Prosecution Insights
Last updated: July 17, 2026

Marshall, Gerstein & Borun LLP (State Farm)

107 pending office actions • 2 clients • 95 examiners • 49 art units • 0 of 107 (0%) have an AI response strategy ready • 115 patents granted in the last 365 days

Quality Metrics (n=2641 apps, methodology: how we score firms)

94.6%
Allowance Rate
n=2641
+0.87σ
Allowance Rate (norm)
n=2641
4.4
OAs to Allowance
n=1496
+0.14σ
OAs to Allow (norm)
n=1496
870 days
Time to Allowance
n=1496
-4.6pp
Interview Lift
n=2641
48.7%
RCE Rate
n=2641
1.3%
Appeal Rate
n=2641

Rejection Performance (% of received rejections ultimately overcome)

75.0%
§101 Overcome
n=308
83.7%
§102 Overcome
n=129
81.2%
§103 Overcome
n=1004
89.8%
§112 Overcome
n=118

Specialization & Scale

G06Q, G06F, H04L
Top CPC Subclasses
33%
Top-3 CPC Share
n=2641
0
Practitioners
n=2641
Apps / Practitioner
n=2641 (min 20)

Portfolio Summary

107
Total Pending OAs
50
Non-Final OAs
55
Final Rejections
2
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 49 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

21
Overdue
2
Due this week
9
Due this month
9
Due in next 60 days
8
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. 49 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (21)Due ≤ 7 days (2)Due ≤ 30 days (9)Due ≤ 60 days (9)Due later (8)

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 (21%)
61
Medium (57%)
8
Easy (7%)
15
Unknown (14%)

Rejection Statute Mix

BucketCases
§101 only23 (21%)
§103 only57 (53%)
§102 only4 (4%)
§112 only1 (1%)
Double-patenting only7 (7%)
No statute on record15 (14%)

Industry Mix

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

0
Life Sciences
0% of docket
17
Information Tech
16% of docket
11
Communications
10% of docket
3
Semiconductors
3% of docket
66
Mechanical / Eng
62% of docket
10
Business / Other
9% 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.

1,070 h
Manual time on pending OAs
214 h
Time saved (low, 20%)
374 h
Time saved (mid, 35%)
9.4 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
CHEN, SHELLEY 2 66.2% +21.0%
MONAGHAN, MICHAEL J 2 35.8% +55.5%
POINVIL, FRANTZY 2 79.2% +15.8%
ZENATI, AMAL S 2 79.7% +14.7%
HAILU, TADESSE 2 77.8% +3.9%
WASAFF, JOHN S. 2 33.4% +44.4%
DETWEILER, JAMES M 2 38.9% +43.2%
POND, ROBERT M 2 71.1% +42.3%
NEWLON, WILLIAM D 2 45.2% +29.0%
ARAQUE JR, GERARDO 2 9.6% +15.9%

Hard Cases (24)

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
18221132 SYSTEMS AND METHODS FOR ANALYZING VEHICLE SENSOR DATA VIA A BLOCKCHAIN JAMI, HARES 87d overdue
18242676 Techniques to Proactively Monitor and Initiate Communication System Updates Using Interactive Chat Machine Learning Models WEI, ZENGPU 73d overdue
18524395 Vehicle Identification Using Driver Profiles MACASIANO, MARILYN G 49d overdue
18416853 Methods and Systems for Generating, Maintaining, and Using Information Related to Vehicle Seats Stored on a Blockchain NANO, SARGON N 44d overdue
17978016 SYSTEMS AND METHODS FOR REFINING HOUSE CHARACTERISTIC DATA USING ARTIFICIAL INTELLIGENCE AND/OR OTHER TECHNIQUES ARAQUE JR, GERARDO 30d overdue
18136966 SYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF GIG-ECONOMY ACTIVITYSYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF GIG-ECONOMY ACTIVITY POINVIL, FRANTZY 19d overdue
18386968 MACHINE LEARNING PLATFORM FOR RECOMMENDING SAFE VEHICLE SEATS ARAQUE JR, GERARDO 17d overdue
18821249 USING HISTORICAL DATA FOR SUBROGATION ON A DISTRIBUTED LEDGER DUCK, BRANDON M 36d

