USPTO Art Unit 2199 Prosecution Statistics

Art Unit Information

Art Unit: 2199
Group: 2190
Tech Center: 2100
Total Cases: 6,205
Last Active: July 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19264180METHOD AND SYSTEM FOR ADAPTIVE QUANTUM BACKEND SELECTIONJuly 2025December 2025Allow510YesNo
19198817INTEGRATED AI-DRIVEN AND COMPLIANCE-AWARE MULTI-STATE ENCODING FRAMEWORKMay 2025October 2025Allow610YesNo
19170013Apparatus and Methods for Generating A Technical Debt Management and Data Management MachineApril 2025August 2025Allow500YesNo
19097220ARTIFICIAL INTELLIGENCE (AI) AGENTS ORCHESTRATIONApril 2025September 2025Allow610YesNo
19094601SELECTING A CUSTOM FUNCTION FROM AVAILABLE CUSTOM FUNCTIONS TO BE ADDED INTO A PLAYBOOKMarch 2025December 2025Allow820NoNo
19017861METHOD AND SYSTEM FOR PROCESSING OFFLOADING TASKS OF UNMANNED AERIAL VEHICLE BASED ON EDGE COMPUTING SCENARIOJanuary 2025August 2025Allow710NoNo
19002531TASK SCHEDULING BASED ON SCHEDULING MODEDecember 2024July 2025Allow710YesNo
18990453DOCKER IMAGE REGISTRY SYNCHRONIZATION SERVICEDecember 2024June 2025Allow510YesNo
18987030REQUEST PROCESSING METHOD AND APPARATUS, AND DEVICE AND NONVOLATILE READABLE STORAGE MEDIUMDecember 2024February 2025Allow200YesNo
18910794APPARATUS AND METHOD FOR PERFORMING GROUP COMPUTING IN A SAFETY-CRITICAL OPERATING ENVIRONMENT (SCOE)October 2024December 2024Allow200YesNo
18896224SYSTEM AND METHOD FOR LIFECYCLE MANAGEMENT OPTIMIZATIONSeptember 2024October 2025Allow1300YesNo
18721153SIGNAL PROCESSING DEVICE AND VEHICLE DISPLAY DEVICE COMPRISING SAMEJune 2024March 2025Allow910NoNo
18738538SYSTEMS AND METHODS FOR DISTRIBUTED DECISION-MAKING AND SCHEDULINGJune 2024May 2025Allow1100NoNo
18736730MULTI-AGENT INTERACTIONS USING A SHARED WORKSPACEJune 2024May 2025Allow1120YesNo
18675407SCALABLE CROSS-BOUNDARY EDGE FRAMEWORKMay 2024February 2025Allow900YesNo
18675380SCALABLE CROSS-BOUNDARY EDGE FRAMEWORKMay 2024December 2024Allow700NoNo
18675387SCALABLE CROSS-BOUNDARY EDGE FRAMEWORKMay 2024December 2024Allow700NoNo
18675416SCALABLE CROSS-BOUNDARY EDGE FRAMEWORKMay 2024January 2025Allow800YesNo
18675400SCALABLE CROSS-BOUNDARY EDGE FRAMEWORKMay 2024January 2025Allow800YesNo
18675395SCALABLE CROSS-BOUNDARY EDGE FRAMEWORKMay 2024January 2025Allow800YesNo
18675294MEMORY SHARING FOR MACHINE LEARNING PROCESSINGMay 2024June 2025Allow1310NoNo
18674437ELECTRONIC CONTROL OF FLUID OPERATIONS FOR MACHINESMay 2024April 2025Allow1010NoNo
18670184CONTROLLED UPDATES OF CONTAINERS IN A DISTRIBUTED APPLICATION DEPLOYMENT ENVIRONMENTMay 2024December 2024Allow700NoNo
18664183SYSTEMS AND METHODS FOR DETERMINING ALLOCATABLE RESOURCES DURING PROPORTIONAL MAINTENANCE OF COMPLEX COMPUTING SYSTEMS USING BIFURCATED FILTERINGMay 2024August 2024Allow310YesNo
18657840DEPLOYMENT OF A COMPUTING ENVIRONMENTMay 2024March 2025Allow1000YesNo
18646516METHODS AND APPARATUS TO GENERATE CODE AS A PLUG-IN IN A CLOUD COMPUTING ENVIRONMENTApril 2024November 2024Allow700YesNo
18641383Ontology-Based Multi-Programming Language Component Specifications and Workflow System and Use MethodApril 2024July 2025Allow1530YesNo
