Prosecution Insights
Last updated: October 04, 2026

Prol Intellectual Property Law, P.L.L.C.

Technology areas: Communications • Transportation, E-Commerce & Mechanical Systems

18 pending office actions • 3 clients • 18 examiners • 16 art units • 0 of 18 (0%) have an AI response strategy ready

Analysis

Prol Intellectual Property Law, P.L.L.C. maintains a presence in the Communications sector, having managed 1899 career applications. The firm has a resolved allowance rate of 98.54 percent. Prosecution typically involves 2.76 office actions per allowance, indicating the path to grant for filed applications in this field. There are 22 pending office actions currently being handled by the firm.

The 98.54 percent allowance rate is recorded alongside the volume of 1899 career applications, providing a historical view of the firm's performance in Communications. The 2.76 office actions per allowance reflect the average number of interactions with the patent office. These metrics suggest a successful methodology for navigating the examination process in the communications industry.

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

Quality Metrics (n=1899 apps, methodology: how we score firms)

98.5%
Allowance Rate
n=1899
+0.62σ
Allowance Rate (norm)
n=1899
2.8
OAs to Allowance
n=1756
-0.39σ
OAs to Allow (norm)
n=1756
892 days
Time to Allowance
n=1756
-1.8pp
Interview Lift
n=1899
29.4%
RCE Rate
n=1899
0.6%
Appeal Rate
n=1899

Rejection Performance (% of received rejections ultimately overcome)

88.7%
§101 Overcome
n=159
95.4%
§102 Overcome
n=417
93.2%
§103 Overcome
n=989
93.2%
§112 Overcome
n=439

Specialization & Scale

G06F, H04L, H04W
Top CPC Subclasses
58%
Top-3 CPC Share
n=1899
0
Practitioners
n=1899
—
Apps / Practitioner
n=1899 (min 20)

Portfolio Summary

18
Total Pending OAs
10
Non-Final OAs
7
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 6 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

4
Overdue
0
Due this week
0
Due this month
1
Due in next 60 days
1
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. 6 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (4)Due ≤ 60 days (1)Due later (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.

9
Hard (50%)
9
Medium (50%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only4 (22%)
§101 + other1 (6%)
§103 only9 (50%)
Multi-statute (no §101)4 (22%)

Industry Mix

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

0
Life Sciences
0% of docket
5
Information Tech
28% of docket
7
Communications
39% of docket
2
Semiconductors
11% of docket
4
Mechanical / Eng
22% 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.

180 h
Manual time on pending OAs
36 h
Time saved (low, 20%)
63 h
Time saved (mid, 35%)
1.6 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NGUYEN, PHU K 1 85.9% +7.9%
SHUI, MING 1 57.9% +50.5%
FOSTER, THOMAS JOHN 1 90.0% +15.0%
NGUYEN, CATHERINE MARIE 1 83.3% +27.5%
CHAN, DANNY 1 80.3% +24.7%
MUELLER, PAUL JOSEPH 1 78.9% +28.5%
CHUNG, ANDREW 1 56.0% +31.4%
MANHEIM, MARC ETIENNE 1 83.0% +19.6%
BLAIR, KILE O 1 63.9% +7.9%
JEREZ LORA, WILLIAM A 1 83.7% +15.4%

Quick Wins (5)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.

App #TitleExaminerDue in
18607898 SYSTEM AND METHOD FOR DUAL MICROPHONE WITH CALIBRATED ALGORITHM TO WIDEN SPEECH OUTPUT RANGE FOR A HEADSET DEVICE JEREZ LORA, WILLIAM A 58d overdue
19035020 SYSTEM AND METHOD FOR EMBEDDING CALIBRATION DATA FOR A DIGITAL DISPLAY DEVICE NGUYEN, PHU K —
19025269 SYSTEM AND METHOD FOR DIGITAL DISPLAY DEVICE CONTAINED ADJUSTING OF A USER INTERFACE SIZE BASED ON DISTANCE BETWEEN THE USER AND THE DIGITAL DISPLAY DEVICE FOSTER, THOMAS JOHN —
18930325 SYSTEM AND METHOD FOR PROVIDING PORT RESILIENCY AND ARTIFICIAL INTELLIGENCE (AI) RECOMMENDATIONS FOR FAILED PORTS AT AN INFORMATION HANDLING SYSTEM NGUYEN, CATHERINE MARIE —
18929559 SYSTEM AND METHOD OF ON THE BOX ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL ORCHESTRATING AND MAINTAINING CONTINUOUS USER CHAT THROUGHOUT BOOT UP INTO A BASIC INPUT OUTPUT SYSTEM CHAN, DANNY —

