USPTO Art Unit 3694 Prosecution Statistics

Art Unit Information

Art Unit: 3694
Group: 3690
Tech Center: 3600
Total Cases: 7,931
Last Active: November 2024

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18957529SYSTEM AND METHOD FOR AUTOMATICALLY GENERATING EMAIL AND ASSOCIATED EMAIL STRATEGIESNovember 2024May 2025Allow510NoNo
18926609SYSTEMS AND METHODS FOR AN ELECTRONIC AUCTIONOctober 2024December 2024Allow200NoNo
18886371Method for Transforming Greenhouse Gas Emissions into Greenhouse Gas Conversion BoulesSeptember 2024November 2024Allow200NoNo
18829683SYSTEMS AND METHODS FOR VERIFYING ASSET MANAGEMENT PERFORMANCESeptember 2024March 2025Allow610YesNo
18781017HIGH ACCURACY GEO-LOCATION SYSTEM AND METHOD FOR MOBILE PAYMENTJuly 2024February 2025Allow710NoNo
18767005SYSTEM AND METHOD FOR IDENTIFYING SUSPICIOUS DESTINATIONSJuly 2024April 2025Allow900YesNo
18748375MOTION-ENABLED TRANSACTION SYSTEM USING AIR SIGN SYMBOLSJune 2024May 2025Allow1110YesNo
18742953SCRIPT-BASED BLOCKCHAIN INTERACTIONJune 2024June 2025Allow1200YesNo
18733186MACHINE LEARNING MODELS FOR QUALITATIVE DOMAINSJune 2024December 2024Allow610YesNo
18677523FINANCIAL MANAGEMENT SYSTEM AND METHOD WITH CUSTOMIZABLE USER INTERFACEMay 2024April 2025Allow1000YesNo
18677689SYSTEM AND METHOD OF TRADING GOODS AND SERVICESMay 2024June 2025Abandon1230NoNo
18672906REPRESENTING A CONTINGENT ASSETMay 2024February 2025Allow900YesNo
18672969REPRESENTING A CONTINGENT ASSETMay 2024March 2025Allow900YesNo
18664948PROBABILISTIC MODELING FOR ANONYMIZED DATA INTEGRATION AND BAYESIAN SURVEY MEASUREMENT OF SPARSE AND WEAKLY-LABELED DATASETSMay 2024February 2025Allow900NoNo
18659309GENERATION OF DIVERGENCE DISTRIBUTIONS FOR AUTOMATED DATA ANALYSISMay 2024March 2025Allow1000YesNo
18655015APPARATUSES, METHODS AND SYSTEMS FOR A PUBLISHING AND SUBSCRIBING PLATFORM OF DEPOSITING NEGOTIABLE INSTRUMENTSMay 2024January 2025Allow900NoNo
18653464SYSTEMS AND METHODS FOR ANALYZING PROPERTY TELEMATICS DATA TO UPDATE RISK-BASED COVERAGE OF A PROPERTYMay 2024January 2025Allow800YesNo
18647596SEMANTIC-AWARE FEATURE ENGINEERINGApril 2024February 2025Allow900YesNo
18643914REPRESENTING A CONTINGENT ASSETApril 2024February 2025Allow1000YesNo
18641541APPROVING AND UPDATING DYNAMIC MORTGAGE APPLICATIONSApril 2024April 2025Allow1210YesNo
18640568SYSTEMS AND METHODS FOR DATA PROTECTION DURING DYNAMIC ORDER MANAGEMENTApril 2024September 2024Allow510YesNo
18639263CONTEXTUAL GRAPHICAL USER INTERFACESApril 2024January 2025Allow900NoNo
18636886REDUCING FALSE POSITIVES USING CUSTOMER FEEDBACK AND MACHINE LEARNINGApril 2024April 2025Allow1210YesNo
18636448MESSAGE RANDOMIZATION AND DELAY BASED ON ORDER TYPE IN AN ELECTRONIC TRADING SYSTEMApril 2024November 2024Allow700NoNo
18636535COMPUTER SYSTEM AND USER INTERFACE FOR RETIREMENT PLANNINGApril 2024May 2025Allow1310YesNo
18632151Direct Mail Marketing System and MethodApril 2024June 2025Abandon1410NoNo
18629106CONTROL METHOD, CONTROLLER, DATA STRUCTURE, AND POWER TRANSACTION SYSTEMApril 2024June 2025Allow1410NoNo
18623517ARTIFICIAL INTELLIGENCE SUPPORTED VALUATION PLATFORMApril 2024December 2024Allow900NoNo
