Prosecution Insights
Last updated: October 25, 2026

Quanata LLC

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

20 pending office actions • 16 art units • 20 examiners • 0 of 20 (0%) have an AI response strategy ready • 44 patents granted in the last 365 days

Analysis

Quanata LLC has 20 pending office actions in Transportation, E-Commerce & Mechanical Systems. The docket includes 20 distinct examiners across 16 distinct art units, so examiner coverage is fully distributed even though some art units contain more than one matter.

BLACK-CHILDRESS, RAJSHEED O is the busiest examiner, with 1 pending matter. The prosecution model therefore depends on centralized tracking and repeatable technical guidance, with responses tailored to the separate examiner assignments.

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

Portfolio Summary

20
Total Pending OAs
12
Non-Final OAs
8
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 5 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

0
Overdue
0
Due this week
3
Due this month
2
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. 5 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Due ≤ 30 days (3)Due ≤ 60 days (2)

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.

15
Hard (75%)
3
Medium (15%)
2
Easy (10%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only8 (40%)
§101 + other4 (20%)
§103 only3 (15%)
Double-patenting only2 (10%)
Multi-statute (no §101)3 (15%)

Industry Mix

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

0
Life Sciences
0% of docket
1
Information Tech
5% of docket
5
Communications
25% of docket
1
Semiconductors
5% of docket
13
Mechanical / Eng
65% 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.

200 h
Manual time on pending OAs
40 h
Time saved (low, 20%)
70 h
Time saved (mid, 35%)
1.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
BLACK-CHILDRESS, RAJSHEED O 1 62.8% +24.3%
KASSIM, HAFIZ A 1 45.0% +54.1%
PATEL, SHIVANG I 1 74.8% +16.7%
RANKINS, WILLIAM E 1 57.6% +8.3%
SCHWARZENBERG, PAUL 1 62.1% +27.7%
SHAH, MILAP 1 69.8% +39.9%
POE, KEVIN T 1 39.5% +16.1%
DETWEILER, JAMES M 1 39.0% +43.6%
NEWLON, WILLIAM D 1 46.2% +27.6%
PEREN, VINCENT ROBERT 1 69.4% +19.8%

Hard Cases (15)

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
17930431 SYSTEMS AND METHODS FOR GENERATING AND UPDATING A VALUE OF PERSONAL POSSESSIONS OF A USER FOR INSURANCE PURPOSES MILLER, JAMES H 13d
18770025 REWARDS LEDGER FOR REGULATORY-COMPLIANT REWARDS TRACKING POUNCIL, DARNELL A 14d
18051635 AUDIO ASSESSMENT FOR ANALYZING SLEEP TRENDS USING MACHINE LEARNING TECHNIQUES HOUGH, JESSANDRA F 29d
18958545 SYSTEMS AND METHODS FOR CREATING PERSONALIZED TRANSIT GUIDES NEWLON, WILLIAM D 39d
19296687 SYSTEMS AND METHODS FOR DETECTING A MEDICAL EVENT BLACK-CHILDRESS, RAJSHEED O —
19237890 SYSTEMS AND METHODS FOR USER MANAGEMENT MODEL EVALUATION BASED ON TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE KASSIM, HAFIZ A —
19081929 SYSTEMS AND METHODS FOR GENERATING INSURANCE POLICIES WITH PREDESIGNATED POLICY LEVELS AND REIMBURSEMENT CONTROLS RANKINS, WILLIAM E —
19065287 SYSTEM AND METHOD FOR A DIGITAL WALLET SCHWARZENBERG, PAUL —

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
18958545 SYSTEMS AND METHODS FOR CREATING PERSONALIZED TRANSIT GUIDES NEWLON, WILLIAM D 39d
19296687 SYSTEMS AND METHODS FOR DETECTING A MEDICAL EVENT BLACK-CHILDRESS, RAJSHEED O —
19237890 SYSTEMS AND METHODS FOR USER MANAGEMENT MODEL EVALUATION BASED ON TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE KASSIM, HAFIZ A —
19088375 METHOD, SYSTEM, AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR RENDERING IMAGES ALONG A ROUTE OF A VEHICULAR TRIP PATEL, SHIVANG I —
19065287 SYSTEM AND METHOD FOR A DIGITAL WALLET SCHWARZENBERG, PAUL —
19034252 SYSTEMS AND METHODS FOR TRAINING AND APPLYING VIRTUAL OCCURRENCES TO A VIRTUAL CHARACTER USING TELEMATICS DATA OF ONE OR MORE REAL TRIPS IN REAL-TIME SHAH, MILAP —
19016961 SYSTEMS AND METHODS FOR FEATURE EXTRACTION OF TELEMATICS DATA POE, KEVIN T —
19006839 SYSTEMS AND METHODS FOR REDUCING MOBILE DEVICE USAGE BY A DRIVER OF A VEHICLE DETWEILER, JAMES M —

