USPTO Art Unit 2142 Prosecution Statistics

Art Unit Information

Art Unit: 2142
Group: 2140
Tech Center: 2100
Total Cases: 4,815
Last Active: April 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19171030Systems and methods for extracting tables from documentsApril 2025October 2025Allow710NoNo
19098005Profiler Tool for Assessing Impact of Shape on a Continuous and/or Categorical ResponseApril 2025August 2025Allow510YesNo
19078199WHOLE BRAIN EMULATION SYSTEMMarch 2025September 2025Allow610YesNo
19067257THREE-DIMENSIONAL COLOR SELECTION INTERFACEFebruary 2025October 2025Allow720YesNo
19013433METHOD FOR OPTIMIZING COMPUTING POWER OF NEURAL NETWORK MODULE, CHIP, ELECTRONIC DEVICE AND MEDIUMJanuary 2025March 2026Allow1430NoNo
18959714VARIABLE CURVATURE BENDING ARC CONTROL METHOD FOR ROLL BENDING MACHINENovember 2024September 2025Allow1030YesNo
18957784SYSTEM AND METHOD FOR GENERATING A VISUAL REPRESENTATION OF AN EXECUTION SEQUENCE WITHIN A GRAPHICAL USER INTERFACENovember 2024January 2025Allow200YesNo
18930380SYSTEM FOR PROVIDING KOREAN SENTENCE REPHRASER SERVICEOctober 2024September 2025Abandon1110NoNo
18822974AUTOMATIC SNAPSHOT SELECTION AND ZONE CREATIONSeptember 2024February 2025Allow610NoNo
18719200CONTENT PUBLISHING METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUMJune 2024July 2025Allow1320NoNo
18677665Devices, Methods, and Graphical User Interfaces for Providing Haptic FeedbackMay 2024January 2025Allow800NoNo
18658090SYSTEM AND METHOD FOR STREAMLINING USER INTERACTION WITH ELECTRONIC CONTENTMay 2024March 2025Allow1010YesNo
18657768RHYME ENGINE FOR LITERARY WORKS WITH RHYME OR RHYTHMMay 2024April 2025Allow1110NoNo
18609698AUGMENTED REALITY BEAUTY PRODUCT TUTORIALSMarch 2024October 2024Allow700YesNo
18600118ENHANCED INTEGRATION OF SPREADSHEETS WITH EXTERNAL ENVIRONMENTSMarch 2024May 2025Abandon1410YesNo
18591123INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM FOR PERSON SEARCHFebruary 2024December 2025Abandon2210NoNo
18432228INTELLIGENT MANIPULATION OF DYNAMIC DECLARATIVE INTERFACESFebruary 2024February 2025Allow1210YesNo
18407048CONFIGURABLE DEPLOYMENT OF DATA SCIENCE MODELSJanuary 2024August 2024Allow700YesNo
18402242A METHOD AND SYSTEM FOR DETERMINING PRODUCT SIMILARITY IN DIGITAL DOMAINSJanuary 2024August 2024Allow800YesNo
18399326PROGRESS ADJUSTMENT METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUMDecember 2023November 2024Allow1020YesNo
18395167MANAGEMENT OF LOCAL AND REMOTE MEDIA ITEMSDecember 2023January 2025Abandon1310YesNo
18395431Incident Recording Systems and MethodsDecember 2023May 2025Allow1700YesNo
18391175VIDEO GENERATION METHOD, APPARATUS, SYSTEM, DEVICE AND STORAGE MEDIUMDecember 2023February 2025Allow1430YesNo
18503131Methods and Systems for Providing Selective Multi-Way Replication and Atomization of Cell Blocks and Other Elements in Spreadsheets and PresentationsNovember 2023November 2024Allow1200YesNo
18385842METHODS AND SYSTEMS FOR POPULATING DATA FOR CONTENT ITEMOctober 2023February 2026Allow2720NoNo
18497890SPECIAL LOCK MODE USER INTERFACEOctober 2023August 2024Allow1000YesNo
