Prosecution Insights
Last updated: August 06, 2026

Park, Kim & Suh, LLC

22 pending office actions • 15 clients • 22 examiners • 15 art units • 0 of 22 (0%) have an AI response strategy ready

Quality Metrics (n=3240 apps, methodology: how we score firms)

86.5%
Allowance Rate
n=3240
+0.57σ
Allowance Rate (norm)
n=3240
2.5
OAs to Allowance
n=488
-0.56σ
OAs to Allow (norm)
n=488
834 days
Time to Allowance
n=488
+11.9pp
Interview Lift
n=3240
12.6%
RCE Rate
n=3240
0.0%
Appeal Rate
n=3240

Rejection Performance (% of received rejections ultimately overcome)

75.0%
§101 Overcome
n=116
79.2%
§102 Overcome
n=226
77.7%
§103 Overcome
n=377
77.2%
§112 Overcome
n=259

Specialization & Scale

G06F, H01L, G06Q
Top CPC Subclasses
15%
Top-3 CPC Share
n=3240
1
Practitioners
n=3240
3240.0
Apps / Practitioner
n=3240

Portfolio Summary

22
Total Pending OAs
13
Non-Final OAs
8
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 9 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

6
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. 9 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (6)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.

14
Hard (64%)
7
Medium (32%)
1
Easy (5%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only4 (18%)
§101 + other2 (9%)
§103 only5 (23%)
§102 only2 (9%)
§112 only1 (5%)
Multi-statute (no §101)8 (36%)

Industry Mix

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

7
Life Sciences
32% of docket
2
Information Tech
9% of docket
0
Communications
0% of docket
4
Semiconductors
18% of docket
6
Mechanical / Eng
27% of docket
3
Business / Other
14% 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.

220 h
Manual time on pending OAs
44 h
Time saved (low, 20%)
77 h
Time saved (mid, 35%)
1.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
BIDWELL, JAMES R 1 89.7% +8.2%
KOROMA, SORIE IBRAHIM 1
BHANDARI, SHREYAJ RAM 1
CHEN, KEATH T 1 30.3% +24.6%
CARRILLO, BIBI SHARIDAN 1 62.1% -16.2%
BAUM, ZACHARY JOHN 1 81.6% +15.0%
RENWICK, REGINALD A 1 70.8% +9.6%
MERCADO, GABRIEL S 1 42.2% +26.6%
MAMILLAPALLI, PAVAN 1 80.5% +16.7%
PANDYA, SUNIT 1 65.6% +27.9%

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
19070391 SUBSTRATE TRANSFER APPARATUS USING UPPER AND LOWER MAGNETIC LEVITATION RAILS BIDWELL, JAMES R
18617551 PLATES INSTALLED AT THE BOTTOM OF SALT LAKES TO EXTRACT LITHIUM BAUM, ZACHARY JOHN

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
18577279 ELECTRONIC APPARATUS CAPABLE OF SIMULTANEOUSLY DISPLAYING, ON ONE SCREEN, PAGES CONSTITUTING ELECTRONIC DOCUMENT BY TWO PAGES, EACH AND OPERATING METHOD THEREFOR MERCADO, GABRIEL S 131d overdue
18221390 TASK MANAGEMENT SERVICE SERVER CAPABLE OF PERFORMING TASK MANAGEMENT FOR AN ELECTRONIC TERMINAL AND THE OPERATING METHOD THEREOF BOROWSKI, MICHAEL 89d overdue
18540709 SERVICE PROVIDING SERVER THAT ENABLES TRANSACTIONS OF NFTS CONTAINING USER PROFILE INFORMATION IN THE TOURNAMENT GAME SERVICE AND OPERATING METHOD THEREOF PANDYA, SUNIT 43d overdue
17985158 SYSTEM AND METHOD FOR PROVIDING EDUCATION USING MODELING UTAMA, ROBERT J 35d overdue
18604402 SERVICE PROVIDING SERVER FOR PROVIDING THE GAME SERVICE THAT SUPPORTS PARTICIPATION IN A TOURNAMENT FOR A GAME USING A TICKET AND THAT RECOMMENDS A GAME TO A USER, AND THE OPERATING METHOD THEREOF RENWICK, REGINALD A 13d
18074512 SEMICONDUCTOR PACKAGE HAVING NEGATIVE PATTERNED SUBSTRATE AND METHOD OF MANUFACTURING THE SAME YAP, DOUGLAS ANTHONY 16d
18815854 SUBSTRATE PROCESSING APPARATUS CHEN, KEATH T
18399450 TRAINING METHOD AND DEVICE FOR MOLECULAR GENERATION MODEL MAMILLAPALLI, PAVAN

Interview Candidates (5)

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 5 ordered by deadline are shown.

