Prosecution Insights
Last updated: October 26, 2026

GDM Holding LLC

Technology areas: Computing & Software • Communications • Transportation, E-Commerce & Mechanical Systems

12 pending office actions • 12 art units • 12 examiners • 0 of 12 (0%) have an AI response strategy ready • 82 patents granted in the last 365 days

Analysis

GDM Holding LLC currently has 12 pending office actions in the Communications technology area. These 12 actions are assigned to 12 distinct examiners, meaning that every pending application is being reviewed by a different person. The portfolio is also distributed across 12 distinct art units, showing a high degree of technical variety for the company's active cases.

CLOTHIER, MATTHEW MORRIS is identified as the busiest examiner, but he is currently managing only 1 pending office action. Because there are 12 pending office actions and 12 distinct examiners, every examiner involved holds an equal portion of the company's active prosecution workload. This complete lack of examiner concentration means that the company must navigate 12 different individual examination styles simultaneously without any overlap.

The 12 distinct art units involved for these 12 pending office actions indicate that the company's innovations are being evaluated by many different specialized divisions. Practitioners cannot rely on a single examiner's precedent, as CLOTHIER, MATTHEW MORRIS and the other examiners each bring their own perspectives to the actions. This spread across 12 distinct art units requires a versatile approach to patent prosecution within the Communications sector.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

12
Total Pending OAs
9
Non-Final OAs
3
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 2 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

1
Overdue
0
Due this week
0
Due this month
1
Due in next 60 days
0
Due later

Case Difficulty Mix

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.

5
Hard (42%)
5
Medium (42%)
2
Easy (17%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (8%)
§101 + other2 (17%)
§103 only3 (25%)
§102 only1 (8%)
Double-patenting only2 (17%)
Double-patenting + other1 (8%)
Multi-statute (no §101)2 (17%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
5
Information Tech
42% of docket
3
Communications
25% of docket
1
Semiconductors
8% of docket
3
Mechanical / Eng
25% of docket
0
Business / Other
0% of docket

Time-on-OA Estimate

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.

120 h
Manual time on pending OAs
24 h
Time saved (low, 20%)
42 h
Time saved (mid, 35%)
1.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
CLOTHIER, MATTHEW MORRIS 1 83.3% +20.0%
JUNG, JAEWOOK 1 83.3% +40.0%
JACKSON, DANIELLE MARIE 1 81.0% +26.7%
JEANGLAUDE, JEAN BRUNER 1 93.7% +5.6%
DO, TRUC M 1 82.4% +6.1%
SALTARELLI, DOMINIC D 1 79.1% +14.8%
SHANKAR, VIJAY 1 90.8% +8.7%
SALVUCCI, MATTHEW D 1 72.4% +27.1%
HONORE, EVEL NMN 1 50.0% +28.6%
MILLER, DANIEL E 1 40.0% +38.1%

Quick Wins (4)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
19421916 VIDEO GENERATION NEURAL NETWORKS WITH CAMERA AND SUBJECT MOTION INPUTS CLOTHIER, MATTHEW MORRIS —
19200502 DATA-DRIVEN ROBOT CONTROL JACKSON, DANIELLE MARIE —
19193756 POPULATION BASED TRAINING OF NEURAL NETWORKS JEANGLAUDE, JEAN BRUNER —
19041971 GENERATIVE INTERACTIVE ENVIRONMENTS SHANKAR, VIJAY —

Hard Cases (5)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.

App #TitleExaminerDue in
18102053 USING EMBEDDINGS, GENERATED USING ROBOT ACTION MODELS, IN CONTROLLING ROBOT TO PERFORM ROBOTIC TASK BLUST, JASON W 3d overdue
17337376 STABLE AND EFFICIENT TRAINING OF ADVERSARIAL MODELS BY AN ITERATED UPDATE OPERATION OF SECOND ORDER OR HIGHER CHUANG, SU-TING 41d
19206894 SEMI-SUPERVISED LEARNING OF ROBOT CONTROL POLICIES JUNG, JAEWOOK —
19107481 SYSTEM(S) AND METHOD(S) OF USING BEHAVIORAL CLONING VALUE APPROXIMATION IN TRAINING AND REFINING ROBOTIC CONTROL POLICIES DO, TRUC M —
18829662 Chip Architecture Gradient-Descent HONORE, EVEL NMN —

Interview Candidates (7)

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 7 ordered by deadline are shown.

