Prosecution Insights
Last updated: October 04, 2026

Miller Johnson

Technology area: Transportation, E-Commerce & Mechanical Systems

15 pending office actions • 13 clients • 15 examiners • 11 art units • 0 of 15 (0%) have an AI response strategy ready • 33 patents granted in the last 365 days

Analysis

Miller Johnson is a patent law firm that focuses on Transportation, E-Commerce & Mechanical Systems. The firm has handled 622 career applications, resulting in a resolved allowance rate of 85.71 percent. Prosecution at the firm averages 3.08 office actions per allowance.

The firm currently manages 11 pending office actions. The 3.08 average office actions per allowance indicates a balanced approach to overcoming examiner rejections in the Transportation, E-Commerce & Mechanical Systems field. This data is derived from 622 career applications, providing a clear view of the firm's prosecution history.

An 85.71 percent allowance rate shows a strong track record of securing patent grants. The 3.08 average office actions per allowance suggests that practitioners can expect a moderate number of prosecution cycles. With 11 pending office actions, the firm continues to represent clients in this technical space.

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

Quality Metrics (n=622 apps, methodology: how we score firms)

85.7%
Allowance Rate
n=622
+0.53σ
Allowance Rate (norm)
n=622
3.1
OAs to Allowance
n=342
-0.25σ
OAs to Allow (norm)
n=342
932 days
Time to Allowance
n=342
+3.7pp
Interview Lift
n=622
29.1%
RCE Rate
n=622
2.4%
Appeal Rate
n=622

Rejection Performance (% of received rejections ultimately overcome)

48.3%
§101 Overcome
n=89
67.9%
§102 Overcome
n=165
66.8%
§103 Overcome
n=262
76.8%
§112 Overcome
n=155

Specialization & Scale

G05B, G06F, G06Q
Top CPC Subclasses
19%
Top-3 CPC Share
n=622
10
Practitioners
n=622
62.2
Apps / Practitioner
n=622

Portfolio Summary

15
Total Pending OAs
12
Non-Final OAs
3
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

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.

1
Overdue
0
Due this week
2
Due this month
0
Due in next 60 days
1
Due later

Deadline Fire Line

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.

-30dToday30d60d90d120d
Overdue (1)Due ≤ 30 days (2)Due later (1)

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.

8
Hard (53%)
3
Medium (20%)
4
Easy (27%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (7%)
§101 + other2 (13%)
§103 only1 (7%)
§102 only1 (7%)
§112 only3 (20%)
Double-patenting only1 (7%)
Double-patenting + other1 (7%)
Multi-statute (no §101)5 (33%)

Industry Mix

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

2
Life Sciences
13% of docket
0
Information Tech
0% of docket
2
Communications
13% of docket
0
Semiconductors
0% of docket
6
Mechanical / Eng
40% of docket
5
Business / Other
33% 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.

150 h
Manual time on pending OAs
30 h
Time saved (low, 20%)
52 h
Time saved (mid, 35%)
1.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
TRAN, PHUOC 1 85.3% +8.8%
ENGLISH, PETER C 1 32.8% +27.0%
AHMAD, FARIA F 1 76.7% +8.4%
OH, HARRY Y 1 85.2% +17.0%
COLEMAN, STEPHEN P 1 84.0% +11.3%
MA, KUN KAI 1 79.3% +12.9%
GABLER, PHILIP F 1 72.9% +23.4%
VOLZ, ELIZABETH J 1 66.7% +18.9%
MCCARRY JR, ROBERT J 1 81.8% +16.8%
O'MALLEY, CONOR AIDAN 1 71.4% -4.3%

Quick Wins (2)

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 #TitleExaminerDue in
19447265 Egg Preparation System in an Intelligent Automated Fertility Platform TRAN, PHUOC —
18787014 SYSTEM AND METHOD FOR PLACEMENT OF RAILROAD TIE PLATE MCCARRY JR, ROBERT J —

Hard Cases (8)

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 #TitleExaminerDue in
18213784 GRATED RAKE TC 3600, DOCKET 13d
18648680 Method and System for Verification of Persons in Portrait Paintings O'MALLEY, CONOR AIDAN 63d
19218745 Safety Device for Safeguarding a Danger Zone of an Automated Machine, in Particular a Robot OH, HARRY Y —
18942867 Method of Using a Coordinate Measuring Machine to Measure a Workpiece COLEMAN, STEPHEN P —
18862067 CONDITIONING SYSTEM FOR THERMAL EFFECTORS MA, KUN KAI —
18605898 Animal Waste Collection Apparatus QURESHI, REHMAN AHMED —
18481675 SYSTEM FOR INCREASING AND DISPLAYING EFFECTIVENESS AND EFFICIENCY OF STORMWATER INFRASTRUCTURE PEO, JONATHAN M —
18184195 BIODEGRADABLE WRAPPING FOR CARTRIDGES DEZENDORF, MORGAN FAITH —