App #TitleExaminerDue in
18577279 ELECTRONIC APPARATUS CAPABLE OF SIMULTANEOUSLY DISPLAYING, ON ONE SCREEN, PAGES CONSTITUTING ELECTRONIC DOCUMENT BY TWO PAGES, EACH AND OPERATING METHOD THEREFOR MERCADO, GABRIEL S 131d overdue
18540709 SERVICE PROVIDING SERVER THAT ENABLES TRANSACTIONS OF NFTS CONTAINING USER PROFILE INFORMATION IN THE TOURNAMENT GAME SERVICE AND OPERATING METHOD THEREOF PANDYA, SUNIT 43d overdue
18815854 SUBSTRATE PROCESSING APPARATUS CHEN, KEATH T
18617551 PLATES INSTALLED AT THE BOTTOM OF SALT LAKES TO EXTRACT LITHIUM BAUM, ZACHARY JOHN
18399450 TRAINING METHOD AND DEVICE FOR MOLECULAR GENERATION MODEL MAMILLAPALLI, PAVAN

Client Portfolio (15 clients)

Top Art Units

Art UnitApps
37153
17162
28172
24341
17111
17721
21711
28181
16121
17941

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19070391 SUBSTRATE TRANSFER APPARATUS USING UPPER AND LOWER MAGNETIC LEVITATION RAILS Vm Inc. BIDWELL, JAMES R §102 Non-Final OA Pending Mar 04, 2025
18280931 MACHINE LEARNING-BASED BONE DENSITY MEASURING METHOD USING RADIOGRAPHIC IMAGE OF HIP JOINT TAKEN BY X-RAY Aidicome Inc. KOROMA, SORIE IBRAHIM §103 Non-Final OA Pending Dec 03, 2024
18716519 APPARATUS AND METHOD FOR ADVERSARIAL FEATURE SELECTION CONSIDERING ATTACK FUNCTION OF VEHICLE CAN Foundation Of Soongsil University-Industry Cooperation BHANDARI, SHREYAJ RAM 2434 §103 Final Rejection 8d overdue Pending Nov 05, 2024
18815854 SUBSTRATE PROCESSING APPARATUS Tes Co., Ltd. CHEN, KEATH T 1716 §103§112 Final Rejection Pending Aug 27, 2024
18747466 SUBSTRATE PROCESSING METHOD Tes Co., Ltd. CARRILLO, BIBI SHARIDAN 1711 §102 Non-Final OA 15d overdue Pending Jun 19, 2024
18617551 PLATES INSTALLED AT THE BOTTOM OF SALT LAKES TO EXTRACT LITHIUM N2E Materials Co., Ltd. BAUM, ZACHARY JOHN 1772 §112 Non-Final OA Pending Mar 26, 2024
18604402 SERVICE PROVIDING SERVER FOR PROVIDING THE GAME SERVICE THAT SUPPORTS PARTICIPATION IN A TOURNAMENT FOR A GAME USING A TICKET AND THAT RECOMMENDS A GAME TO A USER, AND THE OPERATING METHOD THEREOF Supertree Co., Ltd. RENWICK, REGINALD A 3715 §101 Non-Final OA 13d Pending Mar 13, 2024
18577279 ELECTRONIC APPARATUS CAPABLE OF SIMULTANEOUSLY DISPLAYING, ON ONE SCREEN, PAGES CONSTITUTING ELECTRONIC DOCUMENT BY TWO PAGES, EACH AND OPERATING METHOD THEREFOR Flexcil Inc. MERCADO, GABRIEL S 2171 §103§112 Non-Final OA 131d overdue Pending Jan 08, 2024
18399450 TRAINING METHOD AND DEVICE FOR MOLECULAR GENERATION MODEL UIF (University Industry Foundation), Yonsei University MAMILLAPALLI, PAVAN §101§103§112 Non-Final OA Pending Dec 28, 2023
