Technology areas: Communications • Transportation, E-Commerce & Mechanical Systems
2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready • 2 patents granted in the last 365 days
Doma Technology LLC has 1 pending office action in the Communications technology area. This action is assigned to 1 distinct examiner, ZHU, RICHARD Z, who is also the busiest examiner for the portfolio. The prosecution is located within 1 distinct art unit, which matches the number of distinct examiners involved.
ZHU, RICHARD Z handles 1 busiest examiner pending action. This number is equal to the 1 total pending office action for the company, meaning this examiner is responsible for the entire pending portfolio. Because there is only 1 distinct art unit, the technical review is confined to a single specialized group at the USPTO.
The presence of 1 pending office action indicates a singular focus for the company's current prosecution efforts. For a practitioner, the fact that 1 distinct examiner and 1 distinct art unit are involved means that the strategy is entirely dependent on the review of ZHU, RICHARD Z. The 1 busiest examiner pending action represents the full scope of the company's current interactions with the office.
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 | 1 (50%) |
| §101 + other | 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 |
|---|---|---|---|
| SANTOS-DIAZ, MARIA C | 1 | 32.7% | +31.4% |
| ZHU, RICHARD Z | 1 | 69.3% | +15.5% |
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 |
|---|---|---|---|
| 19246305 | PREDICTIVE MACHINE LEARNING MODELS | SANTOS-DIAZ, MARIA C | 55d |
| 19190930 | PREDICTIVE TIME SERIES DATA OBJECT MACHINE LEARNING SYSTEM | ZHU, RICHARD Z | — |
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 |
|---|---|---|---|
| 19246305 | PREDICTIVE MACHINE LEARNING MODELS | SANTOS-DIAZ, MARIA C | 55d |
| 19190930 | PREDICTIVE TIME SERIES DATA OBJECT MACHINE LEARNING SYSTEM | ZHU, RICHARD Z | — |
| Art Unit | Apps |
|---|---|
| 3629 | 1 |
| 2654 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19246305 | PREDICTIVE MACHINE LEARNING MODELS | SANTOS-DIAZ, MARIA C | 3629 | §101Other | Final Rejection | 55d | Pending | Jun 23, 2025 |
| 19190930 | PREDICTIVE TIME SERIES DATA OBJECT MACHINE LEARNING SYSTEM | ZHU, RICHARD Z | 2654 | §101§103 | Non-Final OA | — | Pending | Apr 28, 2025 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialDoma Technology LLC has 2 pending office actions as of October 2026, spread across 2 art units and 2 examiners.
Maria C Santos-Diaz has the most, with 1 of Doma Technology LLC's pending office actions.
Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.
