USPTO Art Unit 2144 Prosecution Statistics

Art Unit Information

Art Unit: 2144
Group: 2140
Tech Center: 2100
Total Cases: 5,958
Last Active: August 2024

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18808386SYSTEM AND METHOD TO ENHANCE AUDIO AND VIDEO MEDIA USING GENERATIVE ARTIFICIAL INTELLIGENCEAugust 2024November 2024Allow300YesNo
18766629FEDERATED LEARNING SERVICE IN A PROVIDER NETWORK AND TRAINING MACHINE LEARNING MODELS USING DEVICES EXTERNAL TO THE PROVIDER NETWORKJuly 2024February 2025Allow700YesNo
18757447METHODS AND SYSTEMS FOR GENERATING ALTERNATIVE CONTENT.June 2024March 2025Allow800YesNo
18675520System and method for document analysis of a design document having design elementsMay 2024January 2025Allow800YesNo
18631372SYSTEM FOR ENABLING WORKSPACE SHARINGApril 2024February 2025Allow1010NoNo
18623900COMPUTING NETWORK FOR IMPLEMENTING A CONTEXTUAL NAVIGATION AND ACTION USER EXPERIENCE FRAMEWORK AND FLATTENING DEEP INFORMATION HIERARCHIESApril 2024May 2024Allow200YesNo
18609894TRACKING APPROVALS FOR AN ELECTRONIC DOCUMENT MANAGED BY AN ELECTRONIC DOCUMENT PLATFORMMarch 2024April 2025Allow1310YesNo
18604075GUIDED PERSONAL IDENTITY BASED ACTIONSMarch 2024April 2025Allow1320YesNo
18590472SYSTEM AND METHOD FOR DOMAIN AWARE DOCUMENT CLASSIFICATION AND INFORMATION EXTRACTION FROM CONSUMER DOCUMENTSFebruary 2024November 2024Allow810NoNo
18584899LIVE LOCATION SHARINGFebruary 2024March 2025Allow1210NoNo
18440079TECHNIQUES FOR DISTRIBUTED INTERFACE COMPONENT GENERATIONFebruary 2024April 2025Allow1520YesNo
18436884SYSTEM AND METHOD FOR DYNAMIC PROFILE PHOTOSFebruary 2024April 2025Allow1410NoNo
18424718METHODS AND APPARATUS FOR SELECTING, HIGH LIGHTING AND/OR PROCESSING, TEXT INCLUDED IN A PDF DOCUMENTJanuary 2024September 2024Allow800YesNo
18422478FLEXIBLE ONLINE FORM DISPLAYJanuary 2024October 2024Allow900YesNo
18413623GENERATING A VIRTUAL REALITY LEARNING ENVIRONMENTJanuary 2024January 2025Allow1210NoNo
18414095GENERATING ENCODED TEXT BASED ON SPOKEN UTTERANCES USING MACHINE LEARNING SYSTEMS AND METHODSJanuary 2024November 2024Allow1010NoNo
18390590MEDIA COMSUMPTION HISTORYDecember 2023May 2025Allow1710NoNo
18524399SYSTEMS AND METHODS FOR SYNTHETIC DATA AGGREGATIONSNovember 2023January 2024Allow200NoNo
18525543OBJECT TIME SERIES SYSTEMNovember 2023October 2024Allow1110NoNo
18513488SURFACING RELEVANT TOPICS IN A GROUP-BASED COMMUNICATION SYSTEMNovember 2023June 2025Allow1920YesNo
18510563MIRRORING A DIGITAL TWIN UNIVERSE THROUGH THE DATA FUSION OF STATIC AND DYNAMIC LOCATION, TIME AND EVENT DATANovember 2023April 2025Allow1710NoNo
18495345TAMPER-PROOF INTERACTION DATAOctober 2023September 2024Allow1100YesNo
18383222METHOD, APPARATUS AND DEVICE FOR IMPLEMENTING SEARCHOctober 2023January 2025Allow1530NoNo
18492230Stage-Specific Pipeline View Using Prediction EngineOctober 2023March 2025Allow1720YesNo
18381213Optimized Sampling Of Resource Content Data For Session Recording Under Communication Constraints By Independently Capturing AgentsOctober 2023September 2024Allow1100YesNo
18486599Digital Jukebox Device with Improved User Interfaces, and Associated MethodsOctober 2023May 2024Allow700YesNo
