Prosecution Insights
Last updated: October 04, 2026

Sprinkle Ip Law Group

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

35 pending office actions • 16 clients • 34 examiners • 21 art units • 0 of 35 (0%) have an AI response strategy ready • 47 patents granted in the last 365 days

Analysis

Sprinkle IP Law Group manages 2472 career applications in the Transportation, E-Commerce & Mechanical Systems technology area. The firm has a resolved allowance rate pct of 89.33. Its prosecution history includes an avg office actions per allowance of 3.49.

There are 31 pending office actions currently active. The 89.33 resolved allowance rate pct for its 2472 career applications reflects the firm's historical performance. An avg office actions per allowance of 3.49 provides a benchmark for the examination cycle 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=2472 apps, methodology: how we score firms)

89.3%
Allowance Rate
n=2472
+0.59σ
Allowance Rate (norm)
n=2472
3.5
OAs to Allowance
n=1473
-0.02σ
OAs to Allow (norm)
n=1473
1044 days
Time to Allowance
n=1473
+9.0pp
Interview Lift
n=2472
34.6%
RCE Rate
n=2472
1.4%
Appeal Rate
n=2472

Rejection Performance (% of received rejections ultimately overcome)

83.2%
§101 Overcome
n=369
86.6%
§102 Overcome
n=487
86.7%
§103 Overcome
n=916
87.9%
§112 Overcome
n=486

Specialization & Scale

G06F, H04L, G06Q
Top CPC Subclasses
45%
Top-3 CPC Share
n=2472
5
Practitioners
n=2472
494.4
Apps / Practitioner
n=2472

Portfolio Summary

35
Total Pending OAs
16
Non-Final OAs
19
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 16 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

10
Overdue
0
Due this week
4
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. 16 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (10)Due ≤ 30 days (4)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.

23
Hard (66%)
11
Medium (31%)
1
Easy (3%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only7 (20%)
§101 + other12 (34%)
§103 only10 (29%)
Double-patenting only1 (3%)
Double-patenting + other1 (3%)
Multi-statute (no §101)4 (11%)

Industry Mix

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

1
Life Sciences
3% of docket
11
Information Tech
31% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
18
Mechanical / Eng
51% of docket
5
Business / Other
14% 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.

350 h
Manual time on pending OAs
70 h
Time saved (low, 20%)
122 h
Time saved (mid, 35%)
3.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
MASSAD, ABE L 2 56.5% +65.8%
PHAM, TUAN A 1 83.6% +27.0%
RIVERS, LINDSEY RAE 1 64.1% +56.9%
TIEDEMAN, JASON S 1 28.5% +34.9%
GO, JOHN PHILIP 1 34.1% +43.1%
UDDIN, MOHAMMED R 1 78.0% +30.0%
IQBAL, MUSTAFA 1 46.7% +25.8%
BROWN, SARA GRACE 1 29.2% +33.2%
WASAFF, JOHN S. 1 33.8% +44.0%
YANG, WEI WEN 1 81.9% +11.5%

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
19240438 SYSTEM AND METHOD OF AI ASSISTED SEARCH PHAM, TUAN A —
18960855 SYSTEMS AND METHODS FOR COMPUTER VISION BASED SECURITY USING KNOWLEDGE NETWORKS YANG, WEI WEN —

Hard Cases (23)

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
18395044 SYSTEMS AND METHODS FOR DETERMINING MEDIA CREATIVE ATTRIBUTION FOR APPLICATION DOWNLOAD OR INSTALLATION OSMAN BILAL AHMED, AFAF 49d overdue
18617706 Web Page Password Capture and Evaluation ZARKA, DAVID PETER 22d overdue
19012843 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE BASED GEOPOLITICAL RISK ASSESSMENT AND ALERTING BROWN, SARA GRACE 16d overdue
18818998 SYSTEM AND METHOD FOR DEALER EVALUATION AND DEALER NETWORK OPTIMIZATION USING SPATIAL AND GEOGRAPHIC ANALYSIS IN A NETWORK OF DISTRIBUTED COMPUTER SYSTEMS TORRICO-LOPEZ, ALAN 5d overdue
18303425 SYSTEM AND METHOD FOR USE OF GRAPH NEURAL NETWORKS IN IDENTITY MANAGEMENT ARTIFICIAL INTELLIGENCE SYSTEMS ZENG, WENWEI 5d overdue
18438115 SYSTEMS AND METHODS FOR DISPLAYING, ANALYZING, AND ACTIONING AGGREGATED DATA FROM HETEROGENOUS COMMUNICATIONS PLATFORMS EL-HAGE HASSAN, ABDALLAH A 2d overdue
18468454 COLLUSION DETECTION USING MACHINE LEARNING AND SEPARATION OF DUTIES (SOD) RULES OBAID, HAMZEH M 14d
15582301 DATA SYSTEM FOR ADAPTIVE INCENTIVE ALLOCATION IN AN ONLINE NETWORKED ENVIRONMENT FEACHER, LORENA R 27d

Interview Candidates (11)

