Technology area: Transportation, E-Commerce & Mechanical Systems
1 pending office actions • 1 art units • 1 examiners • 0 of 1 (0%) have an AI response strategy ready
Sizelytics LLC has 1 pending office action within the Transportation, E-Commerce & Mechanical Systems technology area. This action is being reviewed by 1 distinct examiner in 1 distinct art unit. The portfolio's current activity is focused on this single matter, representing the company's entire pending workload in this technology area.
The busiest examiner, CIVAN, ETHAN D, is responsible for 1 pending office action. This individual is the sole examiner assigned to the company's current filings. Prosecution efforts are dedicated to navigating the examination process with this specific individual and the 1 distinct art unit involved.
The concentration of the portfolio into 1 pending office action allows for a highly focused prosecution strategy. Practitioners can prioritize the specific technical requirements and historical tendencies of the 1 distinct examiner. Without other pending matters, the company's immediate patent goals in this area rely on the outcome of this single examination.
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 + other | 1 (100%) |
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 |
|---|---|---|---|
| CIVAN, ETHAN D | 1 | 69.0% | +28.4% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19204673 | SYSTEMS AND METHODS FOR AUTOMATIC FITTING AND PRODUCT RECOMMENDATIONS USING MACHINE LEARNING | CIVAN, ETHAN D | — |
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 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19204673 | SYSTEMS AND METHODS FOR AUTOMATIC FITTING AND PRODUCT RECOMMENDATIONS USING MACHINE LEARNING | CIVAN, ETHAN D | — |
| Art Unit | Apps |
|---|---|
| 3688 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19204673 | SYSTEMS AND METHODS FOR AUTOMATIC FITTING AND PRODUCT RECOMMENDATIONS USING MACHINE LEARNING | CIVAN, ETHAN D | 3688 | §101§103DP | Non-Final OA | — | Pending | May 12, 2025 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialSizelytics LLC has 1 pending office actions as of October 2026, spread across 1 art units and 1 examiners.
Ethan D Civan has the most, with 1 of Sizelytics LLC's pending office actions.
Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.