Interview Candidates (18)

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
18530880 TELEMATICS SERVICE DETECTION AND ACTION MESSAGING BASED ON MACHINE LEARNING FOR ASSISTING CAR SHARING PLATFORM DETWEILER, JAMES M 72d overdue
17978016 SYSTEMS AND METHODS FOR REFINING HOUSE CHARACTERISTIC DATA USING ARTIFICIAL INTELLIGENCE AND/OR OTHER TECHNIQUES ARAQUE JR, GERARDO 30d overdue
18136966 SYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF GIG-ECONOMY ACTIVITYSYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF GIG-ECONOMY ACTIVITY POINVIL, FRANTZY 19d overdue
18386968 MACHINE LEARNING PLATFORM FOR RECOMMENDING SAFE VEHICLE SEATS ARAQUE JR, GERARDO 17d overdue
18111218 Extended Reality Methods and Systems for Handling Estate Dispositions WASAFF, JOHN S. 7d
18597450 GENERATION OF VEHICLE SUGGESTIONS BASED UPON DRIVER DATA POND, ROBERT M 26d
18597514 SYSTEMS AND METHODS FOR NEGOTIATING THE PURCHASE OF A VEHICLE USING A CHATBOT POND, ROBERT M 27d
17978059 APPARATUSES, SYSTEMS AND METHODS FOR GENERATING A BASE-LINE PROBABLE ROOF LOSS CONFIDENCE SCORE NEWLON, WILLIAM D 62d

Client Portfolio (2 clients)

Client (Assignee)Pending OAs
State Farm 106
State Farm Mutul Automobile Insurance Company 1

