USPTO Group 2440 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19350012SYSTEM AND METHOD FOR COMMUNICATION VALIDATION AND MULTI-ATTRIBUTE TRUST SCORING THROUGH CROSS-NETWORK INTELLIGENCE CORRELATIONOctober 2025January 2026Allow300YesNo
19333687DETECTING ANOMALOUS RESOURCE DISTRIBUTION PATTERNS IN DISTRIBUTED ARTIFICIAL INTELLIGENCE-BASED AGENT NETWORKSSeptember 2025February 2026Allow400NoNo
19333600KNOWLEDGE REGISTRY FOR AGENTIC ARTIFICIAL INTELLIGENCE MODELS STORED ON A DISTRIBUTED NETWORKSeptember 2025January 2026Allow400YesNo
19333621MANAGING DIGITAL ARTIFACT ACCESS USING AGENTIC ARTIFICIAL INTELLIGENCE MODELSSeptember 2025January 2026Allow400NoNo
19333639ALLOCATING RESOURCES AMONG AUTONOMOUS ARTIFICIAL INTELLIGENCE AGENTS WITHIN A DISTRIBUTED COMPUTATIONAL NETWORKSeptember 2025January 2026Allow400NoNo
19334739ENCRYPTED AUTONOMOUS AGENT VERIFICATION IN MULTI-TIERED DISTRIBUTED SYSTEMS OF THIRD PARTY AGENTSSeptember 2025January 2026Allow400NoNo
19309368OPTICAL TRANSPORT NETWORK (OTN) PATH COMPUTATION WITH CROSS-VENDOR INTEGRATIONAugust 2025November 2025Allow200NoNo
19298256SYSTEM AND METHOD FOR AUTOMATED AFFINITY-BASED NETWORK EXPANSION THROUGH INTELLIGENT RELATIONSHIP DISCOVERY AND COMPATIBILITY MATCHINGAugust 2025February 2026Allow610NoNo
19288027ENCRYPTED AUTONOMOUS AGENT VERIFICATION IN MULTI-TIERED DISTRIBUTED SYSTEMS ACROSS GLOBAL OR CLOUD NETWORKSAugust 2025December 2025Allow410NoNo
19267469Proxy-based Secure Model Context Protocol Server Access for Artificial Intelligence AgentsJuly 2025October 2025Allow300YesNo
19264942SYSTEMS FOR UPDATING PERIPHERAL DEVICE SETTINGSJuly 2025December 2025Allow500NoNo
19261226METHOD FOR AUTOMATED NAVIGATION OF COMPLEX WEBSITESJuly 2025October 2025Allow300NoNo
19255926INTERNET INFRASTRUCTURE SYSTEM AND METHODJune 2025January 2026Allow600YesNo
19252699APPARATUS AND METHOD FOR GENERATING AN OPTIMIZED OPERATION OF A MULTIMODAL UNIT AS A FUNCTION OF A NETWORK OPTIMIZERJune 2025September 2025Allow300YesNo
19246671AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING MICROSTRUCTURAL FEATURESJune 2025October 2025Allow400YesNo
19238640VIRTUAL TAG BASED RESOURCE REALLOCATION FOR COMPUTING CLOUDSJune 2025December 2025Allow610NoNo
19232553METHOD AND SYSTEM FOR MULTI-STAGE TOPOLOGY RECONFIGURATION OF DISTRIBUTION NETWORK BASED ON GRAPH COMPUTINGJune 2025December 2025Allow710YesNo
19230601HARDWARE AND SOFTWARE COMMUNICATION PROTOCOLJune 2025September 2025Allow410NoNo
19225417DECENTRALIZED NETWORK DEVICE SYSTEM, METHOD, NETWORK CLOUD PACKET FORWARDER, AND READABLE STORAGE MEDIUMJune 2025March 2026Allow920NoNo
19225768NETWORK BANDWIDTH ARCHITECTURE FOR BIOINFORMATICS SYSTEMJune 2025September 2025Allow410YesNo
19224748SYSTEM AND METHOD FOR MANAGING COMMUNICATION THROUGH SEAMLESS TRANSITIONS BETWEEN SYNCHRONOUS AND ASYNCHRONOUS COMMUNICATIONSMay 2025June 2025Allow100NoNo
19219564SYSTEMS AND METHODS FOR GENERATING NETWORK DATA STRUCTURES FROM LOCAL PERIPHERAL SIGNALSMay 2025July 2025Allow200NoNo
19216822SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYMay 2025September 2025Allow410NoNo
19213522SYSTEM PERFORMANCE DEGRADATION DETECTION AND REMEDIATION UTILIZING DISCRETE INTER-MESSAGE TIMING CALCULATION AND MODELING INTER-MESSAGE-TIMINGMay 2025October 2025Allow510YesNo
19209386COMPUTER READABLE STORAGE MEDIUM WITH PROGRAM INSTRUCTIONS FOR BIOMETRIC AUTHENTICATIONMay 2025July 2025Allow200NoNo
19205114SYSTEMS AND METHODS FOR PROVIDING A GLOBAL VIRTUAL NETWORK (GVN)May 2025June 2025Allow100NoNo