18623460SYSTEMS AND METHODS FOR MANAGING ASSETSApril 2024March 2025Allow1210YesNo
18620115SYSTEMS AND METHODS FOR AN ELECTRONIC AUCTIONMarch 2024August 2024Allow410NoNo
18617940CASINO CASH SYSTEM, APPARATUS AND METHOD UTILIZING INTEGRATED CIRCUIT CARDSMarch 2024December 2024Allow900NoNo
18614998SYSTEMS AND METHODS FOR IMPROVED VERIFICATION OF TRANSACTIONSMarch 2024May 2025Allow1400YesNo
18611787SYSTEM AND METHODS FOR DETECTING AND IMPLEMENTING RESOURCE ALLOCATION IN AN ELECTRONIC NETWORK BASED ON NON-CONTACT INSTRUCTIONSMarch 2024February 2025Allow1100YesNo
18607394MULTI-LAYER ARTIFICIAL INTELLIGENCE MODELS FOR PROGRESSIVE PREDICTIONS DURING DATA PIPELINE MANAGEMENTMarch 2024July 2025Allow1611YesNo
18605797AI-BASED SYSTEM AND METHOD FOR ENROLLING A USER USING AUDIO INTERACTIONMarch 2024May 2024Allow200NoNo
18601228SYSTEMS AND METHODS FOR EXPEDITING MATH-BASED CURRENCY TRANSACTIONSMarch 2024November 2024Allow800YesNo
18597426CONSUMER PRESENCE BASED DEAL OFFERSMarch 2024December 2024Allow900NoNo
18595865SYSTEM AND METHOD FOR GENERATING A FINANCE ATTRIBUTE FROM TRADELINE DATAMarch 2024March 2025Allow1210NoNo
18594539DATA PROCESSING SYSTEM FOR PROCESSING NETWORK DATA RECORDS TRANSMITTED FROM REMOTE, DISTRIBUTED TERMINAL DEVICESMarch 2024November 2024Allow800NoNo
18595003GENERATING DYNAMIC BASE LIMIT VALUE USER INTERFACE ELEMENTS DETERMINED FROM A BASE LIMIT VALUE MODELMarch 2024December 2024Allow910NoNo
18593854SYSTEM AND METHOD FOR MOBILE CHECK DEPOSIT ENABLING AUTO-CAPTURE FUNCTIONALITY VIA VIDEO FRAME PROCESSINGMarch 2024September 2024Allow710NoNo
18593856SYSTEM AND METHOD FOR MOBILE CHECK DEPOSIT ENABLING AUTO-CAPTURE FUNCTIONALITY VIA VIDEO FRAME PROCESSINGMarch 2024September 2024Allow720NoNo
18588959Fraud Detection in Self-Service TerminalFebruary 2024April 2025Allow1410YesNo
18585514System and Method to Enable Augmented Intelligence Guided HelpFebruary 2024February 2025Allow1210NoNo
18585917INTEGRATED DATA AND PREDICTIVE OUTPUTS FOR SMALL BUSINESS HEALTHCARE SOLUTIONSFebruary 2024May 2025Allow1421YesNo
18583814SYSTEMS AND COMPUTER-IMPLEMENTED PROCESSES FOR PROVIDING ELECTRONIC NOTIFICATIONSFebruary 2024February 2025Allow1110NoNo
18581951TRIP SCHEDULING SYSTEMFebruary 2024June 2025Allow1620YesNo
18438856THIRD PARTY PRODUCTS AND SERVICES VIA ATMFebruary 2024March 2025Allow1310NoNo
18433059ACTIVITY-BACKED OVERLAY TECHNIQUE FOR MEDIA DISPLAY ON MOBILE DEVICESFebruary 2024October 2024Allow900NoNo
18433125FINANCIAL TERMINAL THAT AUTOMATICALLY RECONFIGURES INTO DIFFERENT FINANCIAL PROCESSING TERMINAL TYPESFebruary 2024February 2025Allow1310YesNo
18432702Aerospace Commerce ExchangeFebruary 2024April 2025Allow1400NoNo
18426743PCA-BASED PORTFOLIO MARGININGJanuary 2024May 2025Allow1510NoNo
18427153TRACKING LIQUIDITY ORDERJanuary 2024May 2024Allow310NoNo
18421291SYSTEM AND METHOD FOR AUCTIONING A FIRST-IN-WALLET PAYMENT ACCOUNT STATUSJanuary 2024January 2025Allow1210YesNo
18419834Method and Apparatus for Digital Identity AuthenticationJanuary 2024November 2024Allow1001NoNo
18416326Distribution of Market Data Based on Price Level TransitionsJanuary 2024March 2025Allow1410YesNo
