USPTO Art Unit 3625 Prosecution Statistics

Art Unit Information

Art Unit: 3625
Group: 3620
Tech Center: 3600
Total Cases: 12,178
Last Active: January 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19045319LOCATION DETERMINATION USING ANONYMOUS BROWSER DATAFebruary 2025April 2025Allow300NoNo
19043369LOCATION DETERMINATION USING ANONYMOUS BROWSER DATAJanuary 2025April 2025Allow200NoNo
18920910ASSISTED ANALYTICSOctober 2024March 2025Allow510YesNo
18920922ASSISTED ANALYTICSOctober 2024March 2025Allow510YesNo
18909649INTELLIGENT MACHINE-DRIVEN WORKFLOW WITH DECISION DELEGATIONOctober 2024April 2025Allow610YesNo
18900814ELECTRONIC DEVICE COMPRISING USER INTERFACE FOR PROVIDING USER-PARTICIPATING-TYPE AI TRAINING SERVICE, AND SERVER AND METHOD FOR PROVIDING USER-PARTICIPATING-TYPE AI TRAINING SERVICE USING THE ELECTRONIC DEVICESeptember 2024May 2025Abandon810YesNo
18900811ELECTRONIC DEVICE COMPRISING USER INTERFACE FOR PROVIDING USER-PARTICIPATING-TYPE AI TRAINING SERVICE, AND SERVER AND METHOD FOR PROVIDING USER-PARTICIPATING-TYPE AI TRAINING SERVICE USING THE ELECTRONIC DEVICESeptember 2024May 2025Abandon810YesNo
18783733ARTIFICIAL INTELLIGENCE ASSISTED DYNAMIC MEDICAL APPOINTMENT SCHEDULINGJuly 2024February 2025Allow720YesNo
18781559USER INTERFACE FOR TALENT MANAGEMENTJuly 2024February 2025Allow710YesNo
18767909INCREMENTALLY UPDATING EMBEDDINGS FOR USE IN A MACHINE LEARNING MODEL BY ACCOUNTING FOR EFFECTS OF THE UPDATED EMBEDDINGS ON THE MACHINE LEARNING MODELJuly 2024May 2025Allow1010NoNo
18757684REMOTE-SENSING YIELD ESTIMATION METHOD APPLICABLE TO CROP WHOLE GROWTH PERIODJune 2024May 2025Abandon1020NoNo
18751900System and Method of Demand Planning for Substitutable ItemsJune 2024May 2025Allow1010NoNo
18733942MANAGING FACILITY OPERATIONS TO ACHIEVE SUSTAINABILITY GOALSJune 2024February 2025Allow810YesNo
18734182UPDATING SUSTAINABILITY ACTION PLANS FOR AN ENTERPRISE BASED ON PERFORMANCE OF PREVIOUSLY IMPLEMENTED ACTION PLANSJune 2024January 2025Allow810YesNo
18732317DYNAMIC EVENT SCHEDULINGJune 2024February 2025Allow810NoNo
18675125METHOD FOR GAS SUPPLY DEPLOYMENT OF SMART GAS PIPELINE NETWORK AND INTERNET OF THINGS SYSTEM THEREOFMay 2024February 2025Allow810NoNo
18671595Strategic and Tactical Intelligence in Dynamic SegmentationMay 2024April 2025Allow1110NoNo
18658596MARKET SEGMENT ANALYSIS OF PRODUCT OR SERVICE OFFERINGSMay 2024February 2025Allow920YesNo
18655508METHODS AND APPARATUS TO GENERATE AUDIENCE METRICS USING MATRIX ANALYSISMay 2024June 2025Allow1420YesNo
18654420SYSTEMS AND METHODS FOR RETRAINING AN ARTIFICIAL INTELLIGENCE ENGINEMay 2024April 2025Allow1110NoNo
18654080SYSTEM AND METHOD FOR ARTIFICIAL-INTELLIGENCE (AI) DRIVEN AUTONOMIC APPLICATION MANAGEMENT FRAMEWORK IN A PLURALITY OF ENVIRONMENTSMay 2024December 2024Allow710NoNo
18650886Techniques for Automatic Generation of Reports Based on Organizational DataApril 2024November 2024Allow610YesNo
18636028Systems And Methods For Electronically Monitoring Employees To Determine Potential RiskApril 2024July 2025Allow1510NoNo
