Prosecution Insights
Last updated: October 25, 2026

Greenberg Traurig, LLP

Technology area: Biotechnology & Pharmaceuticals

817 pending office actions • 278 clients • 708 examiners • 332 art units • 0 of 817 (0%) have an AI response strategy ready

Analysis

This profile covers Biotechnology & Pharmaceuticals and shows 821 pending office actions. The record includes 28822 career applications, demonstrating a large application portfolio and a substantial active prosecution workload.

The resolved allowance rate is 84.67%, and the average is 3.55 office actions per allowance. Resolved matters show allowance in most cases, while the action average indicates that allowance commonly follows several examination events.

The size of the pending docket makes prioritization, response consistency, and portfolio-level monitoring important. Practitioners can use the allowance rate to assess historical results and the action average to anticipate the effort associated with advancing matters through examination.

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

Quality Metrics (n=28822 apps, methodology: how we score firms)

84.7%
Allowance Rate
n=28822
+0.54σ
Allowance Rate (norm)
n=28822
3.6
OAs to Allowance
n=16142
-0.10σ
OAs to Allow (norm)
n=16142
1036 days
Time to Allowance
n=16142
+8.5pp
Interview Lift
n=28822
32.7%
RCE Rate
n=28822
2.0%
Appeal Rate
n=28822

Rejection Performance (% of received rejections ultimately overcome)

72.3%
§101 Overcome
n=3215
72.2%
§102 Overcome
n=6968
73.9%
§103 Overcome
n=11623
76.2%
§112 Overcome
n=7290

Specialization & Scale

G06F, H04L, G06Q
Top CPC Subclasses
20%
Top-3 CPC Share
n=28822
81
Practitioners
n=28822
355.8
Apps / Practitioner
n=28822

Portfolio Summary

817
Total Pending OAs
495
Non-Final OAs
301
Final Rejections
21
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 226 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

107
Overdue
7
Due this week
61
Due this month
25
Due in next 60 days
26
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. 226 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (107)Due ≤ 7 days (7)Due ≤ 30 days (61)Due ≤ 60 days (25)Due later (26)

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.

428
Hard (52%)
319
Medium (39%)
58
Easy (7%)
12
Unknown (1%)

Rejection Statute Mix

BucketCases
§101 only36 (4%)
§101 + other121 (15%)
§103 only242 (30%)
§102 only37 (5%)
§112 only32 (4%)
Double-patenting only26 (3%)
Double-patenting + other40 (5%)
Multi-statute (no §101)271 (33%)
No statute on record12 (1%)

Industry Mix

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

220
Life Sciences
27% of docket
198
Information Tech
24% of docket
59
Communications
7% of docket
72
Semiconductors
9% of docket
260
Mechanical / Eng
32% of docket
8
Business / Other
1% 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.

8,170 h
Manual time on pending OAs
1,634 h
Time saved (low, 20%)
2,860 h
Time saved (mid, 35%)
71.5 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
LEE, LAURA MICHELLE 4 54.8% +31.1%
ARON, KIMBERLY A 4 54.7% +34.3%
ZHU, JIANJIAN 4 58.1% +82.5%
KORTMAN, CURTIS JAMES 3 79.5% +24.1%
SZUMNY, JONATHON A 3 56.8% +54.9%
GEBRIL, MOHAMED M 3 76.3% +10.9%
MCMAHON, DANIEL F 3 89.7% +2.3%
WEBB, SUNNY DANIELLE 3 81.9% +23.2%
CHUNG, MONG-SHUNE 3 76.4% +22.5%
FAAL, BABOUCARR 3 80.7% +14.3%

Quick Wins (5)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.

