Prosecution Insights
Prosecution Insights
33 pending office actions • 11 clients • 33 examiners • 26 art units • 0 of 33 (0%) have an AI response strategy ready
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 | 5 (15%) |
| §101 + other | 11 (33%) |
| §103 only | 9 (27%) |
| §102 only | 1 (3%) |
| Double-patenting only | 1 (3%) |
| Multi-statute (no §101) | 5 (15%) |
| No statute on record | 1 (3%) |
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 |
|---|---|---|---|
| GARCIA MIZE, KARLYANNIE MARIE | 1 | 36.2% | +29.1% |
| OWYANG, MICHELLE N | 1 | 76.1% | +29.4% |
| CHBOUKI, TAREK | 1 | 81.1% | +24.1% |
| ELCHANTI, TAREK | 1 | 50.2% | +36.1% |
| FOXX, CHICO A | 1 | 78.4% | +30.1% |
| PUJOLS-CRUZ, MARJORIE | 1 | 19.4% | +29.5% |
| PROIOS, GEORGE N | 1 | 54.4% | +35.9% |
| ARMSTRONG, ANGELA A | 1 | 74.1% | +8.3% |
| RAZA, ZEHRA | 1 | 45.7% | +48.5% |
| BUNKER, WILLIAM B | 1 | 79.8% | +94.8% |
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 |
|---|---|---|---|
| 19245771 | System and Method For Managing Data From Different Sources | CHBOUKI, TAREK | — |
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 |
|---|---|---|---|
| 18738705 | Computer System, Computer-Implemented Method, and Computer Readable Media For Error Handling When Prompting A Large Language Model (LLM) | LOTTICH, JOSHUA P | 15d overdue |
| 18769475 | System and Method for Brokering the Publication of Media Content | RAZA, ZEHRA | 11d overdue |
| 18474492 | System and Method for Accelerating Transfers Through Intermediaries | CHAKRAVARTI, ARUNAVA | 6d |
| 18466090 | System and Method for Assessing Actions of Authenticated Entities Within an Enterprise System | OBAID, HAMZEH M | 15d |
| 18747884 | System and Method for Authorizing Temporary Use of Accounts | TRAN, HAI | 28d |
| 17808456 | System, Device, and Method for Continuous Modelling to Simiulate Test Results | STOICA, ADRIAN | 30d |
| 18976518 | System and Method Incorporating Mobile Devices for Safety and/or Industrial Operations | PUJOLS-CRUZ, MARJORIE | 35d |
| 18671311 | System and Method for Automating Remediation | HOLZMACHER, DERICK J | 70d |
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 |
|---|---|---|---|
| 18769475 | System and Method for Brokering the Publication of Media Content | RAZA, ZEHRA | 11d overdue |
| 18764805 | SYSTEM AND METHOD FOR AUTOMATICALLY DETECTING DIGITAL ACCOUNT TAKEOVER TRANSACTION IN DIGITAL TRANSACTIONS | BUNKER, WILLIAM B | 8d overdue |
| 18787799 | System and Method for Executing Exchanges With Fractional Amounts | PROIOS, GEORGE N | 6d |
| 18976518 | System and Method Incorporating Mobile Devices for Safety and/or Industrial Operations | PUJOLS-CRUZ, MARJORIE | 35d |
| 18935111 | Untitled | GARCIA MIZE, KARLYANNIE MARIE | — |
| 18964131 | Untitled | OWYANG, MICHELLE N | — |
| 19245771 | System and Method For Managing Data From Different Sources | CHBOUKI, TAREK | — |
| 19048673 | System and Method for Presenting Information on a Mobile Device | ELCHANTI, TAREK | — |
| Client (Assignee) | Pending OAs |
|---|---|
| THE TORONTO-DOMINION BANK | 17 |
| Shopify | 4 |
| Suncor Energy Inc. | 2 |
| Sportlogiq Inc. | 2 |
| Cerebian Inc. | 2 |
| Dana Industries Inc. | 1 |
| Miovision Technologies Incorporated | 1 |
| 2308134 Ontario Inc. | 1 |
| Eaigle Inc. | 1 |
| Cohere | 1 |
| UNIVERSITY OF WATERLOO | 1 |
| Art Unit | Apps |
|---|---|