18634023SYSTEMS AND METHODS TO GENERATE AGENDAS FOR ONE-ON-ONE MEETINGSApril 2024May 2025Abandon1410NoNo
18634705DIAGNOSTIC TOOL TO TOOL MATCHING METHODS FOR MANUFACTURING EQUIPMENTApril 2024May 2025Allow1310YesNo
18629399DIGITAL SURVEY CREATION BY PROVIDING OPTIMIZED SUGGESTED CONTENTApril 2024May 2025Allow1320YesNo
18625561SYSTEM FOR MANAGING RESOURCES AND SCHEDULING, AND RELATED METHOD AND SOFTWAREApril 2024March 2025Allow1210YesNo
18618882Systems for Management of Location-Aware Market DataMarch 2024May 2025Abandon1310YesNo
18615017DIGITAL VEHICLE TAG AND METHOD OF INTEGRATION IN VEHICLE ALLOCATION SYSTEMMarch 2024June 2025Allow1520NoNo
18609487SYSTEM AND METHOD FOR OFFERING NETWORK SLICE AS A SERVICEMarch 2024April 2025Allow1320YesNo
18607735SYSTEMS AND METHODS FOR EXECUTING QUERIES ON A BITMAP INDEXMarch 2024April 2025Allow1310NoNo
18596977SYSTEM AND METHOD FOR NAVIGATING DRIVERS TO SERVICE TRANSPORTATION REQUESTS HAVING SURGE PRICING MULTIPLIERS AND SURGE PRICING CAPSMarch 2024June 2025Allow1510YesNo
18585737EXPIRATION MONITORING CONTROL MODULEFebruary 2024June 2025Abandon1610NoNo
18584284METHODS AND SYSTEMS TO CREATE CLUSTERS IN AN AREAFebruary 2024August 2024Allow620YesNo
18439115STRUCTURING UNSTRUCTURED DATA VIA OPTICAL CHARACTER RECOGNITION AND ANALYSISFebruary 2024December 2024Allow1110NoNo
18437628AI-POWERED WORKFLOW OPTIMIZATION FOR FARM-LEVEL FOOD WASTEFebruary 2024April 2025Allow1440YesNo
18437393HOT DESK BOOKING USING USER BADGEFebruary 2024April 2025Allow1410NoNo
18436097HIERARCHICAL PERMISSIONS MODEL FOR CASE MANAGEMENTFebruary 2024February 2025Allow1310NoNo
18434419SHOPPING STORE PLANNING AND OPERATIONS USING LARGE-SCALE DISTRIBUTED RADIO INFRASTRUCTUREFebruary 2024July 2024Allow610NoNo
18433776SYSTEM AND METHOD FOR ACTIVATING DEEP RAFFINATE INJECTION BASED ON LEACH ANALYTIC DATAFebruary 2024August 2024Allow710NoNo
18433244STABLE CRYPTOGRAPHIC CARBON SYNTHETIC ASSET FOR A REGENERATIVE ECOSYSTEMFebruary 2024January 2025Abandon1110NoNo
18426200SYSTEMS, METHODS, AND DEVICES FOR IDENTIFYING AND PRESENTING IDENTIFICATIONS OF SIGNIFICANT ATTRIBUTES OF UNIQUE ITEMSJanuary 2024April 2025Allow1410NoNo
18424761ASSISTED ANALYTICSJanuary 2024July 2024Allow610YesNo
18423146ASSIGNING MOBILE DEVICE DATA TO A VEHICLEJanuary 2024April 2025Allow1410YesNo
18420258Dynamic Dispatch Of Responders In Emergency ResponseJanuary 2024March 2025Allow1420YesNo
18415505PREDICTIVE RESOURCE MANAGEMENTJanuary 2024December 2024Allow1110NoNo
18415190APPARATUS AND METHOD FOR RESOURCE ALLOCATION PREDICTION AND MODELING, AND RESOURCE ACQUISITION OFFER GENERATION, ADJUSTMENT AND APPROVALJanuary 2024September 2024Allow800YesNo
18579206SYSTEM AND METHOD FOR DEVELOPMENT AND MANAGEMENT OF ENTERTAINMENT PROJECTSJanuary 2024April 2025Abandon1620NoNo
18411829METHODS AND SYSTEMS FOR UPDATING A USER INTERFACE BASED ON LEVEL OF USER INTERESTJanuary 2024July 2025Allow1820YesNo
