Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
20 pending office actions • 1 client • 20 examiners • 11 art units • 0 of 20 (0%) have an AI response strategy ready • 44 patents granted in the last 365 days
GREENBERG TRAURIG- C1 operates in the Transportation, E-Commerce & Mechanical Systems technology area. The firm has handled 28725 career applications, which provides a foundation for analyzing their historical performance. Currently, the firm is managing 11 pending office actions, indicating a focused current docket within this specific profile.
The firm's resolved allowance rate stands at 84.83 percent. This outcome is reached with an average of 3.55 office actions per allowance. This 3.55 average suggests a prosecution process that typically requires multiple rounds of interaction with the patent office to secure a grant in the Transportation, E-Commerce & Mechanical Systems field. The 84.83 percent allowance rate across 28725 career applications reflects a consistent ability to secure patent rights over a large volume of work.
With 11 pending office actions and 28725 career applications, the firm has an established track record. The 84.83 percent resolved allowance rate serves as a key indicator of their historical success. Practitioners can look at the 3.55 average office actions per allowance to gauge the typical timeline and effort required to reach an allowance with this firm.
Based on the USPTO statutory response window for each pending office action. 5 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. 5 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 | 2 (10%) |
| §101 + other | 5 (25%) |
| §103 only | 4 (20%) |
| §112 only | 2 (10%) |
| Double-patenting only | 2 (10%) |
| Multi-statute (no §101) | 3 (15%) |
| No statute on record | 2 (10%) |
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 |
|---|---|---|---|
| LE, THANH T | 1 | 83.0% | +32.8% |
| TRAN, VU V | 1 | 89.9% | +16.7% |
| HAYLES, ASHFORD S | 1 | 66.8% | +37.4% |
| VO, DON NGUYEN | 1 | 90.5% | +0.7% |
| SAFAIPOUR, BOBBAK | 1 | 86.1% | +10.9% |
| LAEKEMARIAM, YOSEF K | 1 | 82.4% | +14.1% |
| JAMSHIDI, GHODRAT | 1 | 86.9% | +15.0% |
| OYEBISI, OJO O | 1 | 50.3% | +11.8% |
| HU, XIAOQIN | 1 | 61.5% | +56.2% |
| NGUYEN, CAO H | 1 | 90.9% | +7.4% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19260065 | COMPUTER-BASED SYSTEMS CONFIGURED TO DYNAMICALLY GENERATE AUTHENTICATION STEPS TO PERFORM AT LEAST ONE ACTION AND METHODS OF USE THEREOF | LE, THANH T | — |
| 19054311 | COMPUTING DEVICES CONFIGURED FOR LOCATION-AWARE CALLER IDENTIFICATION AND METHODS/SYSTEMS OF USE THEREOF | VO, DON NGUYEN | — |
| 19011084 | COMPUTER-BASED SYSTEMS HAVING COMPUTING DEVICES PROGRAMMED FOR CALLER IDENTITY VERIFICATION AND METHODS OF USE THEREOF | LAEKEMARIAM, YOSEF K | — |
