USPTO Art Unit 2192 Prosecution Statistics

Art Unit Information

Art Unit: 2192
Group: 2190
Tech Center: 2100
Total Cases: 10,101
Last Active: March 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19067902Machine Learning Engine for Workflow Enhancement in Digital WorkflowsMarch 2025May 2025Allow300YesNo
19000671SYSTEMS AND METHODS FOR EXECUTING AN ANALYTICAL OPERATION ACROSS A PLURALITY OF COMPUTER PROCESSESDecember 2024February 2025Allow200YesNo
18991051Reachability Analysis for Binary ExecutablesDecember 2024March 2025Allow300YesNo
18942096SYSTEMS AND METHODS FOR REVIEWING CODENovember 2024April 2025Allow610YesNo
18895119SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR TRAINING A CODE GENERATION MODEL FOR LOW-RESOURCE LANGUAGESSeptember 2024December 2024Allow200YesNo
18818202SYSTEMS, DEVICES, AND METHODS FOR CREATING, DEPLOYING, AND INTEGRATING PLUGINS WITH LARGE LANGUAGE MODEL APPLICATIONSAugust 2024February 2025Allow610YesNo
18800731METHOD FOR CONVERTING MODELS TO PROGRAMSAugust 2024April 2025Allow810YesNo
18780334Machine Learning-Based Universal Software Component IdentificationJuly 2024October 2024Allow310NoNo
18730782Software-Code-Defined Digital Threads in Digital Engineering Systems with Artificial Intelligence (AI) AssistanceJuly 2024March 2025Allow800YesNo
18768900DISTRIBUTED FUNCTIONAL MODULES INTEGRABLE IN MULTIPLE APPLICATIONSJuly 2024September 2024Allow200YesNo
18762239CODE EXECUTION AND DATA PROCESSING PIPELINEJuly 2024February 2025Allow700YesNo
18723866PROGRAMMABLE CONTROLLER SYSTEM, DEVELOPMENT SUPPORT DEVICE, AND RECORDING MEDIUMJune 2024March 2025Allow910YesNo
18752113AUDITABLE AUTHORSHIP ATTRIBUTION WITH AUTOMATICALLY APPLIED AUTHORSHIP TOKENSJune 2024August 2024Allow200YesNo
18750565SEPARATE FIRMWARE TO FIXED AND REMOVABLE STORAGESJune 2024September 2024Allow300YesNo
18722782MANAGING AN APP, FOR EXAMPLE DEVELOPING AN APP COMPRISING UPDATING A WORKFLOW OF THE APP, METHOD, AND SYSTEMJune 2024April 2025Allow1010YesNo
18746126ARTIFICIAL INTELLIGENCE (AI) SUPPORTED GRAPH ENABLED METHOD TO MANAGE UPGRADES FOR APPLICATIONSJune 2024April 2025Allow1010YesNo
18718690STORAGE CONTROLLER SYSTEM UPDATING METHOD AND SYSTEM, COMPUTER DEVICE, AND STORAGE MEDIUMJune 2024October 2024Allow400NoNo
18731526Configuration Items for Supporting Automations and Efficacies ThereofJune 2024May 2025Allow1110YesNo
18661997CLOUD INSTANCE SELECTION BASED ON AUTOMATED PERFORMANCE METRICS COLLECTIONMay 2024March 2025Allow1020YesNo
18651439MEDICAL DEVICE UPDATE SYSTEMApril 2024April 2025Allow1110NoNo
18648583NESTED LOOP CONTROLApril 2024February 2025Allow1000NoNo
18641166FACILITATING UPDATES TO DATA PIPELINES USING MODULARLY-GENERATED PLATFORM-AGNOSTIC DATA PIPELINE PORTIONS SYSTEMS AND METHODSApril 2024August 2024Allow300NoNo
18639132METHOD AND APPARATUS FOR COMPILING DIFFERENTIAL-ORDER LOGIC EXPRESSIONS, ELECTRONIC DEVICES, AND STORAGE MEDIUMApril 2024October 2024Allow610YesNo
18633322AUTOMATING SEMANTICALLY-RELATED COMPUTING TASKS ACROSS CONTEXTSApril 2024April 2025Allow1200NoNo
18628773AUTOMATED PROGRAM REPAIR TOOLApril 2024April 2025Allow1310YesNo
18609387Source Code Evaluator and Modified Parameter Structure for Enabling Automated Validation of Parameter Values in Source CodeMarch 2024August 2024Allow510YesNo