Top Art Units

Art UnitApps
3623 2
3694 2
3715 2
3622 2
2685 1
2615 1
3695 1
3692 1
3696 1
2617 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19296687 SYSTEMS AND METHODS FOR DETECTING A MEDICAL EVENT BLACK-CHILDRESS, RAJSHEED O 2685 §102§112Other Non-Final OA — Pending Aug 11, 2025
19237890 SYSTEMS AND METHODS FOR USER MANAGEMENT MODEL EVALUATION BASED ON TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE KASSIM, HAFIZ A 3623 §101§103Other Non-Final OA — Pending Jun 13, 2025
19088375 METHOD, SYSTEM, AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR RENDERING IMAGES ALONG A ROUTE OF A VEHICULAR TRIP PATEL, SHIVANG I 2615 §103 Non-Final OA — Pending Mar 24, 2025
19081929 SYSTEMS AND METHODS FOR GENERATING INSURANCE POLICIES WITH PREDESIGNATED POLICY LEVELS AND REIMBURSEMENT CONTROLS RANKINS, WILLIAM E 3694 §101 Final Rejection — Pending Mar 17, 2025
19065287 SYSTEM AND METHOD FOR A DIGITAL WALLET SCHWARZENBERG, PAUL 3695 §101§103 Final Rejection — Pending Feb 27, 2025
19034252 SYSTEMS AND METHODS FOR TRAINING AND APPLYING VIRTUAL OCCURRENCES TO A VIRTUAL CHARACTER USING TELEMATICS DATA OF ONE OR MORE REAL TRIPS IN REAL-TIME SHAH, MILAP 3715 §101Other Non-Final OA — Pending Jan 22, 2025
19016961 SYSTEMS AND METHODS FOR FEATURE EXTRACTION OF TELEMATICS DATA POE, KEVIN T 3692 §101 Non-Final OA — Pending Jan 10, 2025
19006839 SYSTEMS AND METHODS FOR REDUCING MOBILE DEVICE USAGE BY A DRIVER OF A VEHICLE DETWEILER, JAMES M 3622 §101§103§112 Non-Final OA — Pending Dec 31, 2024
18958545 SYSTEMS AND METHODS FOR CREATING PERSONALIZED TRANSIT GUIDES NEWLON, WILLIAM D 3696 §101 Non-Final OA 39d Pending Nov 25, 2024
18943423 VEHICULAR TELEMATIC SYSTEMS AND METHODS FOR GENERATING INTERACTIVE ANIMATED GUIDED USER INTERFACES PEREN, VINCENT ROBERT 2617 §102§103Other Non-Final OA — Pending Nov 11, 2024
18940353 SYSTEMS AND METHODS FOR VERIFYING RELIABILITY OF SENSOR DATA RECEIVED FROM MOBILE DEVICES SHAH, TANMAY K 2632 DP Non-Final OA — Pending Nov 07, 2024
18934825 SYSTEM AND METHOD FOR IMPROVING COMPRESSION OF PREDICTIVE MODELS JEANGLAUDE, JEAN BRUNER 2845 DP Non-Final OA — Pending Nov 01, 2024
18822703 AUTOMATED TRACKING OF VEHICLE OPERATION AND SYNCHRONIZED MEDIA DELIVERY PHUONG, DAI 2644 §102§103Other Non-Final OA — Pending Sep 03, 2024
18820910 SYSTEMS AND METHODS FOR CLASSIFYING A VEHICULAR TRIP AS FOR PERSONAL USE OR FOR WORK BASED UPON SIMILARITY IN OPERATION FEATURES RINES, ROBERT D 3625 §101 Final Rejection — Pending Aug 30, 2024
18770025 REWARDS LEDGER FOR REGULATORY-COMPLIANT REWARDS TRACKING POUNCIL, DARNELL A 3622 §101 Final Rejection 14d Pending Jul 11, 2024
18751636 SYSTEM AND METHOD FOR PROVIDING GAMING INTERFACES TO TEST DRIVING-RELATED COGNITIVE FUNCTIONS GEBREMICHAEL, BRUK A 3715 §103 Final Rejection 40d Pending Jun 24, 2024
18216183 SYSTEMS AND METHODS FOR IDENTIFYING DISTRACTED DRIVING EVENTS USING UNSUPERVISED CLUSTERING DUONG, HIEN LUONGVAN 2147 §103Other Final Rejection — Pending Jun 29, 2023
18066032 MANAGING VEHICLE OPERATOR PROFILES BASED ON TELEMATICS INFERENCES VIA AN AUCTION TELEMATICS MARKETPLACE WITH AWARD PROTOCOLS ANDERSON, FOLASHADE 3623 §101 Final Rejection — Pending Dec 14, 2022
18051635 AUDIO ASSESSMENT FOR ANALYZING SLEEP TRENDS USING MACHINE LEARNING TECHNIQUES HOUGH, JESSANDRA F 3796 §101§112DP Non-Final OA 29d Pending Nov 01, 2022
17930431 SYSTEMS AND METHODS FOR GENERATING AND UPDATING A VALUE OF PERSONAL POSSESSIONS OF A USER FOR INSURANCE PURPOSES MILLER, JAMES H 3694 §101 Final Rejection 13d Pending Sep 08, 2022

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Frequently Asked Questions

How many pending USPTO office actions does Quanata LLC have?

Quanata LLC has 20 pending office actions as of October 2026, spread across 16 art units and 20 examiners.

Which USPTO examiner handles the most Quanata LLC applications?

Rajsheed O Black-Childress has the most, with 1 of Quanata LLC's pending office actions.

What technology area are Quanata LLC's patent applications in?

Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.

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