| 18951111 | AUTOMATED DATABASE PROVISIONING AND METHODS THEREOF | JAMSHIDI, GHODRAT | — |
| 18893467 | SYSTEMS HAVING COMPONENTS CONFIGURED FOR LAYERED MACHINE LEARNING-BASED OPTIMIZATION OF USER INTERFACE RENDERINGS AND METHODS OF USE THEREOF | NGUYEN, CAO H | — |
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 |
|---|---|---|---|
| 18427457 | COMPUTER-BASED SYSTEMS CONFIGURED TO PROVIDE A PORTAL FOR MIGRATING ONE OR MORE EXISTING RELATIONSHIPS FROM ONE ENTITY TO ANOTHER ENTITY AND METHODS OF USE THEREOF | BORLINGHAUS, JASON M | 31d overdue |
| 17186207 | COMPUTER-BASED SYSTEMS FOR DATA DISTRIBUTION ALLOCATION UTILIZING MACHINE LEARNING MODELS AND METHODS OF USE THEREOF | AUSTIN, JAMIE H | 3d overdue |
| 17899355 | COMPUTER-BASED SYSTEMS HAVING TECHNOLOGICALLY IMPROVED MACHINE LEARNING RECOMMENDATION ENGINES CONFIGURED/PROGRAMMED TO UTILIZE DYNAMIC VARIABLE RATIO FEEDBACK AND METHODS OF USE THEREOF | SMITH, KEVIN LEE | 6d |
| 19029305 | COMPUTER-BASED SYSTEMS AND/OR COMPUTING DEVICES CONFIGURED FOR AUTOMATED DETECTION AND/OR READING OF OPTICAL CODES IN IMAGES OF VARYING QUALITY | SAFAIPOUR, BOBBAK | — |
| 18936702 | COMPUTER-BASED SYSTEMS CONFIGURED TO AUTOMATICALLY EXECUTE PROGRAMMED ROUTINES BASED ON PRE-DETERMINED EVENT TRIGGERS AND METHODS OF USE THEREOF | OYEBISI, OJO O | — |
| 18745350 | COMPUTER-BASED SYSTEMS CONFIGURED FOR AUTOMATED COMPUTER SCRIPT ANALYSIS AND MALWARE DETECTION AND METHODS THEREOF | WILLIAMS, JEFFERY L | — |
| 18652563 | COMPUTER-BASED SYSTEMS FOR BINDING AT LEAST ONE UNIQUE SCHEMA-SPECIFIC IDENTIFIER TO A CATEGORY AND METHODS OF USE THEREOF | TRAN, AMY NMN | — |
| 18611617 | COMPUTER-BASED SYSTEMS CONFIGURED TO DYNAMICALLY UPDATE A UNIFORM DATA STATE BASED ON A UTILIZATION OF A PLUGIN ENGINE | ALAM, SHIHAB | — |
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 |
|---|---|---|---|
| 18915016 | COMPUTER-BASED PLATFORMS AND SYSTEMS CONFIGURED FOR EVENT PROCESSING WITH A SPECIALIZED DOMAIN-SPECIFIC PROGRAMMING LANGUAGE AND METHODS OF USE THEREOF | HU, XIAOQIN | 39d |
| 19260065 | COMPUTER-BASED SYSTEMS CONFIGURED TO DYNAMICALLY GENERATE AUTHENTICATION STEPS TO PERFORM AT LEAST ONE ACTION AND METHODS OF USE THEREOF | LE, THANH T | — |
| 19197671 | COMPUTER-BASED PLATFORMS AND SYSTEMS CONFIGURED TO ENHANCE A CALL SCREEN WITH USER-CONTROLLED NOTES ASSOCIATED WITH THE CALL AND METHODS OF USE THEREOF | TRAN, VU V | — |
| 19061697 | CLOUD SERVICE-BASED SECURED DATA WORKFLOW INTEGRATION AND METHODS THEREOF | HAYLES, ASHFORD S | — |
| 19029305 | COMPUTER-BASED SYSTEMS AND/OR COMPUTING DEVICES CONFIGURED FOR AUTOMATED DETECTION AND/OR READING OF OPTICAL CODES IN IMAGES OF VARYING QUALITY | SAFAIPOUR, BOBBAK | — |
| 19011084 | COMPUTER-BASED SYSTEMS HAVING COMPUTING DEVICES PROGRAMMED FOR CALLER IDENTITY VERIFICATION AND METHODS OF USE THEREOF | LAEKEMARIAM, YOSEF K | — |