| 3624 | 2 |
| 2174 | 2 |
| 4100 | 2 |
| 2161 | 1 |
| 2685 | 1 |
| 3694 | 1 |
| 2659 | 1 |
| 3697 | 1 |
| 3691 | 1 |
| 2677 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18935111 | Untitled | The Toronto-Dominion Bank | GARCIA MIZE, KARLYANNIE MARIE | §103§112 | Final Rejection | — | Pending | ||
| 18964131 | Untitled | The Toronto-Dominion Bank | OWYANG, MICHELLE N | §103 | Non-Final OA | — | Pending | ||
| 19245771 | System and Method For Managing Data From Different Sources | The Toronto-Dominion Bank | CHBOUKI, TAREK | 2161 | DP | Non-Final OA | — | Pending | Jun 23, 2025 |
| 19048673 | System and Method for Presenting Information on a Mobile Device | Dana Industries Inc. | ELCHANTI, TAREK | §101§103 | Non-Final OA | — | Pending | Feb 07, 2025 | |
| 18990337 | System And Methods for Quantifying Greenhouse Gas Emissions Via Measurement and Modelling of Traffic Data and For Influencing Traffic Signaling to Reduce Such Emissions | Miovision Technologies Incorporated | FOXX, CHICO A | 2685 | §103§112Other | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18976518 | System and Method Incorporating Mobile Devices for Safety and/or Industrial Operations | Suncor Energy Inc. | PUJOLS-CRUZ, MARJORIE | 3624 | §101§102§103 | Final Rejection | 35d | Pending | Dec 11, 2024 |
| 18787799 | System and Method for Executing Exchanges With Fractional Amounts | The Toronto-Dominion Bank | PROIOS, GEORGE N | 3694 | §102 | Non-Final OA | 6d | Pending | Jul 29, 2024 |
| 18785051 | Computer System, Computer-Implemented Method, And Computer Readable Media For Selecting Functions To Prompt A Large Language Model (LLM) | Shopify Inc. | ARMSTRONG, ANGELA A | 2659 | §101§102§103 | Non-Final OA | — | Pending | Jul 26, 2024 |
| 18769475 | System and Method for Brokering the Publication of Media Content | 2308134 Ontario Inc. | RAZA, ZEHRA | 3697 | §101§103 | Final Rejection | 11d overdue | Pending | Jul 11, 2024 |
| 18764805 | SYSTEM AND METHOD FOR AUTOMATICALLY DETECTING DIGITAL ACCOUNT TAKEOVER TRANSACTION IN DIGITAL TRANSACTIONS | The Toronto-Dominion Bank | BUNKER, WILLIAM B | 3691 | — | Non-Final OA | 8d overdue | Pending | Jul 05, 2024 |
| 18763674 | System and Method for Automated Crowd Temperature Monitoring | Eaigle Inc. | PATEL, JAYESH A | 2677 | §103 | Non-Final OA | — | Pending | Jul 03, 2024 |
| 18747884 | System and Method for Authorizing Temporary Use of Accounts | The Toronto-Dominion Bank | TRAN, HAI | 3695 | §101 | Non-Final OA | 28d | Pending | Jun 19, 2024 |
| 18738705 | Computer System, Computer-Implemented Method, and Computer Readable Media For Error Handling When Prompting A Large Language Model (LLM) | Shopify Inc. | LOTTICH, JOSHUA P | 2113 | §101 | Non-Final OA | 15d overdue | Pending | Jun 10, 2024 |
| 18671311 | System and Method for Automating Remediation | The Toronto-Dominion Bank | HOLZMACHER, DERICK J | 3625 | §101 | Non-Final OA | 70d | Pending | May 22, 2024 |
| 18666068 | Systems and Methods for Player and Team Modelling and Prediction in Sports and Games | Sportlogiq Inc. | ADAMS, EILEEN M | §102§103§112 | Non-Final OA | — | Pending | May 16, 2024 | |
| 18663894 | Systems and Methods for Image Registration and Imaging Device Calibration | Sportlogiq Inc. | MOYER, ANDREW M | 2675 | §102§103 | Final Rejection | — | Pending | May 14, 2024 |
