MORRIS, JOSEPH PATRICK | 2188 | §103 | Final Rejection | 60d overdue | Pending | Apr 27, 2022 |
| 17568212 | METHODS AND SYSTEMS FOR MODIFYING USER INPUT PROCESSES | ETH ZÜRICH | MERCADO, GABRIEL S | 2171 | §103 | Final Rejection | 50d overdue | Pending | Jan 04, 2022 |
| 17562313 | METHODS AND SYSTEMS FOR GENERATING PERSONALIZED RECOMMENDATIONS AND PREDICTIONS OF A LEVEL OF EFFECTIVENESS OF THE PERSONALIZED RECOMMENDATIONS FOR A USER | Juli, Inc. | VANDER WOUDE, KIMBERLY ELAINE | 3681 | §103 | Non-Final OA | 35d | Pending | Dec 27, 2021 |
| 17243445 | Learning Agent | Leela AI, Inc. | XIA, XUYANG | 2143 | §103 | Non-Final OA | 78d overdue | Pending | Apr 28, 2021 |
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