Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
32 pending office actions • 13 clients • 32 examiners • 24 art units • 0 of 32 (0%) have an AI response strategy ready
CPST Intellectual Property Inc. focuses on the Transportation, E-Commerce & Mechanical Systems technology area, with 414 career applications. The firm currently manages 30 pending office actions, reflecting their active prosecution efforts. This career total of 414 applications establishes their experience in Transportation, E-Commerce & Mechanical Systems. The 30 pending office actions are a measure of their current workload before the patent office.
The firm's resolved allowance rate stands at 82.71 percent, a figure derived from their 414 career applications. This 82.71 percent rate provides an indication of the firm's success in obtaining patent grants. Prosecution requires an average of 3.91 office actions per allowance. For practitioners, this 3.91 average is a useful metric for estimating the number of examiner interactions needed for an allowance. The 30 pending office actions are handled in the context of this 82.71 percent allowance rate and 3.91 office action average. These data points summarize the firm's historical performance and current activity level.
Based on the USPTO statutory response window for each pending office action. 11 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. 11 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 | 7 (22%) |
| §101 + other | 13 (41%) |
| §103 only | 5 (16%) |
| §102 only | 1 (3%) |
| Multi-statute (no §101) | 6 (19%) |
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 | 35.4% | +30.4% |
| ROSTAMI, MOHAMMAD S | 1 | 67.0% | +25.9% |
| GOFMAN, ALEX N | 1 | 68.4% | +24.2% |
| DUCK, BRANDON M | 1 | 63.4% | +18.1% |
| KNACKSTEDT, JACOB BENEDICT | 1 | 87.7% | +16.3% |
| ELCHANTI, TAREK | 1 | 50.5% | +36.1% |
| FOXX, CHICO A | 1 | 78.3% | +29.7% |
| PUJOLS-CRUZ, MARJORIE | 1 | 18.4% | +27.1% |
| WEINER, ARIELLE E | 1 | 43.6% | +53.3% |
| PROIOS, GEORGE N | 1 | 55.1% | +31.8% |
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 |
|---|---|---|---|
| 18496556 | DEVICE AND METHOD OF DEVICE DISCOVERY FOR TRANSACTIONS AMONG CLIENT DEVICES BASED ON A LOCAL TRANSACTION ARCHITECTURE | KANAAN, TONY P | 43d overdue |
| 18935005 | System and Method for Managing Multiple Transactional Workflows | WEINER, ARIELLE E | 28d overdue |
| 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 |
| 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 |
| 18617057 | System and Method for Automated Forecasting | CRANDALL, RICHARD W. | 79d |
| 18935111 | Untitled | GARCIA MIZE, KARLYANNIE MARIE | — |
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 |
|---|---|---|---|
| 18935005 | System and Method for Managing Multiple Transactional Workflows | WEINER, ARIELLE E | 28d 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 | — |
| 19321474 | System and Method for Ingesting Data Based on Processed Metadata | ROSTAMI, MOHAMMAD S | — |
| 19315912 | System, Method, And Device for Uploading Data from Premises to Remote Computing Environments | GOFMAN, ALEX N | — |
| 19236792 | SYSTEM AND METHOD FOR DYNAMICALLY MANAGING A DIGITAL CARD IN AN ELECTRONIC WALLET | DUCK, BRANDON M | — |
| 19215826 | Multimodal Cryptographic System, Computer Executable Instructions and Method | KNACKSTEDT, JACOB BENEDICT | — |
| Client (Assignee) | Pending OAs |
|---|---|
| THE TORONTO-DOMINION BANK | 16 |
| Shopify | 3 |
| Sportlogiq Inc. | 2 |
| INTERAC CORP. | 2 |
| Evolutionq Inc. | 1 |
| Dana Industries Inc. | 1 |
| Miovision Technologies Incorporated | 1 |
| Suncor Energy Inc. | 1 |
| Evenkeel Inc. | 1 |