18633574SYSTEM AND METHOD TO AUTOMATE MIGRATION OF ONE OR MORE RESOURCES TO A CLOUDApril 2024September 2024Allow510NoNo
18634744PROCESSING A USER TASKApril 2024September 2025Allow1740NoNo
18631903ALLOCATING COMPUTING RESOURCES FOR DEFERRABLE VIRTUAL MACHINESApril 2024February 2025Allow1010NoNo
18623182SYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF AN EVENT AND PROVIDING RESOURCES CUSTOMIZED BASED ON THE EVENTApril 2024November 2024Allow800YesNo
18611041MICROSERVICE TERMINATION WHILE MAINTAINING HIGH AVAILABILITYMarch 2024September 2024Allow600NoNo
18607260APPARATUS AND METHOD FOR SIMULATED VIRTUAL COMPONENT DEVELOPMENTMarch 2024December 2025Allow2150YesNo
18600556PROGRAM CALL STACK CREATION METHOD AND UNWIND STACK METHOD AND APPARATUSMarch 2024February 2026Allow2300YesNo
18598291METHOD FOR TESTING A COMPUTER PROGRAMMarch 2024February 2026Allow2300YesNo
18590447PHYSICAL MEMORY MANAGEMENT FOR VIRTUAL MACHINESFebruary 2024September 2024Allow700YesNo
18583660MACHINE LEARNING REPOSITORY SERVICEFebruary 2024February 2026Allow2400NoNo
18443570SYSTEM AND METHODS FOR PROVIDING INTEROPERABLE NETWORKS AND COMMUNICATIONSFebruary 2024September 2025Allow1940YesNo
18433101NETWORK BEACON FOR HYPERVISOR INSTALLATIONSFebruary 2024March 2025Allow1420YesNo
18433389Resource Conservation for Containerized SystemsFebruary 2024November 2024Allow1010NoNo
18429946SYSTEM AND METHOD FOR MANAGING WORKLOAD OF AN APPLICATION IN A CLOUD COMPUTING ENVIRONMENTFebruary 2024September 2024Allow710NoNo
18429688MANAGEMENT PLANE ORCHESTRATION ACROSS SERVICE CELLSFebruary 2024September 2024Allow800YesNo
18429172RETRIEVAL INTERFACE FOR CONTENT, SUCH AS COMPLIANCE-RELATED CONTENTJanuary 2024September 2024Allow700YesNo
18426679SYSTEMS AND METHODS OF OPTIMIZING RESOURCE ALLOCATION USING MACHINE LEARNING AND PREDICTIVE CONTROLJanuary 2024December 2024Allow1110YesNo
18425729System and method for identifying and rectifying application program interface errors using quantum computingJanuary 2024January 2026Allow2400YesNo
18424213BUILDING MANAGEMENT SYSTEM WITH ADAPTIVE EDGE PROCESSINGJanuary 2024August 2024Allow700NoNo
18292251SOFTWARE UPDATE DEVICE, SOFTWARE UPDATE SYSTEM, AND SOFTWARE UPDATE METHODJanuary 2024January 2026Allow2300YesNo
18291689UPDATE OF AN OPERATING SYSTEM IN A SECURITY ELEMENTJanuary 2024February 2026Allow2510NoNo
18421619AUTOMATED GENERATION OF JAVA MANAGEMENT EXTENSIONS (JMX) CONNECTOR WITHIN INTEGRATION PLATFORMJanuary 2024January 2026Allow2410NoNo
18408015Compositional Construction of Digital TwinsJanuary 2024September 2025Allow2100NoNo
18407101ORCHESTRATION OF DATACENTER CREATION ON A CLOUD PLATFORMJanuary 2024July 2024Allow700NoNo
18404485METHODS, ELECTRONIC DEVICES AND STORAGE MEDIA FOR EXECUTING ASSERTIONSJanuary 2024November 2025Allow2300NoNo
18398339APPARATUS AND METHODS FOR DETERMINING A RESOURCE DISTRIBUTIONDecember 2023May 2024Allow510YesNo
18397572METHOD AND SYSTEM FOR MANAGING A SET OF ALERTS RELATED TO AN APPLICATION WORKFLOWDecember 2023September 2025Allow2000NoNo
18574657EMBEDDED SYSTEM RUNNING METHOD AND APPARATUS, AND EMBEDDED SYSTEM AND CHIPDecember 2023January 2025Allow1210NoNo
