Prosecution Insights
Last updated: October 04, 2026

Kim And Lahey Law Firm, LLC

Technology area: Transportation, E-Commerce & Mechanical Systems

15 pending office actions • 14 clients • 15 examiners • 10 art units • 0 of 15 (0%) have an AI response strategy ready

Analysis

KIM AND LAHEY LAW FIRM, LLC focuses on Transportation, E-Commerce & Mechanical Systems, with 571 career applications. The firm has a resolved allowance rate pct of 87.64. Currently, there are 12 pending office actions. The 87.64 resolved allowance rate pct across 571 applications shows a performance in its technology area. The 12 pending office actions are fewer than the career applications.

The firm averages 2.36 office actions per allowance. This suggests a path to allowance typically requiring interaction with the USPTO. The 2.36 avg office actions per allowance is a metric for clients evaluating the firm's prosecution efficiency. These performance statistics, based on 571 career applications, provide a picture of the firm's success in Transportation, E-Commerce & Mechanical Systems. Practitioners can use the resolved allowance rate pct and the avg office actions per allowance to set expectations for the prosecution cycle.

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

Quality Metrics (n=571 apps, methodology: how we score firms)

87.6%
Allowance Rate
n=571
+0.51σ
Allowance Rate (norm)
n=571
2.4
OAs to Allowance
n=319
-0.48σ
OAs to Allow (norm)
n=319
843 days
Time to Allowance
n=319
+6.2pp
Interview Lift
n=571
14.8%
RCE Rate
n=571
0.4%
Appeal Rate
n=571

Rejection Performance (% of received rejections ultimately overcome)

56.0%
§101 Overcome
n=50
71.4%
§102 Overcome
n=133
73.4%
§103 Overcome
n=214
73.8%
§112 Overcome
n=164

Specialization & Scale

G06Q, B64B, F41A
Top CPC Subclasses
14%
Top-3 CPC Share
n=571
0
Practitioners
n=571
—
Apps / Practitioner
n=571 (min 20)

Portfolio Summary

15
Total Pending OAs
8
Non-Final OAs
7
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 8 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

4
Overdue
1
Due this week
3
Due this month
0
Due in next 60 days
0
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. 8 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (4)Due ≤ 7 days (1)Due ≤ 30 days (3)

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.

13
Hard (87%)
2
Medium (13%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (13%)
§101 + other4 (27%)
§103 only2 (13%)
Multi-statute (no §101)7 (47%)

Industry Mix

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

1
Life Sciences
7% of docket
2
Information Tech
13% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
9
Mechanical / Eng
60% of docket
3
Business / Other
20% 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
BERGIN, JAMES S 1 79.4% +10.0%
KLEIN, GABRIEL J 1 65.9% +24.4%
SOREY, ROBERT A 1 49.3% +45.2%
HUANG, CHENG-FENG 1 87.8% +16.1%
CLEMENT, MICHELLE RENEE 1 69.6% +18.6%
KOLOSOWSKI-GAGER, KATHERINE 1 26.6% +31.1%
SUBRAMANIAN, NARAYANSWAMY 1 28.4% +30.3%
GEBREMICHAEL, BRUK A 1 22.1% +23.4%
AZUBUOGU, CHIEMERIE CHIBUZOR 1 0.0% +0.0%
BROTHERS, LAURENCE RAPHAEL 1 88.8% +16.2%

Hard Cases (14)

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
17552229 ENVIRONMENTAL MONITORING NAVIGATION SYSTEMS AND METHODS FOR SAME ALLEN, PAUL MCCARTHY 52d overdue
18350026 APPARATUS FOR STERILIZING MEDICAL INSTRUMENTS YOO, REGINA M 43d overdue
18362891 COMPUTERIZED SYSTEM FOR TEMPORAL, VOLUME, AND VELOCITY ANALYSIS OF AN ELECTRONIC COMMUNICATION SYSTEM NANO, SARGON N 30d overdue
19054868 MEDICAL DEVICE SYSTEM FOR PATIENT HEALTH CARE INFORMATION COLLECTION, COMMUNICATION AND MANAGEMENT SOREY, ROBERT A 23d overdue
19222071 MODULAR REACTION ROD WITH INTERCHANGEABLE HEAD FOR FIREARMS KLEIN, GABRIEL J 6d
18816833 Rolling Feedback System For Financial And Risk Analysis Using Disparate Data Sources SUBRAMANIAN, NARAYANSWAMY 14d
18613368 DENTAL PROSTHETIC APPLIANCE AZUBUOGU, CHIEMERIE CHIBUZOR 26d
19295165 ANTI-EQUIPMENT SHOTSHELL CARTRIDGE BERGIN, JAMES S —

Interview Candidates (9)

