Prosecution Insights
Last updated: July 17, 2026

Berkeley Law & Technology Group, LLP

32 pending office actions • 16 clients • 30 examiners • 29 art units • 0 of 32 (0%) have an AI response strategy ready • 45 patents granted in the last 365 days

Quality Metrics (n=4391 apps, methodology: how we score firms)

74.9%
Allowance Rate
n=4391
+0.17σ
Allowance Rate (norm)
n=4391
4.2
OAs to Allowance
n=2779
+0.56σ
OAs to Allow (norm)
n=2779
1267 days
Time to Allowance
n=2779
+12.0pp
Interview Lift
n=4391
34.2%
RCE Rate
n=4391
3.2%
Appeal Rate
n=4391

Rejection Performance (% of received rejections ultimately overcome)

69.0%
§101 Overcome
n=142
74.6%
§102 Overcome
n=430
72.4%
§103 Overcome
n=1264
67.1%
§112 Overcome
n=213

Specialization & Scale

G06F, H04L, H01L
Top CPC Subclasses
32%
Top-3 CPC Share
n=4391
1
Practitioners
n=4391
4391.0
Apps / Practitioner
n=4391

Portfolio Summary

32
Total Pending OAs
22
Non-Final OAs
5
Final Rejections
5
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 18 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

14
Overdue
0
Due this week
1
Due this month
2
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. 18 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (14)Due ≤ 30 days (1)Due ≤ 60 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.

2
Hard (6%)
24
Medium (75%)
3
Easy (9%)
3
Unknown (9%)

Rejection Statute Mix

BucketCases
§101 only2 (6%)
§103 only23 (72%)
§102 only1 (3%)
§112 only2 (6%)
Double-patenting only1 (3%)
No statute on record3 (9%)

Industry Mix

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

1
Life Sciences
3% of docket
11
Information Tech
34% of docket
6
Communications
19% of docket
3
Semiconductors
9% of docket
9
Mechanical / Eng
28% of docket
2
Business / Other
6% 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.

320 h
Manual time on pending OAs
64 h
Time saved (low, 20%)
112 h
Time saved (mid, 35%)
2.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
PROIOS, GEORGE N 3 54.7% +35.5%
SANDERSON, JOSEPH W 1 77.7% +13.9%
JOHNSON, SONJI N 1 74.4% +21.3%
SOROWAR, GOLAM 1 81.4% +17.6%
MAHROUKA, WASSIM 1 85.8% +7.9%
LEUNG, CHRISTINA Y 1 77.6% -0.6%
WANG, HARRIS C 1 69.6% +20.0%
CHO, SUNG IL 1 91.4% +8.3%
HUANG, BRYAN PAI SONG 1 82.6% +4.6%
THAMMAVONG, PRASITH 1 86.9% +7.8%

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
18888920 SYSTEM FOR MONITORING AND MEASURING MULTIPLE HETEROGENEOUS RADIO COMMUNICATIONS NETWORKS SOROWAR, GOLAM
18755149 CIRCUIT FOR MULTIPORT REGISTER FILE' CHO, SUNG IL
18736147 CIRCUITS, SYSTEMS AND/OR PROCESSES FOR INSTRUCTION SEQUENCE TEST ERROR TRACKING HUANG, BRYAN PAI SONG
18590726 PREFETCH TABLE STORAGE CIRCUITRY THAMMAVONG, PRASITH

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18370860 Platform and Service Identifying and Providing Location Information of Social Prospects VETTER, DANIEL 60d overdue
18362645 INFRASTRUCTURE FOR DIGITAL ASSET MANAGEMENT LOZA, JANICE JOMARIE 4d overdue

