Prosecution Insights
Last updated: August 06, 2026

Hea Law

40 pending office actions • 8 clients • 38 examiners • 29 art units • 0 of 40 (0%) have an AI response strategy ready • 49 patents granted in the last 365 days

Quality Metrics (n=1277 apps, methodology: how we score firms)

96.3%
Allowance Rate
n=1277
+0.71σ
Allowance Rate (norm)
n=1277
3.8
OAs to Allowance
n=1020
+0.15σ
OAs to Allow (norm)
n=1020
1140 days
Time to Allowance
n=1020
+1.1pp
Interview Lift
n=1277
35.6%
RCE Rate
n=1277
2.1%
Appeal Rate
n=1277

Rejection Performance (% of received rejections ultimately overcome)

85.5%
§101 Overcome
n=324
86.4%
§102 Overcome
n=434
86.3%
§103 Overcome
n=680
89.2%
§112 Overcome
n=389

Specialization & Scale

G06F, H04L, G06Q
Top CPC Subclasses
33%
Top-3 CPC Share
n=1277
1
Practitioners
n=1277
1277.0
Apps / Practitioner
n=1277

Portfolio Summary

40
Total Pending OAs
23
Non-Final OAs
16
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 15 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

5
Overdue
0
Due this week
2
Due this month
4
Due in next 60 days
4
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. 15 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (5)Due ≤ 30 days (2)Due ≤ 60 days (4)Due later (4)

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.

23
Hard (58%)
16
Medium (40%)
1
Easy (2%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (5%)
§101 + other15 (38%)
§103 only14 (35%)
§102 only2 (5%)
§112 only1 (2%)
Multi-statute (no §101)6 (15%)

Industry Mix

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

1
Life Sciences
2% of docket
13
Information Tech
32% of docket
2
Communications
5% of docket
1
Semiconductors
2% of docket
17
Mechanical / Eng
42% of docket
6
Business / Other
15% 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.

400 h
Manual time on pending OAs
80 h
Time saved (low, 20%)
140 h
Time saved (mid, 35%)
3.5 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
MOORE, DEVON TYLEN 2 47.3% +32.7%
TRUONG, BENJAMIN LY 2 0.0% +0.0%
MILLER, JAMES H 1 39.8% +35.5%
ALGIBHAH, MAHER N 1 87.8% +19.4%
MANSFIELD, THOMAS L 1 51.1% +33.9%
NGUYEN, PHONG H 1 70.8% +20.4%
AFZALI, SARANG 1 73.3% +45.2%
BABAA, NAEL N 1 76.8% +3.9%
MENGESHA, WEBESHET 1 47.7% +12.7%
WAESCO, JOSEPH M 1 47.3% +42.5%

Hard Cases (23)

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
18939525 APPOINTMENT ADJUSTMENT SYSTEM, APPOINTMENT ADJUSTMENT METHOD, AND INFORMATION STORAGE MEDIUM WAESCO, JOSEPH M 43d overdue
19090446 WORK SUPPORT SYSTEM, WORK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM NGUYEN, PHONG H 23d overdue
17928606 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD AND PROGRAM TRUONG, BENJAMIN LY 5d overdue
17783651 ESTIMATION SYSTEM, ESTIMATION METHOD AND PROGRAM YESILDAG, MEHMET 28d
18449700 TASK SUPPORT SYSTEM, TASK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM REAGAN, JAMES A 42d
18687770 IMAGE PROCESSING SYSTEM, IMAGE PROCESSING METHOD, AND PROGRAM SHERALI, ISHRAT I 55d
18326022 TASK SUPPORT SYSTEM, TASK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM FOROUHARNEJAD, FAEZEH 62d
18693895 DRIVE DEVICE FOR AN ELECTRIC BICYCLE WITH ELECTRONIC CADENCE CONTROLLING SCHOECH, ASHLEY TIFFANY 75d