| 18951111 | AUTOMATED DATABASE PROVISIONING AND METHODS THEREOF | JAMSHIDI, GHODRAT | — |
| 18936702 | COMPUTER-BASED SYSTEMS CONFIGURED TO AUTOMATICALLY EXECUTE PROGRAMMED ROUTINES BASED ON PRE-DETERMINED EVENT TRIGGERS AND METHODS OF USE THEREOF | OYEBISI, OJO O | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Capital One | 20 |
| Art Unit | Apps |
|---|---|
| 2493 | 1 |
| 3695 | 1 |
| 2168 | 1 |
| 2495 | 1 |
| 3627 | 1 |
| 3692 | 1 |
| 2113 | 1 |
| 2194 | 1 |
| 2122 | 1 |
| 3696 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19260065 | COMPUTER-BASED SYSTEMS CONFIGURED TO DYNAMICALLY GENERATE AUTHENTICATION STEPS TO PERFORM AT LEAST ONE ACTION AND METHODS OF USE THEREOF | Capital One Services, LLC | LE, THANH T | §112 | Non-Final OA | — | Pending | Jul 03, 2025 | |
| 19197671 | COMPUTER-BASED PLATFORMS AND SYSTEMS CONFIGURED TO ENHANCE A CALL SCREEN WITH USER-CONTROLLED NOTES ASSOCIATED WITH THE CALL AND METHODS OF USE THEREOF | Capital One Services, LLC | TRAN, VU V | Other | Non-Final OA | — | Pending | May 02, 2025 | |
| 19061697 | CLOUD SERVICE-BASED SECURED DATA WORKFLOW INTEGRATION AND METHODS THEREOF | Capital One Services, LLC | HAYLES, ASHFORD S | Other | Non-Final OA | — | Pending | Feb 24, 2025 | |
| 19054311 | COMPUTING DEVICES CONFIGURED FOR LOCATION-AWARE CALLER IDENTIFICATION AND METHODS/SYSTEMS OF USE THEREOF | Capital One Services, LLC | VO, DON NGUYEN | DP | Non-Final OA | — | Pending | Feb 14, 2025 | |
| 19029305 | COMPUTER-BASED SYSTEMS AND/OR COMPUTING DEVICES CONFIGURED FOR AUTOMATED DETECTION AND/OR READING OF OPTICAL CODES IN IMAGES OF VARYING QUALITY | Capital One Services, LLC | SAFAIPOUR, BOBBAK | §102§103Other | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19011084 | COMPUTER-BASED SYSTEMS HAVING COMPUTING DEVICES PROGRAMMED FOR CALLER IDENTITY VERIFICATION AND METHODS OF USE THEREOF | Capital One Services, LLC | LAEKEMARIAM, YOSEF K | §103 | Non-Final OA | — | Pending | Jan 06, 2025 | |
| 18951111 | AUTOMATED DATABASE PROVISIONING AND METHODS THEREOF | Capital One Services, LLC | JAMSHIDI, GHODRAT | 2493 | §103 | Final Rejection | — | Pending | Nov 18, 2024 |
| 18936702 | COMPUTER-BASED SYSTEMS CONFIGURED TO AUTOMATICALLY EXECUTE PROGRAMMED ROUTINES BASED ON PRE-DETERMINED EVENT TRIGGERS AND METHODS OF USE THEREOF | Capital One Services, LLC | OYEBISI, OJO O | 3695 | §101 | Final Rejection | — | Pending | Nov 04, 2024 |
| 18915016 | COMPUTER-BASED PLATFORMS AND SYSTEMS CONFIGURED FOR EVENT PROCESSING WITH A SPECIALIZED DOMAIN-SPECIFIC PROGRAMMING LANGUAGE AND METHODS OF USE THEREOF | Capital One Services, LLC | HU, XIAOQIN | 2168 | §112 | Final Rejection | 39d | Pending | Oct 14, 2024 |
| 18893467 | SYSTEMS HAVING COMPONENTS CONFIGURED FOR LAYERED MACHINE LEARNING-BASED OPTIMIZATION OF USER INTERFACE RENDERINGS AND METHODS OF USE THEREOF | Capital One Services, LLC | NGUYEN, CAO H | DP | Non-Final OA | — | Pending | Sep 23, 2024 | |