18485763ELECTRONIC ELECTROCARDIOGRAM CALIPERSOctober 2023May 2024Allow800YesNo
18483229PROMOTION OF USERS IN COLLABORATION SESSIONSOctober 2023June 2024Allow810YesNo
18481482Automated Field Placement For Uploaded DocumentsOctober 2023June 2024Allow910NoNo
18479278DIGITAL JUKEBOX DEVICE WITH IMPROVED KARAOKE-RELATED USER INTERFACES, AND ASSOCIATED METHODSOctober 2023April 2024Allow700YesNo
18473328Multi-Gesture Media Recording SystemSeptember 2023April 2024Allow700YesNo
18371391HYBRID SEARCH SYSTEM FOR CUSTOMIZABLE MEDIASeptember 2023January 2025Allow1610YesNo
18370351STOPWATCH AND TIMER USER INTERFACESSeptember 2023June 2024Allow900NoNo
18468104GRAPHICAL USER INTERFACE FOR CONFIGURING CARD CONTROLS FOR A CARDSeptember 2023July 2024Allow1010NoNo
18467637IMAGE BASED SECURE ACCESS TO WEB PAGESeptember 2023May 2025Allow2010YesNo
18466497Systems and methods for automatically scoring a group of design elementsSeptember 2023June 2025Allow2120YesNo
18464639SENTENCE BUILDER SYSTEM AND METHODSeptember 2023May 2024Allow900NoNo
18460456SYSTEMS AND METHODS FOR AUGMENTING ELECTRONIC CONTENTSeptember 2023July 2024Allow1100YesNo
18460033DIGITAL JUKEBOX DEVICE WITH IMPROVED USER INTERFACES, AND ASSOCIATED METHODSSeptember 2023March 2024Allow700YesNo
18240643MACHINE-LEARNING BASED GENERATION OF DATABASE CONFIGURATIONS FOR DATABASES ASSOCIATED WITH APPLICATIONSAugust 2023March 2025Allow1920YesNo
18237704Adaptive Data PlatformsAugust 2023December 2024Allow1620YesNo
18236129SYSTEM AND METHOD FOR GENERATING AND RENDERING A SELF-CONTAINED REPORT DATA STRUCTUREAugust 2023May 2024Allow910NoNo
18235312Systems and Methods for Initiating and Interacting with a Companion-Display Mode for an Electronic Device with a Touch-Sensitive DisplayAugust 2023September 2024Allow1310YesNo
18234613USER INTERFACES FOR AUDIO MEDIA CONTROLAugust 2023October 2024Allow1410YesNo
18448056PLAYBACK OF AUDIO CONTENT ALONG WITH ASSOCIATED NON-STATIC MEDIA CONTENTAugust 2023March 2024Allow800YesNo
18231104CUSTOMIZING USER INTERFACE CONTROLS AROUND A CURSORAugust 2023March 2024Allow700NoNo
18357902SECURE AUTHORIZATION VIA MODAL WINDOWJuly 2023June 2024Allow1110NoNo
18354604AGGREGATED APPLICATION DATA STOREJuly 2023July 2024Allow1210NoNo
18221354Devices, Methods, and Graphical User Interfaces for Touch Input ProcessingJuly 2023August 2024Allow1310NoNo
18349366USER-SPECIFIC GRAPHICAL USER INTERFACE BASED ON A GRAPHICAL USER INTERFACE TEMPLATEJuly 2023February 2024Allow710NoNo
18260768Intelligent Computer Search Engine Removal Of Search ResultsJuly 2023June 2025Allow2320YesNo
18348191CREATING USER INTERFACE USING MACHINE LEARNINGJuly 2023May 2025Allow2310NoNo
18346582METHOD AND SYSTEM FOR DETERMINING OPTIMAL PATHWAYS FOR INSTALLING CABLES IN AN INFRASTRUCTUREJuly 2023March 2024Allow900YesNo
18217054Method and Apparatus for Vehicle Damage MappingJune 2023September 2024Allow1510YesNo
18343999Playback Zone ManagementJune 2023March 2024Allow800YesNo
18259407SPATIAL JOIN QUERY METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMJune 2023April 2025Allow2220NoNo
