Prosecution Insights
Last updated: October 04, 2026

Entropy Matters LLC

Technology areas: Communications • Semiconductors, Circuits & Optics

8 pending office actions • 1 client • 8 examiners • 5 art units • 0 of 8 (0%) have an AI response strategy ready

Analysis

Entropy Matters LLC operates as a patent law firm with a focus on Communications. The firm has managed 523 career applications, indicating a specialized practice in this technical field. It maintains a high resolved allowance rate of 96.72 percent, demonstrating a strong track record of successful patent acquisitions. This performance metric is a key indicator of its effectiveness in the Communications sector. The firm's prosecution history provides a clear data set for prospective clients.

The firm currently handles 9 pending office actions. Its average of 3.14 office actions per allowance reflects the typical level of engagement required with patent examiners. This figure, combined with the 96.72 percent allowance rate, provides a clear picture of the firm's prosecution strategy. Practitioners can use the 523 career applications and the 3.14 average office actions per allowance to evaluate the firm's operational results and prosecution intensity. These statistics offer a transparent view of the firm's work in its primary technology area.

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

Quality Metrics (n=523 apps, methodology: how we score firms)

96.7%
Allowance Rate
n=523
+0.55σ
Allowance Rate (norm)
n=523
3.1
OAs to Allowance
n=443
+0.02σ
OAs to Allow (norm)
n=443
1094 days
Time to Allowance
n=443
+1.3pp
Interview Lift
n=523
25.6%
RCE Rate
n=523
9.9%
Appeal Rate
n=523

Rejection Performance (% of received rejections ultimately overcome)

96.0%
§101 Overcome
n=76
89.0%
§102 Overcome
n=136
89.8%
§103 Overcome
n=215
87.5%
§112 Overcome
n=72

Specialization & Scale

G01N, H10P, G06T
Top CPC Subclasses
51%
Top-3 CPC Share
n=523
1
Practitioners
n=523
523.0
Apps / Practitioner
n=523

Portfolio Summary

8
Total Pending OAs
4
Non-Final OAs
2
Final Rejections
2
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.

4
Hard (50%)
4
Medium (50%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§103 only4 (50%)
Multi-statute (no §101)4 (50%)

Industry Mix

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

0
Life Sciences
0% of docket
0
Information Tech
0% of docket
4
Communications
50% of docket
2
Semiconductors
25% of docket
0
Mechanical / Eng
0% of docket
2
Business / Other
25% 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.

80 h
Manual time on pending OAs
16 h
Time saved (low, 20%)
28 h
Time saved (mid, 35%)
0.7 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NAH, JONGBONG 1 75.2% +17.5%
YAZBACK, MAHER 1 76.5% +23.9%
ISLAM, PROMOTTO TAJRIAN 1 77.4% +13.8%
SILVA-AVINA, EMMANUEL 1 80.2% +9.5%
BOYAR, NOAH WILLIAM 1 100.0% +0.0%
DHOOGE, DEVIN J 1 71.3% +31.7%
TRICE III, WILLIAM CLARENCE 1 81.8% +27.2%
TANINGCO, MARCUS H 1 81.0% +6.6%

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
18735144 COMBINING DEEP LEARNING MODEL HIDDEN LAYER OUTPUT WITH SPECIMEN-SPECIFIC INPUT FOR DEFECT CLASSIFICATION OR ANOTHER SEMICONDUCTOR APPLICATION BOYAR, NOAH WILLIAM —
18358841 PHOTOLUMINESCENCE FOR SEMICONDUCTOR YIELD RELATED APPLICATIONS TANINGCO, MARCUS H —

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
19012641 DYNAMIC RANGE EXTENSION OF OPTICAL SYSTEMS WITH MULTIPLE LOW INTENSITY BEAMS YAZBACK, MAHER —
18959278 ENCODING DESIGN INFORMATION FOR A SPECIMEN FOR RUNTIME USE IN INSPECTION AND OTHER PROCESSES ISLAM, PROMOTTO TAJRIAN —
18907563 SEGMENTATION-BASED CARE AREA SETUP FOR INSPECTION OF A SPECIMEN USING EDGE DETECTION SILVA-AVINA, EMMANUEL —
18404530 IMAGE SENSORS WITH A TUNABLE FLOATING DIFFUSION STRUCTURE TRICE III, WILLIAM CLARENCE —

Interview Candidates (5)

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 5 ordered by deadline are shown.

App #TitleExaminerDue in
19051999 VISION FOUNDATION MODEL FOR MULTIMODE IMAGING NAH, JONGBONG —
19012641 DYNAMIC RANGE EXTENSION OF OPTICAL SYSTEMS WITH MULTIPLE LOW INTENSITY BEAMS YAZBACK, MAHER —
18959278 ENCODING DESIGN INFORMATION FOR A SPECIMEN FOR RUNTIME USE IN INSPECTION AND OTHER PROCESSES ISLAM, PROMOTTO TAJRIAN —
18603002 DEEP LEARNING MODEL DIAGNOSTICS TOOLS USING STACKED IMAGES DHOOGE, DEVIN J —
18404530 IMAGE SENSORS WITH A TUNABLE FLOATING DIFFUSION STRUCTURE TRICE III, WILLIAM CLARENCE —

Client Portfolio (1 client)

Client (Assignee)Pending OAs
KLA 8

Top Art Units

Art UnitApps
26692
26741
26771
28931
28841

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19051999 VISION FOUNDATION MODEL FOR MULTIMODE IMAGING Kla Corporation NAH, JONGBONG 2674 §103 Final Rejection — Pending Feb 12, 2025
19012641 DYNAMIC RANGE EXTENSION OF OPTICAL SYSTEMS WITH MULTIPLE LOW INTENSITY BEAMS Kla Corporation YAZBACK, MAHER §102§103§112 Non-Final OA — Pending Jan 07, 2025
18959278 ENCODING DESIGN INFORMATION FOR A SPECIMEN FOR RUNTIME USE IN INSPECTION AND OTHER PROCESSES Kla Corporation ISLAM, PROMOTTO TAJRIAN 2669 §102§112 Non-Final OA — Pending Nov 25, 2024
18907563 SEGMENTATION-BASED CARE AREA SETUP FOR INSPECTION OF A SPECIMEN USING EDGE DETECTION Kla Corporation SILVA-AVINA, EMMANUEL §103§112 Non-Final OA — Pending Oct 06, 2024
18735144 COMBINING DEEP LEARNING MODEL HIDDEN LAYER OUTPUT WITH SPECIMEN-SPECIFIC INPUT FOR DEFECT CLASSIFICATION OR ANOTHER SEMICONDUCTOR APPLICATION Kla Corporation BOYAR, NOAH WILLIAM 2669 §103 Non-Final OA — Pending Jun 05, 2024
18603002 DEEP LEARNING MODEL DIAGNOSTICS TOOLS USING STACKED IMAGES Kla Corporation DHOOGE, DEVIN J 2677 §103 Non-Final OA — Pending Mar 12, 2024
18404530 IMAGE SENSORS WITH A TUNABLE FLOATING DIFFUSION STRUCTURE Kla Corporation TRICE III, WILLIAM CLARENCE 2893 §102§103 Final Rejection — Pending Jan 04, 2024
18358841 PHOTOLUMINESCENCE FOR SEMICONDUCTOR YIELD RELATED APPLICATIONS Kla Corporation TANINGCO, MARCUS H 2884 §103 Non-Final OA — Pending Jul 25, 2023

Managing Entropy Matters LLC's Patent Prosecution?

IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.

Start Free Trial

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month