18574075ESTIMATING CAUSE OF APPLICATION INSTABILITYDecember 2023February 2026Allow2610NoNo
18395210SYSTEM AND METHOD FOR A SAFETY CRITICAL OPERATING ENVIRONMENT CONTAINER ARCHITECTUREDecember 2023February 2025Allow1330YesNo
18394357TESTING AUTOMATION FOR OPEN STANDARD CLOUD SERVICES APPLICATIONSDecember 2023January 2026Allow2510NoNo
18395149APPARATUS AND METHOD FOR PROVIDING A SAFETY-CRITICAL OPERATING ENVIRONMENT (SCOE)December 2023July 2024Allow710YesNo
18393124METHOD AND SYSTEM FOR RECOMMENDING AGILE SOFTWARE FRAMEWORK METHODOLOGYDecember 2023October 2025Allow2100NoNo
18545177DEBUGGING INSTRUCTION EXECUTION ERRORS IN A SIMULATED COMPUTER SYSTEMDecember 2023December 2025Allow2310YesNo
18541003Qubit Registry NamespacesDecember 2023January 2026Allow2510YesNo
18540592COLLECTIVE OPERATION AND COMPUTE OPERATION PIPELININGDecember 2023October 2025Allow2200NoNo
18533780Mobile Application Development DeviceDecember 2023July 2024Allow700NoNo
18532780METHOD FOR DEPLOYING CONTAINERIZED SECURITY TECHNOLOGIES ON EMBEDDED DEVICESDecember 2023March 2025Abandon1510NoNo
18568188TEST VISUALISATION TOOLDecember 2023September 2025Allow2100NoNo
18530055SYSTEMS AND METHODS FOR ENABLING SOFTWARE CODE FOR DIFFERENT LANGUAGESDecember 2023February 2026Allow2620YesNo
18528866TRANSLATION QUALITY ASSURANCE BASED ON LARGE LANGUAGE MODELSDecember 2023January 2026Allow2510YesNo
18522765SCALE OUT DEDUPLICATED FILE SYSTEM AS MICROSERVICESNovember 2023July 2024Allow800YesNo
18564803Computer-Implemented Method and System for Learning-Based Anomaly Detection in Order to Determine a Software Error in a Networked VehicleNovember 2023October 2025Allow2210NoNo
18564824Analysis Device and Analysis MethodNovember 2023November 2025Allow2400YesNo
18518536EMBEDDED DEVICE TESTING METHOD USING HOST VIRTUALIZATION AND COMPUTING DEVICE EXECUTING THE SAMENovember 2023March 2026Allow2810NoNo
18563563SYSTEM AND METHOD FOR SCRIPT-LESS AUTOMATION FOR RTP TESTING OR ANY API TESTINGNovember 2023November 2025Allow2410NoNo
18516575APPROACH TO USER PROVISIONING WHEN SHIFTING A NON-CLOUD PLATFORM TO THE CLOUDNovember 2023January 2026Allow2600YesNo
18513712DYNAMIC MULTI CLOUD CONTROLNovember 2023August 2024Allow920YesNo
18512215PREPROCESSING CODE USING LARGE LANGUAGE MODELS FOR PERFORMANCE PORTABILITYNovember 2023December 2025Allow2510NoNo
18513216SPACE PROFILE INTERPRETER FRAMEWORK FOR A COMPUTER FILENovember 2023October 2025Allow2330YesNo
18561590HIERARCHICAL COMPILING AND EXECUTION IN A MACHINE LEARNING HARDWARE ACCELERATORNovember 2023January 2026Allow2610YesNo
18509564IDENTIFICATION OF RELATED TEST CASES AND OVERLAPPING CODE UNDER TESTNovember 2023September 2025Allow2200YesNo
18508962Evolutionary Programming Techniques Utilizing Context IndicationsNovember 2023April 2025Allow1720YesNo
18507468SYSTEM AND METHOD TO DETECT PROBLEMATIC CODE CHANGES IN FIRMWARENovember 2023October 2025Allow2310NoNo
18507562METHOD FOR UPDATING APPLICATION AND ELECTRONIC DEVICE THEREOFNovember 2023January 2026Allow2610YesNo
18508054SYSTEMS AND METHODS FOR PROVIDING A DATA STRUCTURE THAT STORES INFORMATION ASSOCIATED WITH SERVERLESS COMPUTE FILE PACKAGESNovember 2023October 2025Allow2310YesNo