Hard Cases (9)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18754821 SYSTEM AND METHOD OF INTELLIGENT TRANSLATION OF METADATA LABEL NAMES AND MAPPING TO NATURAL LANGUAGE UNDERSTANDING CHUNG, ANDREW 46d overdue
17571279 SYSTEM AND METHOD FOR CUSTOMER CONTACT RANKED SCHEDULING ASSISTANCE BAINS, SARJIT S 42d overdue
18429682 SYSTEM AND METHOD FOR DETERMINING AND RECOMMENDING PURCHASE OF PERIPHERAL DEVICES FOR AN EXISTING PERIPHERAL DEVICE WORKSPACE BASED ON PERIPHERAL DEVICE WORKSPACE CAPABILITIES KANG, TIMOTHY J 35d overdue
18634677 SYSTEM AND METHOD FOR AN AUDIO PRIVACY COVER FOR AUDIO HEADPHONES BLAIR, KILE O 56d
19025635 SYSTEM AND METHOD FOR AUTOMATICALLY ADJUSTING ON-SCREEN DISPLAY SETTINGS BASED ON DETECTED FACIAL PATTERNS OF A USER BY A VISUAL SENSOR SHUI, MING —
18791660 SYSTEM AND METHOD FOR MANAGING POLICIES FOR CAPABILITY INTENTS OF CAPABILITIES ASSOCIATED WITH ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL RESPONSES EXECUTING ON AN INFORMATION HANDLING SYSTEM MUELLER, PAUL JOSEPH —
18655524 TRANSCEIVER CONNECTOR EXTENSION SYSTEM MANHEIM, MARC ETIENNE —
18430340 SYSTEM AND METHOD FOR GENERATING AND PROVIDING UNIFIED WORKSPACE LEVEL ALERTS BASED ON ONE OR MORE CONTEXTS ANDERSON, FOLASHADE —

Interview Candidates (8)

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
18607898 SYSTEM AND METHOD FOR DUAL MICROPHONE WITH CALIBRATED ALGORITHM TO WIDEN SPEECH OUTPUT RANGE FOR A HEADSET DEVICE JEREZ LORA, WILLIAM A 58d overdue
18754821 SYSTEM AND METHOD OF INTELLIGENT TRANSLATION OF METADATA LABEL NAMES AND MAPPING TO NATURAL LANGUAGE UNDERSTANDING CHUNG, ANDREW 46d overdue
19025635 SYSTEM AND METHOD FOR AUTOMATICALLY ADJUSTING ON-SCREEN DISPLAY SETTINGS BASED ON DETECTED FACIAL PATTERNS OF A USER BY A VISUAL SENSOR SHUI, MING —
19025269 SYSTEM AND METHOD FOR DIGITAL DISPLAY DEVICE CONTAINED ADJUSTING OF A USER INTERFACE SIZE BASED ON DISTANCE BETWEEN THE USER AND THE DIGITAL DISPLAY DEVICE FOSTER, THOMAS JOHN —
18930325 SYSTEM AND METHOD FOR PROVIDING PORT RESILIENCY AND ARTIFICIAL INTELLIGENCE (AI) RECOMMENDATIONS FOR FAILED PORTS AT AN INFORMATION HANDLING SYSTEM NGUYEN, CATHERINE MARIE —
18929559 SYSTEM AND METHOD OF ON THE BOX ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL ORCHESTRATING AND MAINTAINING CONTINUOUS USER CHAT THROUGHOUT BOOT UP INTO A BASIC INPUT OUTPUT SYSTEM CHAN, DANNY —
18791660 SYSTEM AND METHOD FOR MANAGING POLICIES FOR CAPABILITY INTENTS OF CAPABILITIES ASSOCIATED WITH ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL RESPONSES EXECUTING ON AN INFORMATION HANDLING SYSTEM MUELLER, PAUL JOSEPH —
18655524 TRANSCEIVER CONNECTOR EXTENSION SYSTEM MANHEIM, MARC ETIENNE —

Client Portfolio (3 clients)