19203215Method for transmitting event data from a field device to a remote computing device, computer program product, field device, and systemMay 2025August 2025Allow410YesNo
19188571SYSTEM AND METHOD FOR A GLOBAL VIRTUAL NETWORKApril 2025September 2025Allow510NoNo
19185504CLOUD NATIVE OBSERVABILITY MIGRATION AND ASSESSMENTApril 2025June 2025Allow200NoNo
19185347METHOD AND SYSTEM INCLUDING FINGERPRINT AND IMAGE SCANNING FOR AUTHENTICATIONApril 2025June 2025Allow200NoNo
19185200METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR ASSOCIATING A NAME WITH A NETWORK PATHApril 2025August 2025Allow410NoNo
19184927PREFERENTIAL ROUTING OF VIRTUAL RESOURCE TRANSFERSApril 2025July 2025Allow300NoNo
19123006INTER-NODE COMMUNICATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMApril 2025February 2026Allow910NoNo
19179996SYSTEMS AND METHODS FOR EXECUTING MULTI-PARTY VALIDATIONS FOR COMPLEX COMMUNICATIONS ACROSS MULTIPLE COMPUTER NETWORKS USING BIFURCATED DIGITAL SIGNING PROCESSESApril 2025November 2025Allow710NoNo
19096591DATA DISTRIBUTION SERVICEMarch 2025May 2025Allow200NoNo
19091944COMMUNICATION SYSTEM AND METHOD OF WIRELESS COMMUNICATION IN HIERARCHICAL COMMUNICATION NETWORKMarch 2025June 2025Allow310NoNo
19116198INFORMATION PROCESSING METHOD, CONTROLLER CLUSTER, ELECTRONIC DEVICE, AND MEDIUMMarch 2025June 2025Allow200NoNo
18272583A blockchain-based multi-tenant distributed leasing method for satellite network resourcesMarch 2025January 2026Allow3010YesNo
19084562METHOD AND APPARATUS FOR CROSS-COMPUTING POWER CLUSTER COMMUNICATION, ELECTRONIC DEVICE AND STORAGE MEDIUMMarch 2025June 2025Allow300NoNo
19081110SYSTEMS, DEVICES, AND METHODS FOR COMMUNICATING VEHICLE-RELATED IMAGE DATAMarch 2025January 2026Allow1020YesNo
19081676EGRESS MIGRATION OF VIRTUALIZED SOFTWARE SERVICESMarch 2025May 2025Allow200YesNo
19079971PATH VERIFICATION METHOD IN CONTENT DELIVERY NETWORK, AND DEVICEMarch 2025August 2025Allow510NoNo
19080681METHOD AND DEVICE OF STACKING SYSTEMMarch 2025August 2025Allow510NoNo
19110692INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD AND PROGRAMMarch 2025March 2026Allow1220NoNo
19073463METHOD, APPARATUS, DEVICE AND MEDIUM FOR IP QUALITY DATA PROCESSING IN CDNMarch 2025November 2025Allow800YesNo
19068004INFORMATION COMMUNICATION DEVICE AND INFORMATION COMMUNICATION PROGRAMMarch 2025January 2026Abandon1120YesNo
19066192SECURITY VALIDATION SYSTEM USING DYNAMIC RELATIONSHIP FINGERPRINTSFebruary 2025April 2025Allow100NoNo
19066045CDN NETWORK REQUEST SCHEDULING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUMFebruary 2025August 2025Allow610NoNo
19063742FINE-GRAINED SECURITY POLICY ENFORCEMENT FOR APPLICATIONSFebruary 2025August 2025Allow510NoNo
19062257GENERATIVE ARTIFICIAL INTELLIGENCE ELECTRONIC MESSAGE GENERATION, TRANSMISSION AND AI GENERATED ELECTRONIC MESSAGE RESPONSEFebruary 2025January 2026Allow1120YesNo
19105830COMMUNICATION METHOD, REFRIGERATION AND AIR CONDITIONING-RELATED SYSTEM, AND COMMUNICATION NODEFebruary 2025November 2025Allow900NoNo
19049965AUTOMATIC CONFIGURATION OF WIRELESS CONNECTIONS BETWEEN ROUTERS AND WIRELESS DEVICESFebruary 2025October 2025Allow810NoNo
19036148Systems and Methods for Blockchain-Based Tracking and Selective Access to User DataJanuary 2025June 2025Allow520NoNo
19031393Systems and Methods for Dynamically Generating Manifests that Enable Dynamic Insertion of Content During Adaptive Streaming of VideoJanuary 2025January 2026Allow1220YesNo
