Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
6 pending office actions • 5 clients • 6 examiners • 5 art units • 0 of 6 (0%) have an AI response strategy ready • 20 patents granted in the last 365 days
Chamberlain, Hrdlicka, White, Williams & Aughtry manages 350 career applications in the Transportation, E-Commerce & Mechanical Systems technology area. The firm has 5 pending office actions and a resolved allowance rate of 89.67 percent.
The average of 3.24 office actions per allowance indicates the typical volume of communication with the USPTO. This figure helps practitioners understand the number of responses often required to reach an allowance. The 89.67 percent allowance rate, paired with the 3.24 average office actions, reflects the firm's historical track record in this specific technology sector.
Based on the USPTO statutory response window for each pending office action. 2 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
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 (33%) |
| §101 + other | 2 (33%) |
| §103 only | 2 (33%) |
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 |
|---|---|---|---|
| NOAMAN, BASSAM A | 1 | 79.1% | +46.2% |
| PRICE, MITCHELL JAMES | 1 | 83.3% | +25.0% |
| NGUYEN, LIZ P | 1 | 61.1% | +6.0% |
| MANEJWALA, ISMAIL A | 1 | 49.1% | +50.6% |
| KUNTZ, JEWEL A | 1 | 70.9% | +16.4% |
| PRATT, EHRIN LARMONT | 1 | 15.3% | +13.0% |
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 |
|---|---|---|---|
| 18640701 | TRAILER SYSTEM FOR TRANSPORTING GRANULAR MATERIAL | PRICE, MITCHELL JAMES | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18598515 | GENERATION OF VISUALIZATIONS BASED ON MACHINE LEARNING OUTPUTS | NGUYEN, LIZ P | 28d overdue |
| 18274751 | SYSTEMS AND METHODS FOR INFERRING ASSET TYPES WITH MACHINE LEARNING FOR COMMERCIAL REAL ESTATE | PRATT, EHRIN LARMONT | 9d overdue |
| 18498732 | METHOD AND SYSTEM FOR PROCESSING DATA USING MACHINE LEARNING MODELS | MANEJWALA, ISMAIL A | — |
| 18461799 | VIN-BASED AUTO-CALIBRATION FOR TELEMATICS DEVICE | KUNTZ, JEWEL A | — |
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 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18274751 | SYSTEMS AND METHODS FOR INFERRING ASSET TYPES WITH MACHINE LEARNING FOR COMMERCIAL REAL ESTATE | PRATT, EHRIN LARMONT | 9d overdue |
| 19313056 | METHOD AND SYSTEM FOR INFERRING DOCUMENT SENSITIVITY | NOAMAN, BASSAM A | — |
| 18640701 | TRAILER SYSTEM FOR TRANSPORTING GRANULAR MATERIAL | PRICE, MITCHELL JAMES | — |
| 18498732 | METHOD AND SYSTEM FOR PROCESSING DATA USING MACHINE LEARNING MODELS | MANEJWALA, ISMAIL A | — |
| 18461799 | VIN-BASED AUTO-CALIBRATION FOR TELEMATICS DEVICE | KUNTZ, JEWEL A | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Altus Group | 2 |
| Dtex Systems Inc. | 1 |
| Maxxim Industries Ii S.A.P.I. De C.V | 1 |
| Geometris LP | 1 |
| Scryer, Inc. dba Reonomy | 1 |
| Art Unit | Apps |
|---|---|
| 3611 | 1 |
| 3696 | 1 |
| 3628 | 1 |
| 3666 | 1 |
| 3629 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19313056 | METHOD AND SYSTEM FOR INFERRING DOCUMENT SENSITIVITY | Dtex Systems Inc. | NOAMAN, BASSAM A | §103 | Non-Final OA | — | Pending | Aug 28, 2025 | |
| 18640701 | TRAILER SYSTEM FOR TRANSPORTING GRANULAR MATERIAL | Maxxim Industries Ii S.A.P.I. De C.V | PRICE, MITCHELL JAMES | 3611 | §103 | Final Rejection | — | Pending | Apr 19, 2024 |
| 18598515 | GENERATION OF VISUALIZATIONS BASED ON MACHINE LEARNING OUTPUTS | Argus Software, Inc. | NGUYEN, LIZ P | 3696 | §101§103 | Final Rejection | 28d overdue | Pending | Mar 07, 2024 |
| 18498732 | METHOD AND SYSTEM FOR PROCESSING DATA USING MACHINE LEARNING MODELS | Argus Software, Inc. | MANEJWALA, ISMAIL A | 3628 | §101 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18461799 | VIN-BASED AUTO-CALIBRATION FOR TELEMATICS DEVICE | Geometris LP | KUNTZ, JEWEL A | 3666 | §101§103 | Final Rejection | — | Pending | Sep 06, 2023 |
| 18274751 | SYSTEMS AND METHODS FOR INFERRING ASSET TYPES WITH MACHINE LEARNING FOR COMMERCIAL REAL ESTATE | Scryer, Inc. Dba Reonomy | PRATT, EHRIN LARMONT | 3629 | §101 | Final Rejection | 9d overdue | Pending | Jul 28, 2023 |
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