Prosecution Insights
Last updated: October 04, 2026

Kwan & Olynick LLP

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

22 pending office actions • 13 clients • 20 examiners • 12 art units • 0 of 22 (0%) have an AI response strategy ready

Analysis

Kwan & Olynick LLP specializes in the Computing & Software technology area, having managed 1243 career applications. The firm maintains a resolved allowance rate of 87.95 percent, which demonstrates the proportion of its applications that reach a grant. This record of 1243 career applications serves as the basis for the firm's experience in the software sector.

Prosecution at the firm is characterized by an average of 4.08 office actions per allowance. This figure shows the typical number of interactions between the firm and examiners before a patent is allowed. Currently, the firm has 13 pending office actions, indicating its active workload within the Computing & Software area. These 13 pending office actions are fewer than the 1243 career applications on record.

The 1243 career applications and 87.95 percent allowance rate establish the firm's historical performance. The 4.08 office actions per allowance provide a benchmark for the expected duration of the prosecution process. The 13 pending office actions represent the firm's immediate focus as it continues to manage its clients' patent portfolios.

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

Quality Metrics (n=1243 apps, methodology: how we score firms)

88.0%
Allowance Rate
n=1243
+0.64σ
Allowance Rate (norm)
n=1243
4.1
OAs to Allowance
n=781
+0.05σ
OAs to Allow (norm)
n=781
957 days
Time to Allowance
n=781
+13.6pp
Interview Lift
n=1243
32.9%
RCE Rate
n=1243
0.4%
Appeal Rate
n=1243

Rejection Performance (% of received rejections ultimately overcome)

80.4%
§101 Overcome
n=286
82.0%
§102 Overcome
n=306
84.3%
§103 Overcome
n=618
83.8%
§112 Overcome
n=376

Specialization & Scale

G06F, G06Q, H04L
Top CPC Subclasses
33%
Top-3 CPC Share
n=1243
4
Practitioners
n=1243
310.8
Apps / Practitioner
n=1243

Portfolio Summary

22
Total Pending OAs
12
Non-Final OAs
7
Final Rejections
3
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 7 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

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

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

11
Hard (50%)
10
Medium (45%)
1
Easy (5%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (5%)
§101 + other5 (23%)
§103 only8 (36%)
§102 only1 (5%)
Double-patenting only1 (5%)
Double-patenting + other1 (5%)
Multi-statute (no §101)5 (23%)

Industry Mix

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

2
Life Sciences
9% of docket
4
Information Tech
18% of docket
1
Communications
5% of docket
1
Semiconductors
5% of docket
5
Mechanical / Eng
23% of docket
9
Business / Other
41% 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.

220 h
Manual time on pending OAs
44 h
Time saved (low, 20%)
77 h
Time saved (mid, 35%)
1.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
ANDERSON, MICHAEL D 2 80.1% +15.1%
PATTERSON, MICHAEL CHRISTOPHER 2 48.6% +39.3%
FOROUHARNEJAD, FAEZEH 1 66.4% +25.7%
DEERY, ERIN LEAH 1 58.3% +49.1%
BAKER, LORI LYNN 1 78.5% +6.6%
JACKSON, JAKIEDA R 1 74.2% +15.6%
BEKERMAN, MICHAEL 1 32.5% +31.1%
CELANI, NICHOLAS P 1 45.8% +42.3%
MINOR, AYANNA YVETTE 1 18.8% +23.0%
NGUYEN, NYCA T 1 67.5% +24.6%

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
19043234 SYSTEM FOR DIMENSIONAL INFORMATION SECURITY RISK ANALYSIS ANDERSON, MICHAEL D —
19043222 DYNAMIC EVALUATION OF INFORMATION SECURITY RISK FOR VENDOR AND SUBVENDOR COMPUTING SYSTEMS ANDERSON, MICHAEL D —

Hard Cases (12)