18608271ACTION VALIDATION FOR DIGITAL ASSISTANT-BASED APPLICATIONSMarch 2024April 2025Allow1310YesNo
18692785METHOD FOR UPGRADING CPLD AND CPLD UPGRADING SYSTEM, AND COMPUTER-READABLE STORAGE MEDIUMMarch 2024July 2024Allow400NoNo
18597744AUDITABLE AUTHORSHIP ATTRIBUTION WITH AUTOMATICALLY APPLIED AUTHORSHIP TOKENSMarch 2024June 2024Allow300YesNo
18594445Bi-Directional Design-to-CodeMarch 2024January 2025Allow1100NoNo
18592810NEURAL NETWORK SYSTEMS FOR SOURCE CODE SUMMARIZATIONMarch 2024August 2024Allow610YesNo
18584195AUTOMATIC CODE RECONFIGURATION BASED ON FUNCTION AND SUBFUNCTION ANALYSISFebruary 2024November 2024Allow900YesNo
18584591SYSTEMS AND METHODS FOR DEPLOYING FEDERATED INFRASTRUCTURE AS CODEFebruary 2024February 2025Allow1110YesNo
18434426METHODS AND APPARATUS FOR INTENTIONAL PROGRAMMING FOR HETEROGENEOUS SYSTEMSFebruary 2024April 2025Allow1420NoNo
18420190SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT FOR PREDICTING A NEXT HOP IN A SEARCH PATHJanuary 2024November 2024Allow1000YesNo
18418074CONFIGURATION PROPERTIES MANAGEMENT FOR SOFTWAREJanuary 2024January 2025Allow1210YesNo
18414656PERFORMANCE UTILITIES FOR MOBILE APPLICATIONSJanuary 2024January 2025Allow1210YesNo
18415048TRANSFER LEARNING SYSTEM FOR AUTOMATED SOFTWARE ENGINEERING TASKSJanuary 2024January 2025Allow1200NoNo
18412175SYSTEMS AND METHODS FOR PROVIDING A USER INTERFACE THAT FACILITATES APPLICATION DEVELOPMENTJanuary 2024September 2024Allow800YesNo
18407035METHOD AND SYSTEM FOR GENERATING DYNAMIC USER EXPERIENCE APPLICATIONSJanuary 2024May 2025Allow1610YesNo
18403006SELF-HEALING LEARNING SYSTEM FOR ONE OR MORE CONTROLLERSJanuary 2024August 2024Allow700YesNo
18400756DIGITAL PROCESSING SYSTEMS AND METHODS FOR FACILITATING THE DEVELOPMENT AND IMPLEMENTATION OF APPLICATIONS IN CONJUNCTION WITH A SERVERLESS ENVIRONMENTDecember 2023June 2024Allow500NoNo
18398801CLOUD VERSION MANAGEMENT FOR LEGACY ON-PREMISE APPLICATIONDecember 2023April 2025Allow1610NoNo
18544632METHOD, APPARATUS AND SYSTEMS FOR ENABLING DELIVERY AND ACCESS OF APPLICATIONS AND SERVICESDecember 2023December 2024Allow1200YesNo
18544217VIRTUAL MACHINE UPDATE WHILE KEEPING DEVICES ATTACHED TO THE VIRTUAL MACHINEDecember 2023February 2025Allow1410NoNo
18534678ROBUST OVER THE AIR REPROGRAMMINGDecember 2023August 2024Allow800NoNo
18525622SEPARATE FIRMWARE TO FIXED AND REMOVABLE STORAGESNovember 2023February 2024Allow300YesNo
18522526FIRMWARE COMPONENT WITH SELF-DESCRIPTIVE DEPENDENCY INFORMATIONNovember 2023February 2025Allow1410YesNo
18564120Data Interaction Method, Apparatus and System for AI Inference Device And Automation ControllerNovember 2023February 2025Allow1500NoNo
18512518AUTOMATIC CODE GENERATION OF OPTIMIZED RTL VIA REDUNDANT CODE REMOVALNovember 2023March 2025Allow1600NoNo
18511714UPDATE CONTROL SYSTEM, UPDATE CONTROL METHOD, NON-TRANSITORY STORAGE MEDIUM, AND IN-VEHICLE CONTROL DEVICENovember 2023April 2025Allow1710NoNo
18509380Collision Evaluation For Log-Based SimulationsNovember 2023February 2025Allow1510NoNo
18501643CONFIGURATION-DRIVEN APPLICATIONSNovember 2023July 2024Allow800YesNo
18497854GENERATING A PLATFORM-AGNOSTIC DATA PIPELINE VIA A LOW CODE TRANSFORMATION LAYER SYSTEMS AND METHODSOctober 2023August 2024Allow1010NoNo
