Prosecution Insights
Last updated: August 06, 2026

Dickinson Wright, PLLC

26 pending office actions • 2 clients • 25 examiners • 16 art units • 5 of 26 (19%) have an AI response strategy ready • 49 patents granted in the last 365 days

Quality Metrics (n=26271 apps, methodology: how we score firms)

86.1%
Allowance Rate
n=26271
+0.50σ
Allowance Rate (norm)
n=26271
3.2
OAs to Allowance
n=16777
-0.16σ
OAs to Allow (norm)
n=16777
1028 days
Time to Allowance
n=16777
+8.1pp
Interview Lift
n=26271
24.6%
RCE Rate
n=26271
2.7%
Appeal Rate
n=26271

Rejection Performance (% of received rejections ultimately overcome)

71.0%
§101 Overcome
n=1661
78.7%
§102 Overcome
n=7195
79.0%
§103 Overcome
n=11623
81.4%
§112 Overcome
n=8050

Specialization & Scale

H04L, G06F, H04W
Top CPC Subclasses
11%
Top-3 CPC Share
n=26271
37
Practitioners
n=26271
710.0
Apps / Practitioner
n=26271

Portfolio Summary

26
Total Pending OAs
20
Non-Final OAs
5
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 7 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

2
Overdue
0
Due this week
2
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. 7 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (2)Due ≤ 30 days (2)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.

8
Hard (31%)
14
Medium (54%)
2
Easy (8%)
2
Unknown (8%)

Rejection Statute Mix

BucketCases
§101 + other1 (4%)
§103 only13 (50%)
§102 only1 (4%)
§112 only1 (4%)
Double-patenting only1 (4%)
Multi-statute (no §101)7 (27%)
No statute on record2 (8%)

Industry Mix

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

0
Life Sciences
0% of docket
7
Information Tech
27% of docket
4
Communications
15% of docket
4
Semiconductors
15% of docket
4
Mechanical / Eng
15% of docket
7
Business / Other
27% 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.

260 h
Manual time on pending OAs
52 h
Time saved (low, 20%)
91 h
Time saved (mid, 35%)
2.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NGUYEN, PHUONG T 2 73.9% +36.6%
MILLER, DANIEL R 1 82.5% +20.9%
PERENY, TYLER J 1 94.7% +6.2%
LAM, TUAN THIEU 1 77.6% +13.2%
HILTUNEN, THOMAS J 1 81.4% +6.0%
SKIBINSKI, TOMI SWEET 1 83.7% +3.2%
HU, JENSEN 1 68.0% +27.1%
MA, WEI 1 72.7% +6.0%
ULLAH, SHARIF E 1 84.6% +21.7%
VO, NGUYEN THANH 1 85.2% +6.8%

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
18974241 ADAPTIVE OPERATION TO MITIGATE SPECULAR REFLECTIONS VO, NGUYEN THANH

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
19202817 TECHNIQUES FOR MANAGING INFORMATION FOR DIGITAL ASSETS HU, JENSEN 27d
18896632 Untitled MILLER, DANIEL R
18987863 Untitled HILTUNEN, THOMAS J
18988832 Untitled SKIBINSKI, TOMI SWEET
18810195 SUBSCRIPTION SERVICE FILE MANAGEMENT FOR ESIM TRANSFER APPIAH, CHARLES NANA
18770149 TECHNIQUES FOR ADJUSTING GAIN MAPS FOR DIGITAL IMAGES ALLISON, ANDRAE S
18641173 SIGNAL AGGREGATION SWIFT, CHARLES M
18157056 TECHNIQUES FOR IMPLEMENTING DYNAMIC INTERACTIVE ON-DEMAND USER INTERFACE ORDERING RAMPHAL, LATASHA DEVI

Interview Candidates (6)

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 6 ordered by deadline are shown.

App #TitleExaminerDue in
19202817 TECHNIQUES FOR MANAGING INFORMATION FOR DIGITAL ASSETS HU, JENSEN 27d
18182594 AUTOMATIC CAPSULE DOCK FOR A COFFEE BREWING SYSTEM NGUYEN, PHUONG T 57d
17890803 SYSTEM AND METHODS FOR CONTROLLING POURING WATER FROM A BREWER NGUYEN, PHUONG T 57d
18896632 Untitled MILLER, DANIEL R
19015144 Untitled LAM, TUAN THIEU
19069408 TECHNIQUES FOR PROMOTING PRIVACY WHEN PROVIDING QUERY RESULTS ULLAH, SHARIF E

Client Portfolio (2 clients)