18338843COMPUTER-READABLE RECORDING MEDIUM STORING DATA MANAGEMENT PROGRAM, DATA MANAGEMENT METHOD, AND DATA MANAGEMENT DEVICEJune 2023February 2025Abandon2010NoNo
18337158SYSTEMS AND METHODS FOR DISPLAYING UNSEEN LABELS IN A CLUSTERING IN-BOX ENVIRONMENTJune 2023March 2024Allow900YesNo
18335496SYSTEM AND METHOD FOR FACILITATING USER INTERACTION WITH A VIRTUAL SPACE THROUGH A GRAPHICAL CHAT INTERFACEJune 2023February 2024Allow800YesNo
18208296Computer-Based System For Facilitating The Execution Of Law Enforcement DutiesJune 2023January 2024Allow700YesNo
18207009METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR NAVIGATING DIGITAL MEDIA CONTENTJune 2023May 2024Allow1100YesNo
18265900DATA STORAGE DEVICE, DATA STORAGE METHOD, AND DATA STORAGE PROGRAMJune 2023April 2025Allow2320YesNo
18205867MULTI-SEGMENT TEXT SEARCH USING MACHINE LEARNING MODEL FOR TEXT SIMILARITYJune 2023October 2024Allow1620NoNo
18329432REAL-TIME IN-CONTEXT SMART SUMMARIZERJune 2023March 2024Allow910NoNo
18328361COMPUTING DEVICE IDENTIFIER RETRIEVALJune 2023April 2024Allow1010NoNo
18204125DETERMINING TEXT VISIBILITY DURING USER SESSIONSMay 2023January 2024Allow810YesNo
18203530INTERACTIVE CANVAS TOOL FOR MULTIMODAL PERSONALIZED CONTENT GENERATIONMay 2023January 2024Allow710YesNo
18324960CLOUD RESOURCES MANAGEMENTMay 2023July 2024Abandon1410NoNo
18324570DYNAMIC APPLICATION ICONSMay 2023August 2023Allow200NoNo
18321869MULTI-TASKING WORKDESK FOR COMPUTING ENVIRONMENTMay 2023January 2024Allow800YesNo
18322176SYSTEM AND METHOD FOR CONTENT SYNCHRONIZATIONMay 2023March 2025Allow2120YesNo
18321486DRAG AND DROP FUNCTIONS TO START THE PROCESS OF APPLYING FOR FINANCIAL SERVICESMay 2023April 2024Allow1010NoNo
18198224SYSTEMS AND METHODS FOR USE OF DIGITAL UNDERLAYMENTMay 2023May 2024Allow1210NoNo
18197662INFORMATION OUTPUT SYSTEM AND METHODMay 2023July 2024Allow1530YesNo
18197009CRITERIA-BASED EXPANSION OF GROUP NODES IN A NETWORK TOPOLOGY VISUALIZATIONMay 2023December 2023Allow700NoNo
18196217SYSTEMS AND METHODS FOR SYNTHETIC DATA AGGREGATIONSMay 2023September 2023Allow400YesNo
18314704COMBINING FIRST USER INTERFACE CONTENT INTO SECOND USER INTERFACEMay 2023November 2024Allow1830YesNo
18144477DEVICE CONTROLLER AND VIEWERMay 2023December 2023Allow700NoNo
18313272SYSTEM AND METHOD FOR DYNAMICALLY GROUPING AND DISPLAYING A PLURALITY OF CONTENTMay 2023August 2024Abandon1610YesNo
18144059SYSTEMS AND METHODS FOR DETERMINING A POSITION FOR PLACING OF A JOINT PROSTHESISMay 2023April 2024Allow1110YesNo
18142902CONTROLLING A DEVICE BASED ON PROCESSING OF IMAGE DATA THAT CAPTURES THE DEVICE AND/OR AN INSTALLATION ENVIRONMENT OF THE DEVICEMay 2023June 2024Allow1320YesNo
18311623INTERFACE FOR TRIMMING VIDEOSMay 2023February 2024Allow1010NoNo
18141978PLATFORM-INDEPENDENT CONTENT GENERATION FOR THIN CLIENT APPLICATIONSMay 2023November 2024Allow1810YesNo
18309805SYSTEM AND METHOD PROVIDING RESPONSIVE EDITING AND VIEWING, INTEGRATING HIERARCHICAL FLUID COMPONENTS AND DYNAMIC LAYOUTApril 2023June 2024Allow1410NoNo
18309363COMMUNICATING CONTEXT FOR MESSAGES BETWEEN USERS IN COPY MANAGEMENT SYSTEMSApril 2023August 2023Allow300NoNo
18141020AUTOMATICALLY GENERATING FEEDBACK ABOUT CONTENT SHARED DURING A VIDEOCONFERENCEApril 2023February 2024Allow1010YesNo