Top Art Units

Art UnitApps
362910
36936
36966
36264
36954
36944
36213
36883
36993
36923

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
18985435 Untitled State Farm Mutual Automobile Insurance Company POE, KEVIN T Non-Final OA Pending
19367566 Untitled State Farm Mutual Automobile Insurance Company HERRERA, MICHAEL J 3668 Non-Final OA Pending
19252262 SYSTEMS AND METHODS FOR PREDICTING OCCUPANT LOCATION BASED ON VEHICULAR COLLISION State Farm Mutual Automobile Insurance Company PECHE, JORGE O 3656 §101 Non-Final OA Pending Jun 27, 2025
19209467 MANUAL CONTROL RE-ENGAGEMENT IN AN AUTONOMOUS VEHICLE State Farm Mutual Automobile Insurance Company CHEN, SHELLEY §103 Non-Final OA Pending May 15, 2025
19190468 Assessing Driver Ability to Operate an Autonomous Vehicle State Farm Mutual Automobile Insurance Company LA, ANH V DP Non-Final OA Pending Apr 25, 2025
19175565 INTEGRATED WATER SHUT OFF VALVE CONTROL SYSTEM State Farm Mutual Automobile Insurance Company VENKATESAN, UMASHANKAR 3753 Non-Final OA Pending Apr 10, 2025
19063931 SYSTEMS AND METHODS FOR GENERATING A HOME SCORE FOR A USER State Farm Mutual Automobile Insurance Company MONAGHAN, MICHAEL J 3629 §101 Non-Final OA Pending Feb 26, 2025
19062584 SYSTEM AND METHOD FOR VIRTUAL INSPECTION OR A STRUCTURE State Farm Mutual Automobile Insurance Company POINVIL, FRANTZY Non-Final OA Pending Feb 25, 2025
19051401 TRAINING AND UTILIZING A MACHINE-LEARNING MODEL TO AUTOMATICALLY PREDICT AN IDENTITY OF A DRIVER BASED ON SEAT POSITION State Farm Mutual Automobile Insurance Company RORIE, ALYSSA N 3662 Non-Final OA Pending Feb 12, 2025
19049394 CHATBOT FOR REVIEWING SOCIAL MEDIA State Farm Mutual Automobile Insurance Company PATEL, CHIRAG R §103 Non-Final OA Pending Feb 10, 2025
19038379 System and Method for Transferring Preferences for Autonomous Driving State Farm Mutual Automobile Insurance Company LINHARDT, LAURA E 3663 Non-Final OA Pending Jan 27, 2025
19037070 EMERGENCY VEHICLE DETECTION AND AVOIDANCE SYSTEMS FOR AUTONOMOUS VEHICLES State Farm Mutual Automobile Insurance Company CHEUNG, MARY DA ZHI WANG 3665 DP Non-Final OA Pending Jan 24, 2025
19027340 HOME SCORES DETERMINED FROM INTERNAL AND EXTERNAL HOME DATA State Farm Mutual Automobile Insurance Company CHEN, WENREN 3626 §103 Non-Final OA Pending Jan 17, 2025
19027093 NEIGHBORHOOD HOME SCORES State Farm Mutual Automobile Insurance Company SUMMERS, KIERSTEN V 3626 §103 Final Rejection 79d Pending Jan 17, 2025
19013775 Systems and Methods for Using Hardware Transmitters to Improve Customer Service State Farm Mutual Automobile Insurance Company BARGEON, BRITTANY E Non-Final OA Pending Jan 08, 2025
18989886 SYSTEMS AND METHODS FOR A 3D HOME MODEL FOR REPRESENTATION OF PROPERTY State Farm Mutual Automobile Insurance Company GUO, XILIN §103 Non-Final OA Pending Dec 20, 2024
18985670 Call Review Tool for Intelligent Voice Interface State Farm Mutual Automobile Insurance Company ZENATI, AMAL S DP Non-Final OA Pending Dec 18, 2024
18981919 Systems and Methods of Building a Consistent Vehicle Data Repository State Farm Mutual Automobile Insurance Company CHISM, STEVEN R 3661 §101 Non-Final OA Pending Dec 16, 2024
18971126 METHODS OF FACILITATING EMERGENCY ASSISTANCE State Farm Mutual Automobile Insurance Company LAU, HOI CHING 2689 §103 Non-Final OA Pending Dec 06, 2024
18962872 SMART ESTIMATICS METHODS AND SYSTEMS State Farm Mutual Automobile Insurance Company MUSTAFA, MOHAMMED H 3693 §103 Final Rejection 34d Pending Nov 27, 2024
