Prosecution Insights
Last updated: August 06, 2026

DLA Piper LLP (US)

58 pending office actions • 41 clients • 57 examiners • 42 art units • 0 of 58 (0%) have an AI response strategy ready

Quality Metrics (n=21056 apps, methodology: how we score firms)

84.5%
Allowance Rate
n=21056
+0.61σ
Allowance Rate (norm)
n=21056
3.7
OAs to Allowance
n=14247
+0.03σ
OAs to Allow (norm)
n=14247
1078 days
Time to Allowance
n=14247
+7.9pp
Interview Lift
n=21056
29.9%
RCE Rate
n=21056
2.4%
Appeal Rate
n=21056

Rejection Performance (% of received rejections ultimately overcome)

81.2%
§101 Overcome
n=2050
82.7%
§102 Overcome
n=5639
82.9%
§103 Overcome
n=9433
84.2%
§112 Overcome
n=5902

Specialization & Scale

G06F, G06Q, A61K
Top CPC Subclasses
12%
Top-3 CPC Share
n=21056
29
Practitioners
n=21056
726.1
Apps / Practitioner
n=21056

Portfolio Summary

58
Total Pending OAs
35
Non-Final OAs
22
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 25 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

15
Overdue
0
Due this week
7
Due this month
1
Due in next 60 days
2
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. 25 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (15)Due ≤ 30 days (7)Due ≤ 60 days (1)Due later (2)

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.

22
Hard (38%)
26
Medium (45%)
9
Easy (16%)
1
Unknown (2%)

Rejection Statute Mix

BucketCases
§101 only1 (2%)
§101 + other8 (14%)
§103 only14 (24%)
§102 only4 (7%)
§112 only5 (9%)
Double-patenting only4 (7%)
Double-patenting + other8 (14%)
Multi-statute (no §101)13 (22%)
No statute on record1 (2%)

Industry Mix

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

31
Life Sciences
53% of docket
5
Information Tech
9% of docket
6
Communications
10% of docket
3
Semiconductors
5% of docket
5
Mechanical / Eng
9% of docket
8
Business / Other
14% 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.

580 h
Manual time on pending OAs
116 h
Time saved (low, 20%)
203 h
Time saved (mid, 35%)
5.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
GOLDBERG, JEANINE ANNE 2 45.9% +40.9%
HINDI, NABIL Z 1 87.4% +8.9%
UDDIN, MOHAMMED R 1 78.0% +30.1%
KIM, MICHELLE JINJU 1 70.0% +42.9%
PALMER, LUCAS E A 1 80.3% +16.5%
PEREZ, BRYAN REYNALDO 1 84.0% +13.8%
WOLF, DARREN E 1 84.9% +15.3%
WHITE, JOSHUA RAYMOND 1 76.9% +36.2%
SMITH, LINDSEY B 1 51.5% +54.5%
RENNER, CRAIG A 1 84.2% +17.6%

Quick Wins (3)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
18802302 Disk Drive Suspension Assembly With PZT Actuators Having Active And Inactive Regions RENNER, CRAIG A 2d overdue
19355198 Tapered Optical And Magnetic Elements For Improved Writing In Heat-Assisted Magnetic Recording HINDI, NABIL Z
18926282 DYNAMIC ERROR QUANTIZER TUNING SYSTEMS AND METHODS WOLF, DARREN E

Hard Cases (22)

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
18660113 VOICE ASSISTANCE SYSTEM AND METHOD FOR HOLDING A CONVERSATION WITH A PERSON ABEBE, DANIEL DEMELASH 89d overdue
18144109 AUTOMATIC LINK PREDICTION FOR DEVICES IN COMMERCIAL AND INDUSTRIAL ENVIRONMENTS SAXENA, AKASH 73d overdue
17838115 METHOD AND SYSTEM FOR IMPROVED MANAGEMENT OF GENETIC DISEASES MINCHELLA, KAITLYN L 59d overdue
17399920 CLASSIFICATION OF SUBTYPES OF KIDNEY TUMORS USING DNA METHYLATION GOLDBERG, JEANINE ANNE 42d overdue
18218953 Accelerometer-Based Voice Activity Detection With Optimized Detection Axis OPSASNICK, MICHAEL N 8d overdue
18554942 COMPOSITIONS AND METHODS FOR IN VIVO SCREENING OF THERAPEUTICS LAFAVE, ELIZABETH ROSE 15d
19104092 Machine, Means For Controlling The Compaction Of A Substrate And Product Obtained PALMER, LUCAS E A 39d
18019448 METHODS AND SYSTEMS FOR CELL-FREE DNA FRAGMENT SIZE DENSITIES TO ASSESS CANCER TURPIN, ZACHARY MARK 75d