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
19012843 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE BASED GEOPOLITICAL RISK ASSESSMENT AND ALERTING BROWN, SARA GRACE 16d overdue
18275260 CAMBERED WINDOW AND DOOR SCREENS MASSAD, ABE L 8d overdue
17516683 Screen Installation Improvements MASSAD, ABE L 2d overdue
19184935 SYSTEMS AND METHODS FOR QUERY TERM ANALYTICS UDDIN, MOHAMMED R 28d
19240438 SYSTEM AND METHOD OF AI ASSISTED SEARCH PHAM, TUAN A —
19236553 HALF PIPE CANNULA AND METHODS OF MANUFACTURING AND USING HALF PIPE CANNULA RIVERS, LINDSEY RAE —
19221351 CLINICAL SUMMARY SYSTEMS AND METHODS TIEDEMAN, JASON S —
19221306 SYSTEMS AND METHODS FOR PATIENT STATUS PREDICTION GO, JOHN PHILIP —

Client Portfolio (16 clients)

Top Art Units

Art UnitApps
36255
36213
24342
36242
36342
21631
36811
21611
36291
24971

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19240438 SYSTEM AND METHOD OF AI ASSISTED SEARCH Jumptuit, Inc. PHAM, TUAN A 2163 §103Other Final Rejection — Pending Jun 17, 2025
19236553 HALF PIPE CANNULA AND METHODS OF MANUFACTURING AND USING HALF PIPE CANNULA Hybrid Cannula LP RIVERS, LINDSEY RAE §102§103 Non-Final OA — Pending Jun 12, 2025
19221351 CLINICAL SUMMARY SYSTEMS AND METHODS Iodine Software, LLC TIEDEMAN, JASON S §101§103§112 Non-Final OA — Pending May 28, 2025
19221306 SYSTEMS AND METHODS FOR PATIENT STATUS PREDICTION Iodine Software, LLC GO, JOHN PHILIP 3681 §101§103 Final Rejection — Pending May 28, 2025
19184935 SYSTEMS AND METHODS FOR QUERY TERM ANALYTICS Proofpoint, Inc. UDDIN, MOHAMMED R 2161 §103§112 Final Rejection 28d Pending Apr 21, 2025
19087097 SYSTEMS AND METHODS FOR DETERMINING LIFETIME VALUE OF WEBSITE VISITOR THROUGH MACHINE LEARNING TrueCar, Inc. IQBAL, MUSTAFA 3625 §101§103 Non-Final OA — Pending Mar 21, 2025
19012843 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE BASED GEOPOLITICAL RISK ASSESSMENT AND ALERTING Jumptuit Finance, Inc. BROWN, SARA GRACE 3625 §101§103 Final Rejection 16d overdue Pending Jan 07, 2025
18970568 SYSTEMS AND METHODS FOR TRANSFORMATION OF RAW DATA TO ACTIONABLE DATA TrueCar, Inc. WASAFF, JOHN S. 3629 §101DP Non-Final OA — Pending Dec 05, 2024
18960855 SYSTEMS AND METHODS FOR COMPUTER VISION BASED SECURITY USING KNOWLEDGE NETWORKS Q2 Software, Inc. YANG, WEI WEN §103 Non-Final OA — Pending Nov 26, 2024
18915395 File operation policy enforcement Sailpoint Technologies, Inc. ANKRUM, ALEC CHRISTOPHER 2434 §103 Final Rejection — Pending Oct 15, 2024
18914179 Interactive Security Orchestration Sailpoint Technologies, Inc. STEINLE, ANDREW J 2497 §103 Final Rejection 19d overdue Pending Oct 13, 2024
18909936 AERODYNAMIC BICYCLE RIM AND WHEEL Hed Cycling Products, Inc. KOTTER, KIP T DP Non-Final OA — Pending Oct 08, 2024
18888709 System and Method for Automated Generation of Access Descriptions for Identity Governance and Administration (IGA) Sailpoint Technologies, Inc. MCFARLAND-BARNES, KELAH JANAE 2431 §103§112 Non-Final OA — Pending Sep 18, 2024
18826947 SYSTEMS AND METHODS FOR DATA-DRIVEN SECURE AND SAFE COMPUTING Beyond Semiconductor, D.O.O. JEUDY, JOSNEL 2438 §103DP Final Rejection 3d overdue Pending Sep 06, 2024
18818998 SYSTEM AND METHOD FOR DEALER EVALUATION AND DEALER NETWORK OPTIMIZATION USING SPATIAL AND GEOGRAPHIC ANALYSIS IN A NETWORK OF DISTRIBUTED COMPUTER SYSTEMS TrueCar, Inc. TORRICO-LOPEZ, ALAN 3625 §101Other Final Rejection 5d overdue Pending Aug 29, 2024
18810249 SYSTEM AND METHOD FOR DETERMINING AND PRESENTING CROSS-MAKE AND CROSS-SEGMENT VEHICLE RECOMMENDATIONS TrueCar, Inc. ASHRAF, WASEEM 3621 §101 Non-Final OA — Pending Aug 20, 2024