18505905EXOSUIT ACTIVITY TRANSITION CONTROLNovember 2023July 2025Allow2020YesNo
18387672REQUIREMENTS TO TEST SYSTEM AND METHODNovember 2023December 2024Allow1310YesNo
18503159AUTOMATIC GENERATION OF A COEXISTENCE LAYER USING ROBOTIC PROCESS AUTOMATION FOR APPLICATION MODERNIZATIONNovember 2023October 2025Allow2410YesNo
18501683SYSTEM AND METHODS FOR AUTOMATED API DETERMINATION, GENERATION, AND INTEGRATIONNovember 2023August 2025Allow2130YesNo
18501957SYSTEMS AND METHODS FOR SUPPORTING MULTIPLE AUTOMATED WORKFLOWSNovember 2023June 2024Allow700YesNo
18501934CONTROL METHOD, SYSTEM AND DEVICE WITH EDGE CLOUD SERVICE STABILITYNovember 2023April 2024Allow610YesNo
18501839EFFICIENTLY VECTORIZED IMPLEMENTATION OF OPERATIONS IN A GLOBAL GRID INDEXING LIBRARYNovember 2023July 2025Allow2000NoNo
18500907DISTINGUISHING PATTERN DIFFERENCES FROM NON-PATTERN DIFFERENCESNovember 2023August 2025Allow2110NoNo
18498413Estimation of Current and Future Machine StatesOctober 2023July 2024Allow800YesNo
18498961GENERALIZED INTERMEDIATE AND LOWER LEVEL SOURCE CODE REPRESENTATIONS FOR STATIC APPLICATION SECURITY TESTINGOctober 2023November 2025Allow2510NoNo
18493943PREDICTIVE WAFER SCHEDULING FOR MULTI-CHAMBER SEMICONDUCTOR EQUIPMENTOctober 2023September 2024Allow1100YesNo
18382723Systems and methods for updating a network applianceOctober 2023January 2026Allow2710YesNo
18492127INFORMATION PROCESSING SYSTEM AND BIOS UPDATE METHODOctober 2023November 2025Allow2510YesNo
18287802VEHICLE CONTROL APPARATUSOctober 2023November 2025Allow2510NoNo
18490606DOCKER IMAGE REGISTRY SYNCHRONIZATION SERVICEOctober 2023September 2024Allow1110NoNo
18381498SYSTEMS AND METHODS FOR REMOTE DEBUGGINGOctober 2023June 2025Allow2020YesNo
18487259REUSABLE CODE MANAGEMENT FOR IMPROVED DEPLOYMENT OF APPLICATION CODEOctober 2023August 2024Allow1010NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2199.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
175
Examiner Affirmed
127
(72.6%)
Examiner Reversed
48
(27.4%)
Reversal Percentile
23.5%
Lower than average

What This Means

With a 27.4% 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
492
Allowed After Appeal Filing
177
(36.0%)
Not Allowed After Appeal Filing
315
(64.0%)
Filing Benefit Percentile
69.9%
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, 36.0% 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 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 2199 - Prosecution Statistics Summary

Executive Summary

Art Unit 2199 is part of Group 2190 in Technology Center 2100. This art unit has examined 6,205 patent applications in our dataset, with an overall allowance rate of 80.2%. Applications typically reach final disposition in approximately 33 months.

Comparative Analysis

Art Unit 2199's allowance rate of 80.2% 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 2199 receive an average of 2.23 office actions before reaching final disposition (in the 75% percentile). The median prosecution time is 33 months (in the 37% 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 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.