18384507SYSTEMS AND METHODS FOR SOFTWARE INTEGRATION VALIDATIONOctober 2023December 2024Allow1410YesNo
18383537GRAPHICAL USER INTERFACE FOR CODE TO DATAFLOW GRAPH REPRESENTATIONOctober 2023January 2024Allow200YesNo
18489900SEMI-DECLARATIVE METHOD FOR INFRASTRUCTURE DEPLOYMENT AND ACCESS CONTROLOctober 2023June 2025Allow2010NoNo
18380167Computer Processing and Outcome Prediction Systems and MethodsOctober 2023July 2024Allow900YesNo
18379266SYSTEM FOR RECONFIGURING A LEGACY APPLICATION CODE AND A METHOD THEREOFOctober 2023April 2025Allow1800NoNo
18485125OPTIMIZED RECOMPILATION USING HARDWARE TRACINGOctober 2023June 2025Allow2010NoNo
18483336JUST-IN-TIME RENDERING USING DISTRIBUTED CACHE SERVERSOctober 2023June 2025Allow2010NoNo
18377395ONLINE QUERY EXECUTION USING A BIG DATA FRAMEWORKOctober 2023March 2025Allow1710YesNo
18482284Transition Manager SystemOctober 2023November 2024Allow1300YesNo
18482008SYSTEMS AND METHODS FOR PROVIDING A USER INTERFACE THAT FACILITATES APPLICATION DEVELOPMENTOctober 2023December 2023Allow200YesNo
18481558COMPUTING SYSTEM FOR MACRO GENERATION, MODIFICATION, VERIFICATION, AND EXECUTIONOctober 2023January 2025Allow1610NoNo
18481916NOTEBOOK FOR NAVIGATING CODE USING MACHINE LEARNING AND FLOW ANALYSISOctober 2023May 2025Allow1920YesNo
18480461CONTROL METHOD OF AN INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUMOctober 2023June 2025Allow2100NoNo
18478146INDEXER OPERATION AND GENERATION OF INDEX DATASeptember 2023April 2025Allow1810NoNo
18374997TERMINAL HARDWARE CONFIGURATION SYSTEMSeptember 2023September 2024Allow1200YesNo
18373789NETWORK STATUS SIMULATION FOR REMOTE DEVICE INFRASTRUCTURESeptember 2023October 2024Allow1310YesNo
18284074CODE ADJUSTMENT DEVICE AND CODE ADJUSTMENT METHODSeptember 2023June 2025Allow2000NoNo
18474063SCHEMA-BASED INTEGRATION OF EXTERNAL APIS WITH NATURAL LANGUAGE APPLICATIONSSeptember 2023May 2024Allow800YesNo
18474162SYSTEMS AND METHODS PROVIDING CENTRALIZED COMMUNICATION ACROSS FEATURE PROGRAMMING WORKFLOWSSeptember 2023July 2024Allow1000YesNo
18371967SYSTEM AND METHOD FOR AUTOMATIC GENERATION AND MANAGEMENT OF FEATURE LEVEL APPLICATION DIRECTORYSeptember 2023July 2024Allow1010NoNo
18370192SEPARATE FIRMWARE TO FIXED AND REMOVABLE STORAGESSeptember 2023November 2023Allow200YesNo
18369347REMOVING REDUNDANT CODESeptember 2023January 2025Allow1600NoNo
18466089SIGNED SWI CONTAINING SIGNED EXTENSIONS FOR DYNAMIC INSTALLATIONSeptember 2023May 2025Allow2000NoNo
18461558SHRINKING FILES BASED ON FUNCTION ANALYSISSeptember 2023July 2024Allow1010NoNo
18461122EMOTION PROCESSING SYSTEMS AND METHODSSeptember 2023September 2024Allow1310NoNo
18241686METHOD AND APPARATUS FOR SOFTWARE RELEASE MANAGEMENTSeptember 2023May 2024Allow910NoNo
18239029SYSTEM AND METHOD FOR MACHINE PROGRAM ANALYSISAugust 2023December 2023Allow300NoNo
18456110REMOTE RESPIRATORY THERAPY DEVICE MANAGEMENTAugust 2023February 2025Allow1810YesNo
18547873PROGRAM ANALYZING APPARATUS, PROGRAM ANALYZING METHOD, AND TRACE PROCESSING ADDITION APPARATUSAugust 2023January 2025Allow1600NoNo
18452842CROSS COMPILATION UNIT SPARSE CONDITIONAL CONSTANT PROPAGATIONAugust 2023January 2025Allow1600NoNo
18236357DEPLOYING IMMUTABLE IMAGE SOFTWARE ONTO BRANCH RETAIL DEVICESAugust 2023June 2025Allow2200NoNo