18932373 Intelligent Voice Interface for Handling Out-of-Context Dialog State Farm Mutual Automobile Insurance Company ZENATI, AMAL S DP Non-Final OA Pending Oct 30, 2024
18922577 SYSTEMS AND METHODS FOR A 3D HOME MODEL FOR VISUALIZING PROPOSED CHANGES TO HOME State Farm Mutual Automobile Insurance Company NGUYEN, PHONG X 2617 DP Non-Final OA Pending Oct 22, 2024
18891426 CONNECTING USERS TO ENTITIES BASED ON RECOGNIZED OBJECTS State Farm Mutual Automobile Insurance Company HAILU, TADESSE 2174 Non-Final OA Pending Sep 20, 2024
18821249 USING HISTORICAL DATA FOR SUBROGATION ON A DISTRIBUTED LEDGER State Farm Mutual Automobile Insurance Company DUCK, BRANDON M 3693 §101 Non-Final OA 36d Pending Aug 30, 2024
18798238 System for Determining Road Slipperiness in Bad Weather Conditions State Farm Mutual Automobile Insurance Company CHEN, SHELLEY 3665 §103 Final Rejection 70d Pending Aug 08, 2024
18785875 VR ENVIRONMENT FOR ACCIDENT RECONSTRUCTION State Farm Mutual Automobile Insurance Company GRAY, RYAN M 2611 §103 Final Rejection 14d Pending Jul 26, 2024
18774347 SYSTEMS AND METHODS FOR MAINTAINING A DISTRIBUTED LEDGER PERTAINING TO SMART CONTRACTS State Farm Mutual Automobile Insurance Company JUNG, HENRY H 3695 §112 Final Rejection Pending Jul 16, 2024
18748822 AUTONOMOUS VEHICLE REMOTE DISABLEMENT State Farm Mutual Automobile Insurance Company BEAN, JARED C 3669 §103 Final Rejection 1d overdue Pending Jun 20, 2024
18744253 SYSTEMS AND METHODS FOR MAINTAINING A DISTRIBUTED LEDGER OF TRANSACTIONS PERTAINING TO AN AUTONOMOUS VEHICLE State Farm Mutual Automobile Insurance Company GAW, MARK H 3693 §101 Final Rejection Pending Jun 14, 2024
18735558 SYSTEMS AND METHODS FOR GENERATING A HOME SCORE FOR A USER State Farm Mutual Automobile Insurance Company GILKEY, CARRIE STRODER 3626 Non-Final OA 146d overdue Pending Jun 06, 2024
18732583 INSURANCE UNDERWRITING AND RE-UNDERWRITING IMPLEMENTING UNMANNED AERIAL VEHICLES (UAVS) State Farm Mutual Automobile Insurance Company NGUYEN, TIEN C 3694 DP Non-Final OA Pending Jun 03, 2024
18663871 ACCIDENT RECONSTRUCTION IMPLEMENTING UNMANNED AERIAL VEHICLES (UAVS) State Farm Mutual Automobile Insurance Company APPLE, KIRSTEN SACHWITZ 3693 §101 Final Rejection Pending May 14, 2024
18656848 HOME SCORE DETERMINATION BASED UPON PROPERTY, SAFETY, WEATHER, CONNECTIVITY AND/OR OTHER SUBSCORES State Farm Mutual Automobile Insurance Company EKECHUKWU, CHINEDU U 3695 §103 Final Rejection 19d overdue Pending May 07, 2024
18657506 IMPUTATION OF 3D DATA USING GENERATIVE ADVERSARIAL NETWORKS State Farm Mutual Automobile Insurance Company CHEN, FRANK S 2611 §103 Final Rejection 14d Pending May 07, 2024
18654979 USING MACHINE LEARNING TECHNIQUES TO CALCULATE DAMAGE OF VEHICLES INVOLVED IN AN ACCIDENT State Farm Mutual Automobile Insurance Company OYEBISI, OJO O 3695 DP Non-Final OA 21d Pending May 03, 2024
18644456 Blockchain Rideshare Data Aggregator Solution State Farm Mutual Automobile Insurance Company TSUI, WILSON W 2172 §103 Final Rejection Pending Apr 24, 2024
18643686 SYNCHRONIZING VEHICLE TELEMATICS DATA WITH INFRASTRUCTURE DATA PERTAINING TO A ROAD SEGMENT State Farm Mutual Automobile Insurance Company AYOTUNDE, AYODEJI O 2649 Non-Final OA Pending Apr 23, 2024
18631317 RECOMMENDATION SYSTEM TO REPLACE OR REPAIR AN EXISTING DEVICE TO IMPROVE A HOME SCORE State Farm Mutual Automobile Insurance Company WASAFF, JOHN S. 3629 §101 Final Rejection Pending Apr 10, 2024
