Prosecution Insights
Last updated: August 15, 2026

Clo Virtual Fashion Inc.

11 pending office actions • 8 art units • 11 examiners • 0 of 11 (0%) have an AI response strategy ready • 6 patents granted in the last 365 days

Portfolio Summary

11
Total Pending OAs
4
Non-Final OAs
6
Final Rejections
1
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
1
Due this week
0
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 ≤ 7 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.

3
Hard (27%)
8
Medium (73%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other1 (9%)
§103 only7 (64%)
Double-patenting + other1 (9%)
Multi-statute (no §101)2 (18%)

Industry Mix

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

0
Life Sciences
0% of docket
2
Information Tech
18% of docket
6
Communications
55% of docket
0
Semiconductors
0% of docket
1
Mechanical / Eng
9% of docket
2
Business / Other
18% 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
CREARY, LATRELL ANTHONY 1 76.9% +37.5%
LE, JOHNNY TRAN 1 57.1% -10.0%
BEARD, CHARLES LLOYD 1 67.6% +35.5%
HUANG, GRACE 1 56.6% +55.6%
MCCULLEY, RYAN D 1 69.8% +28.0%
SHENG, XIN 1 72.7% +17.0%
MEROUAN, ABDERRAHIM 1 73.7% +16.8%
LEE, BENEDICT E 1 87.9% +13.2%
TSWEI, YU-JANG 1 84.3% +17.2%
COOK, BRIAN S 1 61.9% +29.3%

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
18518540 SIMULATION OF THREE-DIMENSIONAL FABRIC DRAPING USING MACHINE LEARNING MODEL TSWEI, YU-JANG 9d overdue
18421534 METHOD AND APPARATUS FOR ESTIMATING PHYSICAL PROPERTY PARAMETER OF TARGET FABRIC LEE, BENEDICT E 5d

Hard Cases (3)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
17820246 GENERATING ENHANCED EXPLODED VIEW FOR DESIGN OBJECT COOK, BRIAN S 3d overdue
18733840 DYNAMIC DESIGNING OF TEXTURE FOR GARMENT BY CONFIGURING MANNER OF REPEATING IMAGE MCCULLEY, RYAN D
17574160 Product design, configuration and decision system using machine learning NAZAR, AHAMED I

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
18518540 SIMULATION OF THREE-DIMENSIONAL FABRIC DRAPING USING MACHINE LEARNING MODEL TSWEI, YU-JANG 9d overdue
17820246 GENERATING ENHANCED EXPLODED VIEW FOR DESIGN OBJECT COOK, BRIAN S 3d overdue
18421534 METHOD AND APPARATUS FOR ESTIMATING PHYSICAL PROPERTY PARAMETER OF TARGET FABRIC LEE, BENEDICT E 5d
19073811 METHOD AND APPARATUS OF TRANSFORMING GARMENT PATTERNS CREARY, LATRELL ANTHONY
19020237 METHOD AND APPARATUS OF PATTERNS FOR CLOTHING SIMULATION USING NEURAL NETWORK MODEL BEARD, CHARLES LLOYD
18975566 Method And Apparatus For Displaying Darts On Pattern Pieces Of Garment HUANG, GRACE
18733840 DYNAMIC DESIGNING OF TEXTURE FOR GARMENT BY CONFIGURING MANNER OF REPEATING IMAGE MCCULLEY, RYAN D
18732616 Automatic Generation of Pattern from Measured Parameters SHENG, XIN

Top Art Units

Art UnitApps
2611 2
3732 1
2619 1
2683 1
2665 1
2614 1
2187 1
2178 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19073811 METHOD AND APPARATUS OF TRANSFORMING GARMENT PATTERNS CREARY, LATRELL ANTHONY §103 Non-Final OA Pending Mar 07, 2025
19023319 METHOD AND APPARATUS FOR GENERATING TEXTURE MAP LE, JOHNNY TRAN §103 Non-Final OA Pending Jan 16, 2025
19020237 METHOD AND APPARATUS OF PATTERNS FOR CLOTHING SIMULATION USING NEURAL NETWORK MODEL BEARD, CHARLES LLOYD 2611 §103 Non-Final OA Pending Jan 14, 2025
18975566 Method And Apparatus For Displaying Darts On Pattern Pieces Of Garment HUANG, GRACE 3732 §103§112DP Non-Final OA Pending Dec 10, 2024
18733840 DYNAMIC DESIGNING OF TEXTURE FOR GARMENT BY CONFIGURING MANNER OF REPEATING IMAGE MCCULLEY, RYAN D 2611 §101§102§103§112 Final Rejection Pending Jun 05, 2024
18732616 Automatic Generation of Pattern from Measured Parameters SHENG, XIN 2619 §103 Final Rejection Pending Jun 04, 2024
18596599 METHOD AND APPARATUS FOR SIMULATING 3D AVATAR MEROUAN, ABDERRAHIM 2683 §103 Final Rejection Pending Mar 05, 2024
18421534 METHOD AND APPARATUS FOR ESTIMATING PHYSICAL PROPERTY PARAMETER OF TARGET FABRIC LEE, BENEDICT E 2665 §103 Final Rejection 5d Pending Jan 24, 2024
18518540 SIMULATION OF THREE-DIMENSIONAL FABRIC DRAPING USING MACHINE LEARNING MODEL TSWEI, YU-JANG 2614 §103 Non-Final OA 9d overdue Pending Nov 23, 2023
17820246 GENERATING ENHANCED EXPLODED VIEW FOR DESIGN OBJECT COOK, BRIAN S 2187 §103§112 Final Rejection 3d overdue Pending Aug 16, 2022
17574160 Product design, configuration and decision system using machine learning NAZAR, AHAMED I 2178 §102§103 Final Rejection Pending Jan 12, 2022

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