Prosecution Insights
Last updated: August 06, 2026

Law Office Of David H. Judson

9 pending office actions • 7 clients • 8 examiners • 5 art units • 0 of 9 (0%) have an AI response strategy ready • 14 patents granted in the last 365 days

Quality Metrics (n=783 apps, methodology: how we score firms)

88.4%
Allowance Rate
n=783
+0.46σ
Allowance Rate (norm)
n=783
3.4
OAs to Allowance
n=473
-0.11σ
OAs to Allow (norm)
n=473
983 days
Time to Allowance
n=473
+10.4pp
Interview Lift
n=783
33.8%
RCE Rate
n=783
1.6%
Appeal Rate
n=783

Rejection Performance (% of received rejections ultimately overcome)

77.3%
§101 Overcome
n=119
84.5%
§102 Overcome
n=148
80.4%
§103 Overcome
n=275
85.5%
§112 Overcome
n=124

Specialization & Scale

G06F, H04L, G06Q
Top CPC Subclasses
48%
Top-3 CPC Share
n=783
1
Practitioners
n=783
783.0
Apps / Practitioner
n=783

Portfolio Summary

9
Total Pending OAs
6
Non-Final OAs
3
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 3 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

2
Overdue
0
Due this week
1
Due this month
0
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. 3 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (2)Due ≤ 30 days (1)

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.

5
Hard (56%)
3
Medium (33%)
0
Easy (0%)
1
Unknown (11%)

Rejection Statute Mix

BucketCases
§101 only1 (11%)
§101 + other3 (33%)
§103 only3 (33%)
Multi-statute (no §101)1 (11%)
No statute on record1 (11%)

Industry Mix

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

2
Life Sciences
22% of docket
1
Information Tech
11% of docket
1
Communications
11% of docket
0
Semiconductors
0% of docket
2
Mechanical / Eng
22% of docket
3
Business / Other
33% 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.

90 h
Manual time on pending OAs
18 h
Time saved (low, 20%)
31 h
Time saved (mid, 35%)
0.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
SAUNDERS, ANNA JOSEPHINE 2 78.3% +13.2%
BOSTWICK, SIDNEY VINCENT 1 52.1% +37.6%
EL-BATHY, MOHAMED N 1 28.9% +31.5%
ABU ROUMI, MAHRAN Y 1 72.6% +33.7%
VARNDELL, ROSS E 1 84.7% +13.2%
KRIANGCHAIVECH, KETTIP 1 19.2% +29.4%
SINGH, ESVINDER 1 76.8% +24.0%
NEGIN, RUSSELL SCOTT 1 55.9% +34.0%

Hard Cases (5)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.

App #TitleExaminerDue in
18982567 Automated product design using generative AI and attitudinal data assets EL-BATHY, MOHAMED N 28d
18779255 Deep machine learning-assisted detection of objects of interest for live cells-based assays VARNDELL, ROSS E
18659837 Level system with multiple level extrusions and an interchangeable level module SAUNDERS, ANNA JOSEPHINE
18443534 Protein engineering workflow using a generative model of protein families KRIANGCHAIVECH, KETTIP
18084757 Protein database search using learned representations NEGIN, RUSSELL SCOTT

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
18414140 Monitoring and maintaining an intravenous assembly without medical staff involvement for safe distancing enforcement SINGH, ESVINDER 8d overdue
19075941 Artificial Intelligence Deliberative Assembly (AIDA) BOSTWICK, SIDNEY VINCENT 1d overdue
18982567 Automated product design using generative AI and attitudinal data assets EL-BATHY, MOHAMED N 28d
18915475 Versioned file system with global lock ABU ROUMI, MAHRAN Y
18779255 Deep machine learning-assisted detection of objects of interest for live cells-based assays VARNDELL, ROSS E
18659837 Level system with multiple level extrusions and an interchangeable level module SAUNDERS, ANNA JOSEPHINE
18659908 Level system with illumination elements for visual movement cues SAUNDERS, ANNA JOSEPHINE
18443534 Protein engineering workflow using a generative model of protein families KRIANGCHAIVECH, KETTIP

Client Portfolio (7 clients)

Top Art Units

Art UnitApps
16862
21241
36241
26741
36571

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19075941 Artificial Intelligence Deliberative Assembly (AIDA) Aqfer, Inc. BOSTWICK, SIDNEY VINCENT 2124 §103 Non-Final OA 1d overdue Pending Mar 11, 2025
18982567 Automated product design using generative AI and attitudinal data assets Zappistore Limited EL-BATHY, MOHAMED N 3624 §101 Non-Final OA 28d Pending Dec 16, 2024
18915475 Versioned file system with global lock Nasuni Corporation ABU ROUMI, MAHRAN Y §103 Non-Final OA Pending Oct 15, 2024
18779255 Deep machine learning-assisted detection of objects of interest for live cells-based assays Ctl Analyzers LLC VARNDELL, ROSS E 2674 §101§103§112 Non-Final OA Pending Jul 22, 2024
18659837 Level system with multiple level extrusions and an interchangeable level module Reekon Tools Inc. SAUNDERS, ANNA JOSEPHINE §102§103 Non-Final OA Pending May 09, 2024
18659908 Level system with illumination elements for visual movement cues Reekon Tools Inc. SAUNDERS, ANNA JOSEPHINE §103 Non-Final OA Pending May 09, 2024
18443534 Protein engineering workflow using a generative model of protein families Ne47 Bio, Inc. KRIANGCHAIVECH, KETTIP 1686 §101§103§112 Final Rejection Pending Feb 16, 2024
18414140 Monitoring and maintaining an intravenous assembly without medical staff involvement for safe distancing enforcement 123Iv, Inc. SINGH, ESVINDER 3657 Other Final Rejection 8d overdue Pending Jan 16, 2024
18084757 Protein database search using learned representations Ne47 Bio, Inc. NEGIN, RUSSELL SCOTT 1686 §101§103 Final Rejection Pending Dec 20, 2022

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