Interview Candidates (10)

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
17399920 CLASSIFICATION OF SUBTYPES OF KIDNEY TUMORS USING DNA METHYLATION GOLDBERG, JEANINE ANNE 42d overdue
19184880 Head Gimbal Assembly With Gimbal Tethers For Hard Disk Drive Device KIM, MICHELLE JINJU 24d overdue
17879527 DIAGNOSTIC ASSAY FOR URINE MONITORING OF BLADDER CANCER GOLDBERG, JEANINE ANNE 8d overdue
18802302 Disk Drive Suspension Assembly With PZT Actuators Having Active And Inactive Regions RENNER, CRAIG A 2d overdue
19104092 Machine, Means For Controlling The Compaction Of A Substrate And Product Obtained PALMER, LUCAS E A 39d
19253503 METHOD AND SYSTEM FOR PROVIDING A CLARITY GRADE FOR A GEM UDDIN, MOHAMMED R 84d
19011046 BOOST CONVERTER OUTPUT PROTECTION SYSTEMS AND METHODS PEREZ, BRYAN REYNALDO
18926282 DYNAMIC ERROR QUANTIZER TUNING SYSTEMS AND METHODS WOLF, DARREN E

Client Portfolio (41 clients)

Top Art Units

Art UnitApps
16824
26883
16842
16272
16432
21611
37311
28381
24381
36881

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19355198 Tapered Optical And Magnetic Elements For Improved Writing In Heat-Assisted Magnetic Recording Headway Technologies, Inc. HINDI, NABIL Z 2688 DP Non-Final OA Pending Oct 10, 2025
19253503 METHOD AND SYSTEM FOR PROVIDING A CLARITY GRADE FOR A GEM Gemological Institute Of America, Inc. (Gia) UDDIN, MOHAMMED R 2161 DP Non-Final OA 84d Pending Jun 27, 2025
19184880 Head Gimbal Assembly With Gimbal Tethers For Hard Disk Drive Device Magnecomp Corporation KIM, MICHELLE JINJU 2688 §103 Non-Final OA 24d overdue Pending Apr 21, 2025
19104092 Machine, Means For Controlling The Compaction Of A Substrate And Product Obtained Investweiler Participacoes Ltda PALMER, LUCAS E A 3731 §102§103§112 Non-Final OA 39d Pending Feb 14, 2025
19011046 BOOST CONVERTER OUTPUT PROTECTION SYSTEMS AND METHODS Analog Devices, Inc. PEREZ, BRYAN REYNALDO 2838 §102§103 Non-Final OA Pending Jan 06, 2025
18926282 DYNAMIC ERROR QUANTIZER TUNING SYSTEMS AND METHODS Maxim Integrated Products, Inc. WOLF, DARREN E §112 Non-Final OA Pending Oct 24, 2024
18897817 PROTECTING SENSITIVE DATA IN TEXT-BASED GEN-AI SYSTEM Baffle, Inc. WHITE, JOSHUA RAYMOND 2438 §103§112 Final Rejection Pending Sep 26, 2024
18805055 APPAREL MODELING SYSTEM AND METHOD Zazzle Inc. SMITH, LINDSEY B 3688 §101 Final Rejection Pending Aug 14, 2024
18802302 Disk Drive Suspension Assembly With PZT Actuators Having Active And Inactive Regions Magnecomp Corporation RENNER, CRAIG A 2688 §103 Non-Final OA 2d overdue Pending Aug 13, 2024
18800842 APPARATUSES AND METHODS FOR TESTING SEMICONDUCTOR CIRCUITRY USING MICROELECTROMECHANICAL SYSTEMS SWITCHES Analog Devices International Unlimited Company ZHANG, HAIDONG 2858 DP Non-Final OA Pending Aug 12, 2024
