Prosecution Insights
Last updated: August 06, 2026

Byrne Poh LLP

30 pending office actions • 8 clients • 29 examiners • 21 art units • 0 of 30 (0%) have an AI response strategy ready

Quality Metrics (n=1422 apps, methodology: how we score firms)

91.7%
Allowance Rate
n=1422
+0.77σ
Allowance Rate (norm)
n=1422
3.5
OAs to Allowance
n=769
-0.07σ
OAs to Allow (norm)
n=769
1110 days
Time to Allowance
n=769
+6.6pp
Interview Lift
n=1422
34.9%
RCE Rate
n=1422
0.3%
Appeal Rate
n=1422

Rejection Performance (% of received rejections ultimately overcome)

85.4%
§101 Overcome
n=254
83.1%
§102 Overcome
n=237
84.9%
§103 Overcome
n=523
86.8%
§112 Overcome
n=304

Specialization & Scale

G06F, G06Q, H04L
Top CPC Subclasses
33%
Top-3 CPC Share
n=1422
4
Practitioners
n=1422
355.5
Apps / Practitioner
n=1422

Portfolio Summary

30
Total Pending OAs
20
Non-Final OAs
10
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 16 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

6
Overdue
0
Due this week
4
Due this month
3
Due in next 60 days
3
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. 16 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (6)Due ≤ 30 days (4)Due ≤ 60 days (3)Due later (3)

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.

13
Hard (43%)
13
Medium (43%)
2
Easy (7%)
2
Unknown (7%)

Rejection Statute Mix

BucketCases
§101 only5 (17%)
§101 + other3 (10%)
§103 only8 (27%)
§102 only1 (3%)
§112 only1 (3%)
Double-patenting only1 (3%)
Double-patenting + other4 (13%)
Multi-statute (no §101)5 (17%)
No statute on record2 (7%)

Industry Mix

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

11
Life Sciences
37% of docket
2
Information Tech
7% of docket
1
Communications
3% of docket
1
Semiconductors
3% of docket
11
Mechanical / Eng
37% of docket
4
Business / Other
13% 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.

300 h
Manual time on pending OAs
60 h
Time saved (low, 20%)
105 h
Time saved (mid, 35%)
2.6 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
MATTISON, LORI K 2 14.7% +26.9%
CORRIELUS, JEAN B 1 89.6% +15.4%
DINH, BACH T 1 55.2% +31.6%
MIAH, RAZU A 1 84.6% +26.0%
MATIN, TASNIMA 1 89.9% +8.5%
VANDERHORST, MARIA VICTORIA 1 48.5% +37.2%
WONG, YUEN H 1 82.2% +33.3%
ALVAREZ, RAQUEL 1 49.8% +7.1%
ROSENTHAL, ANDREW S 1 51.4% +40.4%
BALDRIGHI, ERIC C 1 41.7% +41.1%

Quick Wins (2)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
19228510 SYSTEMS, METHODS, AND MEDIA FOR IMPLEMENTING NETWORK CONGESTION CONTROL MIAH, RAZU A
19188523 AUTOMATIC VENT FOR SSD COOLING ENHANCEMENT MATIN, TASNIMA

Hard Cases (15)

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
12859763 SYSTEMS, METHODS, AND MEDIA FOR RATING WEBSITES FOR SAFE ADVERTISING GARTLAND, SCOTT D 50d overdue
18531419 METHODS, SYSTEMS, AND MEDIA FOR DETERMINING CURVED ADVERTISEMENT VIEWABILITY IN VIRTUAL ENVIRONMENTS MACASIANO, MARILYN G 42d overdue
18416673 THIN-FILM-BASED OPTICAL STRUCTURES FOR THERMAL EMITTER APPLICATIONS KANG, TAE-SIK 24d overdue
18673878 SYSTEMS, METHODS, AND MEDIA FOR DETECTING ADVERTISEMENTS WITH ADVERTISING CUES ZELASKIEWICZ, CHRYSTINA E 1d overdue
19038229 METHODS, SYSTEMS, AND MEDIA FOR ESTIMATING THE CAUSAL EFFECT OF DIFFERENT CONTENT EXPOSURE LEVELS VANDERHORST, MARIA VICTORIA 13d
17052915 CLEANSING COMPOSITION MATTISON, LORI K 20d
18291397 HAIRCARE MONITORING AND FEEDBACK XIAO, DI 33d
18635540 METHODS, SYSTEMS, AND MEDIA FOR GENERATING PREDICTED INFORMATION RELATED TO ADVERTISEMENT VIEWABILITY REFAI, SAM M 46d

