Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
3 pending office actions • 3 art units • 3 examiners • 0 of 3 (0%) have an AI response strategy ready
Liveintent Inc. is currently managing 3 pending office actions in the Computing & Software technology area. These actions are distributed among 3 distinct examiners, meaning each case is under the review of a different individual. The portfolio also spans 3 distinct art units, which indicates that the company's software innovations are being evaluated across three different technical classifications. This distribution suggests a varied range of software applications within the company's intellectual property strategy.
MACASIANO, MARILYN G is the busiest examiner for this portfolio, holding 1 busiest examiner pending action. With 3 pending office actions in total, the workload is evenly spread, as each of the 3 distinct examiners is handling only one matter. This lack of examiner concentration means the company must tailor its approach to three different sets of feedback and examination styles. The 1 busiest examiner pending action reflects this even distribution of work.
Because the company is active in 3 distinct art units, the legal team must navigate the specific procedural nuances of each unit. The 3 pending office actions represent the current active challenges to the company's patent filings. Practitioners should be prepared for diverse technical objections, as no single examiner or art unit dominates the pending workload. This profile shows a company with a small but technically diverse software portfolio.
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 (67%) |
| Multi-statute (no §101) | 1 (33%) |
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 |
|---|---|---|---|
| BUI, HANH THI MINH | 1 | 79.2% | +65.5% |
| MACASIANO, MARILYN G | 1 | 57.7% | +17.1% |
| KE, PENG | 1 | 54.1% | +21.6% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18766547 | CAMPAIGN FEEDBACK BASED INCREMENTAL HYBRID AUDIENCE SUGGESTION AI ENGINE | MACASIANO, MARILYN G | 46d overdue |
| 18766531 | SOURCE AND MODEL FRAMEWORK | BUI, HANH THI MINH | — |
| 18766563 | MAP/REDUCE CONTROLLER SCHEDULER | KE, PENG | — |
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 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18766547 | CAMPAIGN FEEDBACK BASED INCREMENTAL HYBRID AUDIENCE SUGGESTION AI ENGINE | MACASIANO, MARILYN G | 46d overdue |
| 18766531 | SOURCE AND MODEL FRAMEWORK | BUI, HANH THI MINH | — |
| 18766563 | MAP/REDUCE CONTROLLER SCHEDULER | KE, PENG | — |
| Art Unit | Apps |
|---|---|
| 2192 | 1 |
| 3622 | 1 |
| 2194 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18766531 | SOURCE AND MODEL FRAMEWORK | BUI, HANH THI MINH | 2192 | §101 | Non-Final OA | — | Pending | Jul 08, 2024 |
| 18766547 | CAMPAIGN FEEDBACK BASED INCREMENTAL HYBRID AUDIENCE SUGGESTION AI ENGINE | MACASIANO, MARILYN G | 3622 | §101 | Final Rejection | 46d overdue | Pending | Jul 08, 2024 |
| 18766563 | MAP/REDUCE CONTROLLER SCHEDULER | KE, PENG | 2194 | §102§103 | Non-Final OA | — | Pending | Jul 08, 2024 |
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Start Free TrialLiveintent Inc. has 3 pending office actions as of October 2026, spread across 3 art units and 3 examiners.
Hanh Thi Minh Bui has the most, with 1 of Liveintent Inc.'s pending office actions.
Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.
