Technology area: Transportation, E-Commerce & Mechanical Systems
14 pending office actions • 10 clients • 14 examiners • 13 art units • 0 of 14 (0%) have an AI response strategy ready
USX IP LLC has 14 pending office actions in Transportation, E-Commerce & Mechanical Systems and 116 career applications. The open matters are presented within a recorded application base, giving the current workload portfolio context.
The resolved allowance rate is 87.88%, with an average of 2.76 office actions per allowance. The figures show that resolved matters generally involve multiple examination exchanges, alongside a high reported rate of resolved allowances.
For practitioners, the profile provides a compact view of workload, recorded activity, and outcomes. Those measures can inform expectations for response planning while keeping current pending matters distinct from the historical resolved record.
Based on the USPTO statutory response window for each pending office action. 4 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 4 of the docket's apps have a known mailing date.
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 | 4 (29%) |
| §101 + other | 3 (21%) |
| §103 only | 2 (14%) |
| Double-patenting only | 2 (14%) |
| Multi-statute (no §101) | 3 (21%) |
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 |
|---|---|---|---|
| TALUKDAR, ARVIND | 1 | 80.1% | +4.3% |
| LI, MENG | 1 | 86.4% | +20.2% |
| HUANG, CHENG-FENG | 1 | 87.9% | +15.8% |
| WEBB, JESSICA MARIE | 1 | 33.6% | +53.0% |
| JUSTICE, MICHAEL W | 1 | 83.3% | +16.3% |
| SEIBERT, CHRISTOPHER B | 1 | 58.2% | +41.3% |
| DUGDA, MULUGETA TUJI | 1 | 81.7% | +24.3% |
| BHAT, ADITYA S | 1 | 81.1% | +10.1% |
| CHU, YONG LIANG | 1 | 74.9% | +3.2% |
| OYER, ANDREW J | 1 | 79.2% | +16.8% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19052382 | HIGH-SPEED NETWORK PACKET PAYLOAD INSPECTION SYSTEM BASED ON EBPF (EXTENDED BERKELEY PACKET FILTER)/XDP (EXPRESS DATA PATH) FOR CONTAINER ENVIRONMENT | HUANG, CHENG-FENG | — |
| 19018328 | COLOR-EXHIBITING STRUCTURE FOR HIDING RADAR SENSOR, AND A RADAR APPARATUS | JUSTICE, MICHAEL W | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17710143 | APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS | PRATT, EHRIN LARMONT | 5d overdue |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | BIANCAMANO, ALYSSA N | 27d |
| 18348499 | APPARATUS AND METHOD FOR CALCULATING SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING AND HEATWAVE WARNING APPARATUS AND METHOD BASED ON SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING | SINGLETARY, MICHAEL J | 35d |
| 19302320 | METHOD FOR LOGICAL STORAGE MANAGEMENT FOR INTEGRATED MANAGEMENT OF HETEROGENEOUS STORAGE IN A MACHINE LEARNING ENVIRONMENT AND MACHINE LEARNING SYSTEM THEREFOR | TALUKDAR, ARVIND | — |
| 19210538 | DEVICE AND METHOD FOR PERFORMING TASK FOR CYBERSECURITY BASED ON DARK WEB | LI, MENG | — |
| 19100724 | METHOD FOR PREDICTING RISK OF BRAIN DISEASE AND METHOD FOR TRAINING RISK ANALYSIS MODEL FOR BRAIN DISEASE | WEBB, JESSICA MARIE | — |
| 18987173 | METHOD AND APPARATUS FOR IDENTIFYING PERSONAL INFORMATION FROM TEXT USING A MULTI-STAGE DETECTION APPROACH | DUGDA, MULUGETA TUJI | — |
| 18778307 | ELECTRONIC DEVICE FOR IMPLEMENTING TEMPERATURE PREDICTION AND CONTROL SYSTEM AND CONTROL METHOD THEREOF | BHAT, ADITYA S | — |
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 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19210538 | DEVICE AND METHOD FOR PERFORMING TASK FOR CYBERSECURITY BASED ON DARK WEB | LI, MENG | — |
| 19052382 | HIGH-SPEED NETWORK PACKET PAYLOAD INSPECTION SYSTEM BASED ON EBPF (EXTENDED BERKELEY PACKET FILTER)/XDP (EXPRESS DATA PATH) FOR CONTAINER ENVIRONMENT | HUANG, CHENG-FENG | — |
| 19100724 | METHOD FOR PREDICTING RISK OF BRAIN DISEASE AND METHOD FOR TRAINING RISK ANALYSIS MODEL FOR BRAIN DISEASE | WEBB, JESSICA MARIE | — |
| 19018328 | COLOR-EXHIBITING STRUCTURE FOR HIDING RADAR SENSOR, AND A RADAR APPARATUS | JUSTICE, MICHAEL W | — |
| 19004883 | METHOD, DEVICE, AND SYSTEM FOR INTERACTIVE PRODUCT SHOPPING | SEIBERT, CHRISTOPHER B | — |
| 18987173 | METHOD AND APPARATUS FOR IDENTIFYING PERSONAL INFORMATION FROM TEXT USING A MULTI-STAGE DETECTION APPROACH | DUGDA, MULUGETA TUJI | — |
| 18778307 | ELECTRONIC DEVICE FOR IMPLEMENTING TEMPERATURE PREDICTION AND CONTROL SYSTEM AND CONTROL METHOD THEREOF | BHAT, ADITYA S | — |