18631275 RECOMMENDATION SYSTEM TO PURCHASE A NEW DEVICE TO IMPROVE A HOME SCORE State Farm Mutual Automobile Insurance Company ANDERSON, SCOTT C 3694 §102 Non-Final OA Pending Apr 10, 2024
18631375 MACHINE VISION AND/OR COMPUTER VISION SYSTEM TO PURCHASE A NEW DEVICE TO IMPROVE A HOME SCORE State Farm Mutual Automobile Insurance Company JACOB, WILLIAM J 3696 §103 Final Rejection Pending Apr 10, 2024
18631251 Ecosystem for Initiating an Action Following Occurrence of an Event State Farm Mutual Automobile Insurance Company CHANG, EDWARD 3696 §103 Final Rejection Pending Apr 10, 2024
18631346 RECOMMENDATION SYSTEM FOR UPGRADES OR SERVICES FOR A HOME TO IMPROVE A HOME SCORE State Farm Mutual Automobile Insurance Company DETWEILER, JAMES M 3621 §103 Non-Final OA Pending Apr 10, 2024
18601488 Systems and Methods for Monitoring and Analysis of Home Energy Use State Farm Mutual Automobile Insurance Company FREDERIKSEN, DAVID B 2858 §101 Final Rejection Pending Mar 11, 2024
18597514 SYSTEMS AND METHODS FOR NEGOTIATING THE PURCHASE OF A VEHICLE USING A CHATBOT State Farm Mutual Automobile Insurance Company POND, ROBERT M 3688 §103 Final Rejection 27d Pending Mar 06, 2024
18597450 GENERATION OF VEHICLE SUGGESTIONS BASED UPON DRIVER DATA State Farm Mutual Automobile Insurance Company POND, ROBERT M 3688 §103 Final Rejection 26d Pending Mar 06, 2024
18443614 SCRAPING EMAILS TO DETERMINE PATENTABLE IDEAS State Farm Mutual Automobile Insurance Company ELIAS, EARL L §103 Non-Final OA Pending Feb 16, 2024
18425409 ARTIFICIAL INTELLIGENCE SYSTEMS AND METHODS CONFIGURED TO PREDICT TEAM MANAGEMENT DECISIONS State Farm Mutual Automobile Insurance Company WALTON, CHESIREE A 3624 §103 Final Rejection Pending Jan 29, 2024
18416853 Methods and Systems for Generating, Maintaining, and Using Information Related to Vehicle Seats Stored on a Blockchain State Farm Mutual Automobile Insurance Company NANO, SARGON N 2443 §101 Final Rejection 44d overdue Pending Jan 18, 2024
18396121 SYSTEMS AND METHODS FOR BUILDING AND UTILIZING AN AUTONOMOUS VEHICLE- RELATED EVENT BLOCKCHAIN State Farm Mutual Automobile Insurance Company NEWLON, WILLIAM D 3696 §102 Final Rejection Pending Dec 26, 2023
18543760 SENSING PERIPHERAL HEURISTIC EVIDENCE, REINFORCEMENT, AND ENGAGEMENT SYSTEM State Farm Mutual Automobile Insurance Company BOLOURCHI, NADER 2631 §103 Final Rejection 36d overdue Pending Dec 18, 2023
18530880 TELEMATICS SERVICE DETECTION AND ACTION MESSAGING BASED ON MACHINE LEARNING FOR ASSISTING CAR SHARING PLATFORM State Farm Mutual Automobile Insurance Company DETWEILER, JAMES M 3621 §103 Final Rejection 72d overdue Pending Dec 06, 2023
18524395 Vehicle Identification Using Driver Profiles State Farm Mutual Automobile Insurance Company MACASIANO, MARILYN G 3622 §101 Final Rejection 49d overdue Pending Nov 30, 2023
18506422 METHOD AND SYSTEM FOR PROVIDING CUSTOMER-SPECIFIC INFORMATION State Farm Mutual Automobile Insurance Company PRATT, EHRIN LARMONT 3629 §103 Final Rejection 7d Pending Nov 10, 2023
18386968 MACHINE LEARNING PLATFORM FOR RECOMMENDING SAFE VEHICLE SEATS State Farm Mutual Automobile Insurance Company ARAQUE JR, GERARDO 3629 §101 Non-Final OA 17d overdue Pending Nov 03, 2023
18386961 MACHINE LEARNING PLATFORM FOR RECOMMENDING SAFE VEHICLE SEATS State Farm Mutual Automobile Insurance Company GIBSON-WYNN, KENNEDY ANNA 3688 §103 Final Rejection Pending Nov 03, 2023