App #TitleExaminerDue in
18671822 NAMESPACE MAPPING OPTIMIZATION IN NON-VOLATILE MEMORY DEVICES FAAL, BABOUCARR 14d
18480423 PERFORMANCE ALLOCATION AMONG USERS FOR ACCESSING NON-VOLATILE MEMORY DEVICES FAAL, BABOUCARR 33d
19022709 MANAGEMENT OF STORAGE RESOURCES ALLOCATED FROM NON-VOLATILE MEMORY DEVICES TO USERS FAAL, BABOUCARR 50d
19090126 DATA RECOVERY SYSTEM FOR MEMORY DEVICES MCMAHON, DANIEL F —
18821886 Reduction of Errors in Data Retrieved from a Memory Device to Apply an Error Correction Code of a Predetermined Code Rate MCMAHON, DANIEL F —

Hard Cases (428)

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
18064240 CATHETER DEVICES AND METHODS OF USE MCEVOY, THOMAS M 157d overdue
16585630 METHODS AND COMPOSITIONS FOR ENHANCING HEALTH GHALI, ISIS A D 119d overdue
17950720 WIRE DOWN DETECTION SYSTEM AND METHOD QUIGLEY, KYLE ROBERT 114d overdue
18390055 Facing and Quality Control in Microtomy SHI, TINGCHEN 99d overdue
17767340 METHODS AND COMPOSITIONS FOR TREATING ATAXIA TELANGIECTASIA MCLEOD, AFRICA MHAIRIE 89d overdue
18817096 Distributed Ledger Appliance and Methods of USE ALMEIDA, DEVIN E 86d overdue
18255885 MICRO-DEVICE TRACKING AND VIZUALISATION SYSTEM FARAG, AMAL ALY 78d overdue
17012824 DYNAMIC, REAL-TIME, GENOMICS DECISION SUPPORT, RESEARCH, AND SIMULATION SZUMNY, JONATHON A 73d overdue

Interview Candidates (30)

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
17012824 DYNAMIC, REAL-TIME, GENOMICS DECISION SUPPORT, RESEARCH, AND SIMULATION SZUMNY, JONATHON A 73d overdue
17192736 PLATFORM ONCOLYTIC VECTOR FOR SYSTEMIC DELIVERY ZHU, JIANJIAN 4d overdue
18671822 NAMESPACE MAPPING OPTIMIZATION IN NON-VOLATILE MEMORY DEVICES FAAL, BABOUCARR 14d
18480423 PERFORMANCE ALLOCATION AMONG USERS FOR ACCESSING NON-VOLATILE MEMORY DEVICES FAAL, BABOUCARR 33d
19022709 MANAGEMENT OF STORAGE RESOURCES ALLOCATED FROM NON-VOLATILE MEMORY DEVICES TO USERS FAAL, BABOUCARR 50d
18326963 STORING AND RECOVERING CRITICAL DATA IN A MEMORY DEVICE GEBRIL, MOHAMED M 76d
19301737 MAXIMUM ROW ACTIVE TIME ENFORCEMENT FOR MEMORY DEVICES KORTMAN, CURTIS JAMES —
19300127 Systems and Methods for Detecting Health State Changes Using Proteomics and Patient-Reported Data SZUMNY, JONATHON A —

Client Portfolio (278 clients)

