Prosecution Insights
Prosecution Insights
1 pending office actions • 0 art units • 1 examiners • 0 of 1 (0%) have an AI response strategy ready • 19 patents granted in the last 365 days
HiddenLayer, Inc. currently has 1 pending office action at the patent office. This single matter is being handled by 1 distinct examiners, specifically GAVRILENKO, VLADIMIR I. As the busiest examiner with 1 pending office action, GAVRILENKO, VLADIMIR I is responsible for the entirety of the company's current pending prosecution. The data shows 0 distinct art units for this portfolio, indicating a limited footprint for the company's current patent activity.
Because there is only 1 pending office action and 1 distinct examiners involved, the company's patent strategy is currently tied to the review of a single individual. This concentration means that the company's success depends on successfully navigating the requirements of this specific examiner. The presence of 0 distinct art units further suggests that the 1 pending office action is being handled in a specialized manner, requiring a focused response to the assigned examiner's concerns.
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 |
|---|---|
| Multi-statute (no §101) | 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 |
|---|---|---|---|
| GAVRILENKO, VLADIMIR I | 1 | 70.8% | +28.3% |
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 |
|---|---|---|---|
| 19196620 | Scanning and Detecting Threats in Machine Learning Models | GAVRILENKO, VLADIMIR I | — |
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 |
|---|---|---|---|
| 19196620 | Scanning and Detecting Threats in Machine Learning Models | GAVRILENKO, VLADIMIR I | — |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19196620 | Scanning and Detecting Threats in Machine Learning Models | GAVRILENKO, VLADIMIR I | — | §102§112 | Non-Final OA | — | Pending | May 01, 2025 |
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