Prosecution Insights
Last updated: October 04, 2026

Dla Piper LLP US - Reston

Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems • Medical Devices & Mechanical Engineering

19 pending office actions • 18 clients • 19 examiners • 14 art units • 0 of 19 (0%) have an AI response strategy ready • 48 patents granted in the last 365 days

Analysis

DLA PIPER LLP US - Reston handles Transportation, E-Commerce & Mechanical Systems. The firm has 21138 career applications and a resolved allowance rate of 84.42 percent. There are 16 pending office actions. The firm averages 3.69 office actions per allowance.

The 16 pending office actions in Reston are a subset of the 21138 career applications. The 84.42 percent allowance rate indicates the firm's effectiveness, while the 3.69 average office actions per allowance show the typical effort required.

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

Quality Metrics (n=21138 apps, methodology: how we score firms)

84.4%
Allowance Rate
n=21138
+0.61σ
Allowance Rate (norm)
n=21138
3.7
OAs to Allowance
n=14298
+0.04σ
OAs to Allow (norm)
n=14298
1078 days
Time to Allowance
n=14298
+7.8pp
Interview Lift
n=21138
29.9%
RCE Rate
n=21138
2.4%
Appeal Rate
n=21138

Rejection Performance (% of received rejections ultimately overcome)

81.1%
§101 Overcome
n=2066
82.5%
§102 Overcome
n=5673
82.7%
§103 Overcome
n=9490
84.1%
§112 Overcome
n=5941

Specialization & Scale

G06F, G06Q, A61K
Top CPC Subclasses
12%
Top-3 CPC Share
n=21138
29
Practitioners
n=21138
728.9
Apps / Practitioner
n=21138

Portfolio Summary

19
Total Pending OAs
11
Non-Final OAs
7
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 6 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

2
Overdue
0
Due this week
3
Due this month
1
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. 6 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (2)Due ≤ 30 days (3)Due ≤ 60 days (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.

10
Hard (53%)
7
Medium (37%)
1
Easy (5%)
1
Unknown (5%)

Rejection Statute Mix

BucketCases
§101 only3 (16%)
§101 + other3 (16%)
§103 only7 (37%)
Double-patenting only1 (5%)
Multi-statute (no §101)4 (21%)
No statute on record1 (5%)

Industry Mix

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

0
Life Sciences
0% of docket
5
Information Tech
26% of docket
0
Communications
0% of docket
1
Semiconductors
5% of docket
10
Mechanical / Eng
53% of docket
3
Business / Other
16% 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.

190 h
Manual time on pending OAs
38 h
Time saved (low, 20%)
66 h
Time saved (mid, 35%)
1.7 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
WOODWORTH, II, ALLAN J 1 38.7% +40.0%
PENG, HUAWEN A 1 82.3% +20.4%
SICONOLFI, ROBERT 1 39.7% +19.6%
SMITH, KAITLYN ELIZABETH 1 58.0% +14.9%
TADESSE, MARTHA 1 67.2% +14.3%
CHEN, JOSE V 1 78.0% +15.1%
BALDORI, JOSEPH B 1 44.9% +30.1%
ALLEN, ANDRE J 1 91.4% +6.4%
HUSSAIN, IMAD 1 81.9% +15.8%
SPAR, ILANA L 1 46.0% +27.7%

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
19139165 SYSTEM AND METHOD FOR MIGRATING DATABASE CONTENTS OF AN SAP SYSTEM PENG, HUAWEN A —

Hard Cases (10)

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
18300093 SYSTEMS AND METHODS FOR OPTIMIZING A MACHINE LEARNING MODEL BASED ON A PARITY METRIC GRUSZKA, DANIEL PATRICK 79d overdue
18765923 SYSTEMS AND METHODS TO AUTOMATE GLOBAL EMPLOYMENT SPAR, ILANA L 31d overdue
18418820 HANGING TRASH RECEPTACLE VOLZ, ELIZABETH J 30d
19252689 SYSTEMS AND METHODS FOR TRANSMITTING INFORMATION WOODWORTH, II, ALLAN J 35d
18962874 NESTED CREST-TO-CREST WAVE SPRING SICONOLFI, ROBERT —
18829015 TOYS CONFIGURED FOR USE WITH OTHER TOY SYSTEMS BALDORI, JOSEPH B —
18835252 ON-MACHINE TOOL MEASUREMENT DEVICE ALLEN, ANDRE J —
18768955 ARTIFICIAL INTELLIGENCE BASED ASSISTANTS TO BUILD AND DEBUG ARTIFICIAL INTELLIGENCE MODELS HUSSAIN, IMAD —