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
18737715 Real-Time Equity Monitoring System, Process and Interface PROIOS, GEORGE N 239d overdue
17948156 Real-Time Equity Monitoring System, Process and Interface PROIOS, GEORGE N 230d overdue
18850402 TARGETING AID SYSTEM, DEVICE, AND/OR METHOD JOHNSON, SONJI N 31d overdue
18951260 HYBRID-ELECTRIC AIRCRAFT, AND METHODS, APPARATUS AND SYSTEMS FOR FACILITATING SAME SANDERSON, JOSEPH W 23d overdue
18763310 ELECTRONIC MESSAGE VERIFICATION INFRASTRUCTURE WANG, HARRIS C 5d overdue
18370852 Real-Time Equity Monitoring System, Process and Interface PROIOS, GEORGE N 49d
18888920 SYSTEM FOR MONITORING AND MEASURING MULTIPLE HETEROGENEOUS RADIO COMMUNICATIONS NETWORKS SOROWAR, GOLAM

Client Portfolio (16 clients)

Top Art Units

Art UnitApps
36943
36441
28761
26651
39911
24391
28251
21141
21371
26151

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
18951260 HYBRID-ELECTRIC AIRCRAFT, AND METHODS, APPARATUS AND SYSTEMS FOR FACILITATING SAME Zunum Aero, Inc. SANDERSON, JOSEPH W 3644 Other Non-Final OA 23d overdue Pending Nov 18, 2024
18850402 TARGETING AID SYSTEM, DEVICE, AND/OR METHOD AI Smart Kinematics Ltd. JOHNSON, SONJI N 2876 §103 Non-Final OA 31d overdue Pending Sep 24, 2024
18888920 SYSTEM FOR MONITORING AND MEASURING MULTIPLE HETEROGENEOUS RADIO COMMUNICATIONS NETWORKS Ranlytics Limited SOROWAR, GOLAM §112 Non-Final OA Pending Sep 18, 2024
18783145 NEURAL FRAME RATE UPSAMPLING VIA LEARNED ALPHA Arm Limited MAHROUKA, WASSIM 2665 Non-Final OA Pending Jul 24, 2024
18773501 APPARATUS AND METHOD FOR GRID-BASED VIRTUAL REALITY ATTRACTION Fanx, Inc. LEUNG, CHRISTINA Y 3991 Other Non-Final OA 89d overdue Pending Jul 15, 2024
18763310 ELECTRONIC MESSAGE VERIFICATION INFRASTRUCTURE Ftech Systems Ltd. WANG, HARRIS C 2439 §103 Non-Final OA 5d overdue Pending Jul 03, 2024
18755149 CIRCUIT FOR MULTIPORT REGISTER FILE' Arm Limited CHO, SUNG IL 2825 §102 Final Rejection Pending Jun 26, 2024
18737715 Real-Time Equity Monitoring System, Process and Interface Gapodox, LLC PROIOS, GEORGE N 3694 §103 Non-Final OA 239d overdue Pending Jun 07, 2024
18736147 CIRCUITS, SYSTEMS AND/OR PROCESSES FOR INSTRUCTION SEQUENCE TEST ERROR TRACKING Arm Limited HUANG, BRYAN PAI SONG 2114 §103 Non-Final OA Pending Jun 06, 2024
18590726 PREFETCH TABLE STORAGE CIRCUITRY Arm Limited THAMMAVONG, PRASITH 2137 §103 Final Rejection Pending Feb 28, 2024
18438193 GRAPHICS PROCESSING SYSTEMS Arm Limited COCHRAN, BRIANNA RENAE 2615 §103 Non-Final OA Pending Feb 09, 2024
18400594 SYSTEMS AND/OR METHODS TO LIMIT QUERY HANDLING Apollo Graph, Inc. TRAN, ANHTAI V 2168 DP Non-Final OA 86d overdue Pending Dec 29, 2023
18370852 Real-Time Equity Monitoring System, Process and Interface Gapodox, LLC PROIOS, GEORGE N 3694 §112 Non-Final OA 49d Pending Sep 20, 2023
18370860 Platform and Service Identifying and Providing Location Information of Social Prospects Z Guide LLC VETTER, DANIEL 3628 §101 Non-Final OA 60d overdue Pending Sep 20, 2023
