Technology areas: Computing & Software • Communications
6 pending office actions • 6 art units • 6 examiners • 0 of 6 (0%) have an AI response strategy ready
LG Management Development Institute Co. Ltd. has 6 pending office actions in Computing & Software. Each matter is associated with a distinct examiner and a distinct art unit, giving the docket a fully distributed assignment pattern.
COLE, BRANDON S is the busiest examiner, with 1 pending matter. Since no examiner or art unit repeats in the profile, practitioners should emphasize consistent internal claim review while tailoring responses to each individual examination record.
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 (17%) |
| §101 + other | 2 (33%) |
| Multi-statute (no §101) | 3 (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 |
|---|---|---|---|
| COLE, BRANDON S | 1 | 79.1% | +7.7% |
| NGUYEN, PHONG H | 1 | 70.8% | +20.6% |
| BROWN, SARA GRACE | 1 | 28.8% | +32.3% |
| HEBERT, THEODORE E | 1 | 74.2% | +14.2% |
| HAUK, EMILY ROSE | 1 | 100.0% | +0.0% |
| ANSARI, TAHMINA N | 1 | 85.4% | +18.5% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19422354 | METHOD AND SYSTEM FOR PROVIDING AI AGENT BASED ON LLM APPLYING ARTIFICIAL INTELLIGENCE MODEL INCLUDING PLURALITY OF MODELS | COLE, BRANDON S | — |
| 19379630 | METHOD AND SYSTEM FOR PROVIDING INTELLIGENT RESPONSE AGENT BASED ON SOPHISTICATED REASONING AND INFERENCE FUNCTION | NGUYEN, PHONG H | — |
| 19069386 | METHOD AND APPARATUS FOR OPTIMIZING SCHEDULING USING REINFORCEMENT LEARNING | BROWN, SARA GRACE | — |
| 18970861 | METHOD AND SYSTEM FOR PERFORMING TASKS BASED ON THE CONTEXT OF TASK-ORIENTED DIALOGUE | HEBERT, THEODORE E | — |
| 18949410 | METHOD AND SYSTEM FOR PROVIDING SPECIALIZED DOCUMENT SHARING PLATFORM | HAUK, EMILY ROSE | — |
| 18904003 | ARTIFICIAL INTELLIGENCE DEVICE AND METHOD FOR RECOGNIZING STRUCTURAL FORMULA IMAGE | ANSARI, TAHMINA N | — |
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 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19379630 | METHOD AND SYSTEM FOR PROVIDING INTELLIGENT RESPONSE AGENT BASED ON SOPHISTICATED REASONING AND INFERENCE FUNCTION | NGUYEN, PHONG H | — |
| 19069386 | METHOD AND APPARATUS FOR OPTIMIZING SCHEDULING USING REINFORCEMENT LEARNING | BROWN, SARA GRACE | — |
| 18970861 | METHOD AND SYSTEM FOR PERFORMING TASKS BASED ON THE CONTEXT OF TASK-ORIENTED DIALOGUE | HEBERT, THEODORE E | — |
| 18904003 | ARTIFICIAL INTELLIGENCE DEVICE AND METHOD FOR RECOGNIZING STRUCTURAL FORMULA IMAGE | ANSARI, TAHMINA N | — |
| Art Unit | Apps |
|---|---|
| 2128 | 1 |
| 2156 | 1 |
| 3625 | 1 |
| 2199 | 1 |
| 2669 | 1 |
| 2674 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19422354 | METHOD AND SYSTEM FOR PROVIDING AI AGENT BASED ON LLM APPLYING ARTIFICIAL INTELLIGENCE MODEL INCLUDING PLURALITY OF MODELS | COLE, BRANDON S | 2128 | §101 | Final Rejection | — | Pending | Dec 16, 2025 |
| 19379630 | METHOD AND SYSTEM FOR PROVIDING INTELLIGENT RESPONSE AGENT BASED ON SOPHISTICATED REASONING AND INFERENCE FUNCTION | NGUYEN, PHONG H | 2156 | §103§112 | Non-Final OA | — | Pending | Nov 04, 2025 |
| 19069386 | METHOD AND APPARATUS FOR OPTIMIZING SCHEDULING USING REINFORCEMENT LEARNING | BROWN, SARA GRACE | 3625 | §101§103 | Final Rejection | — | Pending | Mar 04, 2025 |
| 18970861 | METHOD AND SYSTEM FOR PERFORMING TASKS BASED ON THE CONTEXT OF TASK-ORIENTED DIALOGUE | HEBERT, THEODORE E | 2199 | §101§103Other | Non-Final OA | — | Pending | Dec 05, 2024 |
| 18949410 | METHOD AND SYSTEM FOR PROVIDING SPECIALIZED DOCUMENT SHARING PLATFORM | HAUK, EMILY ROSE | 2669 | §102§103§112 | Non-Final OA | — | Pending | Nov 15, 2024 |
| 18904003 | ARTIFICIAL INTELLIGENCE DEVICE AND METHOD FOR RECOGNIZING STRUCTURAL FORMULA IMAGE | ANSARI, TAHMINA N | 2674 | §102§103 | Non-Final OA | — | Pending | Oct 01, 2024 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialLG Management Development Institute Co. Ltd. has 6 pending office actions as of October 2026, spread across 6 art units and 6 examiners.
Brandon S Cole has the most, with 1 of LG Management Development Institute Co. Ltd.'s pending office actions.
Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.
