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
Dstillery Inc. currently manages 1 pending office action within the Transportation, E-Commerce & Mechanical Systems technology area. This active matter is assigned to 1 distinct art unit, showing a specific technical focus for the company's current prosecution efforts. The examination is being conducted by a distinct examiner, which limits the current administrative interactions to a single point of contact at the USPTO.
The busiest examiner for this portfolio is ANSARI, AZAM A, who is responsible for the 1 pending office action. Since there is only a single pending action in the entire portfolio, this examiner handles the total current workload for Dstillery Inc. Practitioners can focus their strategy entirely on the specific requirements and historical patterns of this individual and the art unit involved.
The alignment of the pending office action with a distinct examiner and art unit suggests a streamlined path for the current application. In the Transportation, E-Commerce & Mechanical Systems sector, such focused prosecution allows for a direct dialogue with ANSARI, AZAM A. Success in this matter will depend on addressing the specific concerns raised in the single pending action without the complexity of managing multiple examiners or art units.
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 |
|---|---|---|---|
| ANSARI, AZAM A | 1 | 47.3% | +47.9% |
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 |
|---|---|---|---|
| 18779937 | ARTIFICIAL INTELLIGENCE AND/OR MACHINE LEARNING MODELS TRAINED TO PREDICT USER ACTIONS BASED ON AN EMBEDDING OF NETWORK LOCATIONS | ANSARI, AZAM 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 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18779937 | ARTIFICIAL INTELLIGENCE AND/OR MACHINE LEARNING MODELS TRAINED TO PREDICT USER ACTIONS BASED ON AN EMBEDDING OF NETWORK LOCATIONS | ANSARI, AZAM A | — |
| Art Unit | Apps |
|---|---|
| 3621 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18779937 | ARTIFICIAL INTELLIGENCE AND/OR MACHINE LEARNING MODELS TRAINED TO PREDICT USER ACTIONS BASED ON AN EMBEDDING OF NETWORK LOCATIONS | ANSARI, AZAM A | 3621 | §101§103Other | Non-Final OA | — | Pending | Jul 22, 2024 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialDstillery Inc. has 1 pending office actions as of October 2026, spread across 1 art units and 1 examiners.
Azam A Ansari has the most, with 1 of Dstillery Inc.'s pending office actions.
Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.