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
18799252 FLIP SPOUT DRINKING CONTAINER VOLZ, ELIZABETH J 14d
19440047 Organic Rankine Cycle Decompression Heat Engine ENGLISH, PETER C —
19218745 Safety Device for Safeguarding a Danger Zone of an Automated Machine, in Particular a Robot OH, HARRY Y —
18942867 Method of Using a Coordinate Measuring Machine to Measure a Workpiece COLEMAN, STEPHEN P —
18862067 CONDITIONING SYSTEM FOR THERMAL EFFECTORS MA, KUN KAI —
18913246 COMFORT ASSEMBLY FOR A VEHICLE SEAT GABLER, PHILIP F —
18787014 SYSTEM AND METHOD FOR PLACEMENT OF RAILROAD TIE PLATE MCCARRY JR, ROBERT J —

Client Portfolio (13 clients)

Top Art Units

Art UnitApps
26681
39931
36751
36361
37331
36151
26751
17791
36001
36191

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19447265 Egg Preparation System in an Intelligent Automated Fertility Platform Conceivable Life Sciences Inc. TRAN, PHUOC 2668 §103 Non-Final OA — Pending Jan 13, 2026
19440047 Organic Rankine Cycle Decompression Heat Engine Heat Source Energy Corp. ENGLISH, PETER C 3993 §112DPOther Non-Final OA — Pending Jan 05, 2026
19294639 Tamper-Resistant Locking System and Method Willo Products Company, LLC AHMAD, FARIA F 3675 §102 Non-Final OA — Pending Aug 08, 2025
19218745 Safety Device for Safeguarding a Danger Zone of an Automated Machine, in Particular a Robot Pilz GmbH & Co. Kg OH, HARRY Y §102§103§112 Non-Final OA — Pending May 27, 2025
18942867 Method of Using a Coordinate Measuring Machine to Measure a Workpiece Carl Zeiss Industrielle Messtechnik GmbH COLEMAN, STEPHEN P §101§103 Non-Final OA — Pending Nov 11, 2024
18862067 CONDITIONING SYSTEM FOR THERMAL EFFECTORS Gentherm Incorporated MA, KUN KAI §102§112 Non-Final OA — Pending Oct 31, 2024
18913246 COMFORT ASSEMBLY FOR A VEHICLE SEAT Gentherm Incorporated GABLER, PHILIP F 3636 §112Other Final Rejection — Pending Oct 11, 2024
18799252 FLIP SPOUT DRINKING CONTAINER Tomy International, Inc. VOLZ, ELIZABETH J 3733 §112 Final Rejection 14d Pending Aug 09, 2024
18787014 SYSTEM AND METHOD FOR PLACEMENT OF RAILROAD TIE PLATE Genesis Rail Services Ii, LLC MCCARRY JR, ROBERT J 3615 DP Non-Final OA — Pending Jul 29, 2024
18648680 Method and System for Verification of Persons in Portrait Paintings Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. O'MALLEY, CONOR AIDAN 2675 §101§102§103§112 Non-Final OA 63d Pending Apr 29, 2024
18605898 Animal Waste Collection Apparatus The Great States Corporation QURESHI, REHMAN AHMED §102§103 Non-Final OA — Pending Mar 15, 2024
18481675 SYSTEM FOR INCREASING AND DISPLAYING EFFECTIVENESS AND EFFICIENCY OF STORMWATER INFRASTRUCTURE P4 Infrastructure, Inc. PEO, JONATHAN M 1779 §101 Non-Final OA — Pending Oct 05, 2023
18213784 GRATED RAKE The Great States Corporation TC 3600, DOCKET 3600 §102§103 Final Rejection 13d Pending Jun 23, 2023
18329451 SYSTEM AND METHOD FOR OPTIMIZING INSULIN DOSAGES FOR DIABETIC SUBJECTS Glytec, LLC WHALEY, PABLO S 3619 §112Other Non-Final OA 67d overdue Pending Jun 05, 2023
18184195 BIODEGRADABLE WRAPPING FOR CARTRIDGES Freelander Innovations Usa, LLC DEZENDORF, MORGAN FAITH 1755 §102§103 Non-Final OA — Pending Mar 15, 2023

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