| 18745350 | COMPUTER-BASED SYSTEMS CONFIGURED FOR AUTOMATED COMPUTER SCRIPT ANALYSIS AND MALWARE DETECTION AND METHODS THEREOF | Capital One Services, LLC | WILLIAMS, JEFFERY L | 2495 | §102§103§112 | Final Rejection | — | Pending | Jun 17, 2024 |
| 18652563 | COMPUTER-BASED SYSTEMS FOR BINDING AT LEAST ONE UNIQUE SCHEMA-SPECIFIC IDENTIFIER TO A CATEGORY AND METHODS OF USE THEREOF | Capital One Services, LLC | TRAN, AMY NMN | §101§103 | Non-Final OA | — | Pending | May 01, 2024 | |
| 18646577 | COMPUTER-BASED SYSTEMS FOR ALERTING A USER VIA AT LEAST ONE MAGNETIC COMPONENT THAT AN ACTIVITY INSTRUMENT IS READY FOR USE OR BEING REMOVED, AND METHODS OF USE THEREOF | Capital One Services, LLC | WERONSKI, MATTHEW S | 3627 | §103 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18611617 | COMPUTER-BASED SYSTEMS CONFIGURED TO DYNAMICALLY UPDATE A UNIFORM DATA STATE BASED ON A UTILIZATION OF A PLUGIN ENGINE | Capital One Services, LLC | ALAM, SHIHAB | §101§103§112 | Non-Final OA | — | Pending | Mar 20, 2024 | |
| 18427457 | COMPUTER-BASED SYSTEMS CONFIGURED TO PROVIDE A PORTAL FOR MIGRATING ONE OR MORE EXISTING RELATIONSHIPS FROM ONE ENTITY TO ANOTHER ENTITY AND METHODS OF USE THEREOF | Capital One Services, LLC | BORLINGHAUS, JASON M | 3692 | §101§103 | Final Rejection | 31d overdue | Pending | Jan 30, 2024 |
| 18400998 | COMPUTER-BASED SYSTEMS INVOLVING AN ENGINE AND TOOLS FOR INCIDENT PREDICTION USING MACHINE LEARNING AND METHODS OF USE THEREOF | Capital One Services, LLC | WILSON, YOLANDA L | 2113 | §101 | Final Rejection | — | Pending | Dec 29, 2023 |
| 17944887 | COMPUTER-BASED SYSTEMS PROGRAMMED FOR AUTOMATIC GENERATION OF INTERACTIVE NOTIFICATIONS FOR SUSPECT INTERACTION SESSIONS AND METHODS OF USE THEREOF | Capital One Services, LLC | GUTMAN, JENNIFER MARIE | 2194 | §103§112 | Non-Final OA | — | Pending | Sep 14, 2022 |
| 17899355 | COMPUTER-BASED SYSTEMS HAVING TECHNOLOGICALLY IMPROVED MACHINE LEARNING RECOMMENDATION ENGINES CONFIGURED/PROGRAMMED TO UTILIZE DYNAMIC VARIABLE RATIO FEEDBACK AND METHODS OF USE THEREOF | Capital One Services, LLC | SMITH, KEVIN LEE | 2122 | §101§103§112 | Final Rejection | 6d | Pending | Aug 30, 2022 |
| 17461454 | Systems for Providing Access To and Utilization of Transaction Card Information Via System-Level Settings Tiles and Methods of Use Thereof | Capital One Services, LLC | KANAAN, TONY P | 3696 | §103 | Non-Final OA | 61d | Pending | Aug 30, 2021 |
| 17186207 | COMPUTER-BASED SYSTEMS FOR DATA DISTRIBUTION ALLOCATION UTILIZING MACHINE LEARNING MODELS AND METHODS OF USE THEREOF | Capital One Services, LLC | AUSTIN, JAMIE H | 3625 | §101§112 | Final Rejection | 3d overdue | Pending | Feb 26, 2021 |
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