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 #TitleExaminerDue in
19054868 MEDICAL DEVICE SYSTEM FOR PATIENT HEALTH CARE INFORMATION COLLECTION, COMMUNICATION AND MANAGEMENT SOREY, ROBERT A 23d overdue
19222071 MODULAR REACTION ROD WITH INTERCHANGEABLE HEAD FOR FIREARMS KLEIN, GABRIEL J 6d
18816833 Rolling Feedback System For Financial And Risk Analysis Using Disparate Data Sources SUBRAMANIAN, NARAYANSWAMY 14d
19295165 ANTI-EQUIPMENT SHOTSHELL CARTRIDGE BERGIN, JAMES S —
19032916 SYSTEM FOR SYSTEM FOR CREATING, STORING, AND PORTABLY UTILIZING VERIFIED DIGITAL IDENTITIES HUANG, CHENG-FENG —
19032389 AMBIDEXTROUS INTEGRATED BOLT AND MAGAZINE RELEASE SYSTEM FOR FIREARMS CLEMENT, MICHELLE RENEE —
19016776 SYSTEM FOR UNIFIED HEALTH AND PERFORMANCE DATA INTEGRATION KOLOSOWSKI-GAGER, KATHERINE —
18777262 METHOD OF MUSIC INSTRUCTION GEBREMICHAEL, BRUK A —

Client Portfolio (14 clients)

Top Art Units

Art UnitApps
36413
36851
36871
36911
37721
36181
24951
24431
17581
36691

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19295165 ANTI-EQUIPMENT SHOTSHELL CARTRIDGE Ascension Point Consulting LLC BERGIN, JAMES S 3641 §103§112 Non-Final OA — Pending Aug 08, 2025
19222071 MODULAR REACTION ROD WITH INTERCHANGEABLE HEAD FOR FIREARMS Arrow Products USA, LLC KLEIN, GABRIEL J 3641 §103§112 Final Rejection 6d Pending May 29, 2025
19054868 MEDICAL DEVICE SYSTEM FOR PATIENT HEALTH CARE INFORMATION COLLECTION, COMMUNICATION AND MANAGEMENT Medstreamline LLC SOREY, ROBERT A 3685 §101§102§103 Final Rejection 23d overdue Pending Feb 16, 2025
19032916 SYSTEM FOR SYSTEM FOR CREATING, STORING, AND PORTABLY UTILIZING VERIFIED DIGITAL IDENTITIES Scientia Potentia Est Ii, LLC HUANG, CHENG-FENG §101§102§103DP Non-Final OA — Pending Jan 21, 2025
19032389 AMBIDEXTROUS INTEGRATED BOLT AND MAGAZINE RELEASE SYSTEM FOR FIREARMS Daniel Defense, LLC CLEMENT, MICHELLE RENEE 3641 §103§112 Final Rejection — Pending Jan 20, 2025
19016776 SYSTEM FOR UNIFIED HEALTH AND PERFORMANCE DATA INTEGRATION United States Performance Center, LLC KOLOSOWSKI-GAGER, KATHERINE 3687 §101§102Other Non-Final OA — Pending Jan 10, 2025
18816833 Rolling Feedback System For Financial And Risk Analysis Using Disparate Data Sources Fp Alpha, Inc. SUBRAMANIAN, NARAYANSWAMY 3691 §101 Non-Final OA 14d Pending Aug 27, 2024
18777262 METHOD OF MUSIC INSTRUCTION Music Academy Success, LLC GEBREMICHAEL, BRUK A §103 Non-Final OA — Pending Jul 18, 2024
18613368 DENTAL PROSTHETIC APPLIANCE Opa Dental, LLC AZUBUOGU, CHIEMERIE CHIBUZOR 3772 §103§112 Final Rejection 26d Pending Mar 22, 2024
18599735 AUTONOMOUS AUGMENTATION TO A PICK-PUT FULFILLMENT SYSTEM Fastfetch Corporation BROTHERS, LAURENCE RAPHAEL 3618 §102§103§112 Non-Final OA — Pending Mar 08, 2024
18473255 SYSTEM AND METHOD ADAPTED FOR THE DYNAMIC PREDICTION OF NADES FORMATIONS Clemson University NGUYEN, PETER §101§103§112 Non-Final OA — Pending Sep 24, 2023
18230647 COMPUTERIZED SYSTEM FOR AUTONOMOUS DETECTION OF UNAUTHORIZED ACCESS ACCORDING TO OUTBOUND ADDRESSES Virtual Connect Technologies, Inc. BAZNA, JUDY 2495 §103 Final Rejection 28d Pending Aug 06, 2023
18362891 COMPUTERIZED SYSTEM FOR TEMPORAL, VOLUME, AND VELOCITY ANALYSIS OF AN ELECTRONIC COMMUNICATION SYSTEM Virtual Connect Technologies, Inc. NANO, SARGON N 2443 §101 Final Rejection 30d overdue Pending Jul 31, 2023
18350026 APPARATUS FOR STERILIZING MEDICAL INSTRUMENTS Dozier, Mandi YOO, REGINA M 1758 §102§103§112 Final Rejection 43d overdue Pending Jul 11, 2023
17552229 ENVIRONMENTAL MONITORING NAVIGATION SYSTEMS AND METHODS FOR SAME Aerostar International, LLC ALLEN, PAUL MCCARTHY 3669 §103§112 Non-Final OA 52d overdue Pending Dec 15, 2021

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