18459267 PER-LIGHTING COMPONENT RECTIFICATION Arm Limited MA, MICHELLE HAU 2617 §103 Non-Final OA 44d overdue Pending Aug 31, 2023
18448317 ELECTRONIC STATUS DETECTOR Readiness Systems, LLC SHEN, QUN 2662 §103 Non-Final OA 44d overdue Pending Aug 11, 2023
18362645 INFRASTRUCTURE FOR DIGITAL ASSET MANAGEMENT Infanity, Inc. LOZA, JANICE JOMARIE 3698 §101 Non-Final OA 4d overdue Pending Jul 31, 2023
18355282 DATA PROCESSING SYSTEM Arm Limited METZGER, MICHAEL J 2183 §103 Non-Final OA Pending Jul 19, 2023
18338231 SYSTEM, DEVICES AND/OR PROCESSES FOR TEMPORAL UPSAMPLING IMAGE FRAMES Arm Limited WAMBST, DAVID ALEXANDER 2663 §103 Non-Final OA 22d Pending Jun 20, 2023
18320895 METHOD FOR REPAIRING SERTOLI CELL INJURY IN TESTES The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University BROWN, DALIYAH MONYHE 1654 §103 Non-Final OA 35d overdue Pending May 19, 2023
18316125 METHODS AND APPARATUS FOR PROCESSING DATA Arm Limited PATEL, HIREN P 2196 §103 Non-Final OA 72d Pending May 11, 2023
18192477 PORTABLE LEAK-PROOF CONTAINER 101 Source Corp. NEWAY, BLAINE GIRMA 3735 §103 Non-Final OA Pending Mar 29, 2023
18174579 BATTERY CHARGING CURRENT CONTROL DEVICE Wenzhou Qiujie Technology Co., Ltd. PELTON, NATHANIEL R 2859 §103 Non-Final OA 19d overdue Pending Feb 24, 2023
18161743 SYSTEM, DEVICES AND/OR PROCESSES FOR PROCESSING IMAGE SIGNAL VALUES Arm Limited MOTSINGER, SEAN T 2673 §103 Non-Final OA 34d Pending Jan 30, 2023
18080531 SYSTEM, DEVICES AND/OR PROCESSES FOR RUNTIME LINKING OF SOFTWARE COMPONENT FUNCTION IMPLEMENTATIONS Arm Limited ONAT, UMUT 2194 §103 Non-Final OA Pending Dec 13, 2022
17948156 Real-Time Equity Monitoring System, Process and Interface Gapodox, LLC PROIOS, GEORGE N 3694 §103 Non-Final OA 230d overdue Pending Sep 19, 2022
17720949 PUNCH ASSEMBLY TO FACILITATE HAIR FOLLICLE REMOVAL Cole Isolation Technique, LLC JAFFRI, ZEHRA 3771 §103 Non-Final OA Pending Apr 14, 2022
17481871 SYSTEM, CIRCUIT, DEVICE AND/OR PROCESSES FOR ADJUSTING PARAMETERS OF A NEURAL NETWORK BASED ON ERROR SIGNALS Arm Limited BREEN, JAKE TIMOTHY 2143 §103 Non-Final OA Pending Sep 22, 2021
17465569 TRAINING A SENSING SYSTEM TO DETECT REAL-WORLD ENTITIES USING DIGITALLY STORED ENTITIES Arm Limited ABOU EL SEOUD, MOHAMED 2148 §103 Final Rejection Pending Sep 02, 2021
17335992 DEVICE AND/OR METHOD FOR APPROXIMATE CAUSALITY-PRESERVING TIME SERIES MIXING FOR ADAPTIVE SYSTEM TRAINING Arm Limited TRIEU, EM N 2128 §103 Final Rejection Pending Jun 01, 2021
17203545 SYSTEM, DEVICES AND/OR PROCESSES FOR INCENTIVISED SHARING OF COMPUTATION RESOURCES ARM Ip Limited HASTY, NICHOLAS 2141 §103 Non-Final OA Pending Mar 16, 2021
16315911 SYSTEMS AND METHODS FOR IMPLEMENTING MULTI-MODAL TRANSPORT Zunum Aero, Inc. SANTOS, AARRON EDUARDO 3663 §103 Final Rejection 45d overdue Pending Feb 21, 2019

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