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
18765923 SYSTEMS AND METHODS TO AUTOMATE GLOBAL EMPLOYMENT SPAR, ILANA L 31d overdue
18848802 ROTARY COMPRESSOR AND REFRIGERATION CYCLE APPARATUS TADESSE, MARTHA 9d
19252689 SYSTEMS AND METHODS FOR TRANSMITTING INFORMATION WOODWORTH, II, ALLAN J 35d
19139165 SYSTEM AND METHOD FOR MIGRATING DATABASE CONTENTS OF AN SAP SYSTEM PENG, HUAWEN A —
18962874 NESTED CREST-TO-CREST WAVE SPRING SICONOLFI, ROBERT —
18899652 HEATING GARMENT SMITH, KAITLYN ELIZABETH —
18883775 PRODUCT FOR HOLDING ITEMS AND METHOD FOR MAKING SAME CHEN, JOSE V —
18829015 TOYS CONFIGURED FOR USE WITH OTHER TOY SYSTEMS BALDORI, JOSEPH B —

Client Portfolio (18 clients)

Top Art Units

Art UnitApps
36222
37632
21691
37941
36371
24531
36351
37331
36941
21191

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19252689 SYSTEMS AND METHODS FOR TRANSMITTING INFORMATION Quarter, Inc. WOODWORTH, II, ALLAN J 3622 §101 Final Rejection 35d Pending Jun 27, 2025
19139165 SYSTEM AND METHOD FOR MIGRATING DATABASE CONTENTS OF AN SAP SYSTEM Lemongrass Holdings, Inc. PENG, HUAWEN A 2169 §103 Non-Final OA — Pending Jun 13, 2025
18962874 NESTED CREST-TO-CREST WAVE SPRING Smalley Steel Ring Company SICONOLFI, ROBERT §102§103 Non-Final OA — Pending Nov 27, 2024
18899652 HEATING GARMENT Reb LLC SMITH, KAITLYN ELIZABETH 3794 §103 Non-Final OA — Pending Sep 27, 2024
18848802 ROTARY COMPRESSOR AND REFRIGERATION CYCLE APPARATUS Carrier Japan Corporation TADESSE, MARTHA 3763 — Final Rejection 9d Pending Sep 19, 2024
18883775 PRODUCT FOR HOLDING ITEMS AND METHOD FOR MAKING SAME Nupur, LLC CHEN, JOSE V 3637 §103Other Final Rejection — Pending Sep 12, 2024
18829015 TOYS CONFIGURED FOR USE WITH OTHER TOY SYSTEMS Stickytek Pty Ltd. BALDORI, JOSEPH B §103§112 Non-Final OA — Pending Sep 09, 2024
18835252 ON-MACHINE TOOL MEASUREMENT DEVICE Shibaura Machine Co., Ltd. ALLEN, ANDRE J §102§112 Non-Final OA — Pending Aug 01, 2024
18768955 ARTIFICIAL INTELLIGENCE BASED ASSISTANTS TO BUILD AND DEBUG ARTIFICIAL INTELLIGENCE MODELS Arize AI, Inc. HUSSAIN, IMAD 2453 §101§103 Non-Final OA — Pending Jul 10, 2024
18765923 SYSTEMS AND METHODS TO AUTOMATE GLOBAL EMPLOYMENT Oyster Hr, Inc. SPAR, ILANA L 3622 §101§112 Non-Final OA 31d overdue Pending Jul 08, 2024
18658625 EXTERIOR WALL SYSTEM Permasteelisa North America Corp. LAUX, JESSICA L 3635 §103Other Non-Final OA 14d Pending May 08, 2024
18418820 HANGING TRASH RECEPTACLE Inventor Gadgets Llc. VOLZ, ELIZABETH J 3733 §102§103 Final Rejection 30d Pending Jan 22, 2024
18575508 NUMISMATIST SYSTEM U.S. Money Reserve Inc. PARK, YONG S 3694 §101 Non-Final OA — Pending Dec 29, 2023
18532354 TRAINING A PATTERN RECOGNITION SYSTEM Cyberswarm, Inc. NIU, JIAHE 2119 §103 Non-Final OA — Pending Dec 07, 2023
18484167 SURGICAL INSTRUMENT The Johns Hopkins University FERNSTROM, KURT 3715 DP Final Rejection — Pending Oct 10, 2023
18358548 Systems and Methods for Forecasting Program Viewership Sintecmedia, Nyc, Inc. MANG, VAN C 2126 §101 Final Rejection — Pending Jul 25, 2023
18302470 COOLING AND HYDRATING CONTAINERS AND METHODS OF USE Qore Performance, Inc. VAZQUEZ, ANA M 3763 §103 Non-Final OA — Pending Apr 18, 2023
18300093 SYSTEMS AND METHODS FOR OPTIMIZING A MACHINE LEARNING MODEL BASED ON A PARITY METRIC Arize AI, Inc. GRUSZKA, DANIEL PATRICK 2121 §101§103 Final Rejection 79d overdue Pending Apr 13, 2023
17817326 SIDE REAR-VIEW MIRROR CONTROL APPARATUS AND METHOD FOR VEHICLE Hyundai Mobis Co., Ltd. CARRUTH, JENNIFER DOAK 2871 §103 Non-Final OA — Pending Aug 03, 2022

Managing Dla Piper LLP US - Reston's Patent Prosecution?

IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.

Start Free Trial

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month