18809064 SYSTEMS AND METHODS FOR SEMANTIC SEARCH SCOPING Cs Disco, Inc. PEACH, POLINA G 2165 §103 Non-Final OA — Pending Aug 19, 2024
18759373 System and Method for Disambiguating Data to Improve Analysis of Electronic Content Theta Lake, Inc. MCINTOSH, ANDREW T §101§103Other Non-Final OA — Pending Jun 28, 2024
18617706 Web Page Password Capture and Evaluation Sailpoint Technologies, Inc. ZARKA, DAVID PETER 2449 §103§112 Non-Final OA 22d overdue Pending Mar 27, 2024
18438115 SYSTEMS AND METHODS FOR DISPLAYING, ANALYZING, AND ACTIONING AGGREGATED DATA FROM HETEROGENOUS COMMUNICATIONS PLATFORMS Theta Lake, Inc. EL-HAGE HASSAN, ABDALLAH A 3623 §101 Non-Final OA 2d overdue Pending Feb 09, 2024
18395044 SYSTEMS AND METHODS FOR DETERMINING MEDIA CREATIVE ATTRIBUTION FOR APPLICATION DOWNLOAD OR INSTALLATION Tatari, Inc. OSMAN BILAL AHMED, AFAF 3622 §101 Final Rejection 49d overdue Pending Dec 22, 2023
18472149 TIME-BASED INSURANCE NextCar Holding Company, Inc. PATEL, AMIT HEMANTKUMAR 3696 §101 Non-Final OA — Pending Sep 21, 2023
18468454 COLLUSION DETECTION USING MACHINE LEARNING AND SEPARATION OF DUTIES (SOD) RULES Sailpoint Technologies, Inc. OBAID, HAMZEH M 3624 §101§102§103 Final Rejection 14d Pending Sep 15, 2023
18241662 SYSTEMS, DEVICES AND METHODS FOR AUTHENTICATION AND AUTHORIZATION TO PROVIDE ADAPTIVE ACCESS TO RESOURCES Sailpoint Technologies, Inc. HAILU, TESHOME 2434 §103 Final Rejection — Pending Sep 01, 2023
18456560 SYSTEM AND METHOD FOR DETERMINATION OF COMMON OR UNIQUE ACCESS ITEMS IN IDENTITY MANAGEMENT ARTIFICIAL INTELLIGENCE SYSTEMS Sailpoint Technologies, Inc. CHANG, TOM Y 2455 §103Other Final Rejection — Pending Aug 28, 2023
18275260 CAMBERED WINDOW AND DOOR SCREENS Rs Flexscreen, LLC MASSAD, ABE L 3634 §103 Final Rejection 8d overdue Pending Aug 01, 2023
18036850 ARTIFICIAL TURF SYSTEM COMPRISING HYDROPHOBIC SAND Tarkett Sports Canada Inc. MCKINNON, LASHAWNDA T 1789 §103 Final Rejection 8d Pending May 12, 2023
18303425 SYSTEM AND METHOD FOR USE OF GRAPH NEURAL NETWORKS IN IDENTITY MANAGEMENT ARTIFICIAL INTELLIGENCE SYSTEMS Sailpoint Technologies, Inc. ZENG, WENWEI 2146 §101§103 Final Rejection 5d overdue Pending Apr 19, 2023
18069756 SELF-CONSISTENT INCEPTION ARCHITECTURE FOR EFFICIENT BASELINING MEDIA CREATIVES Tatari, Inc. PATEL, DIPEN M 3621 §101 Non-Final OA — Pending Dec 21, 2022
18077644 SYSTEMS AND METHODS FOR SYSTEM-WIDE GRANULAR ACCESS RISK MANAGEMENT Sailpoint Technologies, Inc. SCHEUNEMANN, RICHARD N 3624 §101§103 Final Rejection — Pending Dec 08, 2022
17851612 SYSTEM AND METHOD FOR COMPARING ENTERPRISE PERFORMANCE USING INDUSTRY CONSUMER DATA IN A NETWORK OF DISTRIBUTED COMPUTER SYSTEMS TrueCar, Inc. PADOT, TIMOTHY 3625 §101 Non-Final OA — Pending Jun 28, 2022
17516683 Screen Installation Improvements Rs Flexscreen, LLC MASSAD, ABE L 3634 §103 Non-Final OA 2d overdue Pending Nov 01, 2021
16565970 METHOD AND SYSTEM FOR SELECTION, FILTERING OR PRESENTATION OF AVAILABLE SALES OUTLETS TrueCar, Inc. SITTNER, MICHAEL J 3621 §101§103 Final Rejection 35d Pending Sep 10, 2019
16433521 SYSTEM AND METHOD FOR ANALYSIS AND PRESENTATION OF USED VEHICLE PRICING DATA TrueCar, Inc. VETTER, DANIEL 3628 §101§112 Final Rejection 34d Pending Jun 06, 2019
15582301 DATA SYSTEM FOR ADAPTIVE INCENTIVE ALLOCATION IN AN ONLINE NETWORKED ENVIRONMENT TrueCar, Inc. FEACHER, LORENA R 3625 §101§112 Final Rejection 27d Pending Apr 28, 2017

Managing Sprinkle Ip Law Group'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