18412391AUTOMATED REPLENISHMENT SHOPPING HARMONIZATIONJanuary 2024April 2025Abandon1510NoNo
18406889APPARATUS AND A METHOD FOR THE GENERATION OF PRODUCTIVITY DATAJanuary 2024June 2024Allow610YesNo
18402921AUTOMATED PATH-BASED RECOMMENDATION FOR RISK MITIGATIONJanuary 2024December 2024Allow1210NoNo
18402412METHOD FOR CHECKING WORKPIECES, CHECKING FACILITY AND TREATMENT FACILITYJanuary 2024June 2025Allow1820YesNo
18401515DIGITAL PROCESSING SYSTEMS AND METHODS FOR MANAGING WORKFLOWSDecember 2023December 2024Allow1220YesNo
18401363DIGITAL PROCESSING SYSTEMS AND METHODS FOR MANAGING WORKFLOWSDecember 2023July 2024Allow710YesNo
18401310AUTOMATIC LOGIN LINK FOR TARGETED USERS WITHOUT PREVIOUS ACCOUNT CREATIONDecember 2023May 2025Allow1610NoNo
18398466APPARATUS AND METHOD FOR DETERMINING THE RESILIENCE OF AN ENTITYDecember 2023November 2024Allow1120YesNo
18397978DATA PROCESSING SYSTEMS AND METHODS FOR CONTROLLING AN AUTOMATED SURVEY SYSTEMDecember 2023March 2025Allow1510NoNo
18397888APPARATUS AND METHODS FOR GENERATING A PROCESS ENHANCEMENTDecember 2023September 2024Allow810YesNo
18394115TECHNOLOGY STACK MODELER ENGINE FOR A PLATFORM SIGNAL MODELERDecember 2023July 2025Allow1800NoNo
18392881System and Method for Preventing Human ErrorsDecember 2023October 2024Abandon1010YesNo
18541751SYSTEM AND METHOD FOR BUILDING AND IMPLEMENTING AUTOMATED WORKFLOWSDecember 2023October 2024Allow1010NoNo
18539644MANUFACTURING CARBON EMISSION QUANTIFICATION INTERFACEDecember 2023April 2024Allow410YesNo
18536372SERVICE AREA MAPS FOR AUTONOMOUS VEHICLESDecember 2023February 2025Allow1410YesNo
18534546System And Method For Renewable Power System Interconnection Workflow Generation And Execution With The Aid Of A Digital ComputerDecember 2023January 2025Allow1410NoNo
18534193REMOTE CLEANING QUALITY MANAGEMENT SYSTEMS AND RELATED METHODS OF USEDecember 2023May 2025Allow1720NoNo
18525816Machine-Learning-Driven Supply Chain Out-of-Stock Inventory Resolution and Contract NegotiationNovember 2023March 2025Allow1630YesNo
18525826Training Inventory Management Robots Using Digital Twins, Trained Machine Learning Models, and Human FeedbackNovember 2023August 2024Abandon820YesNo
18525831Value Chain Network Planning Using Machine Learning and Digital Twin SimulationNovember 2023January 2025Allow1320YesNo
18514469COMMINGLING OPTIMIZATION OF MAILNovember 2023January 2025Abandon1410NoNo
18389447DISPATCH ADVISOR TO ASSIST IN SELECTING OPERATING CONDITIONS OF POWER PLANT THAT MAXIMIZES OPERATIONAL REVENUENovember 2023January 2025Allow1410NoNo
18388679System and Methods for Generating Market Planning AreasNovember 2023January 2025Allow1510NoNo
18505550CORRECTING COMPUTER-GENERATED MISATTRIBUTION ERRORS IN MEDIA IMPRESSIONS DATA USING A THIRD-PARTY PRIVACY-PROTECTED CLOUD ENVIRONMENTNovember 2023March 2025Abandon1610NoNo
18506037VIRTUALIZATION AND INSTANTIATION OF WORKFLOW ASSETSNovember 2023October 2024Allow1110NoNo
18388013FORWARD CONTRACTS IN E-COMMERCENovember 2023October 2024Allow1110NoNo
