USPTO Art Unit 2143 Prosecution Statistics

Art Unit Information

Art Unit: 2143
Group: 2140
Tech Center: 2100
Total Cases: 5,148
Last Active: May 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19196588AUTONOMOUS PROCESS EXECUTION FOR LARGE LANGUAGE MODEL FUNCTION BUTTONSMay 2025November 2025Allow720YesNo
18979585METHODS AND DEVICES FOR CONSTUCTING MULTI-DIMENSIONAL COUPLED VIBRATION IDENTIFICATION MODEL FOR ROLL SYSTEM OF STRIP MILLDecember 2024February 2025Allow200NoNo
18845007COMPLEX NETWORK COGNITION-BASED FEDERATED REINFORCEMENT LEARNING END-TO-END AUTONOMOUS DRIVING CONTROL SYSTEM, METHOD, AND VEHICULAR DEVICESeptember 2024June 2025Allow910YesNo
18798209PREVIEW ASSIGNED ROUTESAugust 2024December 2025Allow1630YesNo
18766038Convolution-Augmented Transformer ModelsJuly 2024April 2025Allow910YesNo
18755541ELECTRONIC PEN CARTRIDGE AND ELECTRONIC PENJune 2024February 2025Allow800YesNo
18753041METHODS AND SYSTEMS FOR CYBER-MONITORING AND VISUALLY DEPICTING CYBER-ACTIVITIESJune 2024September 2025Abandon1510NoNo
18736426PAGE DISPLAY METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCTJune 2024March 2025Allow920YesNo
18661807SLIDE BAR DISPLAY CONTROL DEVICE AND SLIDE BAR DISPLAY CONTROL METHODMay 2024July 2025Allow1410NoNo
18661170SYSTEM AND METHOD FOR AUTOMATED MULTIUSER INTERFACE CUSTOMIZATIONMay 2024October 2025Allow1810YesNo
18625713DYNAMICALLY EXPOSING REPETITIVELY USED DATA IN A USER INTERFACEApril 2024February 2026Allow2200YesNo
18609173SYSTEM AND METHOD FOR DISPLAYING CUSTOMIZED GRAPHIC CONTENT ON A GRAPHICAL USER INTERFACE OF A MOBILE DEVICEMarch 2024March 2025Allow1210YesNo
18602404CONTENT INTERACTION SYSTEM AND METHOD WITH PRESENCE DETECTION AND EMOTIONAL STATE DETERMINATION TO RECOMMEND A PIECE OF INTERACTIVE CONTENTMarch 2024December 2024Allow920NoNo
18601758COST PER SCENT SYSTEM AND METHODMarch 2024August 2024Allow610NoNo
18601559MACHINE LEARNING ENCODING SYSTEM AND METHOD FOR CONTENT INTERACTION SYSTEM AND METHODMarch 2024September 2024Allow610NoNo
18416168SYSTEM ARCHITECTURE FOR DYNAMICALLY RENDERING A CUSTOMIZED USER INTERFACE ON A MOBILE DEVICEJanuary 2024January 2025Allow1210YesNo
18406334IMPROVING THE ACCURACY OF TEST DATA OUTSIDE THE CLINICJanuary 2024April 2025Abandon1510NoNo
18403590COLLECTING AND SHARING LIVE VIDEO AND SCREEN FEEDS OF PARTICIPANTS IN A VIRTUAL COLLABORATION ROOMJanuary 2024April 2025Abandon1610NoNo
18391091MULTIPLE DATAPOINT FORMATS IN SPREADSHEETSDecember 2023June 2025Allow1710YesNo
18391520DOMAIN-SPECIFIC LANGUAGE INTERPRETER AND INTERACTIVE VISUAL INTERFACE FOR RAPID SCREENINGDecember 2023April 2024Allow410YesNo
18540360RADIOTHERAPY METHODS, SYSTEMS, AND WORKFLOW-ORIENTED GRAPHICAL USER INTERFACESDecember 2023December 2024Allow1210YesNo
18535832METHOD AND APPARATUS FOR IMAGE-BASED NAVIGATIONDecember 2023December 2025Allow2420YesNo
18525453ACCESS CARD WITH CONFIGURABLE RULESNovember 2023November 2025Allow2330YesNo
18521069Software Architecture and User Interface for Process VisualizationNovember 2023June 2024Allow700YesNo
18520062MESSAGE SELECTION METHOD, APPARATUS AND DEVICENovember 2023October 2024Allow1020YesNo
18519735AUGMENTING IMAGE CONTENT WITH SOUNDNovember 2023September 2025Allow2220YesNo
18520426USER INTERFACES FOR SHARING AN ACCOUNT WITH ANOTHER USER IDENTITYNovember 2023September 2025Allow2220YesNo
18512960LEARNING USER INTERFACENovember 2023March 2026Allow2830YesNo
18508919SYSTEM AND METHOD FOR UNDERSTANDING INFLUENCER REACH WITHIN AN AUGMENTED MEDIA INTELLIGENCE ECOSYSTEMNovember 2023July 2025Allow2010YesNo
18504001USER INTERFACES FOR MANAGING ACCESSORIESNovember 2023July 2025Allow2020YesNo
18386907SYSTEM AND METHOD FOR EMBEDDED COGNITIVE STATE METRIC SYSTEMNovember 2023July 2025Allow2020YesNo
18486771SYSTEMS AND METHODS FOR AUTOMATICALLY POPULATING INFORMATION IN A GRAPHICAL USER INTERFACE USING NATURAL LANGUAGE PROCESSINGOctober 2023October 2025Allow2420YesNo