18377148 SYSTEM AND METHOD FOR TRAINING EMPLOYEES State Farm Mutual Automobile Insurance Company HO, THOMAS Y 3624 §101 Non-Final OA Pending Oct 05, 2023
18242719 Systems and Methods for Creating an Interactive Knowledge Base Using Interactive Chat Machine Learning Models State Farm Mutual Automobile Insurance Company ALI, NAYMUR RAHMAN 2123 Non-Final OA Pending Sep 06, 2023
18462032 GENERATION OF CUSTOMIZED CODE State Farm Mutual Automobile Insurance Company HOLLY, JOHN H 3696 §103 Non-Final OA 70d Pending Sep 06, 2023
18242676 Techniques to Proactively Monitor and Initiate Communication System Updates Using Interactive Chat Machine Learning Models State Farm Mutual Automobile Insurance Company WEI, ZENGPU 2197 §101 Final Rejection 73d overdue Pending Sep 06, 2023
18242691 Techniques for Improving Automated Communication System Responses Using Interactive Chat Machine Learning Models State Farm Mutual Automobile Insurance Company ROY, SANCHITA 2146 Non-Final OA Pending Sep 06, 2023
18459360 Systems and Methods for Determining Health Statuses of Devices Within a Structure State Farm Mutual Automobile Insurance Company VELEZ-LOPEZ, MARIO M 2118 §103 Non-Final OA Pending Aug 31, 2023
18459378 Systems and Methods for Detecting Emergency Conditions Within Structures and Initiating Remediation Procedures State Farm Mutual Automobile Insurance Company EBERSMAN, BRUCE I 3693 §103 Final Rejection Pending Aug 31, 2023
18238779 ANALYSIS OF CUSTOMER DRIVER DATA State Farm Mutual Automobile Insurance Company STROUD, CHRISTOPHER 3621 §101 Non-Final OA 62d Pending Aug 28, 2023
18238241 Methods and Systems for Managing Transactions Associated with Vehicles Using a Distributed Ledger State Farm Mutual Automobile Insurance Company ROBINSON, AKIBA KANELLE 3628 §103 Final Rejection 49d Pending Aug 25, 2023
18238339 Systems and Methods for Minting Digital Assets Associated With User Achievements in a Distributed Network State Farm Mutual Automobile Insurance Company JONES, COURTNEY PATRICE 3699 §103 Final Rejection 23d Pending Aug 25, 2023
18234458 CHATBOT TO TRANSLATE FOR INSURANCE CUSTOMERS State Farm Mutual Automobile Insurance Company CHUANG, SU-TING 2146 Non-Final OA Pending Aug 16, 2023
18231404 TECHNOLOGY FOR REAL-TIME DETECTION AND MITIGATION OF REMOTE VEHICLE ANOMALOUS BEHAVIOR State Farm Mutual Automobile Insurance Company SHERWIN, RYAN W 2688 §103 Non-Final OA 41d Pending Aug 08, 2023
18221132 SYSTEMS AND METHODS FOR ANALYZING VEHICLE SENSOR DATA VIA A BLOCKCHAIN State Farm Mutual Automobile Insurance Company JAMI, HARES 2164 §101 Final Rejection 87d overdue Pending Jul 12, 2023
18216035 Generative Artificial Intelligence for Abnormal Network Traffic Detection State Farm Mutual Automobile Insurance Company MIAN, MOHAMMAD YOU A 2457 §103 Non-Final OA Pending Jun 29, 2023
18216346 Generative Artificial Intelligence as an Automated Investment Advising System State Farm Mutual Automobile Insurance Company PARK, YONG S 3694 §103 Final Rejection 32d overdue Pending Jun 29, 2023
18216226 Generative Artificial Intelligence for Privacy Inspection and Enforcement of Unstructured Data State Farm Mutual Automobile Insurance Company JAKOVAC, RYAN J 2445 §103 Non-Final OA 24d overdue Pending Jun 29, 2023
18330182 SYSTEMS AND METHODS FOR DETECTING ANOMALOUS WATER USAGE State Farm Mutual Automobile Insurance Company O'SHEA, BRENDAN S 3626 §103 Non-Final OA 55d Pending Jun 06, 2023
