Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready
Zzazz Inc. currently manages 2 pending office actions within the Transportation, E-Commerce & Mechanical Systems technology area. This portfolio is distributed across 2 distinct art units, reflecting a focused range of mechanical and e-commerce innovations. The prosecution involves 2 distinct examiners, which suggests that the company must navigate a small number of different examination styles to secure its patent rights.
The busiest examiner for this portfolio is CIRNU, ALEXANDRU, who is currently managing 1 pending office action. Since there are 2 distinct examiners for 2 pending office actions, the workload is split, and no single examiner has a larger share of the workload than the other. This requires the company to maintain separate lines of communication within the Transportation, E-Commerce & Mechanical Systems field to move its current applications forward.
The involvement of 2 distinct art units indicates that the company's 2 pending office actions cover different technical classifications. Practitioners must be prepared to address the specific requirements of both CIRNU, ALEXANDRU and the other assigned examiner. This focused portfolio allows for a high degree of attention to each of the 2 pending office actions.
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 | 2 (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 |
|---|---|---|---|
| CIRNU, ALEXANDRU | 1 | 42.6% | +21.7% |
| 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 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | CIRNU, ALEXANDRU | — |
| 18798869 | INTEGRATED SYSTEM AND METHOD FOR CONTEXTUAL, INTERACTIVE AND REWARDING ADVERTISEMENTS | 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 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | CIRNU, ALEXANDRU | — |
| 18798869 | INTEGRATED SYSTEM AND METHOD FOR CONTEXTUAL, INTERACTIVE AND REWARDING ADVERTISEMENTS | ANSARI, AZAM A | — |
| Art Unit | Apps |
|---|---|
| 3622 | 1 |
| 3600 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | CIRNU, ALEXANDRU | 3622 | §101§103§112 | Non-Final OA | — | Pending | Aug 13, 2025 |
| 18798869 | INTEGRATED SYSTEM AND METHOD FOR CONTEXTUAL, INTERACTIVE AND REWARDING ADVERTISEMENTS | ANSARI, AZAM A | 3600 | §101§103 | Final Rejection | — | Pending | Aug 09, 2024 |
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Start Free TrialZzazz Inc. has 2 pending office actions as of October 2026, spread across 2 art units and 2 examiners.
Alexandru Cirnu has the most, with 1 of Zzazz Inc.'s pending office actions.
Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.