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
19038229 METHODS, SYSTEMS, AND MEDIA FOR ESTIMATING THE CAUSAL EFFECT OF DIFFERENT CONTENT EXPOSURE LEVELS VANDERHORST, MARIA VICTORIA 13d
17052915 CLEANSING COMPOSITION MATTISON, LORI K 20d
19084347 Untitled CORRIELUS, JEAN B
19141255 SOLAR CELLS ABSORPTIVE TO SOME PHOTON ENERGIES AND TRANSPARENT TO OTHERS DINH, BACH T
19228510 SYSTEMS, METHODS, AND MEDIA FOR IMPLEMENTING NETWORK CONGESTION CONTROL MIAH, RAZU A
18976062 ROBOTIC CROP TRANSPORT WONG, YUEN H
18865623 ANTIPERSPIRANT COMPOSITION ROSENTHAL, ANDREW S
18937144 VACUUM INSULATED STORAGE CONTAINERS HAVING A PEANUT-SHAPED CROSS-SECTION BALDRIGHI, ERIC C

Client Portfolio (8 clients)

Top Art Units

Art UnitApps
16123
36212
36222
16192
17261
36671
37331
36481
16171
36991

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19084347 Untitled The Trustees of Columbia University in the City of New York CORRIELUS, JEAN B §101§103Other Non-Final OA Pending
19141255 SOLAR CELLS ABSORPTIVE TO SOME PHOTON ENERGIES AND TRANSPARENT TO OTHERS The Regents of the University of California DINH, BACH T 1726 §102§103 Non-Final OA Pending Jun 19, 2025
19228510 SYSTEMS, METHODS, AND MEDIA FOR IMPLEMENTING NETWORK CONGESTION CONTROL The Trustees of Columbia University in the City of New York MIAH, RAZU A §103 Non-Final OA Pending Jun 04, 2025
19188523 AUTOMATIC VENT FOR SSD COOLING ENHANCEMENT SK Hynix Nand Product Solutions Corporation MATIN, TASNIMA §102Other Non-Final OA Pending Apr 24, 2025
19038229 METHODS, SYSTEMS, AND MEDIA FOR ESTIMATING THE CAUSAL EFFECT OF DIFFERENT CONTENT EXPOSURE LEVELS Integral Ad Science, Inc. VANDERHORST, MARIA VICTORIA 3621 §101Other Non-Final OA 13d Pending Jan 27, 2025
18976062 ROBOTIC CROP TRANSPORT The Regents of the University of California WONG, YUEN H 3667 Non-Final OA Pending Dec 10, 2024
18958752 METHODS, SYSTEMS, AND MEDIA FOR DETERMINING THE IMPACT OF CONTENT CAMPAIGNS USING SURVEYS Integral Ad Science, Inc. ALVAREZ, RAQUEL 3622 Other Non-Final OA 57d Pending Nov 25, 2024
18865623 ANTIPERSPIRANT COMPOSITION CONOPCO, INC. ROSENTHAL, ANDREW S §103 Non-Final OA Pending Nov 13, 2024
18937144 VACUUM INSULATED STORAGE CONTAINERS HAVING A PEANUT-SHAPED CROSS-SECTION Lunchwell Corporation BALDRIGHI, ERIC C 3733 §103§112 Non-Final OA Pending Nov 05, 2024
18722811 ULTRA-HIGH RESOLUTION DISPLACEMENT-SENSING DOPPLER RADAR The Regents of the University of California SIDDIQUEE, ISMAAEEL ABDULLAH 3648 §103§112 Non-Final OA Pending Jun 21, 2024
18716833 HAIR CONDITIONING COMPOSITION FOR IMPROVED DEPOSITION CONOPCO, INC. COHEN, MICHAEL P 1612 §103DPOther Non-Final OA 75d Pending Jun 05, 2024
18716012 HAIR CONDITIONING COMPOSITION FOR IMPROVED DEPOSITION CONOPCO, INC. BOATENG, AFUA BAMFOAA 1617 DP Non-Final OA Pending Jun 03, 2024
