Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready
Demand Science Group LLC is active in the Computing & Software technology area, currently managing 2 pending office actions. These actions are split between 2 distinct examiners, ensuring that no individual controls the company's pending matters. The prosecution is taking place across 2 distinct art units.
The busiest examiner for the portfolio is MAHMOOD, REZWANUL, who is responsible for 1 pending office action. Because there are 2 pending actions and 2 distinct examiners, each examiner is currently handling 1 matter. This relationship extends to the art units, as each of the 2 distinct art units contains a pending action.
For a portfolio of this size, the lack of overlap between examiners and art units is notable. Practitioners must navigate different sets of art unit guidelines and different examiner styles simultaneously. The 2 pending office actions represent the current workload within the Computing & Software sector.
Based on the USPTO statutory response window for each pending office action. 1 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 (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 |
|---|---|---|---|
| MAHMOOD, REZWANUL | 1 | 46.0% | +33.9% |
| WALSH, EMMETT K | 1 | 52.7% | +20.3% |
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 |
|---|---|---|---|
| 19060039 | DENOISING SYSTEM AND METHOD | MAHMOOD, REZWANUL | 42d |
| 18890638 | JOB ONTOLOGY GENERATION AND MAINTAINING SYSTEM AND METHOD | WALSH, EMMETT K | — |
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 |
|---|---|---|---|
| 19060039 | DENOISING SYSTEM AND METHOD | MAHMOOD, REZWANUL | 42d |
| 18890638 | JOB ONTOLOGY GENERATION AND MAINTAINING SYSTEM AND METHOD | WALSH, EMMETT K | — |
| Art Unit | Apps |
|---|---|
| 2159 | 1 |
| 3628 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19060039 | DENOISING SYSTEM AND METHOD | MAHMOOD, REZWANUL | 2159 | §101 | Final Rejection | 42d | Pending | Feb 21, 2025 |
| 18890638 | JOB ONTOLOGY GENERATION AND MAINTAINING SYSTEM AND METHOD | WALSH, EMMETT K | 3628 | §101 | Non-Final OA | — | Pending | Sep 19, 2024 |
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