| 18617057 | System and Method for Automated Forecasting | The Toronto-Dominion Bank | CRANDALL, RICHARD W. | 3619 | §101§103 | Non-Final OA | 79d | Pending | Mar 26, 2024 |
| 18601350 | System, Method, and Device For Managing Multi-Tenant Development Systems | The Toronto-Dominion Bank | MITCHELL, JASON D | 2199 | §103 | Non-Final OA | — | Pending | Mar 11, 2024 |
| 18592806 | System and Method For Integrating Selectable Inputs With Real-Time Data Pipelines To Execute Actions | The Toronto-Dominion Bank | NEHCHIRI, KOOROSH | 2174 | §103 | Final Rejection | — | Pending | Mar 01, 2024 |
| 18433854 | Computer System and Computer-Implemented Method for Executing Computing Jobs Spanning Security Boundaries | Shopify Inc. | AMIN, MUSTAFA A | 4100 | §101§112 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18427067 | System and Method for Accessibility Development | The Toronto-Dominion Bank | MUI, WEI YUN | 2191 | §103 | Final Rejection | 75d | Pending | Jan 30, 2024 |
| 18513881 | System And Method For Determining Application Programming Interface (API) Version Compatibility And Related API Upgrade Process | Shopify Inc. | CHEN, ZHI | 2196 | §103 | Final Rejection | 28d | Pending | Nov 20, 2023 |
| 18481685 | MULTI-MODEL INFERENCE PIPELINE AND SYSTEM | The Toronto-Dominion Bank | BEJCEK II, ROBERT H | 4100 | §101§103§112 | Non-Final OA | — | Pending | Oct 05, 2023 |
| 18474492 | System and Method for Accelerating Transfers Through Intermediaries | The Toronto-Dominion Bank | CHAKRAVARTI, ARUNAVA | 3692 | §101§103 | Final Rejection | 6d | Pending | Sep 26, 2023 |
| 18466090 | System and Method for Assessing Actions of Authenticated Entities Within an Enterprise System | The Toronto-Dominion Bank | OBAID, HAMZEH M | 3624 | §101 | Final Rejection | 15d | Pending | Sep 13, 2023 |
| 18173878 | SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATED DIGITAL PREDICTIVE INSIGHTS FOR USER INTERFACES | The Toronto -Dominion Bank | TRAN, DANIEL DUC | 2147 | §101§103 | Final Rejection | — | Pending | Feb 24, 2023 |
| 18151832 | System And Method For Measuring Human Intention | Cerebian Inc. | VO, HUYEN X | 2656 | §103 | Non-Final OA | 20d | Pending | Jan 09, 2023 |
| 18086513 | SIAMESE NEURAL NETWORK MODEL | The Toronto-Dominion Bank | MACASIANO, MARILYN G | 3622 | §101 | Final Rejection | — | Pending | Dec 21, 2022 |
| 18053440 | System And Method for Predicting End of Run for Equipment and Components of Such Equipment Based on Field Inspection and Operational Data | Suncor Energy Inc. | BACA, MATTHEW WALTER | 2857 | §101§103 | Non-Final OA | 79d | Pending | Nov 08, 2022 |
| 17808456 | System, Device, and Method for Continuous Modelling to Simiulate Test Results | The Toronto-Dominion Bank | STOICA, ADRIAN | 2188 | §101§103 | Final Rejection | 30d | Pending | Jun 23, 2022 |
| 17585380 | INTERLOCKING BACKPROBAGATION FOR AUTOMATED TRAINING OF COMPUTER PREDICTIVE MODELS | Cohere Inc. | GIROUX, GEORGE | 2128 | §103§112 | Non-Final OA | — | Pending | Jan 26, 2022 |
| 17595720 | Multifunctional Cross-linked Binders for Lithium-Sulfur Battery Cathodes | UNIVERSITY OF WATERLOO | GREENE, PATRICK MARSHALL | 1724 | §103 | Non-Final OA | 18d overdue | Pending | Nov 23, 2021 |
| 16519301 | System and Method for Measuring Perceptual Experiences | Cerebian Inc. | FIBBI, CHRISTOPHER J | 2174 | §103 | Final Rejection | — | Pending | Jul 23, 2019 |
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