Prosecution Insights
Prosecution Insights
32 pending office actions • 18 art units • 29 examiners • 0 of 32 (0%) have an AI response strategy ready • 50 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 16 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. 16 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 | 12 (38%) |
| §101 + other | 6 (19%) |
| §103 only | 8 (25%) |
| §112 only | 1 (3%) |
| Multi-statute (no §101) | 5 (16%) |
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 |
|---|---|---|---|
| POLLOCK, GREGORY A | 3 | 11.1% | +12.7% |
| MAGUIRE, LINDSAY M | 2 | 51.3% | +31.9% |
| GARCIA MIZE, KARLYANNIE MARIE | 1 | 36.2% | +29.1% |
| SAINT CYR, LEONARD | 1 | 77.4% | +18.0% |
| DOAN, TRANG T | 1 | 82.9% | +16.9% |
| BERMAN, STEPHEN DAVID | 1 | 78.4% | +58.3% |
| CURRAN, J MITCHELL | 1 | 63.4% | +33.0% |
| ABDULLAHI, SELMAN MOHAMED | 1 | — | — |
| ELAHEE, MD S | 1 | 79.1% | +27.0% |
| AMIN, MUSTAFA A | 1 | 64.3% | +29.7% |
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 |
|---|---|---|---|
| 18902098 | AUTOMATED VIRTUAL PRIVATE NETWORK SESSION ROUTING | DOAN, TRANG T | — |
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 |
|---|---|---|---|
| 14495772 | Multichannel Exchange Mechanism Apparatuses, Methods and Systems | GREGG, MARY M | 91d overdue |
| 14632889 | Insulated Account Datastructure Apparatuses, Methods and Systems | FU, HAO | 87d overdue |
| 17832551 | Reinforcement Learning Based Machine Retirement Planning and Management Apparatuses, Processes and Systems | PARK, YONG S | 58d overdue |
| 17832547 | Reinforcement Learning Based Machine Asset Planning and Management Apparatuses, Processes and Systems | MAGUIRE, LINDSAY M | 49d overdue |
| 17383317 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | MAGUIRE, LINDSAY M | 35d overdue |
| 16409736 | AI-Based Context Evaluation Engine Apparatuses, Methods and Systems | WERNER, MARSHALL L | 4d overdue |
| 16842718 | Secret Key-Based Counterparty Matching Engine Apparatuses, Methods and Systems | HILMANTEL, ADAM J | 5d |
| 18386848 | DEPOSIT FRAUD DETECTION | BUI, TOAN D. | 12d |
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 |
|---|---|---|---|
| 17832547 | Reinforcement Learning Based Machine Asset Planning and Management Apparatuses, Processes and Systems | MAGUIRE, LINDSAY M | 49d overdue |
| 17383317 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | MAGUIRE, LINDSAY M | 35d overdue |
| 17383323 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | POLLOCK, GREGORY A | 86d |
| 18982785 | SYSTEMS AND METHODS FOR HYBRID BLOCKCHAIN AND OFF-CHAIN ASSET TRACKING | GARCIA MIZE, KARLYANNIE MARIE | — |
| 18937475 | ANALYSIS AND CLUSTERING OF UNSTRUCTURED COMPUTER TEXT FOR GENERATION OF A STRUCTURED CONVERSATION FLOW FOR A CONVERSATION SERVICE APPLICATION | SAINT CYR, LEONARD | — |
| 18902098 | AUTOMATED VIRTUAL PRIVATE NETWORK SESSION ROUTING | DOAN, TRANG T | — |
| 18891192 | SYSTEMS AND METHODS FOR IMPROVING SELECTION OF CONTROL SET | BERMAN, STEPHEN DAVID | — |
| 18794743 | SYSTEMS AND METHODS FOR AUTOMATIC INGESTION OF DATA USING A RATE-LIMITED APPLICATION PROGRAMMING INTERFACE | CURRAN, J MITCHELL | — |
| Art Unit | Apps |
|---|---|
| 3691 | 4 |
| 3698 | 3 |
| 3693 | 3 |
| 3619 | 3 |
| 3692 | 2 |
| 3695 | 2 |
| 2658 | 1 |
| 2431 | 1 |
| 2192 | 1 |
| 2169 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18982785 | SYSTEMS AND METHODS FOR HYBRID BLOCKCHAIN AND OFF-CHAIN ASSET TRACKING | GARCIA MIZE, KARLYANNIE MARIE | 3698 | §103 | Final Rejection | — | Pending | Dec 16, 2024 |
| 18937475 | ANALYSIS AND CLUSTERING OF UNSTRUCTURED COMPUTER TEXT FOR GENERATION OF A STRUCTURED CONVERSATION FLOW FOR A CONVERSATION SERVICE APPLICATION | SAINT CYR, LEONARD | 2658 | §102§103 | Non-Final OA | — | Pending | Nov 05, 2024 |
| 18902098 | AUTOMATED VIRTUAL PRIVATE NETWORK SESSION ROUTING | DOAN, TRANG T | 2431 | §103 | Final Rejection | — | Pending | Sep 30, 2024 |
| 18891192 | SYSTEMS AND METHODS FOR IMPROVING SELECTION OF CONTROL SET | BERMAN, STEPHEN DAVID | 2192 | §101 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18794743 | SYSTEMS AND METHODS FOR AUTOMATIC INGESTION OF DATA USING A RATE-LIMITED APPLICATION PROGRAMMING INTERFACE | CURRAN, J MITCHELL | 2169 | §103 | Final Rejection | — | Pending | Aug 05, 2024 |
| 18765574 | COMPUTATIONAL WORKFLOW ENGINE FOR SEQUENTIAL AND PARALLEL PROCESSING | ABDULLAHI, SELMAN MOHAMED | — | §103 | Non-Final OA | — | Pending | Jul 08, 2024 |
