Prosecution Insights
Last updated: August 06, 2026

Yee & Associates, P.C.

11 pending office actions • 1 client • 11 examiners • 8 art units • 0 of 11 (0%) have an AI response strategy ready

Quality Metrics (n=362 apps, methodology: how we score firms)

42.8%
Allowance Rate
n=362
-0.10σ
Allowance Rate (norm)
n=362
6.4
OAs to Allowance
n=101
+0.54σ
OAs to Allow (norm)
n=101
1607 days
Time to Allowance
n=101
-1.3pp
Interview Lift
n=362
52.1%
RCE Rate
n=362
13.6%
Appeal Rate
n=362

Rejection Performance (% of received rejections ultimately overcome)

37.6%
§101 Overcome
n=178
41.3%
§102 Overcome
n=109
33.0%
§103 Overcome
n=258
40.9%
§112 Overcome
n=115

Specialization & Scale

G06F, G06Q, H04L
Top CPC Subclasses
65%
Top-3 CPC Share
n=362
1
Practitioners
n=362
362.0
Apps / Practitioner
n=362

Portfolio Summary

11
Total Pending OAs
5
Non-Final OAs
5
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 1 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

0
Overdue
0
Due this week
1
Due this month
0
Due in next 60 days
0
Due later

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.

4
Hard (36%)
7
Medium (64%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (18%)
§101 + other2 (18%)
§103 only6 (55%)
§102 only1 (9%)

Industry Mix

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

0
Life Sciences
0% of docket
4
Information Tech
36% of docket
2
Communications
18% of docket
1
Semiconductors
9% of docket
1
Mechanical / Eng
9% of docket
3
Business / Other
27% 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.

110 h
Manual time on pending OAs
22 h
Time saved (low, 20%)
38 h
Time saved (mid, 35%)
1.0 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NEURAUTER JR, GEORGE C 1 76.1% +10.8%
CHEN, SHIN HON 1 86.5% +13.4%
SMITH, SEAN THOMAS 1 72.7% +37.5%
KOETH, MICHELLE M 1 77.3% +16.4%
JOHNSON, TODD JEFFREY 1
ACHILLE, ASHMEED CARCIA 1
ALAM, SHIHAB 1
KOESTER, MICHAEL RICHARD 1 40.1% +24.6%
HEADLY, MELISSA A 1 75.1% +40.1%
KIM, TAELOR 1 62.1% +40.8%

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
19007682 MANAGING AUTHENTICATION INFORMATION IN TEXTUAL DATA FROM USER INPUT CHEN, SHIN HON

Hard Cases (4)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
19000810 TRANSFORMING SEMANTICALLY EQUIVALENT DATA USING LARGE LANGUAGE MODELS SMITH, SEAN THOMAS
18598094 Multi-Cluster Carbon Aware Balancing ALAM, SHIHAB
18183248 Multivariate Skill Demand Forecasting System KOESTER, MICHAEL RICHARD
17148412 Information Matching Using Subgraphs KIM, TAELOR

Interview Candidates (7)

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 7 ordered by deadline are shown.

App #TitleExaminerDue in
19009249 SCHEDULING EVENTS IN A VIRTUAL ENVIRONMENT NEURAUTER JR, GEORGE C
19007682 MANAGING AUTHENTICATION INFORMATION IN TEXTUAL DATA FROM USER INPUT CHEN, SHIN HON
19000810 TRANSFORMING SEMANTICALLY EQUIVALENT DATA USING LARGE LANGUAGE MODELS SMITH, SEAN THOMAS
18828278 Object Abstraction in Smart Vehicles to Balance Vehicle Functionality with Confidentiality Preservation KOETH, MICHELLE M
18183248 Multivariate Skill Demand Forecasting System KOESTER, MICHAEL RICHARD
18177831 Storage Assignment Using Application Storage Requirements HEADLY, MELISSA A
17148412 Information Matching Using Subgraphs KIM, TAELOR

Client Portfolio (1 client)

Client (Assignee)Pending OAs
IBM 11

Top Art Units

Art UnitApps
24591
24311
26591
26711
36241
21971
28591
21281

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19009249 SCHEDULING EVENTS IN A VIRTUAL ENVIRONMENT International Business Machines Corporation NEURAUTER JR, GEORGE C 2459 §102 Final Rejection Pending Jan 03, 2025
19007682 MANAGING AUTHENTICATION INFORMATION IN TEXTUAL DATA FROM USER INPUT International Business Machines Corporation CHEN, SHIN HON 2431 §103 Non-Final OA Pending Jan 02, 2025
19000810 TRANSFORMING SEMANTICALLY EQUIVALENT DATA USING LARGE LANGUAGE MODELS International Business Machines Corporation SMITH, SEAN THOMAS 2659 §101§103 Non-Final OA Pending Dec 24, 2024
18828278 Object Abstraction in Smart Vehicles to Balance Vehicle Functionality with Confidentiality Preservation International Business Machines Corporation KOETH, MICHELLE M 2671 §103 Non-Final OA Pending Sep 09, 2024
18615123 Hypervisor-Directed Central Processing Unit Utilization International Business Machines Corporation JOHNSON, TODD JEFFREY §103 Non-Final OA Pending Mar 25, 2024
18612047 Managing Virtual Data Volumes Across a Container-Based Environment International Business Machines Corporation ACHILLE, ASHMEED CARCIA §103 Non-Final OA Pending Mar 21, 2024
18598094 Multi-Cluster Carbon Aware Balancing International Business Machines Corporation ALAM, SHIHAB §101§103§112 Non-Final OA Pending Mar 07, 2024
18183248 Multivariate Skill Demand Forecasting System International Business Machines Corporation KOESTER, MICHAEL RICHARD 3624 §101 Final Rejection Pending Mar 14, 2023
18177831 Storage Assignment Using Application Storage Requirements International Business Machines Corporation HEADLY, MELISSA A 2197 §103 Final Rejection Pending Mar 03, 2023
17148412 Information Matching Using Subgraphs International Business Machines Corporation KIM, TAELOR 2859 §101 Final Rejection Pending Jan 13, 2021
17037816 ENTITY INFORMATION ENRICHMENT FOR COMPANY DETERMINATIONS International Business Machines Corporation TRIEU, EM N 2128 §103 Final Rejection 16d Pending Sep 30, 2020

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