USPTO Art Unit 2141 Prosecution Statistics

Art Unit Information

Art Unit: 2141
Group: 2140
Tech Center: 2100
Total Cases: 5,397
Last Active: June 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19249768Music/Video MessagingJune 2025October 2025Allow300YesNo
19180098Systems, methods, and user interfaces for editing digital assetsApril 2025March 2026Allow1120YesNo
19062283CONTENT POSTING METHOD, DEVICE AND COMPUTER-READABLE STORAGE MEDIUMFebruary 2025February 2026Allow1220NoNo
18974169DIGITAL THERAPEUTIC PLATFORMDecember 2024August 2025Allow810NoNo
18969330CSI COMPRESSION AND FEEDBACK METHOD BASED ON DEEP LEARNINGDecember 2024June 2025Allow610NoNo
18957680APPARATUS COMPRISING A GRAPHICAL USER INTERFACE (GUI) FOR DISPLAYING AND MODIFYING DATA ELEMENTS BASED ON USER INPUT AND LOCATION DATANovember 2024September 2025Allow1020YesNo
18942997METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR DISPLAY CONTROLLINGNovember 2024March 2026Allow1630YesNo
18941636PRIVATE ARTIFICIAL INTELLIGENCE AND DATA EXCHANGENovember 2024June 2025Allow720YesNo
18932810SYSTEM AND METHOD FOR STREAMLINING AND ACCELERATING CLOUD MIGRATION PROCESSESOctober 2024June 2025Allow810NoNo
18751711Systems, methods, and user interfaces for editing digital assetsJune 2024January 2025Allow710NoNo
18732593Systems and Methods for Facilitating Selection of Tools for Machine Vision JobsJune 2024September 2025Allow1510NoNo
18678641DIGITAL IMAGING OF GRANULAR MEDIA IN GRAPHICS APPLICATIONSMay 2024October 2025Allow1610YesNo
18678415SELF-LEARNING AND ADAPTING CYBER THREAT DEFENSEMay 2024July 2025Allow1320NoNo
18677747Device, Method, and Graphical User Interface for Adjusting a Display Property of an Affordance Over Changing Background ContentMay 2024June 2025Allow1300YesNo
18659482CROSS-MODEL SCORE NORMALIZATIONMay 2024December 2024Allow700NoNo
18656433Music/Video MessagingMay 2024March 2025Allow1100YesNo
18651307MOBILE COMPUTING DEVICE WITH DATA COGNITION SOFTWAREApril 2024November 2025Abandon1910NoNo
18650938CONDENSED SPOKEN UTTERANCES FOR AUTOMATED ASSISTANT CONTROL OF AN INTRICATE APPLICATION GUIApril 2024March 2025Allow1000YesNo
18649185SYSTEMS AND METHODS FOR CONFIGURING A MEDIA PLAYER DEVICE ON A LOCAL NETWORK USING A GRAPHICAL USER INTERFACEApril 2024January 2026Allow2110NoNo
18642101APPARATUSES AND METHODS FOR COLOR MATCHING AND RECOMMENDATIONSApril 2024August 2025Allow1520YesNo
18605774GUIDANCE FOR SCANNER-BASED INTERACTION WITH INTRAORAL SCANNING SYSTEMMarch 2024March 2025Allow1210YesNo
18603876DATA PROCESSING SYSTEMS AND METHODS FOR AUTOMATICALLY BLOCKING THE USE OF TRACKING TOOLSMarch 2024December 2024Allow910YesNo
18600109SYSTEMS AND METHODS FOR CLASSIFYING ELECTRONIC DOCUMENTSMarch 2024November 2024Allow910YesNo
18442460Devices, Methods, and Graphical User Interfaces for Navigating, Displaying, and Editing Media Items with Multiple Display ModesFebruary 2024October 2025Allow2020YesNo
18438880OPTIMIZING DISPLAY ENGAGEMENT IN ACTION AUTOMATIONFebruary 2024February 2026Allow2420NoNo
18417132System and Method for Creating an AvatarJanuary 2024September 2024Allow800YesNo
