Technology area: Communications
2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready
Rohirrim Inc. has 2 pending office actions in the Communications technology area. These matters are split between 2 distinct examiners and 2 distinct art units, meaning each pending application is being reviewed by a different person in a different technical division. This suggests the 2 pending cases involve distinct aspects of communications technology. Practitioners should treat each application as an independent prosecution effort, as the 2 distinct art units will likely have different examination priorities and timelines.
CHEN, XUEMEI G is the busiest examiner for the portfolio, with 1 pending office action. Since there are 2 pending office actions and 2 distinct examiners, each examiner is responsible for exactly one case. Counsel should prepare for two different examination styles, as the 2 distinct art units may apply different standards to the communications claims. The presence of 2 distinct examiners for 2 pending office actions ensures that the company receives a variety of perspectives on its communications innovations during the prosecution process.
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 |
|---|---|
| §103 only | 1 (50%) |
| Double-patenting only | 1 (50%) |
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 |
|---|---|---|---|
| CHEN, XUEMEI G | 1 | 77.1% | +25.6% |
| SHAH, PARAS D | 1 | 73.7% | +30.6% |
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 |
|---|---|---|---|
| 19266519 | EXTRACTING IMAGES AND DETERMINING THEIR MEANING FOR SEMANTIC IMAGE RETRIEVAL AND TRAINING A TRANSFORMER-BASED MULTI-MODAL LARGE LANGUAGE MODEL TO GENERATE DOMAIN-AWARE IMAGES BASED ON IMAGE MEANINGS | CHEN, XUEMEI G | 46d |
| 19171562 | COMPUTER-GENERATED CONTENT BASED ON TEXT CLASSIFICATION, SEMANTIC RELEVANCE, AND ACTIVATION OF DEEP LEARNING LARGE LANGUAGE MODELS | SHAH, PARAS D | — |
| Art Unit | Apps |
|---|---|
| 2661 | 1 |
| 2653 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19266519 | EXTRACTING IMAGES AND DETERMINING THEIR MEANING FOR SEMANTIC IMAGE RETRIEVAL AND TRAINING A TRANSFORMER-BASED MULTI-MODAL LARGE LANGUAGE MODEL TO GENERATE DOMAIN-AWARE IMAGES BASED ON IMAGE MEANINGS | CHEN, XUEMEI G | 2661 | §103 | Non-Final OA | 46d | Pending | Jul 11, 2025 |
| 19171562 | COMPUTER-GENERATED CONTENT BASED ON TEXT CLASSIFICATION, SEMANTIC RELEVANCE, AND ACTIVATION OF DEEP LEARNING LARGE LANGUAGE MODELS | SHAH, PARAS D | 2653 | DP | Non-Final OA | — | Pending | Apr 07, 2025 |
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Start Free TrialRohirrim Inc. has 2 pending office actions as of October 2026, spread across 2 art units and 2 examiners.
Xuemei G Chen has the most, with 1 of Rohirrim Inc.'s pending office actions.
Mostly Communications (USPTO Tech Center 2600), based on where its pending office actions are examined.