18485950TRAINING TEXT SUMMARIZATION NEURAL NETWORKS WITH AN EXTRACTED SEGMENTS PREDICTION OBJECTIVEOctober 2023September 2024Allow1110NoNo
18378470EDITING FEATURES OF AN AVATAROctober 2023January 2025Allow1500NoNo
18377593USER INTERFACE LOGICAL AND EXECUTION VIEW NAVIGATION AND SHIFTINGOctober 2023December 2024Allow1410NoNo
18476060USING MACHINE LEARNING TO PREDICT PERFORMANCE OF SECURE DOCUMENTSSeptember 2023September 2024Allow1210YesNo
18475095NAVIGATING THROUGH DOCUMENTS IN A DOCUMENT VIEWING APPLICATIONSeptember 2023February 2025Allow1720YesNo
18474115CUSTOMIZING USER INTERFACES BASED ON NEURODIVERSE CLASSIFICATIONSeptember 2023January 2025Allow1630YesNo
18462967INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM FOR DISPLAYING ANIMATIONS OF THUMBNAIL IMAGESSeptember 2023September 2024Allow1210NoNo
18242877DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR DISPLAYING USER INTERFACES AND USER INTERFACE OVERLAY ELEMENTSSeptember 2023April 2025Allow1910YesNo
18449397BROWSER-BASED NAVIGATION SUGGESTIONS FOR TASK COMPLETIONAugust 2023March 2025Allow1920YesNo
18231673SMART TABLE SYSTEM UTILIZING EXTENDED REALITYAugust 2023December 2024Allow1610YesNo
18231226Visual Autocompletion for Geospatial QueriesAugust 2023April 2025Allow2021YesNo
18264253INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING PROGRAMAugust 2023May 2025Allow2100YesNo
18227359AUTOMATED DOCUMENT HIGHLIGHTING IN A DIGITAL MANAGEMENT PLATFORMJuly 2023February 2025Allow1820YesNo
18360867CONTROLLED SCREEN SHARINGJuly 2023April 2025Allow2000YesNo
18222569SIMPLIFIED SHARING OF CONTENT AMONG COMPUTING DEVICESJuly 2023July 2024Allow1210YesNo
18222394OMNIDIRECTIONAL GESTURE DETECTIONJuly 2023September 2025Abandon2640YesYes
18352015Presenting Output To Indicate A Communication Attempt During A Communication SessionJuly 2023July 2024Allow1310YesNo
18219910METHOD AND SYSTEM FOR SYSTEMATIC ENHANCEMENT OF HUMAN INTERACTION CAPABILITIES VIA DYNAMIC USER INTERFACE MANAGEMENTJuly 2023August 2024Allow1330YesNo
18266735INFORMATION PROCESSING DEVICE, METHOD, PROGRAM, AND INFORMATION PROCESSING SYSTEM FOR ASSISTING IN EXAMINATION OF IMAGE FOR PRINTINGJune 2023June 2025Allow2410NoNo
18207059ENDPOINT AGENTS AND SCALABLE CLOUD ARCHITECTURE FOR LOW LATENCY CLASSIFICATIONJune 2023March 2026Allow3300NoNo
18326681THREE-DIMENSIONAL INTERACTION SYSTEMMay 2023June 2025Allow2520YesNo
18324747MEDIA CONTENT NAVIGATION USER INTERFACEMay 2023August 2024Allow1420YesNo
18200508METHODS AND SYSTEMS FOR PRESENTING DROP-DOWN, POP-UP OR OTHER PRESENTATION OF A MULTI-VALUE DATA SET IN A SPREADSHEET CELLMay 2023July 2025Allow2620YesNo
18200241DISPLAY APPARATUS, USER TERMINAL, CONTROL METHOD, AND COMPUTER-READABLE MEDIUMMay 2023March 2025Allow2210YesNo
18316213REDUCING INTERFERENCE BETWEEN TWO TEXTSMay 2023September 2024Allow1631YesNo
18312105METHOD OF GENERATING SCREENSHOT AND ELECTRONIC DEVICE PERFORMING THE METHODMay 2023January 2026Abandon3230NoNo
18142557METHODS AND SYSTEMS FOR BUCKETING VALUES IN SPREADSHEET FUNCTIONSMay 2023July 2025Allow2700YesNo
