Prosecution Insights
Last updated: August 06, 2026

Pearl Cohen Zedek Latzer Baratz, LLP

61 pending office actions • 42 clients • 58 examiners • 47 art units • 0 of 61 (0%) have an AI response strategy ready

Quality Metrics (n=11279 apps, methodology: how we score firms)

80.3%
Allowance Rate
n=11279
+0.52σ
Allowance Rate (norm)
n=11279
3.6
OAs to Allowance
n=6300
-0.01σ
OAs to Allow (norm)
n=6300
1105 days
Time to Allowance
n=6300
+12.6pp
Interview Lift
n=11279
30.2%
RCE Rate
n=11279
1.3%
Appeal Rate
n=11279

Rejection Performance (% of received rejections ultimately overcome)

79.9%
§101 Overcome
n=1055
78.6%
§102 Overcome
n=2829
81.0%
§103 Overcome
n=4612
82.9%
§112 Overcome
n=3379

Specialization & Scale

A61K, G06F, A61B
Top CPC Subclasses
16%
Top-3 CPC Share
n=11279
7
Practitioners
n=11279
1611.3
Apps / Practitioner
n=11279

Portfolio Summary

61
Total Pending OAs
36
Non-Final OAs
23
Final Rejections
2
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 41 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

25
Overdue
2
Due this week
7
Due this month
5
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. 41 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (25)Due ≤ 7 days (2)Due ≤ 30 days (7)Due ≤ 60 days (5)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.

41
Hard (67%)
17
Medium (28%)
2
Easy (3%)
1
Unknown (2%)

Rejection Statute Mix

BucketCases
§101 only3 (5%)
§101 + other12 (20%)
§103 only15 (25%)
§102 only1 (2%)
§112 only2 (3%)
Double-patenting + other1 (2%)
Multi-statute (no §101)26 (43%)
No statute on record1 (2%)

Industry Mix

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

33
Life Sciences
54% of docket
9
Information Tech
15% of docket
5
Communications
8% of docket
1
Semiconductors
2% of docket
12
Mechanical / Eng
20% of docket
1
Business / Other
2% 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.

610 h
Manual time on pending OAs
122 h
Time saved (low, 20%)
214 h
Time saved (mid, 35%)
5.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
GODO, OLATUNJI A 3 85.8% +9.4%
BADER, ROBERT N. 2 44.4% +25.7%
HU, XIAOQIN 1 61.5% +57.9%
SHAH, BHAVIN D 1 41.2% +24.9%
BORLINGHAUS, JASON M 1 47.5% +20.9%
MANOHARAN, MUTHUSWAMY GANAPATHY 1 65.3% +15.8%
GRAY, RYAN M 1 87.8% +12.1%
ROSEN, ELIZABETH H 1 46.1% +51.3%
SKROBARCZYK III, ROBERT ANTHONY 1 12.5% +25.6%
RENZE, GEORGE NICHOLAS 1 71.9% +18.8%

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
18770916 GRAPHICS PROCESSING GRAY, RYAN M 3d overdue

Hard Cases (41)

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
17614563 ARTIFICIAL RECEPTORS, RECOMBINANT CELLS COMPRISING THEREOF, METHODS FOR THEIR PREPARATION, AND METHOD OF USING THEREOF IVICH, FERNANDO NMN 168d overdue
17607908 RESTORATION OF THE CFTR FUNCTION BY SPLICING MODULATION ARIETI, RUTH SOPHIA 134d overdue
18581010 MULTI-HOP PARALLEL RELAY BASED NETWORKING SYSTEM AND METHOD THEREOF JOHNSON, AMY COHEN 110d overdue
18310033 REALTIME MONITORING OF INTERACTIONS DIVELBISS, MATTHEW H 67d overdue
18672101 METHOD AND SYSTEM FOR VERIFYING AMENDMENTS TO A SET OF DATA ROSEN, ELIZABETH H 58d overdue
17646844 METHOD AND APPARATUS FOR THE SELECTIVE GUIDANCE OF VEHICLES TO A WIRELESS CHARGER HERNANDEZ, MANUEL J 49d overdue
18576374 DEVICE AND SYSTEM FOR DETECTING SOUNDS FROM A SUBJECT'S BODY AGAHI, PUYA 30d overdue
18035751 MODIFIED HIGH MOLECULAR WEIGHT GLUTENIN SUBUNIT AND USES THEREOF MCWILLIAMS, KELSEY LYNN 30d overdue