18412419SYSTEM AND METHOD TO CREATE AND OPERATE AN ELECTRONIC MARKETPLACE OF TRUSTED BANKS FOR PARTICIPATION IN PACKAGES OF LOANSJanuary 2024November 2024Allow1010YesNo
18408919Dynamic Strategy Management ToolJanuary 2024September 2024Allow900YesNo
18407192SYSTEMS AND METHODS FOR AUTHENTICATION BASED ON PERSONAL NETWORKJanuary 2024December 2024Allow1210NoNo
18404663MAPPING CONSUMER OWNERSHIP OF FINANCIAL ASSETS TO GEOGRAPHIC LOCALITIES AND COMPUTER-IMPLEMENTED METHODS AND COMPUTER SYSTEMS THEREOFJanuary 2024April 2025Abandon1510NoNo
18397335POST-PURCHASE CREDIT OFFER AND TENDER SWITCHDecember 2023October 2024Allow900NoNo
18398033COMMUNICATION OF INSURANCE CLAIM DATADecember 2023December 2024Allow1200YesNo
18396429METHOD OF MAINTAINING A FAVORABLE EMOTIONAL STATE OF A RIDER OF A VEHICLE BY A NEURAL NETWORK TO CLASSIFY EMOTIONAL STATE INDICATIVE WEARABLE SENSOR DATADecember 2023July 2024Allow700NoNo
18393763SYSTEMS AND METHODS FOR CONDUCTING REMOTE USER AUTHENTICATIONDecember 2023November 2024Allow1110YesNo
18391043GEOLOCATION-BASED MESH AUTOMATIC LENDING NETWORKDecember 2023August 2024Allow800YesNo
18540335PLATFORM, SYSTEMS, AND METHODS FOR IDENTIFYING CHARACTERISTICS AND CONDITIONS OF PROPERTY FEATURES THROUGH IMAGERY ANALYSISDecember 2023October 2024Allow1000NoNo
18537678SYSTEMS AND METHODS FOR DIGITALLY KNOWING AND VERIFYING YOUTHSDecember 2023May 2025Abandon1710NoNo
18535942DATA LEAKAGE PREVENTION IN AGRICULTURAL DATA INTELLIGENCE SYSTEMDecember 2023February 2025Abandon1410NoNo
18534481CLAIM ANALYSIS WITH DEEP LEARNINGDecember 2023October 2024Allow1000NoNo
18534441SYSTEM FOR ENHANCED AUTHENTICATION USING NON-FUNGIBLE TOKENS (NFTs)December 2023July 2024Allow800YesNo
18519877SYSTEMS AND METHODS FOR INCORPORATING BREACH VELOCITIES INTO FRAUD SCORING MODELSNovember 2023March 2025Allow1510NoNo
18518532SYSTEM AND METHOD FOR REAL-TIME CHEQUE PROCESSING AND RETURN AT AN AUTOMATED TELLER MACHINENovember 2023April 2025Allow1730YesNo
18517334Member Profile PopulationNovember 2023October 2024Allow1100NoNo
18515998EXPECTED TRANSFER MONITORING AND NOTIFICATIONNovember 2023January 2025Allow1420YesNo
18514167Systems and Methods for Implementing a Confirmation PeriodNovember 2023October 2024Allow1100YesNo
18514354NETWORK SECURITY LINKAGENovember 2023February 2025Allow1510NoNo
18513226SYSTEMS AND METHODS FOR DIGITIZED PROOF OF TRANSACTIONSNovember 2023September 2024Allow1000YesNo
18511402System, Method, and Tool for Synthetic Order RecoveryNovember 2023December 2024Allow1310NoNo
18388972Method of Creating an Emissions Credit Financial InstrumentNovember 2023November 2024Abandon1220YesNo
18500779DIGITAL IDENTITY LOCKNovember 2023February 2025Allow1510NoNo
18386367SYSTEMS AND METHODS FOR FRAUD MONITORINGNovember 2023September 2024Allow1000YesNo
18499360INTERPROGRAM COMMUNICATION USING MESSAGES RELATED TO EVENTS AND ACTIONS ON AN EXCHANGENovember 2023February 2025Allow1610NoNo
18386138TECHNOLOGIES FOR MANAGING TRANSACTION ORDER FOR A BLOCKCHAINNovember 2023May 2025Allow1810NoNo
18499760METHODS AND SYSTEMS FOR REMOTELY AUTHORIZING TRANSACTIONSNovember 2023April 2025Abandon1710NoNo
18385505Proximity Triggered Transaction Based DonationOctober 2023August 2024Allow900NoNo