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
18939525 APPOINTMENT ADJUSTMENT SYSTEM, APPOINTMENT ADJUSTMENT METHOD, AND INFORMATION STORAGE MEDIUM WAESCO, JOSEPH M 43d overdue
19090446 WORK SUPPORT SYSTEM, WORK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM NGUYEN, PHONG H 23d overdue
18743087 CRYOCOOLER COMPRESSOR MOORE, DEVON TYLEN 15d overdue
19059164 DISASSEMBLY METHOD FOR TWO-STAGE COLD HEAD, AND DISPLACER REMOVAL JIG AFZALI, SARANG 30d
19294191 AUTHENTICATION SYSTEM, AUTHENTICATION METHOD, AND INFORMATION STORAGE MEDIUM MILLER, JAMES H
19263515 SEARCH CONTROL SYSTEM, SEARCH CONTROL METHOD, AND INFORMATION STORAGE MEDIUM ALGIBHAH, MAHER N
19091778 WORK SUPPORT SYSTEM, WORK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM MANSFIELD, THOMAS L
18981667 CRYOGENIC REFRIGERATOR MENGESHA, WEBESHET

Client Portfolio (8 clients)

Client (Assignee)Pending OAs
RAKUTEN GROUP, INC. 16
Sumitomo 10
Cybozu 7
Brose 2
Yaskawa 2
Sekisui 1
Avgidea 1
Yamaha Motor 1