18139708METHOD, COMPUTER PROGRAM PRODUCT, AND APPARATUS FOR PROVIDING AN ENERGY MAPApril 2023February 2025Allow2210NoNo
18031065Methods and Apparatuses for Bottleneck Stages in Neural-Network ProcessingApril 2023February 2026Allow3400NoNo
18297421SOFTWARE PARAMETER MANAGEMENT THROUGH A UNIVERSAL INTERFACEApril 2023May 2025Allow2520YesNo
18129014VIRTUAL WHITEBOARD PLATFORM HAVING AN INTERFACE FOR ISSUE OBJECT CREATION IN AN ISSUE TRACKING PLATFORMMarch 2023January 2025Allow2210YesNo
18191880MULTI-RESOURCE EDITING SYSTEM AND MULTI-RESOURCE EDITING METHODMarch 2023June 2025Abandon2721NoNo
18125268AUTOMATED FEATURE ENGINEERINGMarch 2023February 2026Allow3510YesNo
18183982APPARATUS AND METHOD OF CONTROLLING IMAGE DISPLAYMarch 2023October 2024Allow1910YesNo
18182632SYSTEM AND METHOD FOR STREAMLINING USER INTERACTION WITH ELECTRONIC CONTENTMarch 2023January 2026Allow3430YesYes
18120099TUNING A TRAINED DATA RECORD MATCHING MODEL USING CUSTOMER DATA AND REPRESENTATION LEARNINGMarch 2023December 2025Allow3410YesNo
18025346METHOD FOR DETECTION OF AN OBJECTMarch 2023March 2026Allow3600YesNo
18117412TWO-DIMENSIONAL PHOTONIC CONVOLUTIONAL ACCELERATION SYSTEM AND DEVICE FOR CONVOLUTIONAL NEURAL NETWORKMarch 2023January 2026Allow3400NoNo
18117222GUARDRAILS FOR EFFICIENT PROCESSING AND ERROR PREVENTION IN GENERATING SUGGESTED MESSAGESMarch 2023July 2024Allow1710YesNo
18173011IMAGE FORMING APPARATUS AND INPUT DEVICEFebruary 2023March 2025Allow2510NoNo
18112088SYSTEMS AND METHODS FOR AUTOMATICALLY RETRAINING MACHINE LEARNING MODELS TO REMOVE SYSTEMATIC BIASFebruary 2023February 2026Allow3610YesNo
18020153ARTIFICIAL INTELLIGENCE FEEDBACK METHOD AND ARTIFICIAL INTELLIGENCE FEEDBACK SYSTEMFebruary 2023January 2026Allow3610YesNo
18106802STYLE TRANSFERFebruary 2023February 2024Allow1230YesNo
18106215PROMPTED TEXT-TO-IMAGE GENERATIONFebruary 2023July 2024Allow1820YesNo
18164088COMPUTER-READABLE RECORDING MEDIUM STORING MODEL GENERATION PROGRAM, MODEL GENERATION METHOD, AND MODEL GENERATION DEVICEFebruary 2023February 2026Allow3710NoNo
18162565ACTIVE LEARNING SYSTEM FOR DIGITAL PATHOLOGYJanuary 2023February 2026Allow3610YesNo
18103334FRAGMENTING SPREADSHEETSJanuary 2023August 2025Allow3100NoNo
18006797CONTROL MOVING METHOD AND ELECTRONIC DEVICEJanuary 2023August 2024Allow1820YesNo
18159523MEASURING A N-DIMENSIONAL QUANTUM SYSTEMJanuary 2023January 2026Allow3610YesNo
18017779DISTRIBUTED TRAINING IN COMMUNICATION NETWORKSJanuary 2023March 2026Allow3700YesNo
18098777TIME SERIES ANOMALY DETECTION METHOD USING GRU-BASED MODELJanuary 2023December 2025Allow3500YesNo
181541443D Interactions with Web ContentJanuary 2023June 2025Abandon2940YesYes
18016272DNA MOVABLE TYPE STORAGE SYSTEM AND METHODJanuary 2023March 2026Allow3810YesNo
18096759OPTIMIZATION ON AN INPUT SENSOR BASED ON SENSOR DATAJanuary 2023December 2025Abandon3640YesNo
18096441Monitoring and Management of Wearable DevicesJanuary 2023November 2024Allow2200NoNo
18094644SENSITIVE DATA DETECTION USING DOMAIN-ENHANCED ATTENTION NEURAL NETWORKSJanuary 2023February 2026Allow3710NoNo