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
19076598 INTELLIGENT COACH-MEMBER DETERMINATION SYSTEM BEKERMAN, MICHAEL 30d overdue
18748078 METHOD AND APPARATUS FOR VECTOR RETRIEVAL, ELECTRONIC DEVICE, AND STORAGE MEDIUM BLACK, LINH 5d overdue
18983968 METHOD AND APPARATUS FOR TARGET BUSINESS MODEL GENERATION AND DATA PROCESSING BASED ON LARGE MODEL MINOR, AYANNA YVETTE 9d
18522122 SYSTEMS, METHODS, AND DEVICES FOR DEVICE IDENTIFICATION AND ACTIVITY ESTIMATION IN A COMPUTING PLATFORM LE, JOHN H 14d
17662177 HALOTHERAPY MODULE ASSOCIATED WITH SAUNAS PATTERSON, MICHAEL CHRISTOPHER 40d
18247038 DETECTION SYSTEM FOR DETECTING BIOLOGICAL FLUID SAMPLE WHATLEY, BENJAMIN R 49d
19090208 SEGMENTING TRANSCRIPTS INTO NATURALISTIC CONVERSATIONAL TURNS JACKSON, JAKIEDA R —
19067595 ENTERPRISE DATA PRIVACY FOR INFORMATION TECHNOLOGY GENERATIVE OPERATIONS CELANI, NICHOLAS P —

Interview Candidates (11)

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
19076598 INTELLIGENT COACH-MEMBER DETERMINATION SYSTEM BEKERMAN, MICHAEL 30d overdue
18983968 METHOD AND APPARATUS FOR TARGET BUSINESS MODEL GENERATION AND DATA PROCESSING BASED ON LARGE MODEL MINOR, AYANNA YVETTE 9d
17662177 HALOTHERAPY MODULE ASSOCIATED WITH SAUNAS PATTERSON, MICHAEL CHRISTOPHER 40d
19314730 IT GENERATIVE OPERATIONS QUERY ANALYSIS AND DECONSTRUCTION FOROUHARNEJAD, FAEZEH —
19172252 NARROWBAND ULTRAVIOLET SAUNA DEERY, ERIN LEAH —
19090208 SEGMENTING TRANSCRIPTS INTO NATURALISTIC CONVERSATIONAL TURNS JACKSON, JAKIEDA R —
19067595 ENTERPRISE DATA PRIVACY FOR INFORMATION TECHNOLOGY GENERATIVE OPERATIONS CELANI, NICHOLAS P —
19043234 SYSTEM FOR DIMENSIONAL INFORMATION SECURITY RISK ANALYSIS ANDERSON, MICHAEL D —

Client Portfolio (13 clients)