18452542Method and System For Homoiconic Low-code / No-code Application DevelopmentAugust 2023February 2024Allow610YesNo
18234407VEHICULAR DEVELOPMENT AND DEBUGGING SYSTEM AND METHOD FOR CONFIGURING PARAMETER FOR GRAPHIC PROGRAMAugust 2023June 2025Allow2200YesNo
18448707METHOD FOR CONTROLLING A PLC USING A PC PROGRAMAugust 2023October 2024Abandon1410NoNo
18232654PROVIDING RESOLUTION SUGGESTIONS IN A PROGRAM DEVELOPMENT TOOLAugust 2023October 2024Allow1410YesNo
18232326MULTI-LINGUAL LINE-OF-CODE COMPLETION SYSTEMAugust 2023October 2024Allow1410NoNo
18446238SYSTEMS AND METHODS TO GENERATE HUMAN-READABLE INSTRUCTION CODE BASED ON A DECLARATIVE SPECIFICATIONAugust 2023February 2024Allow610YesNo
18231575GENERATION OF SERVICE-LEVEL OBJECTIVE SPECIFICATIONS USING JAVA ANNOTATIONAugust 2023September 2024Allow1310YesNo
18366029Method and System for Generating Desired States for Edge SitesAugust 2023June 2025Allow2200NoNo
18365326Computer Code GeneratorAugust 2023April 2025Allow2010NoNo
18365347INTELLIGENT GENERATION AND MANAGEMENT OF ESTIMATES FOR APPLICATION OF UPDATES TO A COMPUTING DEVICEAugust 2023February 2025Allow1920YesNo
18229450Parallel Processing Of DataAugust 2023February 2024Allow700NoNo
18364394METHOD AND SYSTEM FOR SOFTWARE APPLICATION OPTIMIZATION USING NATURAL LANGUAGE-BASED QUERIESAugust 2023July 2024Allow1110NoNo
18361386CODE EXECUTION AND DATA PROCESSING PIPELINEJuly 2023March 2024Allow800YesNo
18360840METHOD AND SYSTEM FOR AUTOMATICALLY AND QUICKLY DEPLOYING FRONT-END PROCESSOR BASED ON GRAY RELEASEJuly 2023December 2024Allow1720YesNo
18360091Determining Correct Base Images for Custom ImagesJuly 2023January 2025Allow1800NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2192.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
139
Examiner Affirmed
103
(74.1%)
Examiner Reversed
36
(25.9%)
Reversal Percentile
17.5%
Lower than average

What This Means

With a 25.9% 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
777
Allowed After Appeal Filing
376
(48.4%)
Not Allowed After Appeal Filing
401
(51.6%)
Filing Benefit Percentile
95.4%
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, 48.4% 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 2192 - Prosecution Statistics Summary

Executive Summary

Art Unit 2192 is part of Group 2190 in Technology Center 2100. This art unit has examined 10,101 patent applications in our dataset, with an overall allowance rate of 81.2%. Applications typically reach final disposition in approximately 31 months.

Comparative Analysis

Art Unit 2192's allowance rate of 81.2% places it in the 64% percentile among all USPTO art units. This art unit has an above-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2192 receive an average of 2.06 office actions before reaching final disposition (in the 71% percentile). The median prosecution time is 31 months (in the 38% percentile).

Strategic Considerations

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

  • The art unit's allowance rate suggests a more favorable examination environment compared to the USPTO average.
  • With more office actions than average, plan for relatively streamlined 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.