18151881ONTOLOGY-BASED TIME SERIES VISUALIZATION AND ANALYSISJanuary 2023November 2024Allow2230YesNo
18147648METHOD AND SYSTEM FOR IMPLEMENTING MACHINE LEARNING ANALYSIS OF DOCUMENTSDecember 2022January 2026Allow3710YesNo
18146336IDENTIFYING APPLICATIONS ON WHICH CONTENT IS AVAILABLEDecember 2022November 2024Allow2320YesNo
18145424GRAPHICAL USER INTERFACE SYSTEMDecember 2022August 2024Allow2020YesNo
18069782EFFICIENT QUANTUM GATE TUNING THROUGH STATISTICAL MODELINGDecember 2022January 2026Allow3700YesNo
18068994DEVELOPMENT, REPRESENTATION AND DISPLAYDecember 2022December 2024Abandon2320NoNo
18010560SYSTEMS AND METHODS FOR TAG-BASED INSTRUMENT CONTROLDecember 2022August 2024Allow2020YesNo
18066920Detecting Anomalies in Time Series DataDecember 2022December 2025Allow3610YesNo
18009592AUTOMATIC DATA EXTRACTIONDecember 2022June 2025Allow3120NoNo
18062810GROUP MESSAGE PROCESSING METHOD AND GROUP MESSAGE PROCESSING PROGRAMDecember 2022August 2024Allow2120YesNo
18076294EXPANDED PREVIEW MODE FOR FOLDERSDecember 2022November 2024Allow2320YesNo
17994962COLLABORATIVE VIDEO MESSAGING COMPONENTNovember 2022December 2024Allow2510YesNo
17994276METHOD, SERVICE SERVER, AND COMPUTER-READABLE MEDIUM FOR SELECTIVELY EXTRACTING DATA FOR LABELINGNovember 2022November 2025Allow3610NoNo
17993959METHOD OF PUBLISHING A COMPUTER FILE INCLUDING INTERACTIVE DATA AND A METHOD OF MANAGING SAID DATANovember 2022February 2025Abandon2710NoNo
17993660QUANTUM COMPUTING TASK PROCESSING METHOD AND SYSTEM AND COMPUTER DEVICENovember 2022August 2025Allow3300NoNo
17991330SYSTEMS AND METHODS FOR SUBSCRIBER-BASED ADAPTATION OF PRODUCTION-IMPLEMENTED MACHINE LEARNING MODELS OF A SERVICE PROVIDER USING A TRAINING APPLICATIONNovember 2022January 2026Allow3800YesNo
18056851MACHINE LEARNING FOR DETECTING AND MODIFYING FAULTY CONTROLSNovember 2022December 2025Allow3700YesNo
17985435SYSTEM AND METHOD FACILITATING CONNECTIONS BETWEEN DIFFERENT COMPUTER-SIMULATED ENVIRONMENTSNovember 2022January 2025Allow2600NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2142.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
273
Examiner Affirmed
206
(75.5%)
Examiner Reversed
67
(24.5%)
Reversal Percentile
14.4%
Lower than average

What This Means

With a 24.5% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
572
Allowed After Appeal Filing
133
(23.3%)
Not Allowed After Appeal Filing
439
(76.7%)
Filing Benefit Percentile
12.3%
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, 23.3% 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 2142 - Prosecution Statistics Summary

Executive Summary

Art Unit 2142 is part of Group 2140 in Technology Center 2100. This art unit has examined 4,815 patent applications in our dataset, with an overall allowance rate of 56.5%. Applications typically reach final disposition in approximately 45 months.

Comparative Analysis

Art Unit 2142's allowance rate of 56.5% places it in the 12% 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 2142 receive an average of 2.91 office actions before reaching final disposition (in the 96% 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.