19032038METHOD AND SYSTEM FOR COMPUTING POWER NETWORK SCHEDULING SERVICE BASED ON COMPREHENSIVE WEIGHT DECISION OF NETWORK PERFORMANCEJanuary 2025June 2025Allow510NoNo
19030720USER INTERFACES FOR MESSAGE SUMMARIESJanuary 2025July 2025Allow620YesNo
19030316CLUSTER COMPUTINGJanuary 2025November 2025Allow1010NoNo
19030706CLUSTER COMPUTINGJanuary 2025October 2025Allow910NoNo
19030175CLUSTER COMPUTINGJanuary 2025November 2025Allow1010NoNo
19024348Multi-Terminal Conference System and Conference Multi-Terminal Collaboration Method for Multi-Terminal Remote Conference without Downloading and Running Driver Software and/or ApplicationJanuary 2025June 2025Allow510NoNo
19020119SYSTEM PERFORMANCE DEGRADATION DETECTION AND REMEDIATION UTILIZING DISCRETE INTER-MESSAGE TIMING CALCULATION AND MODELING INTER-MESSAGE-TIMINGJanuary 2025March 2025Allow200YesNo
19019007SYSTEMS AND METHODS FOR ELECTRONIC MAIL CATEGORIZATION AND GENERATIVE ANALYSISJanuary 2025March 2025Allow200YesNo
18881887CONNECTING A GROUP OF INDUSTRIAL TOOLS TO A PLURALITY OF CONTROLLERS USING SHARED SINGLE VIRTUAL IP ADDRESS AND IDENTIFIERSJanuary 2025June 2025Allow500NoNo
19009906METHOD OF AND SYSTEM FOR CONNECTING ARTISTS AND MANAGERS IN THE MEDIA INDUSTRY TO FACILITATE COLLABORATION AND INITIATE AGREEMENTSJanuary 2025March 2025Allow200NoNo
19005816Anomaly Detection In Copper NetworksDecember 2024July 2025Allow710NoNo
19005970METHOD AND SYSTEM FOR USING A SITUATIONAL NETWORKDecember 2024May 2025Allow410NoNo
19003390Automated Self Service on a Multi-Cloud Network PlatformDecember 2024January 2026Allow1310NoNo
19001194HYBRID EXECUTION OF CUSTOM PLAYBOOK CODEBLOCKSDecember 2024December 2025Allow1110NoNo
18999168DATA BROKER AND CLIENTDecember 2024July 2025Allow710YesNo
18990176SYSTEMS, METHODS, AND APPARATUSES FOR MITIGATING RESOURCE USAGEDecember 2024November 2025Allow1110NoNo
18875331MANAGEMENT IP DRIFT METHOD AND STORAGE FRAMEDecember 2024August 2025Allow800NoNo
18981108SYSTEMS AND METHODS FOR PROVIDING A GLOBAL VIRTUAL NETWORK (GVN)December 2024February 2025Allow200NoNo
18973232METHODS AND SYSTEMS FOR INFORMATION PUSH IN INDUSTRIAL INTERNET OF THINGS (IIOT) BASED ON SERVICE CLOUD PLATFORMSDecember 2024August 2025Allow810NoNo
18968906EDGE NETWORKS FOR SURROGATE BROWSING AND DIRECT TRAFFIC VIA PROXYDecember 2024February 2025Allow200YesNo
18870470COMMUNICATION NETWORKING METHOD AND SYSTEM APPLICABLE TO WIDE-AREA DECENTRALIZED CHARGING PILESNovember 2024May 2025Allow600YesNo
18962541ENDPOINT DETECTION AND RESPONSE BASED ON AGGREGATED RUNTIME EXECUTION DATANovember 2024November 2025Allow1220NoNo
18960378Generating a Summary of a Conversation Between Users for an Additional User in Response to Determining the Additional User is Joining the ConversationNovember 2024March 2026Allow1610NoNo
18869434VEHICLE MOBILITY SYSTEM COMMUNICATIONS NETWORKNovember 2024February 2026Allow1511NoNo
18959256ADVANCED ROUTING AND REMOTE RENDERED VIDEOS LAYOUT FOR MEETING SIDE GROUP CONVERSATIONS AND VOICE ASSISTANT PROVIDERSNovember 2024February 2026Allow1500NoNo
18956417TRAIN DATA TRANSMISSION SYSTEM AND METHOD, APPARATUS, AND MEDIUMNovember 2024March 2026Allow1600NoNo
18954944ARTIFICIAL INTELLIGENCE (AI) DRIVEN TAXONOMY FRAMEWORK GENERATIONNovember 2024May 2025Allow610YesNo
18955960METHOD FOR BALANCING PRODUCTION AND CONSUMPTION OF ENERGY OF ENERGY STORAGE DEVICE AND ELECTRONIC DEVICENovember 2024December 2025Allow1300YesNo
