Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Communications • Transportation, E-Commerce & Mechanical Systems
14 pending office actions • 9 art units • 14 examiners • 0 of 14 (0%) have an AI response strategy ready • 10 patents granted in the last 365 days
Insurance Services Office Inc. is managing 12 pending office actions in the Transportation, E-Commerce & Mechanical Systems technology area. These actions are distributed across 12 distinct examiners and 8 distinct art units. SUBRAMANIAN, NARAYANSWAMY is the busiest examiner, with 1 pending office action currently assigned. The fact that 12 distinct examiners are handling the 12 pending actions means each case is assigned to a different individual.
The use of 8 distinct art units suggests a technical range within the transportation and e-commerce field. Because the busiest examiner pending count is 1, the workload is distributed among all 12 involved examiners. This approach across 8 art units and 12 examiners suggests that the company's technology is being evaluated across the technical expertise of the patent office. Managing 12 pending actions with 12 different examiners requires a strategy that accounts for many individual examination styles. The presence of 8 distinct art units indicates that the company's filings are reviewed by multiple technical sections. SUBRAMANIAN, NARAYANSWAMY is one of the 12 distinct examiners handling the pending office actions.
Based on the USPTO statutory response window for each pending office action. 4 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. 4 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 (7%) |
| §101 + other | 4 (29%) |
| §103 only | 6 (43%) |
| Double-patenting only | 1 (7%) |
| Multi-statute (no §101) | 2 (14%) |
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 |
|---|---|---|---|
| SUBRAMANIAN, NARAYANSWAMY | 1 | 28.4% | +30.3% |
| AKINYEMI, AJIBOLA A | 1 | 80.4% | +18.3% |
| WILSON, NICHOLAS R | 1 | 87.4% | +11.3% |
| COUSO, JOSE L | 1 | 90.1% | +8.4% |
| EZEWOKO, MICHAEL I | 1 | 61.5% | +51.2% |
| MERCADO VARGAS, ARIEL | 1 | 71.8% | +28.4% |
| VANCHY JR, MICHAEL J | 1 | 66.8% | +20.1% |
| POINVIL, FRANTZY | 1 | 79.0% | +15.3% |
| MEROUAN, ABDERRAHIM | 1 | 73.7% | +16.7% |
| COBB, MICHAEL J | 1 | 76.7% | +36.2% |
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 |
|---|---|---|---|
| 18973911 | Computer Vision Systems and Methods for Generating Building Models Using Three-Dimensional Sensing and Augmented Reality Techniques | WILSON, NICHOLAS R | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18127414 | Computer Vision Systems and Methods for Property Scene Understanding from Digital Images and Videos | O'SHEA, BRENDAN S | 87d overdue |
| 17580279 | Systems and Methods for Roof Area and Slope Estimation Using a Point Set | DRAPEAU, SIMEON PAUL | 60d overdue |
| 18785324 | Systems and Methods for Computerized Loss Scenario Modeling and Data Analytics | POINVIL, FRANTZY | 40d |
| 19361469 | Generative Artificial Intelligence Systems and Methods for Processing Insurance Underwriting Data | SUBRAMANIAN, NARAYANSWAMY | — |
| 19055929 | Computer Vision Systems and Methods for Automatically Detecting, Classifying, and Pricing Objects Captured in Images or Videos | AKINYEMI, AJIBOLA A | — |
| 18953486 | Computer Vision Systems and Methods for Detecting Structures Using Aerial Imagery and Heightmap Data | COUSO, JOSE L | — |
| 18811440 | Systems and Methods for Machine Learning From Medical Records | EZEWOKO, MICHAEL I | — |
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 |
|---|---|---|---|
| 18517225 | Computer Vision Systems and Methods for Information Extraction from Floorplan Images | COBB, MICHAEL J | 43d overdue |
| 18785324 | Systems and Methods for Computerized Loss Scenario Modeling and Data Analytics | POINVIL, FRANTZY | 40d |