18140469Systems and Methods of Converting User Input Into Standardized InputApril 2023November 2023Allow700NoNo
18140202ACQUIRING EVENT INFORMATION FROM A PLURALITY OF TEXTSApril 2023October 2023Allow600NoNo
18308289ELECTRONIC DEVICE COMPRISING EXPANDABLE DISPLAY, AND METHOD FOR PROVIDING CONTENT OF ELECTRONIC DEVICEApril 2023October 2023Allow500NoNo
18139028COORDINATING AND SYNCHRONIZING DATA ENTRY BETWEEN CLIENT COMPUTING DEVICESApril 2023November 2023Allow700NoNo
18138025INPUT APPARATUS, INPUT METHOD, AND RECORDING MEDIUM WITH INPUT PROGRAM RECORDED THEREINApril 2023February 2024Allow1010NoNo
18249935DISTRIBUTED ANALYTICS DEVELOPMENT PLATFORMApril 2023December 2023Allow810NoNo
18303239Hotkey Trainer for Screen Reader ApplicationsApril 2023July 2024Allow1520NoNo
18303386Human Interactions with Mid-Air Haptic SystemsApril 2023May 2024Abandon1310NoNo
18135223METHOD FOR CREATING RPA SCRIPT DATA, METHOD FOR EXECUTING RPA SCRIPT DATA, TERMINAL DEVICE, IMAGE PROCESSING APPARATUS, RPA SCRIPT DATA, AND PROGRAMApril 2023November 2023Allow701NoNo
18135242FILTER LIST GENERATION SYSTEMApril 2023June 2024Allow1420YesNo
18300474INFORMATION PROCESSING APPARATUS, METHOD OF CONTROLLING INFORMATION PROCESSING APPARATUS, AND STORAGE MEDIUM THAT INCLUDE CHANGING A SIZE OF A MEDIUM FROM A FIRST SIZE TO A SECOND SIZEApril 2023April 2025Allow2430YesNo
18299507CACHED DATABASE AND SYNCHRONIZATION SYSTEM FOR PROVIDING DYNAMIC LINKED PANELS IN USER INTERFACEApril 2023November 2024Allow1910YesNo
18297986SYSTEMS AND METHODS FOR MANAGING AN ONLINE USER EXPERIENCEApril 2023December 2023Allow800NoNo
18297343Identifying Co-Located Devices within a Teleconferencing SessionApril 2023December 2023Allow910YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2144.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
167
Examiner Affirmed
110
(65.9%)
Examiner Reversed
57
(34.1%)
Reversal Percentile
58.2%
Higher than average

What This Means

With a 34.1% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
428
Allowed After Appeal Filing
141
(32.9%)
Not Allowed After Appeal Filing
287
(67.1%)
Filing Benefit Percentile
51.2%
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, 32.9% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

✓ Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

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

Art Unit 2144 - Prosecution Statistics Summary

Executive Summary

Art Unit 2144 is part of Group 2140 in Technology Center 2100. This art unit has examined 5,958 patent applications in our dataset, with an overall allowance rate of 71.7%. Applications typically reach final disposition in approximately 32 months.

Comparative Analysis

Art Unit 2144's allowance rate of 71.7% places it in the 32% percentile among all USPTO art units. This art unit has a below-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2144 receive an average of 2.31 office actions before reaching final disposition (in the 84% percentile). The median prosecution time is 32 months (in the 33% 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.