18954454SYSTEMS AND METHODS FOR FACILITATING CABLE INSTALLATIONNovember 2024March 2025Allow410YesNo
18867620Data Transmission Method for Cloud Application, Computing Device, and Computer Storage MediumNovember 2024March 2026Allow1600YesNo
18952004INTERNET OF THINGS (IOT) SYSTEMS AND METHODS FOR MANAGING SMART GAS-INTEGRATED DATA CENTERNovember 2024March 2026Allow1600NoNo
18952200COMPUTER-BASED REAL-TIME RELEVANCE SYSTEMS CONFIGURED FOR DOMAIN NAME SEARCH PERSONALIZATION AND METHODS OF USE THEREOFNovember 2024February 2025Allow200NoNo
18950611System and Method for Sharing Updates Between Repositories in Enterprise Content ManagementNovember 2024March 2025Allow400NoNo
18948086METHOD FOR MANAGING INFORMATION OF FIELD REPLACEABLE UNITSNovember 2024March 2026Allow1600NoNo
18948109METHOD AND APPARATUS FOR PROCESSING SERVICE ALARM BASED ON CDN, DEVICE, AND MEDIUMNovember 2024May 2025Allow610YesNo
18945982VIRTUAL INTELLIGENCE AND OPTIMIZATION THROUGH MULTI-SOURCE, REAL-TIME, AND CONTEXT-AWARE REAL-WORLD DATANovember 2024March 2026Allow1600YesNo
18946873RULES ENGINE FOR DYNAMIC CONTEXTUAL ROUTING TO ARTIFICIAL INTELLIGENCE MODELSNovember 2024May 2025Allow600NoNo
18944855SYSTEMS AND METHODS FOR DELIVERY OF CONTENT VIA MULTICAST AND UNICASTNovember 2024March 2026Allow1600NoNo
18943702METHOD FOR OPERATING A CONTROL SYSTEM, AND CONTROL SYSTEMNovember 2024March 2026Allow1600NoNo
18943639WEB PAGE SPECTROSCOPYNovember 2024February 2026Allow1510NoNo
18864889DEVICE AND METHOD FOR ROUTING FLOWS IN TIME-SENSITIVE NETWORKSNovember 2024March 2026Allow1600NoNo
18941928DISTRIBUTED COMMUNICATION AND CONTROL SYSTEM USING CONCURRENT MULTI-CHANNEL MASTER UNITNovember 2024March 2025Allow510YesNo
18941966SELF-ADAPTIVE HEALTH MONITORING SYSTEMS INCLUDING NETWORKS OF TENSOR NETWORKSNovember 2024March 2026Allow1600NoNo
18941430UTILIZING A LARGE LANGUAGE MODEL TO GENERATE AN AUTOMATED COMMUNICATION FLOWNovember 2024March 2026Allow1600YesNo
18942012PACKET PROCESSING METHOD, DEVICE, AND SYSTEM, AND COMPUTER-READABLE STORAGE MEDIUMNovember 2024March 2026Allow1600NoNo
18941472NETWORK REQUEST RESPONSENovember 2024January 2025Allow200YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for group 2440.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2374
Examiner Affirmed
1605
(67.6%)
Examiner Reversed
769
(32.4%)
Reversal Percentile
45.5%
Lower than average

What This Means

With a 32.4% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage 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
6236
Allowed After Appeal Filing
2081
(33.4%)
Not Allowed After Appeal Filing
4155
(66.6%)
Filing Benefit Percentile
54.3%
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, 33.4% 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.

Group 2440 - Prosecution Statistics Summary

Executive Summary

Group 2440 is part of Technology Center 2400. This group has examined 54,164 patent applications in our dataset, with an overall allowance rate of 74.8%. Applications typically reach final disposition in approximately 33 months.

Prosecution Patterns

Applications in Group 2440 receive an average of 2.35 office actions before reaching final disposition. The median prosecution time is 33 months.

Strategic Overview

This group-level data aggregates statistics across multiple art units. For more targeted prosecution strategies, review the individual art unit and examiner statistics within this group.

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.