App #TitleExaminerDue in
19421916 VIDEO GENERATION NEURAL NETWORKS WITH CAMERA AND SUBJECT MOTION INPUTS CLOTHIER, MATTHEW MORRIS —
19206894 SEMI-SUPERVISED LEARNING OF ROBOT CONTROL POLICIES JUNG, JAEWOOK —
19200502 DATA-DRIVEN ROBOT CONTROL JACKSON, DANIELLE MARIE —
19059132 GENERATING IMAGES USING NEURAL NETWORKS SALTARELLI, DOMINIC D —
19039704 BUILDING IMAGE GENERATION TRAINING DATASETS USING VARIABLE CAPTIONING SALVUCCI, MATTHEW D —
18829662 Chip Architecture Gradient-Descent HONORE, EVEL NMN —
18462628 TRANSISTOR-LEVEL SYNTHESIS MILLER, DANIEL E —

Top Art Units

Art UnitApps
2614 1
3656 1
3657 1
2122 1
3658 1
2421 1
2624 1
2613 1
2142 1
2851 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19421916 VIDEO GENERATION NEURAL NETWORKS WITH CAMERA AND SUBJECT MOTION INPUTS CLOTHIER, MATTHEW MORRIS 2614 §103 Final Rejection — Pending Dec 16, 2025
19206894 SEMI-SUPERVISED LEARNING OF ROBOT CONTROL POLICIES JUNG, JAEWOOK 3656 §101§102§103 Non-Final OA — Pending May 13, 2025
19200502 DATA-DRIVEN ROBOT CONTROL JACKSON, DANIELLE MARIE 3657 §102DP Non-Final OA — Pending May 06, 2025
19193756 POPULATION BASED TRAINING OF NEURAL NETWORKS JEANGLAUDE, JEAN BRUNER 2122 DP Non-Final OA — Pending Apr 29, 2025
19107481 SYSTEM(S) AND METHOD(S) OF USING BEHAVIORAL CLONING VALUE APPROXIMATION IN TRAINING AND REFINING ROBOTIC CONTROL POLICIES DO, TRUC M 3658 §103§112 Non-Final OA — Pending Feb 27, 2025
19059132 GENERATING IMAGES USING NEURAL NETWORKS SALTARELLI, DOMINIC D 2421 DP Non-Final OA — Pending Feb 20, 2025
19041971 GENERATIVE INTERACTIVE ENVIRONMENTS SHANKAR, VIJAY 2624 §102 Non-Final OA — Pending Jan 30, 2025
19039704 BUILDING IMAGE GENERATION TRAINING DATASETS USING VARIABLE CAPTIONING SALVUCCI, MATTHEW D 2613 §103 Non-Final OA — Pending Jan 28, 2025
18829662 Chip Architecture Gradient-Descent HONORE, EVEL NMN 2142 §101§102§103 Non-Final OA — Pending Sep 10, 2024
18462628 TRANSISTOR-LEVEL SYNTHESIS MILLER, DANIEL E 2851 §103 Final Rejection — Pending Sep 07, 2023
18102053 USING EMBEDDINGS, GENERATED USING ROBOT ACTION MODELS, IN CONTROLLING ROBOT TO PERFORM ROBOTIC TASK BLUST, JASON W 2132 §102§103 Final Rejection 3d overdue Pending Jan 26, 2023
17337376 STABLE AND EFFICIENT TRAINING OF ADVERSARIAL MODELS BY AN ITERATED UPDATE OPERATION OF SECOND ORDER OR HIGHER CHUANG, SU-TING 2146 §101 Non-Final OA 41d Pending Jun 02, 2021

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Frequently Asked Questions

How many pending USPTO office actions does GDM Holding LLC have?

GDM Holding LLC has 12 pending office actions as of October 2026, spread across 12 art units and 12 examiners.

Which USPTO examiner handles the most GDM Holding LLC applications?

Matthew Morris Clothier has the most, with 1 of GDM Holding LLC's pending office actions.

What technology area are GDM Holding LLC's patent applications in?

Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.

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