18673878 SYSTEMS, METHODS, AND MEDIA FOR DETECTING ADVERTISEMENTS WITH ADVERTISING CUES Integral Ad Science, Inc. ZELASKIEWICZ, CHRYSTINA E 3699 §103§112 Final Rejection 1d overdue Pending May 24, 2024
18635540 METHODS, SYSTEMS, AND MEDIA FOR GENERATING PREDICTED INFORMATION RELATED TO ADVERTISEMENT VIEWABILITY Integral Ad Science, Inc. REFAI, SAM M 3621 §101 Non-Final OA 46d Pending Apr 15, 2024
18693436 CONDITIONING SHAMPOO COMPOSITION CONOPCO, INC. PETRITSCH, AMANDA MICHELLE 1612 §102§103DP Non-Final OA 84d Pending Mar 19, 2024
18606146 METHODS, SYSTEMS, AND MEDIA FOR SCREENING USERS OF A VIRTUAL ENVIRONMENT Integral Ad Science, Inc. ANDREI, RADU 3600 §101 Final Rejection Pending Mar 15, 2024
18292501 HAIRCARE MONITORING AND FEEDBACK CONOPCO, INC. CHU, RANDOLPH I 2667 §101Other Final Rejection Pending Jan 26, 2024
18291397 HAIRCARE MONITORING AND FEEDBACK CONOPCO, INC. XIAO, DI 2178 §101§103 Non-Final OA 33d Pending Jan 23, 2024
18416673 THIN-FILM-BASED OPTICAL STRUCTURES FOR THERMAL EMITTER APPLICATIONS The Regents of the University of California KANG, TAE-SIK 1728 §103§112 Non-Final OA 24d overdue Pending Jan 18, 2024
18575681 TRANSPARENT COSMETIC AND PERSONAL CARE COMPOSITIONS CONOPCO, INC. CHANG, KYUNG SOOK 1613 §112DP Final Rejection Pending Dec 29, 2023
18540464 SYSTEMS, METHODS, AND MEDIA FOR RECOVERING NON-VOLATILE MEMORY DEVICES FROM POWER LOSS SK Hynix Nand Product Solutions Corporation COON, BRADLEY SCOTT 2827 §103 Final Rejection 61d Pending Dec 14, 2023
18531419 METHODS, SYSTEMS, AND MEDIA FOR DETERMINING CURVED ADVERTISEMENT VIEWABILITY IN VIRTUAL ENVIRONMENTS Integral Ad Science, Inc. MACASIANO, MARILYN G 3622 §101§102 Final Rejection 42d overdue Pending Dec 06, 2023
18554079 HAIR TREATMENT COMPOSITION CONOPCO, INC. MATTISON, LORI K 1619 §103 Final Rejection Pending Oct 05, 2023
18118044 CONDUCTING SUTURES AND METHODS FOR FORMING AND USING SAME The Trustees of Columbia University in the City of New York JAFFRI, ZEHRA 3771 §103 Final Rejection 22d Pending Mar 06, 2023
18002636 HAIR CARE COMPOSITION CONOPCO, INC. WARD, PAUL V 1622 §103 Non-Final OA 24d overdue Pending Dec 20, 2022
17787649 HAIR TREATMENT COMPOSITIONS AND METHODS CONOPCO, INC. VIGIL, TORIANA NICHOLE 1612 §103 Final Rejection 24d overdue Pending Jun 21, 2022
17838966 TRIARYLAMINE DERIVATIVE AND ORGANIC ELECTROLUMINESCENT DEVICE THEREOF Changchun Hyperions Technology Co.,Ltd. KERSHNER, DYLAN CLAY 1786 §103 Non-Final OA 22d Pending Jun 13, 2022
17052915 CLEANSING COMPOSITION CONOPCO, INC. MATTISON, LORI K 1619 §103DP Non-Final OA 20d Pending Nov 04, 2020
16692090 INTER ZONE WRITE FOR ZONED NAMESPACES SK Hynix Nand Product Solutions Corp. ALSIP, MICHAEL 2139 §112 Non-Final OA Pending Nov 22, 2019
12859763 SYSTEMS, METHODS, AND MEDIA FOR RATING WEBSITES FOR SAFE ADVERTISING Adsafe Media, Ltd. GARTLAND, SCOTT D 3685 §101 Final Rejection 50d overdue Pending Aug 19, 2010

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