Prosecution Insights
Last updated: October 25, 2026

Apparent Labs LLC

Technology areas: Computing & Software • Semiconductors, Circuits & Optics

2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready • 2 patents granted in the last 365 days

Analysis

Apparent Labs LLC has 2 pending office actions in the Computing & Software technology area. These actions are distributed across 2 distinct examiners and 2 distinct art units. The busiest examiner is CAO, CHUN, who is currently managing 1 pending office action. This distribution shows that each pending matter is being examined independently by different personnel in separate art units.

For practitioners, this means there is no examiner overlap to leverage for consistent prosecution across the 2 pending actions. The prosecution strategy must be tailored to the specific requirements of CAO, CHUN and the other assigned examiner. The focus on 2 distinct art units indicates that the company's technology is being reviewed by different specialized divisions within the Computing & Software sector. This lack of concentration requires a versatile approach to handle the distinct procedural standards of each unit. The outcome of each action will depend on individual examiner interactions rather than a unified portfolio strategy.

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

Portfolio Summary

2
Total Pending OAs
2
Non-Final OAs
0
Final Rejections
0
Advisory / Quayle

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.

1
Hard (50%)
1
Medium (50%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§103 only1 (50%)
Multi-statute (no §101)1 (50%)

Industry Mix

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

0
Life Sciences
0% of docket
1
Information Tech
50% of docket
0
Communications
0% of docket
1
Semiconductors
50% of docket
0
Mechanical / Eng
0% of docket
0
Business / Other
0% 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.

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

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
CAO, CHUN 1 84.7% +12.7%
BEHM, HARRY RAYMOND 1 79.6% +7.3%

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
18896266 SENSOR-BASED ENERGY MANAGEMENT ENCLOSURE AND DISTRIBUTED ENERGY RESOURCE MANAGEMENT BASED ON SENSOR DATA CAO, CHUN —

Hard Cases (1)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
18291549 BIDIRECTIONAL WAVEFORM SHAPING FOR GRID-TIED APPLICATIONS BEHM, HARRY RAYMOND —

Interview Candidates (1)

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 1 ordered by deadline are shown.

App #TitleExaminerDue in
18896266 SENSOR-BASED ENERGY MANAGEMENT ENCLOSURE AND DISTRIBUTED ENERGY RESOURCE MANAGEMENT BASED ON SENSOR DATA CAO, CHUN —

Top Art Units

Art UnitApps
2115 1
2838 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18896266 SENSOR-BASED ENERGY MANAGEMENT ENCLOSURE AND DISTRIBUTED ENERGY RESOURCE MANAGEMENT BASED ON SENSOR DATA CAO, CHUN 2115 §103 Non-Final OA — Pending Sep 25, 2024
18291549 BIDIRECTIONAL WAVEFORM SHAPING FOR GRID-TIED APPLICATIONS BEHM, HARRY RAYMOND 2838 §102§103 Non-Final OA — Pending Jan 23, 2024

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Frequently Asked Questions

How many pending USPTO office actions does Apparent Labs LLC have?

Apparent Labs LLC has 2 pending office actions as of October 2026, spread across 2 art units and 2 examiners.

Which USPTO examiner handles the most Apparent Labs LLC applications?

Chun Cao has the most, with 1 of Apparent Labs LLC's pending office actions.

What technology area are Apparent Labs LLC's patent applications in?

Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.

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