18484862INFORMATION-AWARE GRAPH CONTRASTIVE LEARNINGOctober 2023September 2025Allow2320YesNo
18484872INFORMATION-AWARE GRAPH CONTRASTIVE LEARNINGOctober 2023September 2025Allow2320YesNo
18484851INFORMATION-AWARE GRAPH CONTRASTIVE LEARNINGOctober 2023September 2025Allow2320YesNo
18484787METHOD AND SYSTEM FOR DYNAMIC SELECTION OF APPLICATION DIALOG LAYOUT DESIGNOctober 2023March 2025Allow1710YesNo
18484832VIDEO DOMAIN ADAPTATION VIA CONTRASTIVE LEARNING FOR DECISION MAKINGOctober 2023June 2025Allow2010YesNo
18484826VIDEO DOMAIN ADAPTATION VIA CONTRASTIVE LEARNING FOR DECISION MAKINGOctober 2023June 2025Allow2010YesNo
18484839VIDEO DOMAIN ADAPTATION VIA CONTRASTIVE LEARNING FOR DECISION MAKINGOctober 2023June 2025Allow2010YesNo
18379003EFFICIENT CONTROL AND/OR LINKING OF SMART DEVICESOctober 2023July 2025Allow2210YesNo
18375223SYSTEM AND METHOD OF A MODULAR FRAMEWORK FOR CONFIGURATION AND REUSE OF WEB COMPONENTSSeptember 2023September 2025Abandon2430NoNo
18374371USER INTERFACE FOR AN AUTOMATED MASSAGE SYSTEM WITH BODY MODEL AND CONTROL OBJECTSeptember 2023September 2025Allow2440YesNo
18470390WORKFLOW SELECTIONSeptember 2023October 2025Allow2520NoNo
18461778RECOMMENDATION PLATFORM FOR SKILL DEVELOPMENTSeptember 2023May 2024Allow900YesNo
18459806RULE-BASED USER INTERFACE LAYOUT REARRANGEMENTSeptember 2023March 2025Abandon1920YesNo
18237186SYSTEM FOR TRANSFORMATION OF DATA STRUCTURES TO MAINTAIN DATA ATTRIBUTE EQUIVALENCY IN DIAGNOSTIC DATABASESAugust 2023September 2025Allow2510YesNo
18453016Playback Transfer in a Media Playback SystemAugust 2023August 2025Allow2420YesNo
18230819MACHINE LEARNING MODEL AUTOMATION OF USER INTERFACE TRANSFORMATIONAugust 2023November 2024Allow1510NoNo
18224509INTELLIGENT AUTOMATED ASSISTANT IN A MESSAGING ENVIRONMENTJuly 2023January 2026Allow3030YesNo
18352224COMPUTER-ASSISTED OR AUTONOMOUS DRIVING VEHICLES SOCIAL NETWORKJuly 2023March 2025Allow2010NoNo
18220785Devices, Methods, and Graphical User Interfaces for Manipulating User Interface Objects with Visual and/or Haptic FeedbackJuly 2023March 2025Allow2010YesNo
18346716GRAPHICAL USER INTERFACE SYSTEMJuly 2023July 2025Allow2550YesNo
18217046USER-INTERFACE SYSTEM FOR A LAUNDRY APPLIANCEJune 2023October 2024Allow1610YesNo
18344849MULTI-CHANNEL TOPIC ORCHESTRATORJune 2023May 2024Allow1110NoNo
18216336SYSTEMS AND METHODS FOR SHARING CONTENT EXTERNALLY FROM A GROUP-BASED COMMUNICATION PLATFORMJune 2023February 2026Abandon3240YesNo
18215614NATURAL LANGUAGE PROCESSING AND TEXT ANALYTICS FOR AUDIT TESTING WITH DOCUMENTATION PRIORITIZATION AND SELECTIONJune 2023March 2024Allow900YesNo
18338598Quantum-Classical Hybrid Learning System Using Optimal Transport Loss and Parameter Shift RulesJune 2023February 2026Allow3200YesNo
18207369VIRTUAL BUTTONS, METHODS, AND PROGRAM PRODUCTS FOR DYNAMICALLY DISPLAYING GIVEAWAY INFORMATIONJune 2023September 2024Allow1510YesNo
18206049ENABLING SECURE AUTO-FILLING OF INFORMATIONJune 2023June 2024Allow1310YesNo
18324789Notifications and Graphical User Interface for Applications in FoldersMay 2023August 2024Allow1520YesNo
18322775LEARNING USER INTERFACEMay 2023September 2025Allow2830YesNo
18253965VEHICLE-MOUNTED INFORMATION PROCESSING APPARATUS AND VEHICLE-MOUNTED INFORMATION PROCESSING METHOD FOR CONVERTING BETWEEN A VIRTUAL AND PHYSICAL ADDRESSMay 2023March 2026Allow3310YesNo
18199994METHOD, SYSTEM AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR GENERATING DESCRIPTION CODE OF USER INTERFACEMay 2023February 2024Allow900NoNo
18321667MACHINE LEARNING BASED SUPERVISED USER EXPERIENCE FOR AN APPLICATION MONITORED BY MULTIPLE SECONDARY APPLICATIONSMay 2023July 2025Allow2520YesNo
18200533ENABLING SECURE AUTO-FILLING OF INFORMATIONMay 2023March 2024Allow920YesNo
18320426MOBILE DEVICE AND METHODMay 2023June 2024Allow1320NoNo
18198865IMAGE CONTEXT AWARE MEDICAL RECOMMENDATION ENGINEMay 2023March 2024Allow1010NoNo
18197334SYSTEM AND METHOD FOR FLEXIBLE CONFIGURATION OF A CONTROLLING DEVICEMay 2023January 2024Allow900NoNo