18540709 SERVICE PROVIDING SERVER THAT ENABLES TRANSACTIONS OF NFTS CONTAINING USER PROFILE INFORMATION IN THE TOURNAMENT GAME SERVICE AND OPERATING METHOD THEREOF Supertree Co., Ltd. PANDYA, SUNIT 3715 §101 Non-Final OA 43d overdue Pending Dec 14, 2023
18518359 BONDING SUBSTRATE, SEMICONDUCTOR PACKAGE HAVING DOUBLE-SIDED SUBSTRATE, METHOD OF MANUFACTURING THE BONDING SUBSTRATE, AND METHOD OF MANUFACTURING THE SEMICONDUCTOR PACKAGE HAVING DOUBLE-SIDED SUBSTRATE Jmj Korea Co., Ltd. NARAGHI, ALI 2817 §103 Non-Final OA Pending Nov 22, 2023
18384389 SEMICONDUCTOR PACKAGE AND METHOD OF MANUFACTURING THE SAME Jmj Korea Co., Ltd. KEBEDE, BROOK 2818 §102§112 Non-Final OA Pending Oct 27, 2023
18384386 SEMICONDUCTOR PACKAGE Jmj Korea Co., Ltd. SMITH, BRADLEY 2817 §103 Final Rejection Pending Oct 27, 2023
18283810 METAL ORGANIC CHEMICAL VAPOR DEPOSITION APPARATUS Tes Co., Ltd. CROWELL, ANNA M 1716 §103 Non-Final OA 63d Pending Sep 24, 2023
18230747 ULTRASOUND-INDUCED MICROBUBBLE DRUG DELIVERY SYSTEM LOADING STABILIZED HYDROPHOBIC DRUG WITH POLYETHYLENE GLYCOL BASED NONIONIC SURFACTANT AND METHOD OF MANUFACTURING THE SAME N To B Co., Ltd. LEWOCZKO, EVAN MICHAEL 1612 §103§112Other Non-Final OA Pending Aug 07, 2023
18227277 SHOWERHEAD ASSEMBLY AND SUBSTRATE PROCESSING APPARATUS Tes Co., Ltd. BERMAN, JASON 1794 §102§112 Final Rejection Pending Jul 27, 2023
18221390 TASK MANAGEMENT SERVICE SERVER CAPABLE OF PERFORMING TASK MANAGEMENT FOR AN ELECTRONIC TERMINAL AND THE OPERATING METHOD THEREOF Franklin Technology Inc. BOROWSKI, MICHAEL 3624 §101 Non-Final OA 89d overdue Pending Jul 13, 2023
18012641 APPARATUS FOR MANUFACTURING FERMENTED BEVERAGES Inthekeg, Inc. THONG, YEONG JUEN 3761 §102§103 Non-Final OA Pending Jun 29, 2023
17295867 COMPOSITE SOLID ELECTROLYTE SEPARATION MEMBRANE USING INORGANIC FIBER AND SECONDARY BATTERY USING THE SAME Energy11 Co., Ltd. HANDVILLE, BRIAN 1783 §103§112 Final Rejection Pending Mar 02, 2023
18074512 SEMICONDUCTOR PACKAGE HAVING NEGATIVE PATTERNED SUBSTRATE AND METHOD OF MANUFACTURING THE SAME Jmj Korea Co., Ltd. YAP, DOUGLAS ANTHONY 2899 §103§112 Final Rejection 16d Pending Dec 05, 2022
17985158 SYSTEM AND METHOD FOR PROVIDING EDUCATION USING MODELING Dabida Corp. UTAMA, ROBERT J 3715 §101 Final Rejection 35d overdue Pending Nov 11, 2022
17912859 BLOOD PRESSURE METER AND METHOD FOR MEASURING BLOOD PRESSURE USING THE SAME Charmcare Co., Ltd. KIM, SAMUEL CHONG 3791 §101§112 Final Rejection Pending Sep 20, 2022

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