18405284SYSTEMS AND METHODS FOR FACILITATING INTERACTIONS BETWEEN EXPERT AND NON-EXPERT USERSJanuary 2024November 2025Allow2220NoNo
18404422Encapsulating Virtual Area Based Communicant AssembliesJanuary 2024April 2025Allow1510NoNo
18575091Indoor Waypoint SystemDecember 2023January 2026Abandon2410NoNo
18395247INTELLIGENT AUTOMATED ASSISTANT IN A MEDIA ENVIRONMENTDecember 2023April 2025Allow1620YesNo
18545160METHOD AND APPARATUS FOR DETERMINING AND PRESENTING ANSWERS TO CONTENT-RELATED QUESTIONSDecember 2023September 2024Allow900YesNo
18543611GENERATING ENHANCED GRAPHICAL USER INTERFACES FOR PRESENTATION OF ANTI-INFECTIVE DESIGN SPACES FOR SELECTING DRUG CANDIDATESDecember 2023December 2025Allow2410NoNo
18539022CONCURRENT OPTIMIZATION OF MACHINE LEARNING MODEL PERFORMANCEDecember 2023October 2024Allow1010NoNo
18538118INFORMATION PROCESSING DEVICE, PROCESSING METHOD, AND RECORDING MEDIUMDecember 2023August 2024Allow800NoNo
18537112DYNAMIC EYE-GAZE DWELL TIMESDecember 2023September 2025Allow2130YesNo
18532248DIVERSITY-AWARE WEIGHTED MAJORITY VOTE CLASSIFIER FOR DECISION MAKING ON IMBALANCED DATASETSDecember 2023October 2025Allow2210NoNo
18530960DIVERSITY-AWARE WEIGHTED MAJORITY VOTE CLASSIFIER FOR DECISION MAKING ON IMBALANCED DATASETSDecember 2023October 2025Allow2210NoNo
18528880DIVERSITY-AWARE WEIGHTED MAJORITY VOTE CLASSIFIER FOR DECISION MAKING ON IMBALANCED DATASETSDecember 2023October 2025Allow2210NoNo
18522586SMART SCROLLING FOR DATA EXPLORATION OF TABLESNovember 2023November 2025Allow2420YesNo
18523674Aspect Pre-selection using Machine LearningNovember 2023March 2025Allow1620YesNo
18509766SMART ASSIST FOR REPEATED ACTIONSNovember 2023April 2025Allow1720NoNo
18387443USER INTERFACE WITH COMMAND-LINE LINK CREATION FOR GENERATING GRAPHICAL OBJECTS LINKED TO THIRD-PARTY CONTENTNovember 2023September 2024Allow1100YesNo
18500955Tree Frog Computer Navigation System for the Hierarchical Visualization of DataNovember 2023November 2025Allow2420YesNo
18383945Automated Optimization of Electronic FormsOctober 2023September 2025Allow2310NoNo
18491973PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUALOctober 2023May 2025Allow1810NoNo
18376807DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR SHARING A CONTENT OBJECT IN A DOCUMENTOctober 2023September 2025Abandon2330YesNo
18464546PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUALSeptember 2023January 2026Allow2810YesNo
18465007SYSTEMS AND METHODS FOR GENERATING DYNAMIC MODELS BASED ON TRIGGER EVENTSSeptember 2023April 2025Allow1910NoNo
18236340CONFIGURING CONTEXT-SPECIFIC USER INTERFACESAugust 2023October 2024Allow1410NoNo
18449369SYSTEM AND METHODS FOR MODEL MANAGEMENTAugust 2023February 2025Allow1810NoNo
18448282SYSTEMS AND METHODS FOR ON-IMAGE NAVIGATION AND DIRECT IMAGE-TO-DATA STORAGE TABLE DATA CAPTUREAugust 2023July 2024Allow1100YesNo
18230106SMART TABLE SYSTEM FOR DOCUMENT MANAGEMENTAugust 2023October 2024Allow1410YesNo
18357840SOFTWARE-BASED COMPLIANCE EVALUATION TOOLJuly 2023October 2024Allow1400YesNo
18351959SYSTEMS AND METHODS FOR ENHANCING AN ARTIFICIAL INTELLIGENCE MODEL VIA A MULTI-FIELD EMBEDDING APPROACHJuly 2023March 2026Allow3200NoNo