18197632SYSTEM AND METHOD FOR SECURING A BROWSER AGAINST FONT USAGE FINGERPRINTINGMay 2023July 2024Allow1420YesNo
18316924ELECTRONIC PEN CARTRIDGE AND ELECTRONIC PENMay 2023March 2024Allow1000YesNo
18316651DETERMINING AND MANAGING SOCIAL INTERACTION OPTIONS IN SOCIAL NETWORKING ENVIRONMENTSMay 2023December 2025Allow3130YesNo
18144615DYNAMIC THUMBNAIL REPRESENTATION FOR A VIDEO PLAYLISTMay 2023November 2024Allow1920YesNo
18309802Data Insight Generation and PresentationApril 2023October 2024Abandon1810YesNo
18309491CROSS-CHANNEL CONFIGURABLE NAVIGATIONApril 2023September 2024Allow1700YesNo
18309027ADVANCES IN DATA PROVISIONING TO AID IN DATA INGESTION AND DATA MAPPING VIA SOFTWARE DATA PLATFORMApril 2023January 2025Abandon2120NoNo
18307836BAYESIAN CLASSIFICATION RECOGNITION SYSTEM BASED ON INDUSTRIAL PAAS PLATFORMApril 2023February 2026Allow3300YesNo
18140557Systems, Methods, and Graphical User Interfaces for Interacting with Augmented and Virtual Reality EnvironmentsApril 2023July 2025Allow2620YesNo
18138382METHOD FOR REAL TIME UPDATE OF FLY-THROUGH CAMERA PLACEMENTApril 2023January 2024Allow900YesNo
18138289SYSTEM AND METHOD FOR FLEXIBLE CONFIGURATION OF A CONTROLLING DEVICEApril 2023April 2024Allow1110NoNo
18138552GENERATING AND DISPLAYING CUSTOMIZED AVATARS IN MEDIA OVERLAYSApril 2023December 2023Allow800YesNo
18305100SYSTEMS AND METHODS TO FACILITATE TASK-SPECIFIC WORKSPACES FOR A COLLABORATION WORK MANAGEMENT PLATFORMApril 2023May 2025Abandon2420NoNo
18301685COMPUTER IMPLEMENTED METHOD AND APPARATUS FOR MANAGEMENT OF NON-BINARY PRIVILEGES IN A STRUCTURED USER ENVIRONMENTApril 2023March 2025Allow2320YesNo
18300914SYSTEM AND METHOD FOR MANAGING CARDIOVASCULAR RISK IN BREAST CANCER PATIENTSApril 2023March 2024Abandon1110NoNo
18300639METHOD FOR GENERATING A TREE DIAGRAM FROM A CAPITALIZATION TABLEApril 2023December 2024Allow2010NoNo
18299895GENERATING DYNAMIC USER SPECIFIC APPLICATION FUNCTION SETUP INTERFACESApril 2023September 2025Allow2910YesNo
18299336PLATFORM FOR CONSTRUCTING CUSTOM MODELSApril 2023July 2025Allow2830YesNo
18133310METHOD AND APPARATUS FOR CONTROLLING VIRTUAL OBJECT TO DROP VIRTUAL ITEM AND MEDIUMApril 2023September 2025Allow2920YesNo
18131946SYSTEM AND METHOD FOR FACILITATING SOCIAL SHOPPINGApril 2023October 2023Allow600YesNo
18296650INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD FOR SPECIFYING A CHANGED DISPLAY CONTENTApril 2023November 2025Allow3230NoNo
18129022VIRTUAL WHITEBOARD PLATFORM HAVING COMPACT USER SELECTION CONTROLSMarch 2023October 2025Allow3120NoNo
18127723SYSTEMS AND METHODS FOR TRANSLATION COMMENTS FLOWBACKMarch 2023February 2024Allow1010NoNo
18127307PRESENTING CONTENT RECEIVED FROM THIRD-PARTY RESOURCESMarch 2023April 2025Allow2520YesNo
18190953SYSTEMS AND METHODS FOR DISPLAYING VEHICLE INFORMATION FOR ON-DEMAND SERVICESMarch 2023April 2024Allow1320YesNo
18189762AUTOMATED VERSIONING AND EVALUATION OF MACHINE LEARNING WORKFLOWSMarch 2023October 2025Abandon3110NoNo
18189818CONCISENESS RECONSTRUCTION OF A CONTENT PRESENTATION VIA NATURAL LANGUAGE PROCESSINGMarch 2023February 2024Allow1110YesNo
18124693Dynamically Partitioning and Superseding DocumentsMarch 2023March 2024Abandon1210NoNo
18186479CONFIGURING SUBSCRIPTIONS FOR OBJECTS OF THIRD-PARTY APPLICATIONS INTEGRATED INTO A COMMUNICATION PLATFORMMarch 2023April 2025Allow2520YesNo
18123878USER INTERFACE CAMERA EFFECTSMarch 2023August 2024Allow1720YesNo
18186538ACCURATE AND EFFICIENT RECORDING OF USER EXPERIENCE, GUI CHANGES AND USER INTERACTION EVENTS ON A REMOTE WEB DOCUMENTMarch 2023January 2024Allow1010NoNo
18186471USER INTERFACE MODALITY SWITCHING FOR TRANSACTION MANAGEMENTMarch 2023November 2023Allow700YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2143.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
138
Examiner Affirmed
94
(68.1%)
Examiner Reversed
44
(31.9%)
Reversal Percentile
47.3%
Lower than average