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
18672101 METHOD AND SYSTEM FOR VERIFYING AMENDMENTS TO A SET OF DATA ROSEN, ELIZABETH H 58d overdue
19052550 SYSTEM AND METHOD FOR GENERATION OF AN AGENT HU, XIAOQIN 45d overdue
18770916 GRAPHICS PROCESSING GRAY, RYAN M 3d overdue
19006843 SYSTEM AND METHOD FOR MONITORING AND PREDICTING CHANGES IN VALUES OF AN ASSET BORLINGHAUS, JASON M 15d
18478666 GRAPHICS PROCESSING BADER, ROBERT N. 28d
18657914 SYSTEM AND METHOD OF PROGRESSION ASSESSMENT OF A NEUROLOGICAL DISEASE SKROBARCZYK III, ROBERT ANTHONY 40d
19013327 SYSTEM AND METHOD FOR DETECTING INTERNET FRAUD USING A MACHINE LEARNING MODEL SHAH, BHAVIN D
18840498 METHOD TO MANAGE NATIONAL ROAMING IN DISASTER SITUATION MANOHARAN, MUTHUSWAMY GANAPATHY

Client Portfolio (42 clients)

Top Art Units

Art UnitApps
26113
17523
36942
37962
16782
16122
21472
37942
16152
16312

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19052550 SYSTEM AND METHOD FOR GENERATION OF AN AGENT K2View Ltd. HU, XIAOQIN 2168 §103 Final Rejection 45d overdue Pending Feb 13, 2025
19013327 SYSTEM AND METHOD FOR DETECTING INTERNET FRAUD USING A MACHINE LEARNING MODEL Source Ltd. SHAH, BHAVIN D 3694 §101 Final Rejection Pending Jan 08, 2025
19006843 SYSTEM AND METHOD FOR MONITORING AND PREDICTING CHANGES IN VALUES OF AN ASSET Ecf Valuation Ltd. BORLINGHAUS, JASON M 3692 §101 Non-Final OA 15d Pending Dec 31, 2024
18840498 METHOD TO MANAGE NATIONAL ROAMING IN DISASTER SITUATION Telit Cinterion Deutschland GmbH MANOHARAN, MUTHUSWAMY GANAPATHY §103§112 Non-Final OA Pending Aug 22, 2024
18770916 GRAPHICS PROCESSING Arm Limited GRAY, RYAN M 2611 §103 Final Rejection 3d overdue Pending Jul 12, 2024
18672101 METHOD AND SYSTEM FOR VERIFYING AMENDMENTS TO A SET OF DATA Xml Ltd. ROSEN, ELIZABETH H 3693 §101§112 Final Rejection 58d overdue Pending May 23, 2024
18657914 SYSTEM AND METHOD OF PROGRESSION ASSESSMENT OF A NEUROLOGICAL DISEASE Owlytics Healthcare Ltd. SKROBARCZYK III, ROBERT ANTHONY 3792 §101§102§103 Non-Final OA 40d Pending May 08, 2024
18637568 GRAPHICS PROCESSING Arm Limited RENZE, GEORGE NICHOLAS 2613 §103§112 Final Rejection Pending Apr 17, 2024
18593936 FABRICATION OF BATTERY ELECTRODES Pacesetter, Inc. TADAYYON ESLAMI, TABASSOM 1718 §103 Non-Final OA Pending Mar 03, 2024
18591919 GRAPHICS TEXTURE PROCESSING Arm Limited BADER, ROBERT N. 2611 §103§112 Non-Final OA Pending Feb 29, 2024
18583763 IMPLANTABLE LEADLESS PACEMAKERS Pacesetter, Inc. BAYS, PAMELA M 3796 §103Other Non-Final OA 22d overdue Pending Feb 21, 2024
18581010 MULTI-HOP PARALLEL RELAY BASED NETWORKING SYSTEM AND METHOD THEREOF Indian Institute Of Technology Kharagpur JOHNSON, AMY COHEN 2400 §102§103§112 Non-Final OA 110d overdue Pending Feb 19, 2024
18429714 METHODS, SYSTEMS, AND DEVICES FOR IMPROVING COMMUNICATION BETWEEN EXTERNAL DEVICES AND IMPLANTABLE MEDICAL DEVICES Pacesetter, Inc. GEDEON, BRIAN T 3796 §102§103 Non-Final OA Pending Feb 01, 2024