Client (Assignee)Pending OAs
Dell 16
BOOMI, LP 1
RAMD Solutions 1

Top Art Units

Art UnitApps
26162
36232
26631
21141
21751
26571
28981
28741
26911
26951

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19035020 SYSTEM AND METHOD FOR EMBEDDING CALIBRATION DATA FOR A DIGITAL DISPLAY DEVICE DELL PRODUCTS, L.P. NGUYEN, PHU K 2616 §103 Non-Final OA — Pending Jan 23, 2025
19025635 SYSTEM AND METHOD FOR AUTOMATICALLY ADJUSTING ON-SCREEN DISPLAY SETTINGS BASED ON DETECTED FACIAL PATTERNS OF A USER BY A VISUAL SENSOR DELL PRODUCTS, L.P. SHUI, MING 2663 §102§103 Non-Final OA — Pending Jan 16, 2025
19025269 SYSTEM AND METHOD FOR DIGITAL DISPLAY DEVICE CONTAINED ADJUSTING OF A USER INTERFACE SIZE BASED ON DISTANCE BETWEEN THE USER AND THE DIGITAL DISPLAY DEVICE DELL PRODUCTS, L.P. FOSTER, THOMAS JOHN 2616 §103 Non-Final OA — Pending Jan 16, 2025
18930325 SYSTEM AND METHOD FOR PROVIDING PORT RESILIENCY AND ARTIFICIAL INTELLIGENCE (AI) RECOMMENDATIONS FOR FAILED PORTS AT AN INFORMATION HANDLING SYSTEM DELL PRODUCTS, L.P. NGUYEN, CATHERINE MARIE 2114 §103 Final Rejection — Pending Oct 29, 2024
18929559 SYSTEM AND METHOD OF ON THE BOX ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL ORCHESTRATING AND MAINTAINING CONTINUOUS USER CHAT THROUGHOUT BOOT UP INTO A BASIC INPUT OUTPUT SYSTEM DELL PRODUCTS, L.P. CHAN, DANNY 2175 §103Other Non-Final OA — Pending Oct 28, 2024
18791660 SYSTEM AND METHOD FOR MANAGING POLICIES FOR CAPABILITY INTENTS OF CAPABILITIES ASSOCIATED WITH ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL RESPONSES EXECUTING ON AN INFORMATION HANDLING SYSTEM DELL PRODUCTS, L.P. MUELLER, PAUL JOSEPH 2657 §101§103 Non-Final OA — Pending Aug 01, 2024
18754821 SYSTEM AND METHOD OF INTELLIGENT TRANSLATION OF METADATA LABEL NAMES AND MAPPING TO NATURAL LANGUAGE UNDERSTANDING BOOMI, INC. CHUNG, ANDREW 2898 §102§103 Non-Final OA 46d overdue Pending Jun 26, 2024
18655524 TRANSCEIVER CONNECTOR EXTENSION SYSTEM DELL PRODUCTS, L.P. MANHEIM, MARC ETIENNE 2874 §102§112 Final Rejection — Pending May 06, 2024
18634677 SYSTEM AND METHOD FOR AN AUDIO PRIVACY COVER FOR AUDIO HEADPHONES DELL PRODUCTS, L.P. BLAIR, KILE O 2691 §102§103 Non-Final OA 56d Pending Apr 12, 2024
18607898 SYSTEM AND METHOD FOR DUAL MICROPHONE WITH CALIBRATED ALGORITHM TO WIDEN SPEECH OUTPUT RANGE FOR A HEADSET DEVICE DELL PRODUCTS, L.P. JEREZ LORA, WILLIAM A 2695 §103 Final Rejection 58d overdue Pending Mar 18, 2024
18429682 SYSTEM AND METHOD FOR DETERMINING AND RECOMMENDING PURCHASE OF PERIPHERAL DEVICES FOR AN EXISTING PERIPHERAL DEVICE WORKSPACE BASED ON PERIPHERAL DEVICE WORKSPACE CAPABILITIES DELL PRODUCTS, L.P. KANG, TIMOTHY J 3689 §101 Final Rejection 35d overdue Pending Feb 01, 2024
18430340 SYSTEM AND METHOD FOR GENERATING AND PROVIDING UNIFIED WORKSPACE LEVEL ALERTS BASED ON ONE OR MORE CONTEXTS DELL PRODUCTS, L.P. ANDERSON, FOLASHADE 3623 §101 Final Rejection — Pending Feb 01, 2024
18384161 SYSTEM AND METHOD FOR A QUIET MAGNETIC KEYBOARD KEY DELL PRODUCTS, L.P. ENGLISH, ALECIA DIANE 2625 §103 Final Rejection — Pending Oct 26, 2023
18227963 SYSTEM AND METHOD FOR COLLISION-FREE JOINING OF WIRELESS INPUT/OUTPUT (IO) DEVICES TO A WIRELESS IO DEVICE NETWORK DELL PRODUCTS, L.P. SMITH, JOSHUA Y 2477 §103 Final Rejection 71d Pending Jul 30, 2023
17982943 SYSTEMS AND METHODS FOR SECURE USER SESSION AT ENDPOINT DEVICE OVER ACCESS-RESTRICTED CELLULAR NETWORK MANAGED BY AN ENTERPRISE DELL PRODUCTS, L.P. AVERY, BRIAN WILLIAM 2495 §103 Non-Final OA — Pending Nov 08, 2022
17969341 SYSTEM AND METHOD FOR MINIMIZING GREENHOUSE GAS EMISSIONS DUE TO COMPONENT REPLACEMENT IN CLIENT INFORMATION HANDLING SYSTEMS DELL PRODUCTS, L.P. CRANDALL, RICHARD W. 3619 §101 Non-Final OA — Pending Oct 19, 2022
17866018 SYSTEM AND METHOD FOR TRANSPARENT GREENHOUSE GAS EMISSIONS VALIDATION AND REPORTING FOR AN END PRODUCT DELL PRODUCTS, L.P. HTAY, LIN LIN M 2153 §103 Non-Final OA — Pending Jul 15, 2022
17571279 SYSTEM AND METHOD FOR CUSTOMER CONTACT RANKED SCHEDULING ASSISTANCE Ramd Solutions BAINS, SARJIT S 3623 §101 Non-Final OA 42d overdue Pending Jan 07, 2022

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