Top Art Units

Art UnitApps
37633
36242
36262
21482
36941
21651
21561
37261
36251
36641

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19294191 AUTHENTICATION SYSTEM, AUTHENTICATION METHOD, AND INFORMATION STORAGE MEDIUM Rakuten Group, Inc. MILLER, JAMES H 3694 §101§103§112 Non-Final OA Pending Aug 07, 2025
19263515 SEARCH CONTROL SYSTEM, SEARCH CONTROL METHOD, AND INFORMATION STORAGE MEDIUM Rakuten Group, Inc. ALGIBHAH, MAHER N 2165 §102§103§112Other Non-Final OA Pending Jul 09, 2025
19091778 WORK SUPPORT SYSTEM, WORK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM Cybozu, Inc. MANSFIELD, THOMAS L 3624 §101§102 Non-Final OA Pending Mar 26, 2025
19090446 WORK SUPPORT SYSTEM, WORK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM Cybozu, Inc. NGUYEN, PHONG H 2156 §101§103 Final Rejection 23d overdue Pending Mar 26, 2025
19059164 DISASSEMBLY METHOD FOR TWO-STAGE COLD HEAD, AND DISPLACER REMOVAL JIG Sumitomo Heavy Industries, Ltd. AFZALI, SARANG 3726 §102 Non-Final OA 30d Pending Feb 20, 2025
18983382 CRYOGENIC SYSTEM AND CONTROL METHOD FOR CRYOGENIC SYSTEM Sumitomo Heavy Industries, Ltd. BABAA, NAEL N §112 Non-Final OA Pending Dec 17, 2024
18981667 CRYOGENIC REFRIGERATOR Sumitomo Heavy Industries, Ltd. MENGESHA, WEBESHET §102§103§112 Non-Final OA Pending Dec 16, 2024
18939525 APPOINTMENT ADJUSTMENT SYSTEM, APPOINTMENT ADJUSTMENT METHOD, AND INFORMATION STORAGE MEDIUM Cybozu, Inc. WAESCO, JOSEPH M 3625 §101 Final Rejection 43d overdue Pending Nov 07, 2024
18932637 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM Rakuten Group, Inc. LEVENTAL, YUVAL HAIM §101§102§103§112Other Non-Final OA Pending Oct 31, 2024
18833361 DRIVE SYSTEM FOR AN ELECTRIC BICYCLE, WITH CALCULATION OF A TORQUE AT THE BOTTOM BRACKET SPINDLE FOR CONTROLLING THE ASSISTANCE POWER Brose Antriebstechnik GmbH & Co. Kommanditgesellschaft, Berlin REFAI, RAMSEY 3664 §102 Non-Final OA 75d Pending Oct 28, 2024
18898711 LEARNING SYSTEM, LEARNING METHOD, AND INFORMATION STORAGE MEDIUM Rakuten Group, Inc. DHOOGE, DEVIN J §103 Non-Final OA Pending Sep 27, 2024
18895408 CRYOCOOLER Sumitomo Heavy Industries, Ltd. ADENIJI, IBRAHIM M §102§103 Non-Final OA Pending Sep 25, 2024
18884327 CRYOCOOLER AND FLEXIBLE HOSE FOR CRYOCOOLER Sumitomo Heavy Industries, Ltd. SCHNEIDER, CRAIG M §103 Non-Final OA Pending Sep 13, 2024
18743087 CRYOCOOLER COMPRESSOR Sumitomo Heavy Industries, Ltd. MOORE, DEVON TYLEN 3763 §103 Final Rejection 15d overdue Pending Jun 13, 2024
18733762 DISPLAY CONTROL SYSTEM, DISPLAY CONTROL METHOD, AND INFORMATION STORAGE MEDIUM Cybozu, Inc. LEE, MARINA 2192 §102§103 Non-Final OA Pending Jun 04, 2024
18677840 METHOD FOR DISASSEMBLING CRYOCOOLER Sumitomo Heavy Industries, Ltd. BANKS, KEONA LAUREN 3763 §103 Non-Final OA Pending May 29, 2024
18665614 REGENERATOR MATERIAL FOR CRYOCOOLER, REGENERATOR FOR CRYOCOOLER, AND CRYOCOOLER Sumitomo Heavy Industries, Ltd. MOORE, DEVON TYLEN 3763 §103 Final Rejection Pending May 16, 2024
18700273 ABNORMALITY DETERMINATION SYSTEM, ABNORMALITY DETERMINATION METHOD, AND PROGRAM Rakuten Group, Inc. WILSON, YOLANDA L 2113 §101 Non-Final OA Pending Apr 11, 2024
18696991 LAYOUT ANALYSIS SYSTEM, LAYOUT ANALYSIS METHOD, AND PROGRAM Rakuten Group, Inc. LIN, JESSICA YIFANG 2668 §103 Final Rejection Pending Mar 28, 2024
18693895 DRIVE DEVICE FOR AN ELECTRIC BICYCLE WITH ELECTRONIC CADENCE CONTROLLING Brose Antriebstechnik GmbH & Co. Kommanditgesellschaft, Berlin SCHOECH, ASHLEY TIFFANY 3669 §102§103 Non-Final OA 75d Pending Mar 20, 2024