18429272 LIPID BILAYER COATED MESOPOROUS SILICA NANOPARTICLES WITH A HIGH LOADING CAPACITY FOR ONE OR MORE ANTICANCER AGENTS The Regents of the University of California LIU, TRACY 1614 §112Other Non-Final OA 28d overdue Pending Jan 31, 2024
18576374 DEVICE AND SYSTEM FOR DETECTING SOUNDS FROM A SUBJECT'S BODY Cardiokol Ltd. AGAHI, PUYA 3791 §101§103§112 Non-Final OA 30d overdue Pending Jan 04, 2024
18576102 METHODS OF GENERATING MESENCHYAL STEM CELLS WHICH SECRETE NEUROTROPHIC FACTORS IN A BIOREACTOR SYSTEM BRAINSTORM CELL THERAPEUTICS LTD. ABUZEINEH, HANAN ISAM 1633 §102§103§112 Non-Final OA Pending Jan 03, 2024
18396854 SYSTEM AND METHOD FOR TRAINING AND USING AN IMPLICIT REPRESENTATION NETWORK FOR REPRESENTING THREE DIMENSIONAL OBJECTS De-Identification Ltd. NGUYEN, PHU K 2616 §103 Non-Final OA Pending Dec 27, 2023
18389611 SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO ADJUST CREDIT LIMITS PROVIDED TO RETAILERS UTILIZING A BUSINESS-TO-BUSINESS MARKETPLACE PLATFORM Faire Wholesale, Inc. SHAIKH, MOHAMMAD Z 3694 §101 Final Rejection Pending Dec 19, 2023
18542382 METHOD FOR TESTING AND SCREENING P38 MAP KINASE MODIFIERS The Trustees of the University of Pennsylvania EMCH, GREGORY S 1678 §112Other Non-Final OA 31d overdue Pending Dec 15, 2023
18567778 CHEWABLE COMPOSITIONS AND METHODS OF MAKING AND USING THEREOF Trima Israel Pharmaceutical Products Maabarot, Ltd. ATKINSON, JOSHUA ALEXANDER 1612 §101§102§103§112 Non-Final OA 5d overdue Pending Dec 07, 2023
18493787 ONCOLYTIC VIRUS COMBINED WITH CAR T CELLS FOR ANTI-TUMOR THERAPY Joint Bioscinces CORNELIUS, CLAIRE ADRIENNE 1672 §102§103§112 Non-Final OA 4d overdue Pending Oct 24, 2023
18383256 AGENTS AND METHODS FOR PREVENTING AND TREATING SKELETAL MUSCLE DISEASES The Regents of the University of California LEE, WILLIAM Y 1623 §102§103§112 Non-Final OA 48d Pending Oct 24, 2023
18489882 STIRRING-FREE SCALABLE ELECTROSYNTHESIS ENABLED BY ALTERNATING CURRENT Yeda Research And Development Co. Ltd. WILKINS III, HARRY D 1794 §103 Final Rejection 46d Pending Oct 19, 2023
18478666 GRAPHICS PROCESSING Arm Limited BADER, ROBERT N. 2611 §102§103 Final Rejection 28d Pending Sep 29, 2023
18552139 COMPOSITIONS COMPRISING TOPIRAMATE FOR TREATING DERMATOLOGICAL CONDITIONS Sabina Glozman BRANDSEN, BENJAMIN MICHAEL 1693 §103§112 Non-Final OA 19d overdue Pending Sep 22, 2023
18450641 APPARATUS AND METHOD FOR IDENTIFYING CRITICAL FEATURES USING MACHINE LEARNING Markforged, Inc. TRAN, VINCENT HUY 2115 §101§102§103 Non-Final OA Pending Aug 16, 2023
18224124 MEMBRANE ASSEMBLIES AND SEPARATION LAYERS FOR FUEL CELLS AND ELECTROLYZERS Hydrolite Ltd. GODO, OLATUNJI A 1752 §102§103§112 Non-Final OA Pending Jul 20, 2023
18273255 METHOD OF AND SYSTEM FOR PROVIDING AN AGGREGATED MACHINE LEARNING MODEL IN A FEDERATED LEARNING ENVIRONMENT AND DETERMINING RELATIVE CONTRIBUTION OF LOCAL DATASETS THERETO Concordia University Inc. LEY, SALLY THI 2147 §103 Non-Final OA Pending Jul 19, 2023