Client (Assignee)Pending OAs
Apple 24
TBDx Inc. 2

Top Art Units

Art UnitApps
28422
26482
37612
28581
28491
21691
21381
26731
24111
21641

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
18896632 Untitled Apple Inc. MILLER, DANIEL R 2858 §102§103 Non-Final OA Pending
18962548 Untitled Apple Inc. PERENY, TYLER J Non-Final OA Pending
19015144 Untitled Apple Inc. LAM, TUAN THIEU 2842 §102 Non-Final OA Pending
18987863 Untitled Apple Inc. HILTUNEN, THOMAS J 2849 §102§103 Non-Final OA Pending
18988832 Untitled Apple Inc. SKIBINSKI, TOMI SWEET 2842 §102§103 Non-Final OA Pending
19202817 TECHNIQUES FOR MANAGING INFORMATION FOR DIGITAL ASSETS Apple Inc. HU, JENSEN 2169 §102§103 Non-Final OA 27d AI Ready May 08, 2025
19174467 TECHNIQUES FOR MANAGING SOLID-STATE STORAGE DEVICES Apple Inc. MA, WEI §103 Non-Final OA Pending Apr 09, 2025
19069408 TECHNIQUES FOR PROMOTING PRIVACY WHEN PROVIDING QUERY RESULTS Apple Inc. ULLAH, SHARIF E Non-Final OA Pending Mar 04, 2025
18974241 ADAPTIVE OPERATION TO MITIGATE SPECULAR REFLECTIONS Apple Inc. VO, NGUYEN THANH DP Non-Final OA Pending Dec 09, 2024
18935952 DYNAMIC ADDRESS-BASED DATA RELIABILITY Apple Inc. GIROUARD, JANICE MARIE 2138 §103 Non-Final OA Pending Nov 04, 2024
18900476 IMAGE SPECIFIC GLOBAL TONE CURVE AND RESIDUAL GAIN MAP GENERATION BASED ON MULTIPLE IMAGES Apple Inc. LIU, XIAO §103 Non-Final OA Pending Sep 27, 2024
18810195 SUBSCRIPTION SERVICE FILE MANAGEMENT FOR ESIM TRANSFER Apple Inc. APPIAH, CHARLES NANA §102§103 Non-Final OA Pending Aug 20, 2024
18770149 TECHNIQUES FOR ADJUSTING GAIN MAPS FOR DIGITAL IMAGES Apple Inc. ALLISON, ANDRAE S 2673 §102§103§112 Non-Final OA Pending Jul 11, 2024
18732213 NON-STANDALONE 5G SHARED RADIO ACCESS NETWORK MANAGEMENT Apple Inc. FOLLANSBEE, KEITH TRAN-DANH 2411 §103 Non-Final OA Pending Jun 03, 2024
18662963 WIRELESS AUDIO OUTPUT DEVICES Apple Inc. HUANG, WEN WU 2648 §103 Non-Final OA Pending May 13, 2024
18641173 SIGNAL AGGREGATION Apple Inc. SWIFT, CHARLES M §102§103 Non-Final OA Pending Apr 19, 2024
18636079 TECHNIQUES FOR DETERMINISTICALLY ROUTING DATABASE REQUESTS TO DATABASE SERVERS Apple Inc. SKHOUN, HICHAM 2164 §103 Non-Final OA 28d overdue Pending Apr 15, 2024
18618430 RADIO-FREQUENCY FRONT-END CIRCUIT WITH ADJUSTABLE OPERATION MODES Apple Inc. FERGUSON, KEITH 2648 §103 Non-Final OA Pending Mar 27, 2024
18439627 DIGITAL LETTER OF APPROVAL (DLOA) FOR DEVICE COMPLIANCE Apple Inc. PALIWAL, YOGESH 2435 §112 Non-Final OA AI Ready Feb 12, 2024
18513342 TECHNIQUES FOR PERSONALIZING APP STORE RECOMMENDATIONS Apple Inc. GMAHL, NAVNEET K 2166 §103 Non-Final OA AI Ready Nov 17, 2023
18333476 CELLULAR WIRELESS SERVICE PLAN TRANSFER BETWEEN NON-LINKED WIRELESS DEVICES Apple Inc. WEBB, MARGARET G 2641 §103 Non-Final OA 70d Pending Jun 12, 2023
18330343 eSIM PROFILE MANAGEMENT FOR WIRELESS DEVICES Apple Inc. PARK, JEONG S 2454 §103 Final Rejection 11d overdue AI Ready Jun 06, 2023
18182594 AUTOMATIC CAPSULE DOCK FOR A COFFEE BREWING SYSTEM Tbdx Inc. NGUYEN, PHUONG T 3761 §103 Final Rejection 57d Pending Mar 13, 2023
18161011 TECHNIQUES FOR SYNDICATING CUSTOMIZABLE CONTENT TO RECIPIENT ENTITIES Apple Inc. ANSARI, AZAM A 3621 §103 Final Rejection 12d AI Ready Jan 27, 2023
18157056 TECHNIQUES FOR IMPLEMENTING DYNAMIC INTERACTIVE ON-DEMAND USER INTERFACE ORDERING Apple Inc. RAMPHAL, LATASHA DEVI 3688 §101§103§112 Final Rejection Pending Jan 19, 2023
17890803 SYSTEM AND METHODS FOR CONTROLLING POURING WATER FROM A BREWER Tbdx Inc. NGUYEN, PHUONG T 3761 §103 Final Rejection 57d Pending Aug 18, 2022

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