View all 278 →

Top Art Units

Art UnitApps
378315
372414
379114
282413
282712
373110
37969
16339
21378
21398

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19179983 Untitled Micron Technology, Inc. SMITH, ISAAC G 3662 §101§103§112Other Final Rejection — Pending
19179635 Untitled Micron Technology, Inc. WONG, NANCI N 2137 §103 Final Rejection — Pending
19649581 METHODS AND COMPOSITIONS FOR TREATING ALPHA-1 ANTITRYPSIN DEFICIENCY BEAM THERAPEUTICS INC. DACE DENITO, ALEXANDRA GERALDINE 1636 §103 Non-Final OA — Pending Apr 16, 2026
19541998 SYSTEMS AND METHODS FOR NETWORK MODELLED DATA Carbon Arc SAX, TIMOTHY PAUL 3698 §101§103 Non-Final OA — Pending Feb 17, 2026
19412460 NAIL GUN AND CONTROL METHOD THEREOF Nanjing Chervon Industry Co., Ltd. MARTIN, VERONICA 3731 §103 Non-Final OA — Pending Dec 08, 2025
19393395 LONG ACTING ALPHA4BETA7 TARGETING MOLECULE COMPOSITIONS FOR THE TREATMENT GASTROINTESTINAL INFLAMMATORY DISEASE Paragon Therapeutics, Inc. DUFFY, BRADLEY 1643 §101§103DP Non-Final OA — Pending Nov 18, 2025
19356347 SYSTEMS AND METHODS FOR CAPTURE AND USE OF LOCAL ELEMENTS IN GAMEPLAY Imaginear, Inc. HENRY, THOMAS HAYNES 3715 §101 Final Rejection — Pending Oct 13, 2025
19356374 SYSTEMS AND METHODS FOR CAPTURE AND USE OF LOCAL ELEMENTS IN GAMEPLAY Imaginear, Inc. HENRY, THOMAS HAYNES 3715 §101 Final Rejection — Pending Oct 13, 2025
19347096 COMPOSITE BOARD INCLUDING CORE AND CAPSTOCK, AND ASSOCIATED METHOD The Azek Group LLC CHEN, VIVIAN 1787 §103§112 Final Rejection 3d overdue Pending Oct 01, 2025
19332275 A METHOD FOR MONITORING A VEHICLE STEERING SYSTEM AND A MONITORING SYSTEM Kb Intellectual Property GmbH & Co. Kg TROOST, AARON L 3666 §102§103§112 Non-Final OA — Pending Sep 18, 2025
19318613 BLOWER AND HANDHELD BLOWER Nanjing Chervon Industry Co., Ltd. FINK, THOMAS ANDREW 3746 §103§112 Final Rejection — Pending Sep 04, 2025
19301737 MAXIMUM ROW ACTIVE TIME ENFORCEMENT FOR MEMORY DEVICES Micron Technology, Inc. KORTMAN, CURTIS JAMES 2139 §103§112Other Non-Final OA — Pending Aug 15, 2025
19300127 Systems and Methods for Detecting Health State Changes Using Proteomics and Patient-Reported Data Alden Scientific, Inc. SZUMNY, JONATHON A 3686 §101§112 Non-Final OA — Pending Aug 14, 2025
19156348 MAP ANNOTATION DATA GENERATION FOR AUTONOMOUS VEHICLES Five AI Limited LEE, BRANDON DONGPA 3662 §101§102§103§112 Non-Final OA — Pending Aug 13, 2025
19297175 METHOD AND SYSTEM FOR PREFETCHING TARGETED CONTENT Yahoo Assets LLC HLAING, SOE MIN 2451 §103 Non-Final OA — Pending Aug 12, 2025
19291271 SYSTEMS AND METHODS FOR SCALING ARTIFICIAL INTELLIGENCE MEMORIES Blumira Inc. ROJAS, MIDYS 2133 §101§102§112 Non-Final OA — Pending Aug 05, 2025
19288915 CLOUD-BASED CREATION OF A CUSTOMER-SPECIFIC SYMMETRIC KEY ACTIVATION DATABASE Micron Technology, Inc. NOAMAN, BASSAM A 2497 §103Other Non-Final OA — Pending Aug 01, 2025