| 18528128 | POROUS NANOPARTICLE-BASED RADIATIVE COOLING MATERIAL AND RADIATIVE COOLING DEVICE USING THE SAME | OYER, ANDREW J | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Socra AI | 3 |
| S2W INC. | 2 |
| Kyung Hee University | 2 |
| Vessl Al Korea Inc. | 1 |
| KAIST | 1 |
| Near Brain Inc. | 1 |
| Gripcompany Co., Ltd. | 1 |
| Ineeji | 1 |
| University-Industry Cooperation Group Of Kyung Hee Univerity | 1 |
| National Institute of Meteorological Sciences | 1 |
| Art Unit | Apps |
|---|---|
| 2857 | 2 |
| 2132 | 1 |
| 2437 | 1 |
| 2497 | 1 |
| 3683 | 1 |
| 3648 | 1 |
| 3688 | 1 |
| 2653 | 1 |
| 1731 | 1 |
| 1767 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19302320 | METHOD FOR LOGICAL STORAGE MANAGEMENT FOR INTEGRATED MANAGEMENT OF HETEROGENEOUS STORAGE IN A MACHINE LEARNING ENVIRONMENT AND MACHINE LEARNING SYSTEM THEREFOR | Vessl Al Korea Inc. | TALUKDAR, ARVIND | 2132 | §102§103 | Non-Final OA | — | Pending | Aug 18, 2025 |
| 19210538 | DEVICE AND METHOD FOR PERFORMING TASK FOR CYBERSECURITY BASED ON DARK WEB | Korea Advanced Institute Of Science And Technology | LI, MENG | 2437 | §101§103§112 | Non-Final OA | — | Pending | May 16, 2025 |
| 19052382 | HIGH-SPEED NETWORK PACKET PAYLOAD INSPECTION SYSTEM BASED ON EBPF (EXTENDED BERKELEY PACKET FILTER)/XDP (EXPRESS DATA PATH) FOR CONTAINER ENVIRONMENT | S2W Inc. | HUANG, CHENG-FENG | 2497 | DP | Non-Final OA | — | Pending | Feb 13, 2025 |
| 19100724 | METHOD FOR PREDICTING RISK OF BRAIN DISEASE AND METHOD FOR TRAINING RISK ANALYSIS MODEL FOR BRAIN DISEASE | Near Brain Inc. | WEBB, JESSICA MARIE | 3683 | §101 | Final Rejection | — | Pending | Feb 03, 2025 |
| 19018328 | COLOR-EXHIBITING STRUCTURE FOR HIDING RADAR SENSOR, AND A RADAR APPARATUS | UNIVERSITY-INDUSTRY COOPERATION GROUP OF KYUNG HEE UNIVERSITY | JUSTICE, MICHAEL W | 3648 | §103 | Non-Final OA | — | Pending | Jan 13, 2025 |
| 19004883 | METHOD, DEVICE, AND SYSTEM FOR INTERACTIVE PRODUCT SHOPPING | Gripcompany Co., Ltd. | SEIBERT, CHRISTOPHER B | 3688 | DP | Non-Final OA | — | Pending | Dec 30, 2024 |
| 18987173 | METHOD AND APPARATUS FOR IDENTIFYING PERSONAL INFORMATION FROM TEXT USING A MULTI-STAGE DETECTION APPROACH | S2W Inc. | DUGDA, MULUGETA TUJI | 2653 | §101§103 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18778307 | ELECTRONIC DEVICE FOR IMPLEMENTING TEMPERATURE PREDICTION AND CONTROL SYSTEM AND CONTROL METHOD THEREOF | Ineeji Co., Ltd. | BHAT, ADITYA S | 2857 | §101§102 | Non-Final OA | — | Pending | Jul 19, 2024 |
| 18413547 | FERROELECTRIC ZAO(ZIRCONIUM ALUMINIUM OXIDE) COMPOUND, MANUFACTURING METHOD THEREOF, FERROELECTRIC THIN FILM TRANSISTOR INCLUDING THE SAME, AND MANUFACTURING METHOD THEREOF | UNIVERSITY-INDUSTRY COOPERATION GROUP OF KYUNG HEE UNIVERSITY | CHU, YONG LIANG | 1731 | §102§103 | Non-Final OA | — | Pending | Jan 16, 2024 |
| 18528128 | POROUS NANOPARTICLE-BASED RADIATIVE COOLING MATERIAL AND RADIATIVE COOLING DEVICE USING THE SAME | University-Industry Cooperation Group Of Kyung Hee Univerity | OYER, ANDREW J | 1767 | §102§112 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18348499 | APPARATUS AND METHOD FOR CALCULATING SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING AND HEATWAVE WARNING APPARATUS AND METHOD BASED ON SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING | National Institute Of Meteorological Sciences | SINGLETARY, MICHAEL J | 2857 | §101 | Non-Final OA | 35d | Pending | Jul 07, 2023 |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | Socra AI Inc. | BIANCAMANO, ALYSSA N | 3715 | §101 | Final Rejection | 27d | Pending | Jun 30, 2022 |
| 17710143 | APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS | Socra AI Inc. | PRATT, EHRIN LARMONT | 3629 | §101 | Final Rejection | 5d overdue | Pending | Mar 31, 2022 |
| 17646928 | LEARNING CONTENT RECOMMENDATION SYSTEM FOR PREDICTING PROBABILITY OF CORRECT ANSWER OF USER USING COLLABORATIVE FILTERING BASED ON LATENT FACTOR AND OPERATION METHOD THEREOF | Socra AI Inc. | KNIGHT, PAUL M | 2148 | §103 | Final Rejection | 29d | Pending | Jan 04, 2022 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial87.9% of resolved applications prosecuted by Usx Ip LLC were allowed, across 116 applications in USPTO records.
2.76 office actions per allowed application on average.
14 pending office actions as of October 2026, for 10 clients, before 14 examiners in 13 art units.