18202345 CHIMNEY SENSING AND FIRE SAFETY State Farm Mutual Automobile Insurance Company FARINA, MICHAEL VINCENT 2115 §103 Non-Final OA 30d overdue Pending May 26, 2023
18201604 CHATBOT TO RECEIVE FIRST NOTICE OF LOSS State Farm Mutual Automobile Insurance Company MAHMUD, GOLAM 2458 §103 Final Rejection 28d overdue Pending May 24, 2023
18200272 Systems and Methods for Detecting or Predicting Water Damage Within a Structure State Farm Mutual Automobile Insurance Company SHOHATEE, IBRAHIM NAGI 2857 §103 Final Rejection 17d overdue Pending May 22, 2023
18200279 Systems and Methods for Monitoring Water Usage in a Structure State Farm Mutual Automobile Insurance Company SUN, XIUQIN 2857 §102 Final Rejection 18d overdue Pending May 22, 2023
18198629 CUSTOMIZABLE PRESENTATION FOR WALKING A CUSTOMER THROUGH AN INSURANCE CLAIMS EXPERIENCE State Farm Mutual Automobile Insurance Company PUTTAIAH, ASHA 3691 §103 Final Rejection 85d Pending May 17, 2023
18196179 METHODS AND SYSTEMS FOR PRE-PROCESSING SIGNATURE DATA State Farm Mutual Automobile Insurance Company SALEH, ZAID MUHAMMAD 2668 Non-Final OA Pending May 11, 2023
18142766 PROVIDING DATA ASSOCIATED WITH INSURED LOSSES State Farm Mutual Automobile Insurance Company NGUYEN, LIZ P 3696 §101 Non-Final OA Pending May 03, 2023
18136966 SYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF GIG-ECONOMY ACTIVITYSYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF GIG-ECONOMY ACTIVITY State Farm Mutual Automobile Insurance Company POINVIL, FRANTZY 3693 §101 Final Rejection 19d overdue Pending Apr 20, 2023
18134972 SYSTEMS AND METHODS FOR GENERATING GRAPHICAL USER INTERFACES RELATING TO DETERMINED PARAMETRIC EVENTS State Farm Mutual Automobile Insurance Company BORLINGHAUS, JASON M 3692 §103 Final Rejection 30d Pending Apr 14, 2023
18134964 SYSTEMS AND METHODS FOR GENERATING A SMART CONTRACT FOR A PARAMETRIC EVENT BASED UPON VEHICLE DATA State Farm Mutual Automobile Insurance Company ASGARI, SIMA 3698 §103 Final Rejection 26d overdue Pending Apr 14, 2023
18134961 SYSTEMS AND METHODS FOR GENERATING A SMART CONTRACT FOR A PARAMETRIC EVENT State Farm Mutual Automobile Insurance Company LEE, CLAY C 3699 §103 Final Rejection 34d Pending Apr 14, 2023
18134968 SYSTEMS AND METHODS FOR GENERATING A SMART CONTRACT FOR A PARAMETRIC EVENT USING MACHINE LEARNING ALGORITHMS State Farm Mutul Automobile Insurance Company ASGARI, SIMA 3698 §103 Final Rejection Pending Apr 14, 2023
18187607 NFTs as a Backup/Restore Option State Farm Mutual Automobile Insurance Company DORAISWAMY, RANJIT P 2166 §103 Final Rejection 43d overdue Pending Mar 21, 2023
18124434 INSURANCE FOR METAVERSE ITEMS State Farm Mutual Automobile Insurance Company HAMILTON, SARA CHANDLER 3695 §103 Non-Final OA Pending Mar 21, 2023
18187622 Warranty NFTs State Farm Mutual Automobile Insurance Company MONTALVO, CARLOS FERNANDO 3629 §103 Non-Final OA 71d Pending Mar 21, 2023
18187631 Medical Data Non-Fungible Tokens (NFTs) State Farm Mutual Automobile Insurance Company MONTALVO, CARLOS FERNANDO 3629 §103 Non-Final OA 27d Pending Mar 21, 2023
18124485 DIGITAL INVENTORY VIA NFTS OF INSURED ITEMS State Farm Mutual Automobile Insurance Company TURK, BROCK E 3692 §103 Non-Final OA Pending Mar 21, 2023
18124182 SECURE VIRTUAL MALLS State Farm Mutual Automobile Insurance Company POLLOCK, GREGORY A 3691 §101 Final Rejection Pending Mar 21, 2023