19280876 SOLAR PANEL TRANSMITTER PAIRING PROCESS Tigo Energy, Inc. GIRMA, FEKADESELASS 2689 Other Non-Final OA — Pending Jul 25, 2025
19277253 SHARED WORK QUEUE CONFIGURATION FOR A MEMORY DEVICE Micron Technology, Inc. LI, SIDNEY 2137 §102§103 Non-Final OA — Pending Jul 22, 2025
19277280 MEMORY WRITES TO SHARED WORK QUEUE OF MEMORY DEVICE Micron Technology, Inc. KWONG, EDMUND H 2137 §102§103 Non-Final OA — Pending Jul 22, 2025
19272737 SYSTEM AND METHOD FOR A SELF ADAPTIVE MULTI-USER PROGRAM GUIDE Universal Electronics Inc. SALTARELLI, DOMINIC D 2421 DP Non-Final OA — Pending Jul 17, 2025
19264004 PLANT MICROBES AND USES THEREOF Robigo, Inc. ORDAZ, CHRISTIAN JOSE 1663 §102§103§112 Non-Final OA — Pending Jul 09, 2025
19257031 DEVICES AND METHODS FOR PROVIDING PASSAGE BETWEEN HEART CHAMBERS V-Wave Ltd. ORKIN, ALEXANDER J 3771 DP Non-Final OA — Pending Jul 01, 2025
19256733 NETWORK-READY STORAGE PRODUCTS WITH CRYPTOGRAPHY BASED ACCESS CONTROL Micron Technology, Inc. CARDWELL, ERIC §102§103Other Non-Final OA — Pending Jul 01, 2025
19255499 TREATMENT OF HR+/HER2- BREAST CANCER USING SACITUZUMAB GOVITECAN Gilead Sciences, Inc. PUTTLITZ, KARL J 1646 §103§112DP Final Rejection — Pending Jun 30, 2025
19252099 INFLATOR, INFLATOR SYSTEM, AND ILLUMINATION DEVICE ADAPTED TO WORK OF AN INFLATOR Nanjing Chervon Industry Co., Ltd. LEE, GEOFFREY S 3746 §103§112 Non-Final OA — Pending Jun 27, 2025
19249564 MEMORY CHIP TEST PAD ACCESS MANAGEMENT TO FACILITATE DATA SECURITY Micron Technology, Inc. KORTMAN, CURTIS JAMES 2139 §103Other Non-Final OA — Pending Jun 25, 2025
19141526 COMPUTERIZED SYSTEMS AND METHODS FOR LOCATION AND USAGE SPECIFIC SENSOR CONFIGURATION AND IMPLEMENTATION Resideo Usa LLC FOXX, CHICO A 2685 §102 Non-Final OA — Pending Jun 20, 2025
19241690 METHODS AND SYSTEMS FOR CANNABINOID PRODUCT PRODUCTION Ojai Energetics Pbc PAGE, BRENT T 1662 §103 Non-Final OA — Pending Jun 18, 2025
19240505 QUERY RUNTIME FOR MULTI-LAYER COMPOSITION OF QUERIES Amperity, Inc. VY, HUNG T 2163 §101Other Non-Final OA — Pending Jun 17, 2025
19238329 ENGINEERED BISPECIFIC MOLECULES AND METHODS OF USE Cantai Therapeutics Inc. DAHLE, CHUN WU 1641 §103§112 Non-Final OA — Pending Jun 13, 2025
19238328 ENGINEERED BISPECIFIC MOLECULES AND METHODS OF USE Cantai Therapeutics Inc. DAHLE, CHUN WU 1641 §103§112 Non-Final OA 51d overdue Pending Jun 13, 2025
19238019 VEHICAL PASSENGER SENSING AND REPORTING SYSTEM Freeman Seating Company NGUYEN, AN T 2686 §103 Non-Final OA — Pending Jun 13, 2025
19138352 COMPUTERIZED SYSTEMS AND METHODS FOR DYNAMICALLY AND AUTOMATICALLY MANAGING A SECURITY SYSTEM Resideo LLC TRIEU, VAN THANH 2685 §102§103 Non-Final OA — Pending Jun 12, 2025
19223350 IMPACT WRENCH AND POWER TOOL Nanjing Chervon Industry Co., Ltd. IMAM, TANZIM 3731 §102§103§112 Final Rejection 8d Pending May 30, 2025
