Prosecution Insights
Last updated: August 06, 2026

Usx Ip LLC

10 pending office actions • 6 clients • 10 examiners • 6 art units • 0 of 10 (0%) have an AI response strategy ready

Quality Metrics (n=88 apps, methodology: how we score firms)

89.3%
Allowance Rate
n=88
+0.67σ
Allowance Rate (norm)
n=88
2.6
OAs to Allowance
n=25
-0.61σ
OAs to Allow (norm)
n=25
1057 days
Time to Allowance
n=25
-28.8pp
Interview Lift
n=88
82.1%
RCE Rate
n=88
0.0%
Appeal Rate
n=88

Rejection Performance (% of received rejections ultimately overcome)

38.9%
§101 Overcome
n=36
§102 Overcome
n=11 (min 20)
39.5%
§103 Overcome
n=38
32.0%
§112 Overcome
n=25

Specialization & Scale

G06F, G06N, G06Q
Top CPC Subclasses
60%
Top-3 CPC Share
n=88
1
Practitioners
n=88
88.0
Apps / Practitioner
n=88

Portfolio Summary

10
Total Pending OAs
6
Non-Final OAs
4
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 (50%)
3
Medium (30%)
2
Easy (20%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only4 (40%)
§101 + other1 (10%)
§103 only3 (30%)
Double-patenting only2 (20%)

Industry Mix

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

0
Life Sciences
0% of docket
3
Information Tech
30% of docket
1
Communications
10% of docket
0
Semiconductors
0% of docket
2
Mechanical / Eng
20% of docket
4
Business / Other
40% 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.

100 h
Manual time on pending OAs
20 h
Time saved (low, 20%)
35 h
Time saved (mid, 35%)
0.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
KHONG, ALEXANDER 1 84.1% +27.8%
SEIBERT, CHRISTOPHER B 1 57.1% +43.2%
DUGDA, MULUGETA TUJI 1 82.1% +20.7%
TRACY JR., EDWARD 1 78.4% +33.9%
XU, PETER 1 0.0% +0.0%
MAUNI, HUMAIRA ZAHIN 1 45.8% +51.0%
MAPAR, BIJAN 1 67.5% +28.7%
WILLOUGHBY, ALICIA M 1 54.0% +25.6%
PRATT, EHRIN LARMONT 1 15.3% +12.8%
MACCAGNO, PIERRE L 1 23.4% +32.0%

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
19264054 METHOD, DEVICE AND COMPUTER PROGRAM FOR COLLECTING DATA FROM MULTI-DOMAIN KHONG, ALEXANDER

Hard Cases (6)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 6 ordered by deadline are shown.

App #TitleExaminerDue in
17710143 APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS PRATT, EHRIN LARMONT 5d overdue
18057007 METHOD AND DEVICE FOR CALCULATING SOLAR RADIATION NUMERICAL DATA BASED ON FIXED SLOPE ANGLE MAPAR, BIJAN 1d overdue
17854134 METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER WILLOUGHBY, ALICIA M 8d
18987173 METHOD AND APPARATUS FOR IDENTIFYING PERSONAL INFORMATION FROM TEXT USING A MULTI-STAGE DETECTION APPROACH DUGDA, MULUGETA TUJI
18777999 ELECTRONIC DEVICE FOR IMPLEMENTING SYSTEM FOR PREDICTING AND CONTROLLING INDUSTRIAL PROCESSES, AND CONTROL METHOD THEREOF XU, PETER
17643459 METHOD OF PREDICTING PERSONALIZED POLLEN ALLERGY USING POLLEN CALENDAR AND PERSONAL ALLERGIC SYMPTOM DIARY AND SERVER PERFORMING THE SAME MACCAGNO, PIERRE L

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
17710143 APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS PRATT, EHRIN LARMONT 5d overdue
18057007 METHOD AND DEVICE FOR CALCULATING SOLAR RADIATION NUMERICAL DATA BASED ON FIXED SLOPE ANGLE MAPAR, BIJAN 1d overdue
17854134 METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER WILLOUGHBY, ALICIA M 8d
19264054 METHOD, DEVICE AND COMPUTER PROGRAM FOR COLLECTING DATA FROM MULTI-DOMAIN KHONG, ALEXANDER
19004883 METHOD, DEVICE, AND SYSTEM FOR INTERACTIVE PRODUCT SHOPPING SEIBERT, CHRISTOPHER B
18987173 METHOD AND APPARATUS FOR IDENTIFYING PERSONAL INFORMATION FROM TEXT USING A MULTI-STAGE DETECTION APPROACH DUGDA, MULUGETA TUJI
18942853 ARCHITECTURE FOR GENERATING QA PAIRS FROM CONTEXTS TRACY JR., EDWARD
18080316 LEARNING SKILL EVALUATION METHOD, APPARATUS, AND SYSTEM MAUNI, HUMAIRA ZAHIN

Client Portfolio (6 clients)

Top Art Units

Art UnitApps
26531
21411
21891
21561
36291
36871

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19264054 METHOD, DEVICE AND COMPUTER PROGRAM FOR COLLECTING DATA FROM MULTI-DOMAIN S2W Inc. KHONG, ALEXANDER DP Non-Final OA Pending Jul 09, 2025
19004883 METHOD, DEVICE, AND SYSTEM FOR INTERACTIVE PRODUCT SHOPPING Gripcompany Co., Ltd. SEIBERT, CHRISTOPHER B DP Non-Final OA Pending Dec 30, 2024
18987173 METHOD AND APPARATUS FOR IDENTIFYING PERSONAL INFORMATION FROM TEXT USING A MULTI-STAGE DETECTION APPROACH S2W Inc. DUGDA, MULUGETA TUJI 2653 §101§103 Non-Final OA Pending Dec 19, 2024
18942853 ARCHITECTURE FOR GENERATING QA PAIRS FROM CONTEXTS Korea Advanced Institute Of Science And Technology TRACY JR., EDWARD §103 Non-Final OA Pending Nov 11, 2024
18777999 ELECTRONIC DEVICE FOR IMPLEMENTING SYSTEM FOR PREDICTING AND CONTROLLING INDUSTRIAL PROCESSES, AND CONTROL METHOD THEREOF Ineeji Co., Ltd. XU, PETER §103 Non-Final OA Pending Jul 19, 2024
18080316 LEARNING SKILL EVALUATION METHOD, APPARATUS, AND SYSTEM Socra AI Inc. MAUNI, HUMAIRA ZAHIN 2141 §103 Final Rejection Pending Dec 13, 2022
18057007 METHOD AND DEVICE FOR CALCULATING SOLAR RADIATION NUMERICAL DATA BASED ON FIXED SLOPE ANGLE National Institute Of Meteorological Sciences MAPAR, BIJAN 2189 §101 Final Rejection 1d overdue Pending Nov 18, 2022
17854134 METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER Socra AI Inc. WILLOUGHBY, ALICIA M 2156 §101 Final Rejection 8d Pending Jun 30, 2022
17710143 APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS Socra AI Inc. PRATT, EHRIN LARMONT 3629 §101 Final Rejection 5d overdue Pending Mar 31, 2022
17643459 METHOD OF PREDICTING PERSONALIZED POLLEN ALLERGY USING POLLEN CALENDAR AND PERSONAL ALLERGIC SYMPTOM DIARY AND SERVER PERFORMING THE SAME National Institute Of Meteorological Sciences MACCAGNO, PIERRE L 3687 §101 Non-Final OA Pending Dec 09, 2021

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