18349124 NEURAL NETWORK PROCESSING Arm Limited BROWN, CHRISTOPHER J 2439 §102§103 Non-Final OA 11d overdue Pending Jul 08, 2023
18329656 METHOD AND DEVICE FOR FRACTIONAL FAT TREATMENT Inmode Ltd. PEFFLEY, MICHAEL F 3794 §103 Final Rejection Pending Jun 06, 2023
18254851 PRECISE LABELING OF PROTEIN SCAFFOLDS WITH CARGO FOR USE IN BIOMEDICAL APPLICATIONS Alphathera LLC RONEY, CELESTE A 1612 §103 Non-Final OA Pending May 27, 2023
18253919 PMO-BASED UTROPHIN::LET-7C MIRNA SITE BLOCKING OLIGONUCLEOTIDES (SBOS) FOR TREATING DUCHENNE MUSCULAR DYSTROPHY (DMD) The Trustees of the University of Pennsylvania ALLEN, SARAH ELIZABETH 1637 §102§103§112Other Non-Final OA 26d Pending May 23, 2023
18038178 METHOD OF AND SYSTEM FOR ADAPTING MULTIPLE TRAINED MACHINE LEARNING MODELS ON UNLABELLED DATASET Imagia Cybernetics Inc. GALVIN-SIEBENALER, PAUL MICHAEL 2147 §101§103 Non-Final OA 4d overdue Pending May 22, 2023
18035751 MODIFIED HIGH MOLECULAR WEIGHT GLUTENIN SUBUNIT AND USES THEREOF Ukko Inc. MCWILLIAMS, KELSEY LYNN 1663 §103§112 Non-Final OA 30d overdue Pending May 08, 2023
18310033 REALTIME MONITORING OF INTERACTIONS Nice Ltd. DIVELBISS, MATTHEW H 3624 §101§103 Final Rejection 67d overdue Pending May 01, 2023
18138207 METHODS FOR PREDICTING PROSTATE CANCER AND USES THEREOF Mir Scientific, LLC VANNI, GEORGE STEVEN 1686 §101§112Other Non-Final OA 30d overdue Pending Apr 24, 2023
18136072 QUANTIFYING THE RESPONSE-SPECIFICITY OF MONONUCLEAR CELLS AND USES THEREOF The Regents of the University of California SCHULTZHAUS, JANNA NICOLE 1685 §101§103§112 Non-Final OA 63d Pending Apr 18, 2023
18128328 STABILIZED MICROCAPSULES, METHOD OF THEIR PREPARATION AND USES THEREOF Mayne Pharma LLC TCHERKASSKAYA, OLGA V 1615 §103§112DP Final Rejection Pending Mar 30, 2023
18186174 CLAMP ASSEMBLY WITH MULTIPLE-DEGREE-OF-FREEDOM HINGE Krausz Industries Ltd. BESLER, CHRISTOPHER JAMES 3726 §102 Non-Final OA 142d overdue Pending Mar 19, 2023
18103536 ALKALINE MEMBRANE FUEL CELL ASSEMBLY COMPRISING A THIN MEMBRANE AND METHOD OF MAKING SAME Hydrolite Ltd. GODO, OLATUNJI A 1752 §102§103 Non-Final OA Pending Jan 31, 2023
18100013 CROSSLINKED ELECTRODES FOR FUEL CELLS, ELECTROLYZERS AND REVERSIBLE DEVICES Hydrolite Ltd. GODO, OLATUNJI A 1752 §103§112 Non-Final OA Pending Jan 23, 2023
18013508 GSK3 INHIBITOR-LOADED NANO FORMULATIONS AS A CANCER IMMUNOTHERAPEUTIC The Regents of the University of California KAMM, JUDITH MARIE 1611 §103Other Final Rejection 41d Pending Dec 28, 2022
17928767 INHIBITION OF BMI1 ELIMINATES CANCER STEM CELLS AND ACTIVATES ANTITUMOR IMMUNITY The Regents of the University of California LU, CHENG 1642 §102§103§112 Non-Final OA 26d overdue Pending Nov 30, 2022
17778028 MESENCHYMAL STEM CELLS FOR USE AS VEHICLES FOR THERAPEUTIC AGENTS Fundacion Oncohematologia Infantil MOORE, JOHN DAVID 1638 §103 Final Rejection 54d Pending Nov 17, 2022
17920183 METHODS AND REGIMENS FOR THE TREATMENT OF HEMATOLOGICAL CANCER BIOSIGHT LTD. CREWS, JARET JAMES 1691 Other Final Rejection 7d Pending Oct 20, 2022