18789670 BUOYANT CONTAINMENT AND/OR FILTRATION Innermost Containment Systems LLC MAYO, TARA LEIGH §102§103 Non-Final OA Pending Jul 30, 2024
18660113 VOICE ASSISTANCE SYSTEM AND METHOD FOR HOLDING A CONVERSATION WITH A PERSON Friendlybuzz Company, Pbc ABEBE, DANIEL DEMELASH 2657 §102§103 Final Rejection 89d overdue Pending May 09, 2024
18637265 SEMICONDUCTOR DEVICE WITH NON-PLANAR MOSFET DEVICE DIE AND PLANAR MOSFET DEVICE DIE Silicon Storage Technology, Inc. LEBENTRITT, MICHAEL §102 Non-Final OA Pending Apr 16, 2024
18626241 LONG-ACTING INJECTABLE FORMULATIONS AND USE THEREOF Dechra Veterinary Products, LLC ALLEY, GENEVIEVE S 1617 §103§112DP Non-Final OA Pending Apr 03, 2024
18612900 THREAD LOCAL EVENT BASED PROFILING WITH PERFORMANCE AND SCALING ANALYSIS Maxon Computer GmbH ABSHER, LUCAS DONALD §103§112 Non-Final OA Pending Mar 21, 2024
18610195 UNIVERSAL METHOD FOR EXTRACTING NUCLEIC ACID MOLECULES FROM A DIVERSE POPULATION OF ONE OR MORE TYPES OF MICROBES IN A SAMPLE Sun Genomics, Inc. BELLAH, JEFFREY LAWRENCE §101§103§112DP Non-Final OA Pending Mar 19, 2024
18581048 ULTRA-LONG ACTING INSULIN-FC FUSION PROTEINS AND METHODS OF USE Dechra Limited CHANDRA, GYAN §112DP Non-Final OA Pending Feb 19, 2024
18683096 COHERENT ISING MACHINE WITH OPTICAL ERROR CORRECTION FOR OPTIMIZATION SOLUTION GENERATOR SYSTEM AND METHOD The University of Tokyo ARJOMANDI, NOOSHA §101§102 Non-Final OA Pending Feb 12, 2024
18410608 STABILIZED APILIMOD COMPOSITIONS AND USES THEREOF Orphai Therapeutics Inc. MOU, LIYUAN 1628 §103Other Non-Final OA 16d Pending Jan 11, 2024
18563850 WHEEL HUB BIKTRIX ENTERPRISES INC. TRAN, LONG T 3747 §102 Non-Final OA 19d overdue Pending Nov 22, 2023
18563854 METHOD OF MATCHING ANALYTICS AND COMMUNICATION ESTABLISHMENT Friendlybuzz Company, Pbc JOSHI, SURAJ M 2447 §103 Final Rejection 59d overdue Pending Nov 22, 2023
18554942 COMPOSITIONS AND METHODS FOR IN VIVO SCREENING OF THERAPEUTICS Gordian Biotechnology, Inc. LAFAVE, ELIZABETH ROSE 1684 §102§103§112 Non-Final OA 15d Pending Oct 11, 2023
18286081 METHOD OF DETECTING CANCER USING GENOME-WIDE CFDNA FRAGMENTATION PROFILES Delfi Diagnostics, Inc. GRAY, JESSICA 1682 §103§112DP Final Rejection Pending Oct 06, 2023
18549564 METHODS OF TREATMENT FOR LEUKEMIA Dna Seq 2, Inc. JARRELL, NOBLE E 1699 §103 Final Rejection Pending Sep 07, 2023
18454292 CRAC CHANNEL INHIBITOR COMPOSITIONS Calcimedica, Inc. WHITE, DAWANNA SHAR-DAY 1627 §103DP Final Rejection Pending Aug 23, 2023
18274978 EPIGENETIC GENE REGULATION TO TREAT NEUROLOGICAL DISEASES AND PAIN Navega Therapeutics, Inc. HUDSON, AMY ROSE 1636 §103§112DP Non-Final OA Pending Jul 28, 2023