18385148SMART CARD AUTHENTICATION SYSTEMOctober 2023August 2024Allow1010YesNo
18496300METHOD AND SYSTEM FOR AUTOMATED TARGETED POLLING VIA AN E-COMMERCE PROMOTIONS PLATFORMOctober 2023November 2024Allow1310NoNo
18496552User-Friendly Smart Contract Authoring on Distributed LedgerOctober 2023April 2025Allow1700NoNo
18384441SYSTEM AND METHOD FOR MONITORING QUANTITATIVE AND QUALITATIVE ENVIRONMENTAL ANALYTICS AND MANAGING ASSOCIATED TRANSACTIONSOctober 2023June 2024Allow800YesNo
18496319SYSTEMS AND METHODS FOR ACCOUNT MATCHING BASED ON PARTIAL PROFILE DATAOctober 2023May 2024Allow700YesNo
18492090Method of Managing Electrically Powered Vehicle and System That Manages Electrically Powered Vehicle, and Computer ApparatusOctober 2023June 2025Allow2010YesNo
18489219SYSTEMS AND METHODS FOR OPTING-OUT OF TARGETED ADVERTISING IN AN ONLINE ADVERTISING ENVIRONMENTOctober 2023February 2025Allow1620YesNo
18489425METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR CAUSES OF COMPUTER ALERTS THAT ARE AUTOMATICALLY DETECTED BY A MACHINE LEARNING ALGORITHMOctober 2023August 2024Allow1000NoNo
18381551SYSTEM, METHOD AND COMPUTER-ACCESSIBLE MEDIUM FOR FRAUD DETECTION BASED ON SATELLITE RELAYSOctober 2023February 2025Abandon1610NoNo
18489423SYSTEMS AND METHODS FOR DYNAMICALLY GENERATING PORTFOLIOS USING ENSEMBLE TECHNIQUESOctober 2023September 2024Allow1110NoNo
18380938PAYMENT DELEGATION AND LINKING SYSTEMOctober 2023September 2024Allow1100YesNo
18487449EMBEDDED DATA TRANSACTION EXCHANGE PLATFORMOctober 2023October 2024Allow1210NoNo
18487294METHODS AND SYSTEMS FOR ELECTRONIC TRANSACTIONSOctober 2023February 2025Abandon1610NoNo
18379741SYSTEMS AND METHODS FOR ASSIGNING DAMAGE CAUSED BY AN INSURANCE-RELATED EVENTOctober 2023May 2024Allow700YesNo
18485510METHOD AND SYSTEM FOR CREATING AND TRACKING LIFE INSURANCE POLICIES IN SEPARATE ACCOUNTS INCLUDING MODIFIED STABLE VALUE PROTECTED FUNDSOctober 2023February 2025Abandon1610NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 3694.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
486
Examiner Affirmed
386
(79.4%)
Examiner Reversed
100
(20.6%)
Reversal Percentile
4.4%
Lower than average

What This Means

With a 20.6% 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
1128
Allowed After Appeal Filing
266
(23.6%)
Not Allowed After Appeal Filing
862
(76.4%)
Filing Benefit Percentile
13.0%
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, 23.6% 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 3694 - Prosecution Statistics Summary

Executive Summary

Art Unit 3694 is part of Group 3690 in Technology Center 3600. This art unit has examined 7,931 patent applications in our dataset, with an overall allowance rate of 52.9%. Applications typically reach final disposition in approximately 37 months.

Comparative Analysis

Art Unit 3694's allowance rate of 52.9% places it in the 8% 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 3694 receive an average of 2.59 office actions before reaching final disposition (in the 93% percentile). The median prosecution time is 37 months (in the 15% 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.