18350163PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUALJuly 2023March 2025Allow2010NoNo
18338057Techniques for Displaying Shared Digital Assets Consistently across Different DisplaysJune 2023February 2025Allow2020NoNo
18338108ANOMALY DETECTION IN TIME-BASED EVENTS VIA PATTERN MININGJune 2023February 2026Allow3200NoNo
18330775COLLABORATIVE ARTIFICIAL INTELLIGENCE METHOD AND SYSTEMJune 2023August 2024Allow1510NoNo
18206348UNIFIED AND SMART NOTIFICATIONS AND QUICK SETTINGS SYSTEMJune 2023July 2025Allow2540YesNo
18328667AUTOMATED DESCRIPTION GENERATION FOR JOB POSTINGJune 2023October 2025Allow2840YesNo
18328172DETACHABLE BROWSER INTERFACE FOR CONTEXT-AWARE WEB SERVICESJune 2023August 2025Allow2630YesNo
18265069SYSTEMS AND METHODS WITH CLASSIFICATION STANDARD FOR COMPUTER MODELS TO MEASURE AND MANAGE RADICAL RISK USING MACHINE LEARNING AND SCENARIO GENERATIONJune 2023February 2026Allow3200NoNo
18323595PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUALMay 2023December 2024Allow1810NoNo
18322944VIRTUAL-FIGURE-BASED DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUMMay 2023May 2025Allow2420YesNo
18320798ADDING A CONTACT TO A HOME SCREENMay 2023January 2026Abandon3210NoNo
18320710MOBILE-BASED CARTOGRAPHIC CONTROL OF DISPLAY CONTENTMay 2023October 2024Allow1710NoNo
18037384OPERATION SUPPORT DEVICE, OPERATION SUPPORT METHOD, AND OPERATION SUPPORT PROGRAMMay 2023June 2025Abandon2520NoNo
18196272METHOD OF GENERATING A TERMINAL INTERFACEMay 2023January 2025Allow2040YesNo
18196174METHOD AND AN APPARATUS FOR A PERSONALIZED USER INTERFACEMay 2023September 2024Allow1740YesNo
18195413DYNAMIC WEB CONTENT BASED ON NATURAL LANGUAGE PROCESSING (NLP) INPUTSMay 2023January 2025Allow2110NoNo
18142404AUDIO MEDIA PLAYBACK USER INTERFACEMay 2023June 2025Abandon2520YesNo
18310936WORK MACHINE WITH MAP-BASED COMMUNICATION SYSTEMMay 2023October 2025Abandon2940NoNo
18140364GRAPHICAL USER INTERFACE FOR PARTIAL AMOUNT REDUCTIONSApril 2023May 2025Allow2420YesYes
18307652UNDERSTANDING SOCIAL MEDIA USER BEHAVIORApril 2023November 2024Allow1910NoNo
18307614UNDERSTANDING SOCIAL MEDIA USER BEHAVIORApril 2023November 2024Allow1910NoNo
18303348UNDERSTANDING SOCIAL MEDIA USER BEHAVIORApril 2023January 2025Allow2110YesNo
18300813CONTEXT-AWARE EDIT MANAGEMENT OF WEBPAGE-BASED APPLICATIONSApril 2023January 2026Abandon3340YesNo
18134379CROSS CULTURAL GREETING CARD SYSTEMApril 2023March 2025Allow2320YesNo
18300196INFORMATION PROCESSING SYSTEM, IMAGE GENERATION SYSTEM, COMMUNICATION TERMINAL, INFORMATION PROCESSING METHOD, OR STORAGE MEDIUMApril 2023February 2025Allow2220NoNo
18134429INTELLIGENT USER INTERFACE FOR INTERRELATED SERVICESApril 2023July 2025Allow2730YesNo
18247711VISIBLE NEURAL NETWORK FRAMEWORKApril 2023December 2025Allow3200NoNo
18128540Controlling Views of a Website on a BrowserMarch 2023December 2024Allow2040YesNo
18128634VIRTUAL WHITEBOARDING APPLICATION FOR VISUALIZING AND ORGANIZING ISSUES FROM AN ISSUE TRACKING SYSTEMMarch 2023January 2025Allow2220YesNo
18192066NATURAL LANGUAGE PROCESSING ELECTRONIC PASSAGE CURATIONMarch 2023April 2025Allow2440YesNo
18184279Removing Undesirable Inferences from a Machine Learning ModelMarch 2023March 2026Allow3610NoNo