18597958 SUPERCONDUCTING MAGNET DEVICE Sumitomo Heavy Industries, Ltd. FAUBERT, SAMANTHA LYNETTE 2838 §102§103 Final Rejection Pending Mar 07, 2024
18687770 IMAGE PROCESSING SYSTEM, IMAGE PROCESSING METHOD, AND PROGRAM Rakuten Group, Inc. SHERALI, ISHRAT I 2667 §101§103 Non-Final OA 55d Pending Feb 28, 2024
18477559 BIOMETRIC INFORMATION DETECTION SYSTEM, BIOMETRIC INFORMATION DETECTION METHOD, AND INFORMATION STORAGE MEDIUM Sekisui House, Ltd. MONTGOMERY, MELISSA JO 3791 §101§102§103 Final Rejection Pending Sep 29, 2023
18449700 TASK SUPPORT SYSTEM, TASK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM Cybozu, Inc. REAGAN, JAMES A 3697 §101§103 Final Rejection 42d Pending Aug 14, 2023
18326022 TASK SUPPORT SYSTEM, TASK SUPPORT METHOD, AND INFORMATION STORAGE MEDIUM Cybozu, Inc. FOROUHARNEJAD, FAEZEH 2166 §101§103§112 Non-Final OA 62d Pending May 31, 2023
18199380 PROGRAM MANAGEMENT SYSTEM, PROGRAM MANAGEMENT METHOD, AND INFORMATION STORAGE MEDIUM Avgidea, Inc. RIGGINS, ARI FAITH COLEMA 2197 §103 Non-Final OA 35d Pending May 19, 2023
18169884 USER INTERFACE ASSEMBLY OF VEHICLE, DRIVE SYSTEM OF VEHICLE, AND ELECTRIC ASSISTED BICYCLE Yamaha Hatsudoki Kabushiki Kaisha MEDANI, MOHAMED NMN 3611 §103 Non-Final OA Pending Feb 16, 2023
18018269 LEARNING SYSTEM, LEARNING METHOD, AND PROGRAM Rakuten Group, Inc. ILES, TYLER EDWARD 2122 §101§103§112 Final Rejection Pending Jan 27, 2023
17787334 CREDIT DETERMINATION SYSTEM, CREDIT DETERMINATION METHOD AND PROGRAM Rakuten Group, Inc. BORLINGHAUS, JASON M 3692 §101§103 Final Rejection Pending Dec 29, 2022
18088766 MACHINE LEARNING DATA GENERATION DEVICE, MACHINE LEARNING MODEL GENERATION METHOD, AND STORAGE MEDIUM Kabushiki Kaisha Yaskawa Denki GALVIN-SIEBENALER, PAUL MICHAEL 2147 §103 Final Rejection Pending Dec 26, 2022
17928607 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD AND PROGRAM Rakuten Group, Inc. SANKS, SCHYLER S 2129 §101§102 Non-Final OA 78d Pending Nov 29, 2022
17928606 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD AND PROGRAM Rakuten Group, Inc. TRUONG, BENJAMIN LY 3626 §101§103§112 Final Rejection 5d overdue Pending Nov 29, 2022
17928614 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD AND PROGRAM Rakuten Group, Inc. TRUONG, BENJAMIN LY 3626 §101§103 Final Rejection Pending Nov 29, 2022
17964872 SUPERCONDUCTING MAGNET DEVICE AND METHOD FOR INCREASING TEMPERATURE THEREOF Sumitomo Heavy Industries, Ltd. WARTALOWICZ, PAUL A 1735 §103 Final Rejection 39d Pending Oct 12, 2022
17783651 ESTIMATION SYSTEM, ESTIMATION METHOD AND PROGRAM Rakuten Group, Inc. YESILDAG, MEHMET 3624 §101§102 Non-Final OA 28d Pending Sep 29, 2022
17911407 LEARNING MODEL EVALUATION SYSTEM, LEARNING MODEL EVALUATION METHOD, AND PROGRAM Rakuten Group, Inc. ASGARI, SIMA 3698 §103 Non-Final OA 53d overdue Pending Sep 13, 2022
17721372 MACHINE LEARNING DATA GENERATION DEVICE, MACHINE LEARNING DEVICE, AND MACHINE LEARNING DATA GENERATION METHOD Kabushiki Kaisha Yaskawa Denki RAMESH, TIRUMALE K 2121 §103 Non-Final OA Pending Apr 15, 2022
17666573 APP MIGRATION SYSTEM AND INFORMATION STORAGE MEDIUM Cybozu, Inc. SWIFT, CHARLES M 2196 §103 Non-Final OA Pending Feb 08, 2022
17616674 LEARNING SYSTEM AND LEARNING METHOD FOR MULTI-LABEL DATA RECOGNITION Rakuten Group, Inc. GORMLEY, AARON PATRICK 2148 §101§103§112 Final Rejection Pending Dec 06, 2021
17055996 FRAUD ESTIMATION SYSTEM, FRAUD ESTIMATION METHOD AND PROGRAM Rakuten Group, Inc. ABOU EL SEOUD, MOHAMED 2148 §103 Final Rejection Pending Nov 17, 2020

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