| 19361469 | Generative Artificial Intelligence Systems and Methods for Processing Insurance Underwriting Data | SUBRAMANIAN, NARAYANSWAMY | — |
| 19055929 | Computer Vision Systems and Methods for Automatically Detecting, Classifying, and Pricing Objects Captured in Images or Videos | AKINYEMI, AJIBOLA A | — |
| 18973911 | Computer Vision Systems and Methods for Generating Building Models Using Three-Dimensional Sensing and Augmented Reality Techniques | WILSON, NICHOLAS R | — |
| 18811440 | Systems and Methods for Machine Learning From Medical Records | EZEWOKO, MICHAEL I | — |
| 18809768 | System and Method for Creating Customized Insurance-Related Forms Using Computing Devices | MERCADO VARGAS, ARIEL | — |
| 18791929 | Machine Learning Systems and Methods for Image Splicing Detection and Localization | VANCHY JR, MICHAEL J | — |
| Art Unit | Apps |
|---|---|
| 3691 | 1 |
| 2666 | 1 |
| 3693 | 1 |
| 2683 | 1 |
| 2615 | 1 |
| 3626 | 1 |
| 2159 | 1 |
| 2188 | 1 |
| 2614 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19361469 | Generative Artificial Intelligence Systems and Methods for Processing Insurance Underwriting Data | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101§103 | Non-Final OA | — | Pending | Oct 17, 2025 |
| 19055929 | Computer Vision Systems and Methods for Automatically Detecting, Classifying, and Pricing Objects Captured in Images or Videos | AKINYEMI, AJIBOLA A | — | §102§103 | Non-Final OA | — | Pending | Feb 18, 2025 |
| 18973911 | Computer Vision Systems and Methods for Generating Building Models Using Three-Dimensional Sensing and Augmented Reality Techniques | WILSON, NICHOLAS R | — | DP | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18953486 | Computer Vision Systems and Methods for Detecting Structures Using Aerial Imagery and Heightmap Data | COUSO, JOSE L | — | §102§103 | Non-Final OA | — | Pending | Nov 20, 2024 |
| 18811440 | Systems and Methods for Machine Learning From Medical Records | EZEWOKO, MICHAEL I | — | §101§102§103 | Non-Final OA | — | Pending | Aug 21, 2024 |
| 18809768 | System and Method for Creating Customized Insurance-Related Forms Using Computing Devices | MERCADO VARGAS, ARIEL | — | §103Other | Non-Final OA | — | Pending | Aug 20, 2024 |
| 18791929 | Machine Learning Systems and Methods for Image Splicing Detection and Localization | VANCHY JR, MICHAEL J | 2666 | §103 | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18785324 | Systems and Methods for Computerized Loss Scenario Modeling and Data Analytics | POINVIL, FRANTZY | 3693 | §101 | Final Rejection | 40d | Pending | Jul 26, 2024 |
| 18588932 | Systems and Methods for Modeling Structures Using Point Clouds Derived from Stereoscopic Image Pairs | MEROUAN, ABDERRAHIM | 2683 | §103Other | Final Rejection | — | Pending | Feb 27, 2024 |
| 18517225 | Computer Vision Systems and Methods for Information Extraction from Floorplan Images | COBB, MICHAEL J | 2615 | §103 | Final Rejection | 43d overdue | Pending | Nov 22, 2023 |
| 18127414 | Computer Vision Systems and Methods for Property Scene Understanding from Digital Images and Videos | O'SHEA, BRENDAN S | 3626 | §101§103 | Non-Final OA | 87d overdue | Pending | Mar 28, 2023 |
| 17899331 | Systems and Methods for Computer Modeling Using Incomplete Data | CORRIELUS, JEAN M | 2159 | §103 | Non-Final OA | — | Pending | Aug 30, 2022 |
| 17580279 | Systems and Methods for Roof Area and Slope Estimation Using a Point Set | DRAPEAU, SIMEON PAUL | 2188 | §101§103§112 | Non-Final OA | 60d overdue | Pending | Jan 20, 2022 |
| 17355995 | Systems and Methods for Generating Property Data Packages from Lidar Point Clouds | YANG, ANDREW GUS | 2614 | §103 | Non-Final OA | — | Pending | Jun 23, 2021 |
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