18116330SYSTEM AND METHOD FOR BUILDING INTERACTIVE AND DYNAMIC NATIVE RICH MULTIMEDIA CONTENTMarch 2023September 2025Abandon3160YesNo
18115140METHOD AND APPARATUS FOR STIMULATING NEURAL ACTIVITYFebruary 2023September 2024Allow1920NoNo
18114525TECHNOLOGICAL INFRASTRUCTURE FOR ENABLING MULTI-USER COLLABORATION IN A VIRTUAL REALITY ENVIRONMENTFebruary 2023February 2025Allow2420YesNo
18171957SYSTEM AND METHOD FOR UN-BIASING USER PERSONALIZATIONS AND RECOMMENDATIONSFebruary 2023February 2025Allow2420NoNo
18169429COGNITIVE AID FOR AUDIO BOOKSFebruary 2023August 2024Allow1830YesNo
18020588MACHINE LEARNING SYSTEM, METHOD, INFERENCE APPARATUS AND COMPUTER-READABLE STORAGE MEDIUM FOR RESISTING MEMBERSHIP INFERENCE ATTACKSFebruary 2023March 2026Allow3710YesNo
18106926SYSTEMS AND METHODS FOR ANNOTATING LINE CHARTS IN THE WILDFebruary 2023January 2025Abandon2430NoNo
18040406DISTRIBUTED TRAINING IN COMMUNICATION NETWORKSFebruary 2023March 2026Allow3710NoNo
18007434FPGA-BASED FAST PROTOCOL DECODING METHOD, APPARATUS, AND DEVICEJanuary 2023June 2025Abandon2830NoNo
18160526CONFIGURATION OF APPLICATION EXECUTION SPACES AND SUB-SPACES FOR SHARING DATA ON A MOBILE TOUCH SCREEN DEVICEJanuary 2023February 2025Allow2510YesNo
18018480LEARNING DEVICE, LEARNING METHOD, CONTROL SYSTEM, AND RECORDING MEDIUMJanuary 2023March 2026Allow3710NoNo
18017655EFFICIENT QUANTUM MODULAR MULTIPLIER AND QUANTUM MODULAR MULTIPLICATION METHODJanuary 2023March 2026Allow3810NoNo
18006301Method for Displaying Plurality of Windows and Electronic DeviceJanuary 2023November 2025Abandon5740NoNo
18155452INTERFACE FOR CHANGING A MEDIA SEQUENCEJanuary 2023June 2025Abandon2920YesNo
18146813MONITORING AND CONTROLLING THE ACTIONS OF A BROWSERDecember 2022August 2025Abandon3240NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2141.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
274
Examiner Affirmed
192
(70.1%)
Examiner Reversed
82
(29.9%)
Reversal Percentile
37.3%
Lower than average

What This Means

With a 29.9% reversal rate, the PTAB affirms the examiner's rejections in the vast majority 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
683
Allowed After Appeal Filing
169
(24.7%)
Not Allowed After Appeal Filing
514
(75.3%)
Filing Benefit Percentile
15.7%
Lower 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, 24.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

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

⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Art Unit 2141 - Prosecution Statistics Summary

Executive Summary

Art Unit 2141 is part of Group 2140 in Technology Center 2100. This art unit has examined 5,397 patent applications in our dataset, with an overall allowance rate of 63.1%. Applications typically reach final disposition in approximately 45 months.

Comparative Analysis

Art Unit 2141's allowance rate of 63.1% places it in the 19% 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 2141 receive an average of 2.79 office actions before reaching final disposition (in the 94% percentile). The median prosecution time is 45 months (in the 5% 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.