What This Means

With a 31.9% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
486
Allowed After Appeal Filing
182
(37.4%)
Not Allowed After Appeal Filing
304
(62.6%)
Filing Benefit Percentile
78.2%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 37.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Strategic Recommendations

⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Art Unit 2143 - Prosecution Statistics Summary

Executive Summary

Art Unit 2143 is part of Group 2140 in Technology Center 2100. This art unit has examined 5,148 patent applications in our dataset, with an overall allowance rate of 60.7%. Applications typically reach final disposition in approximately 44 months.

Comparative Analysis

Art Unit 2143's allowance rate of 60.7% places it in the 16% percentile among all USPTO art units. This art unit has a significantly lower allowance rate than most art units at the USPTO.

Prosecution Patterns

Applications in Art Unit 2143 receive an average of 2.73 office actions before reaching final disposition (in the 91% percentile). The median prosecution time is 44 months (in the 6% percentile).

Strategic Considerations

When prosecuting applications in this art unit, consider the following:

  • The art unit's allowance rate suggests a more challenging examination environment compared to the USPTO average.
  • With more office actions than average, plan for multiple rounds of prosecution.
  • The median prosecution time is longer than average and should be factored into your continuation and client communication strategies.
  • Review individual examiner statistics within this art unit to identify examiners with particularly favorable or challenging prosecution patterns.

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.