Top Art Units

Art UnitApps
37542
21661
36211
36241
21631
26541
17721
28571
17981
24371

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19314730 IT GENERATIVE OPERATIONS QUERY ANALYSIS AND DECONSTRUCTION Neubird Inc. FOROUHARNEJAD, FAEZEH 2166 §103Other Non-Final OA — Pending Aug 29, 2025
19172252 NARROWBAND ULTRAVIOLET SAUNA Sauna Works Inc. (Aka Far Infrared Sauna Technology Co.) DEERY, ERIN LEAH §112DP Non-Final OA — Pending Apr 07, 2025
19090368 MODULAR BIDET ATTACHMENT Asset Inc. BAKER, LORI LYNN DP Non-Final OA — Pending Mar 25, 2025
19090208 SEGMENTING TRANSCRIPTS INTO NATURALISTIC CONVERSATIONAL TURNS Betterup, Inc. JACKSON, JAKIEDA R §101§103 Non-Final OA — Pending Mar 25, 2025
19076598 INTELLIGENT COACH-MEMBER DETERMINATION SYSTEM Betterup, Inc. BEKERMAN, MICHAEL 3621 §101§103 Final Rejection 30d overdue Pending Mar 11, 2025
19067595 ENTERPRISE DATA PRIVACY FOR INFORMATION TECHNOLOGY GENERATIVE OPERATIONS Neubird Inc. CELANI, NICHOLAS P §103§112 Final Rejection — Pending Feb 28, 2025
19043234 SYSTEM FOR DIMENSIONAL INFORMATION SECURITY RISK ANALYSIS Valente Sherman, Inc. ANDERSON, MICHAEL D §103 Non-Final OA — Pending Jan 31, 2025
19043222 DYNAMIC EVALUATION OF INFORMATION SECURITY RISK FOR VENDOR AND SUBVENDOR COMPUTING SYSTEMS Valente Sherman, Inc. ANDERSON, MICHAEL D §103 Non-Final OA — Pending Jan 31, 2025
18983968 METHOD AND APPARATUS FOR TARGET BUSINESS MODEL GENERATION AND DATA PROCESSING BASED ON LARGE MODEL BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD. MINOR, AYANNA YVETTE 3624 §102 Final Rejection 9d Pending Dec 17, 2024
18969113 REFLEXIVE TRAINING APPARATUS Rollbott LLC NGUYEN, NYCA T §102§103§112Other Non-Final OA — Pending Dec 04, 2024
18803034 CODE RECOMMENDATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD. WHEATON, BRADFORD F §101§103§112 Non-Final OA — Pending Aug 13, 2024
18748078 METHOD AND APPARATUS FOR VECTOR RETRIEVAL, ELECTRONIC DEVICE, AND STORAGE MEDIUM BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD. BLACK, LINH 2163 §101§103 Non-Final OA 5d overdue Pending Jun 19, 2024
18745529 METHOD AND APPARATUS FOR TRAINING QUESTION SOLVING MODEL, QUESTION SOLVING METHOD AND APPARATUS BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD. ACOSTA, RILEY SULLIVAN §102§103 Non-Final OA — Pending Jun 17, 2024
18745550 GENERATIVE DIALOG MODEL TRAINING METHOD AND APPARATUS AS WELL AS GENERATIVE DIALOG IMPLEMENTING METHOD AND APPARATUS BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD. MEIS, JON CHRISTOPHER 2654 §103 Final Rejection — Pending Jun 17, 2024
18601895 METHODS AND APPARATUS FOR SUPERTORREFACTION OF BIOMASS Astron Solutions Corporation ROBINSON, RENEE E 1772 §103 Non-Final OA — Pending Mar 11, 2024
18522122 SYSTEMS, METHODS, AND DEVICES FOR DEVICE IDENTIFICATION AND ACTIVITY ESTIMATION IN A COMPUTING PLATFORM Reverseads Pte. Ltd. LE, JOHN H 2857 §101Other Non-Final OA 14d Pending Nov 28, 2023
18247038 DETECTION SYSTEM FOR DETECTING BIOLOGICAL FLUID SAMPLE Bioaces (Shanghai) Life Science Co., Ltd. WHATLEY, BENJAMIN R 1798 §103§112 Non-Final OA 49d Pending Mar 29, 2023
18158355 SYSTEMS, METHODS, AND DEVICES FOR IMPLEMENTING SECURITY PLATFORMS Grayheller, LLC (Dba) Appsian DHAKAD, RUPALI 2437 §101§103 Non-Final OA — Pending Jan 23, 2023
18155685 HALOTHERAPY MODULE ASSOCIATED WITH SAUNAS Sauna Works Inc. (Aka Far Infrared Sauna Technology Co. ) PATTERSON, MICHAEL CHRISTOPHER 3754 §103 Final Rejection — Pending Jan 17, 2023
17662177 HALOTHERAPY MODULE ASSOCIATED WITH SAUNAS Sauna Works Inc. (Aka Far Infrared Sauna Technology Co.) PATTERSON, MICHAEL CHRISTOPHER 3754 §103§112 Final Rejection 40d Pending May 05, 2022
16972234 CONNECTING DEVICE AND FORMWORK ASSEMBLY FOR CONNECTING ASSEMBLIES OF PANELS Hagane Pty Ltd. GLESSNER, BRIAN E 3633 §103 Final Rejection 49d Pending Dec 04, 2020
16414732 ENHANCED MECHANISMS FOR PREDICTIVE ESTIMATION IN AN ENTERPRISE ENVIRONMENT Planisware SAS SAMARA, HUSAM TURKI 2161 §103 Non-Final OA — Pending May 16, 2019

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