18124467 INSURING NFTS State Farm Mutual Automobile Insurance Company SHAH, BHAVIN D 3694 §101 Final Rejection Pending Mar 21, 2023
18114811 Generating Synthetic Representatives in the Metaverse State Farm Mutual Automobile Insurance Company HAILU, TADESSE 2174 §103 Final Rejection 60d Pending Feb 27, 2023
18113269 Systems and Methods for Preventing Cracks in Home Foundation State Farm Mutual Automobile Insurance Company TRAN, VINCENT HUY 2115 §103 Final Rejection 38d overdue Pending Feb 23, 2023
18111214 Extended Reality Methods and Systems for Obtaining Estate Data State Farm Mutual Automobile Insurance Company MONAGHAN, MICHAEL J 3629 §101 Final Rejection Pending Feb 17, 2023
18111218 Extended Reality Methods and Systems for Handling Estate Dispositions State Farm Mutual Automobile Insurance Company WASAFF, JOHN S. 3629 §103 Non-Final OA 7d Pending Feb 17, 2023
18111509 Detecting and Mitigating Local Individual Driver Anomalous Behavior State Farm Mutual Automobile Insurance Company DAVIS, JERROD I 3656 §103 Non-Final OA Pending Feb 17, 2023
17980193 Systems and Methods for Data Management of Durable Assets State Farm Mutual Automobile Insurance Company KING, DAVIDA LEE 3699 §103 Final Rejection 70d Pending Nov 03, 2022
17980201 Systems and Methods for Managing Access to Confidential Data State Farm Mutual Automobile Insurance Company MAI, KEVIN S 2499 §103 Final Rejection 30d Pending Nov 03, 2022
17979729 Using Connected Vehicles as Secondary Data Sources to Confirm Weather Data and Triggering Events State Farm Mutual Automobile Insurance Company SCHNEIDER, PAULA LYNN 3668 §103 Final Rejection Pending Nov 02, 2022
17978059 APPARATUSES, SYSTEMS AND METHODS FOR GENERATING A BASE-LINE PROBABLE ROOF LOSS CONFIDENCE SCORE State Farm Mutual Automobile Insurance Company NEWLON, WILLIAM D 3696 §101 Final Rejection 62d Pending Oct 31, 2022
17978016 SYSTEMS AND METHODS FOR REFINING HOUSE CHARACTERISTIC DATA USING ARTIFICIAL INTELLIGENCE AND/OR OTHER TECHNIQUES State Farm Mutual Automobile Insurance Company ARAQUE JR, GERARDO 3629 §102 Final Rejection 30d overdue Pending Oct 31, 2022
17973099 Systems and Methods for Generating a Home Score for a User Using a Home Score Component Model State Farm Mutual Automobile Insurance Company ZEENDER, FLORIAN M 3627 §101 Final Rejection Pending Oct 25, 2022
17870081 Intelligent Voice Interface as a Personal or Social Network Entity State Farm Mutual Automobile Insurance Company TENGBUMROONG, NATHAN NARA 2654 §103 Final Rejection Pending Jul 21, 2022
17707474 Blockchain Homeshare Data Aggregator Solution State Farm Mutual Automobile Insurance Company EDMONDS, DONALD J 3629 §101 Final Rejection Pending Mar 29, 2022
17701316 SYSTEMS AND METHODS FOR IMPROVED ASSISTED OR INDEPENDENT LIVING ENVIRONMENTS State Farm Mutual Automobile Insurance Company PHAM, THIERRY L 2654 §103 Non-Final OA 40d Pending Mar 22, 2022
17563191 METHOD AND SYSTEM FOR CONFIDENTIAL SENTIMENT ANALYSIS State Farm Mutual Automobile Insurance Company SHAIKH, ZEESHAN MAHMOOD 2658 §103 Final Rejection Pending Dec 28, 2021
17465088 System, Method, and Computer-Readable Medium for Comparing Automatically Determined Crash Information to Historical Collision Data to Estimate Repair Costs State Farm Mutual Automobile Insurance Company JAMES, GREGORY MARK 3692 Other Non-Final OA 46d Pending Sep 02, 2021

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