17916328 SYSTEM AND A METHOD FOR OBTAINING AN IMPROVED PLASMA EXTRACT Estar Technologies Ltd. SCHUBERG, LAURA J 1631 §103§112 Final Rejection 1d overdue Pending Sep 30, 2022
17915625 A LYOPHILIZED TEST KIT FOR DETERMINATION OF ANTIMICROBIAL BIOLOGICAL ACTIVITY OF PHAGE PREPARATIONS AGAINST THE BACTERIA STAPHYLOCOCCUS AUREUS Mb Pharma S.R.O. SIFFORD, JEFFREY MARK 1671 §101§112 Non-Final OA Pending Sep 29, 2022
17801959 TISSUE CULTURE MEDIA FOR SURVIVAL AND ENGRAFTMENT OF HUMAN PANCREATIC ISLETS The Trustees of the University of Pennsylvania TICHY, JENNIFER M.H. 1653 §103 Final Rejection 52d overdue Pending Aug 24, 2022
17885564 COMPUTER ASSISTED ANTIBODY RE-EPITOPING Biolojic Design Ltd. ZEMAN, MARY K 1631 §101§102§112Other Non-Final OA Pending Aug 11, 2022
17696935 SYSTEM AND METHOD FOR IMAGING THROUGH SCATTERING MEDIUM Zsquare Ltd. CHIO, TAT CHI 2486 §103 Final Rejection 12d Pending Mar 17, 2022
17642515 IMMUNOACTIVE MICROPARTICLES AND USES THEREOF The Regents of the University of California MIDDLETON, DANAYA L 1674 §102§112 Final Rejection 70d Pending Mar 11, 2022
17640920 GRAFT PATCH FOR THE TREATMENT OF MYOPIA AND OPHTHALMIC CONDITIONS Corneat Vision Ltd. TRUONG, QUANGLONG N 1615 §103§112 Non-Final OA Pending Mar 07, 2022
17669301 NEURAL NETWORK PROCESSING Arm Limited PHAKOUSONH, DARAVANH 2121 §103 Non-Final OA 30d Pending Feb 10, 2022
17628112 MEDICINAL AND/OR PHARMACEUTICAL COMPOSITIONS FOR INTRAVESICAL INSTILLATION, PREPARATION AND USE THEREOF Peter Birinyi SABILA, MERCY HELLEN 1654 §103§112 Final Rejection 14d Pending Jan 18, 2022
17646844 METHOD AND APPARATUS FOR THE SELECTIVE GUIDANCE OF VEHICLES TO A WIRELESS CHARGER Inductev Inc. HERNANDEZ, MANUEL J 2859 §103§112 Non-Final OA 49d overdue Pending Jan 03, 2022
17565869 SYSTEM AND METHOD FOR FINDING DATA ENRICHMENTS FOR DATASETS Explorium Ltd. COLEMAN, PAUL 2126 §101§103§112 Final Rejection 7d Pending Dec 30, 2021
17622251 METHOD FOR LOADING A MULTIPLEXED ARRAY OF NANOLITER DROPLET ARRAY DEVICES Nanosynex Ltd. KASS, BENJAMIN JOSEPH 1798 §103§112 Non-Final OA 16d Pending Dec 23, 2021
17614563 ARTIFICIAL RECEPTORS, RECOMBINANT CELLS COMPRISING THEREOF, METHODS FOR THEIR PREPARATION, AND METHOD OF USING THEREOF Yeda Research And Development Co. Ltd. IVICH, FERNANDO NMN 1678 §103§112Other Final Rejection 168d overdue Pending Nov 29, 2021
17607908 RESTORATION OF THE CFTR FUNCTION BY SPLICING MODULATION Splisense Ltd. ARIETI, RUTH SOPHIA 1635 §102§103§112Other Non-Final OA 134d overdue Pending Nov 01, 2021
17504500 GLP-1R AGONIST REDUCES RETINAL INFLAMMATION AND NEURON DEATH SECONDARY TO OCULAR HYPERTENSION The Trustees of the University of Pennsylvania BRADLEY, CHRISTINA 1654 §102§103 Final Rejection 4d overdue Pending Oct 18, 2021
17327980 RF DEVICE FOR SKIN AND FAT TREATMENT Inmode Ltd. STUMPFOLL, DANA LYNN 3794 §103 Final Rejection 45d overdue Pending May 24, 2021

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