18218953 Accelerometer-Based Voice Activity Detection With Optimized Detection Axis Invensense, Inc. OPSASNICK, MICHAEL N 2658 §102§103 Final Rejection 8d overdue Pending Jul 06, 2023
18266996 3D PRINTED DEVICES AND METHOD OF USE NTT Research, Inc. LOPEZ, LESLIE ANN 3774 §102Other Final Rejection 15d Pending Jun 13, 2023
18201129 POLYPEPTIDE MODIFICATION AND CONJUGATION METHODS Encodia, Inc. BEANE, RANDALL L 1654 §102§103§112 Non-Final OA Pending May 23, 2023
18199154 INDUCIBLE CELL DEATH SYSTEMS Senti Biosciences, Inc. SHUPE, ELIZABETH A 1643 DP Non-Final OA Pending May 18, 2023
18317195 ENHANCED ERYTHROPOIESIS AND IRON METABOLISM Fibrogen, Inc. SCHMITT, MICHAEL J 1629 Other Non-Final OA 150d overdue Pending May 15, 2023
18144109 AUTOMATIC LINK PREDICTION FOR DEVICES IN COMMERCIAL AND INDUSTRIAL ENVIRONMENTS Mapped Inc. SAXENA, AKASH 2188 §101§103§112Other Final Rejection 73d overdue Pending May 05, 2023
18035262 BETA ADRENERGIC AGONIST AND METHODS OF USING THE SAME Curasen Therapeutics, Inc. ANDERSON, REBECCA L 1626 §112 Final Rejection Pending May 03, 2023
18297914 ARGININE MODIFICATION AND CONJUGATION METHODS Encodia, Inc. HIBBERT, CATHERINE S 1658 §103§112 Non-Final OA Pending Apr 10, 2023
18120676 REAGENT CARTRIDGE AND TEMPERATURE CONTROL SYSTEM Encodia, Inc. CHIU, MAY LEUNG 1758 §102§103§112 Non-Final OA Pending Mar 13, 2023
18114766 SYSTEMS AND METHODS FOR ENERGY-EFFICIENT DATA PROCESSING Maxim Integrated Products, Inc. JABLON, ASHER H. 2122 §102 Final Rejection Pending Feb 27, 2023
18019448 METHODS AND SYSTEMS FOR CELL-FREE DNA FRAGMENT SIZE DENSITIES TO ASSESS CANCER Delfi Diagnostics, Inc. TURPIN, ZACHARY MARK 1682 §101§102§112DPOther Final Rejection 75d Pending Feb 02, 2023
18018759 COMPOSITIONS AND METHODS FOR IMPROVED VACCINATION Combined Therapeutics, Inc. QIAN, CELINE X 1637 §102§103DP Final Rejection Pending Jan 30, 2023
18080673 MULTIPLY-ACCUMULATE WITH BROADCAST DATA Analog Devices, Inc. LAROCQUE, EMILY E §112Other Non-Final OA Pending Dec 13, 2022
18061045 AUTOLOGOUS DENDRITIC CELL VACCINE KIT AND USES Aivita Biomedical, Inc. BOESEN, AGNIESZKA 1672 §103 Final Rejection 3d overdue Pending Dec 02, 2022
18056973 METHODS AND COMPOSITIONS FOR TREATING ACUTE KIDNEY INJURY Calcimedica, Inc. RZECZYCKI, PHILLIP MATTHEW 1625 §103 Non-Final OA 15d Pending Nov 18, 2022
17985698 Gold-Copper Alloy In A Heat-Assisted Magnetic Recording Writer Headway Technologies, Inc. CHAU, LINDA N 1785 §103 Final Rejection Pending Nov 11, 2022
17921477 METHODS AND SYSTEMS FOR DETERMINATION OF AN EFFECTIVE THERAPEUTIC REGIMEN AND DRUG DISCOVERY Dna-Seq, Inc. ANDERSON-FEARS, KEENAN NEIL 1687 §103 Non-Final OA Pending Oct 26, 2022