| 2308134 Ontario Inc. | 1 |
| Ottawa Heart Institute Research Corporation | 1 |
| Cerebian Inc. | 1 |
| Cohere | 1 |
| Art Unit | Apps |
|---|---|
| 2154 | 1 |
| 2163 | 1 |
| 2685 | 1 |
| 3624 | 1 |
| 3689 | 1 |
| 3694 | 1 |
| 2659 | 1 |
| 3697 | 1 |
| 2113 | 1 |
| 3625 | 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 | ||
| 19321474 | System and Method for Ingesting Data Based on Processed Metadata | The Toronto-Dominion Bank | ROSTAMI, MOHAMMAD S | 2154 | §101§103Other | Non-Final OA | — | Pending | Sep 08, 2025 |
| 19315912 | System, Method, And Device for Uploading Data from Premises to Remote Computing Environments | The Toronto-Dominion Bank | GOFMAN, ALEX N | 2163 | §101§102§103Other | Non-Final OA | — | Pending | Sep 02, 2025 |
| 19236792 | SYSTEM AND METHOD FOR DYNAMICALLY MANAGING A DIGITAL CARD IN AN ELECTRONIC WALLET | The Toronto-Dominion Bank | DUCK, BRANDON M | §101§103Other | Non-Final OA | — | Pending | Jun 12, 2025 | |
| 19215826 | Multimodal Cryptographic System, Computer Executable Instructions and Method | Evolutionq Inc. | KNACKSTEDT, JACOB BENEDICT | §102§103 | Non-Final OA | — | Pending | May 22, 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 |
| 18935005 | System and Method for Managing Multiple Transactional Workflows | The Toronto-Dominion Bank | WEINER, ARIELLE E | 3689 | §101§103 | Non-Final OA | 28d overdue | Pending | Nov 01, 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 |
| 18770215 | System and Method for Visualizing and Enforcing Cloud Instance Selection Policies | Evenkeel Inc. | MILLS, PAUL V | §101§102§112 | Non-Final OA | — | Pending | Jul 11, 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 |
| 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 | Final Rejection | 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 | Non-Final OA | — | 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 |
| 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 |
| 18438599 | Systems, Methods and Apparatus for Predicting Hemodynamic Events | Ottawa Heart Institute Research Corporation | SAHAND, SANA | 3792 | §101§102§103 | Final Rejection | — | Pending | Feb 12, 2024 |
| 18429050 | SYSTEM AND METHOD FOR AUTOMATED UNDERWRITING FOR APPLICATION PROCESSING USING MACHINE LEARNING MODELS | The Toronto-Dominion Bank | CHAKRAVARTI, ARUNAVA | §101 | Non-Final OA | — | Pending | Jan 31, 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 | Non-Final OA | 28d | Pending | Nov 20, 2023 |
| 18496556 | DEVICE AND METHOD OF DEVICE DISCOVERY FOR TRANSACTIONS AMONG CLIENT DEVICES BASED ON A LOCAL TRANSACTION ARCHITECTURE | Interac Corp. | KANAAN, TONY P | 3696 | §101 | Non-Final OA | 43d overdue | Pending | Oct 27, 2023 |
| 18496617 | DEVICE AND METHOD OF DEVICE DISCOVERY FOR TRANSACTIONS AMONG CLIENT DEVICES BASED ON A LOCAL TRANSACTION ARCHITECTURE | Interac Corp. | POLLOCK, GREGORY A | 3691 | §101 | Non-Final OA | — | Pending | Oct 27, 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 |
| 18474416 | System and Method for Generating Notifications with Customized Event Architectures | The Toronto-Dominion Bank | ABDULLAHI, SELMAN MOHAMED | 2199 | §103 | Final Rejection | — | Pending | Sep 26, 2023 |
| 18313539 | System And Method for Transitioning Assets to New Risk Frameworks | The Toronto-Dominion Bank | PATEL, AMIT HEMANTKUMAR | §101 | Non-Final OA | — | Pending | May 08, 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 |
| 17585380 | INTERLOCKING BACKPROBAGATION FOR AUTOMATED TRAINING OF COMPUTER PREDICTIVE MODELS | Cohere Inc. | GIROUX, GEORGE | 2128 | §103§112 | Non-Final OA | — | Pending | Jan 26, 2022 |
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