| 18731946 | SYSTEMS AND METHODS FOR CALLBACK MANAGEMENT | ELAHEE, MD S | 2694 | §103 | Final Rejection | — | Pending | Jun 03, 2024 |
| 18646684 | AUTOMATIC CONFIGURATION AND DEPLOYMENT OF API FUNCTIONALITY IN A DISTRIBUTED COMPUTING ENVIRONMENT | AMIN, MUSTAFA A | — | §103 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18633243 | SYSTEMS, METHODS, AND MEDIA FOR MANAGING AND TRANSFORMING ALERTS GENERATED FOR CLOUD COMPUTING ENVIRONMENTS | BARKER, TODD L | 2449 | §102§103 | Final Rejection | 21d | Pending | Apr 11, 2024 |
| 18593077 | SYSTEM AND FRAMEWORK FOR MULTICHANNEL VOICE OF CUSTOMER | PRATT, EHRIN LARMONT | 3629 | §101§103 | Final Rejection | — | Pending | Mar 01, 2024 |
| 18411660 | CONSTRAINT-BASED OPTIMIZATION OF MACHINE LEARNING MODELS | STORK, KYLE R | — | §101§103§112 | Non-Final OA | — | Pending | Jan 12, 2024 |
| 18386848 | DEPOSIT FRAUD DETECTION | BUI, TOAN D. | 3693 | §101 | Final Rejection | 12d | Pending | Nov 03, 2023 |
| 18497927 | METHODS AND SYSTEMS FOR GUIDED WORKFLOW PROCESSING IN CLIENT SERVICE SOFTWARE APPLICATIONS | GOLDBERG, IVAN R | 3619 | §103§112 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18378304 | Decentralized Exchange with Price Oracle Apparatuses, Processes and Systems | STEVENSON, CHRISTINA C | 3698 | §101§103§112 | Final Rejection | 34d | Pending | Oct 10, 2023 |
| 18235774 | Real-Time System Progression Optimizer Apparatuses, Processes and Systems | TURK, BROCK E | 3692 | §103 | Final Rejection | — | Pending | Aug 18, 2023 |
| 18101674 | INTENT-AWARE VIRTUAL ASSISTANT CHAT ROUTING | RIVERA GONZALEZ, IVONNEMARY | 3626 | §103 | Final Rejection | 20d | Pending | Jan 26, 2023 |
| 18098397 | SYSTEMS AND METHODS FOR INTEGRATION OF MACHINE LEARNING MODELS WITH CLIENT APPLICATIONS | LAU, KAITLYN RENEE | 2148 | §112 | Non-Final OA | 35d | Pending | Jan 18, 2023 |
| 17986886 | AI-Based Real-Time Prediction Engine Apparatuses, Methods and Systems | DUCK, BRANDON M | 3693 | §101 | Final Rejection | 33d | Pending | Nov 14, 2022 |
| 17832551 | Reinforcement Learning Based Machine Retirement Planning and Management Apparatuses, Processes and Systems | PARK, YONG S | 3694 | §101 | Non-Final OA | 58d overdue | Pending | Jun 03, 2022 |
| 17832547 | Reinforcement Learning Based Machine Asset Planning and Management Apparatuses, Processes and Systems | MAGUIRE, LINDSAY M | 3619 | §101 | Final Rejection | 49d overdue | Pending | Jun 03, 2022 |
| 17383317 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | MAGUIRE, LINDSAY M | 3619 | §101Other | Non-Final OA | 35d overdue | Pending | Jul 22, 2021 |
| 17383310 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | POLLOCK, GREGORY A | 3691 | §101 | Non-Final OA | — | Pending | Jul 22, 2021 |
| 17383308 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | POE, KEVIN T | 3692 | §101 | Final Rejection | 20d | Pending | Jul 22, 2021 |
| 17383323 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | POLLOCK, GREGORY A | 3691 | §101 | Final Rejection | 86d | Pending | Jul 22, 2021 |
| 17383300 | Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems | POLLOCK, GREGORY A | 3691 | §101 | Final Rejection | — | Pending | Jul 22, 2021 |
| 17221410 | Systems and Methods for Electronic Marketing Communications Review | PAULA, CESAR B | 2145 | §103§112 | Final Rejection | — | Pending | Apr 02, 2021 |
| 16842718 | Secret Key-Based Counterparty Matching Engine Apparatuses, Methods and Systems | HILMANTEL, ADAM J | 3691 | §101 | Final Rejection | 5d | Pending | Apr 07, 2020 |
| 16409736 | AI-Based Context Evaluation Engine Apparatuses, Methods and Systems | WERNER, MARSHALL L | 2125 | §101 | Non-Final OA | 4d overdue | Pending | May 10, 2019 |
| 15844387 | Social Data Tracking Datastructures, Apparatuses, Methods and Systems | XIAO, ZESHENG | 3698 | §103§112 | Final Rejection | — | Pending | Dec 15, 2017 |
| 15210817 | Crypto Voting and Social Aggregating, Fractionally Efficient Transfer Guidance, Conditional Triggered Transaction, Datastructures, Apparatuses, Methods and Systems | KWONG, CHO YIU | 3693 | §101§103 | Final Rejection | 55d | Pending | Jul 14, 2016 |
| 14632889 | Insulated Account Datastructure Apparatuses, Methods and Systems | FU, HAO | 3695 | §101§103 | Final Rejection | 87d overdue | Pending | Feb 26, 2015 |
| 14495772 | Multichannel Exchange Mechanism Apparatuses, Methods and Systems | GREGG, MARY M | 3695 | §101§103 | Final Rejection | 91d overdue | Pending | Sep 24, 2014 |
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