17968664 Stabilization Suspensions And Methods Of Manufacture Hutchinson Technology Incorporated KHAN, USMAN A 2637 §103 Non-Final OA 29d overdue Pending Oct 18, 2022
17966681 Shape Memory Alloy Actuators And Methods Thereof Hutchinson Technology Incorporated PICHLER, MARIN 2872 §102§103§112 Non-Final OA Pending Oct 14, 2022
17918861 VIRAL DELIVERY VEHICLE SELECTION Gordian Biotechnology, Inc. BOESEN, CHRISTIAN C 1684 §101§102 Non-Final OA Pending Oct 13, 2022
17933463 IMMUNOCONJUGATES TARGETING CD46 AND METHODS OF USE THEREOF Fortis Therapeutics, Inc. CANELLA, KAREN A 1643 §112DP Final Rejection Pending Sep 19, 2022
17911346 TREATMENT OF DISORDERS ASSOCIATED WITH OXIDATIVE STRESS AND COMPOUNDS FOR SAME BOARD OF REGENTS OF THE UNIVERSITY OF TEXAS SYSTEM IVANOVA, SVETLANA M 1627 §112 Non-Final OA 28d Pending Sep 13, 2022
17943136 LASER INSCRIPTION FOR GEMSTONES Gemological Institute Of America, Inc. (Gia) WANG, FRANKLIN JEFFERSON 3761 §103 Final Rejection 21d Pending Sep 12, 2022
17820804 INHIBITORY CHIMERIC RECEPTOR ARCHITECTURES Senti Biosciences, Inc. LIU, SUE XU 1616 §102§103§112Other Non-Final OA Pending Aug 18, 2022
17879527 DIAGNOSTIC ASSAY FOR URINE MONITORING OF BLADDER CANCER Convergent Genomics, Inc. GOLDBERG, JEANINE ANNE 1682 §103 Final Rejection 8d overdue Pending Aug 02, 2022
17862183 High-Aspect Ratio Electroplated Structures And Anisotropic Electroplating Processes Hutchinson Technology Incorporated WITTENBERG, STEFANIE S 1795 §112 Non-Final OA 29d Pending Jul 11, 2022
17838115 METHOD AND SYSTEM FOR IMPROVED MANAGEMENT OF GENETIC DISEASES Alexion Pharmaceuticals, Inc. MINCHELLA, KAITLYN L 1685 §101§103§112Other Final Rejection 59d overdue Pending Jun 10, 2022
17762354 NK ENGAGER COMPOUNDS THAT BIND VIRAL ANTIGENS AND METHODS OF USE Regents Of The University Of Minnesota BENAVIDES, JENNIFER ANN 1675 §103§112DP Non-Final OA 31d overdue Pending Mar 21, 2022
17399920 CLASSIFICATION OF SUBTYPES OF KIDNEY TUMORS USING DNA METHYLATION UNIVERSITY OF SOUTHERN CALIFORNIA GOLDBERG, JEANINE ANNE 1682 §101§112 Non-Final OA 42d overdue Pending Aug 11, 2021
17428061 CONTROL FOR NUCLEIC ACID PREPARATION AND/OR DETECTION METHODS Altona Diagnostics GmbH PENNINGTON, KATIE LEIGH 1634 §103 Non-Final OA Pending Aug 03, 2021
16866281 METHODS AND SYSTEMS FOR DETERMINATION OF AN EFFECTIVE THERAPEUTIC REGIMEN AND DRUG DISCOVERY Dna-Seq, Inc. LIU, GUOZHEN 1686 §101DP Final Rejection Pending May 04, 2020
15981767 METHODS FOR EXTRACTING AND MEASURING CONCENTRATIONS OF BIOMOLECULES IN COMPLEX MATRICES WITHOUT THE NEED FOR IMMUNOCAPTURE C2N Diagnostics LLC NGUYEN, NAM P 1678 §103Other Final Rejection 38d overdue Pending May 16, 2018

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