19222879 HAND STRENGTH DEVICE Castro Medical Devices LLC DICUIA, JONATHAN ANGELO 3784 §102§103 Non-Final OA — Pending May 29, 2025
19221178 RESPONSIVE ASSESSMENT MODULE AND METHODS OF USE THEREOF Whitworthkee Consulting, LLC LABOGIN, DORETHEA L 3624 §101§103 Non-Final OA — Pending May 28, 2025
19214333 BIASED MOLTEN METAL CIRCUITS Brilliant Light Power, Inc. GONZALEZ RAMOS, MAYLA 1721 §101§112 Non-Final OA — Pending May 21, 2025
19214545 METHODS AND SYSTEMS FOR MULTIPLE ACCESS TO A SINGLE HARDWARE DATA STREAM West Texas Technology Partners, LLC DANG, PHILIP 2488 §101§103§112 Non-Final OA — Pending May 21, 2025
19207924 SYSTEM AND METHOD FOR REALIZING UTILITY COST SAVINGS Universal Electronics Inc. VETTER, DANIEL 3628 DP Non-Final OA — Pending May 14, 2025
19206375 POWER TOOL Nanjing Chervon Industry Co., Ltd. AHMED, MOBEEN 3731 §102 Final Rejection 41d Pending May 13, 2025
19202937 COLLABORATIVE SENSOR DATA PROCESSING BY DEEP LEARNING ACCELERATORS WITH INTEGRATED RANDOM ACCESS MEMORY Micron Technology, Inc. SHIN, CHRISTOPHER B 2181 §103§112 Non-Final OA — Pending May 08, 2025
19202578 COMPOSITION OF RECOMBINANT CASEINS AND PLANT MATERIAL Plantopia Ltd. SHELLHAMMER, JAMES PAUL 1793 §103 Non-Final OA — Pending May 08, 2025
19201237 THERMOPHOTOVOLTAIC ELECTRICAL POWER GENERATOR Brilliant Light Power, Inc. GONZALEZ RAMOS, MAYLA 1721 §103§112 Non-Final OA — Pending May 07, 2025
19197236 COMPUTERIZED SYSTEMS AND METHODS FOR AUTOMATIC CEILING FAN OPERATION Resideo Usa LLC BROCKMAN, ELDON T 3799 §102§112 Non-Final OA — Pending May 02, 2025
19197329 USER CLICK MODELLING IN SEARCH QUERIES Home Depot Product Authority, LLC CHOI, YUK TING 2164 §103 Final Rejection — Pending May 02, 2025
19197149 METHOD FOR MAKING PROSTHETIC DEVICE Jointmedica Ltd. VETERE, ROBERT A 1712 §103DP Non-Final OA — Pending May 02, 2025
19192690 POWER TOOL AND AIRFLOW DEVICE Nanjing Chervon Industry Co., Ltd. LOPEZ, MICHELLE 3731 §112 Final Rejection — Pending Apr 29, 2025
19192549 POWER SUPPLY SYSTEM Nanjing Chervon Industry Co., Ltd. CAVALLARI, DANIEL 2836 §102§103§112 Non-Final OA — Pending Apr 29, 2025
19191727 HUMAN-POWERED GENERATOR Z-One And Only Technology Inc. JOHNSON, PHILLIP A 3617 §102§103 Non-Final OA — Pending Apr 28, 2025

View all 817 →

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Frequently Asked Questions

What is Greenberg Traurig, LLP's patent allowance rate?

84.7% of resolved applications prosecuted by Greenberg Traurig, LLP were allowed, across 28,822 applications in USPTO records.

How many office actions does Greenberg Traurig, LLP average before allowance?

3.55 office actions per allowed application on average.

How many pending office actions does Greenberg Traurig, LLP have?

817 pending office actions as of October 2026, for 278 clients, before 708 examiners in 332 art units.

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