18387762SYSTEM AND METHOD FOR VISITATION MANAGEMENT IN A CONTROLLED ENVIRONMENTNovember 2023May 2025Abandon1920NoNo
18498535METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR MONITORING METRICS OF A MATURING ORGANIZATION AND IDENTIFYING ALERT CONDITIONSOctober 2023February 2025Abandon1610NoNo
18498096MATCHING TECHNIQUES FOR DATA TRANSACTION REQUESTS WITH PRIVATE ATTRIBUTESOctober 2023May 2024Allow600YesNo
18494151Providing Feedback in a Forecasting SystemOctober 2023December 2024Allow1410NoNo
18493598LOGISTICS SCHEDULING METHOD AND SYSTEM FOR INDUSTRIAL PARK BASED ON GAME THEORYOctober 2023April 2025Abandon1830NoNo
18492370METHOD FOR PREDICTING DEMAND USING VISUAL SCHEMA OF PRODUCT, DEVICE THEREFOR AND COMPUTER PROGRAM THEREFOROctober 2023March 2025Abandon1710NoNo
18491386SYSTEM AND METHOD FOR VESSEL RISK ASSESSMENTOctober 2023March 2025Allow1710NoNo
18381497SYSTEMS AND METHODS FOR AUTO-REPLENISHMENT OF PRODUCTS USING PRESSURE MAPPING SENSORS AND MACHINE LEARNINGOctober 2023January 2025Allow1520YesNo
18488597USER-ENABLED MOBILE SCHEDULING DIRECT TIME APPLICATIONOctober 2023May 2024Allow700YesNo
18487112METHOD FOR POWER CONSUMPTION ANALYSIS AND TROUBLESHOOTING OF PRODUCTION LINE BASED ON INDUSTRIAL INTERNET OF THINGS, SYSTEM AND STORAGE MEDIUM THEREOFOctober 2023February 2025Allow1610NoNo
18485554ALLOCATING SHOPPERS FOR ORDER FULFILLMENT BY AN ONLINE CONCIERGE SYSTEM ACCOUNTING FOR VARIABLE NUMBERS OF SHOPPERS ACROSS DIFFERENT TIME WINDOWS AND VARYING CAPABILITIES FOR FULFILLING ORDERSOctober 2023April 2025Allow1810YesNo
18379536SYSTEM AND METHOD FOR PROVIDING JOB-SPECIFIC TRAINING AND EMPLOYMENT TO RESIDENTS OF A CONTROLLED ENVIRONMENT FACILITYOctober 2023June 2025Abandon2020NoNo
18484425METHODS AND IOT SYSTEMS FOR INDUSTRIAL GAS DEMAND REGULATION BASED ON SMART GASOctober 2023May 2025Abandon1920NoNo
18377819INTELLIGENT SYNCHRONIZATION OF COMPUTING USERS, AND ASSOCIATED TIMING DATA, BASED ON PARAMETERS OR DATA RECEIVED FROM DISPARATE COMPUTING SYSTEMSOctober 2023November 2024Allow1320NoNo
18377078APPARATUS FOR GENERATING RESOURCE ALLOCATION RECOMMENDATIONSOctober 2023March 2025Abandon1710NoNo
18480184SYSTEMS AND METHODS FOR ASSESSING IMPLICIT ASSOCIATIONSOctober 2023December 2024Abandon1410NoNo
18480390COMPUTER SIMULATION SKILLS TRAINING TECHNIQUESOctober 2023August 2024Allow1110NoNo
18372172DYNAMIC CIRCUIT BREAKERSeptember 2023June 2024Allow910NoNo
18372317SYSTEMS AND METHODS FOR OBJECTIVE VALIDATION OFENTERPRISE PROTOCOLS INVOLVING VARIABLE DATA SOURCESSeptember 2023February 2025Allow1710NoNo
18371920SYSTEM AND METHOD FOR FACILITATING SCENARIO IMPACT ASSESSMENTSeptember 2023April 2024Allow710NoNo
18371818DISTRIBUTED WELD MONITORING SYSTEM WITH JOB TRACKINGSeptember 2023April 2024Allow700NoNo
18371766DISTRIBUTED WELD MONITORING SYSTEM WITH JOB TRACKINGSeptember 2023December 2024Abandon1510NoNo
18371447Rental Property Management SystemSeptember 2023June 2024Abandon910NoNo
18469282SYSTEMS AND METHODS FOR NETWORK RESOURCE ALLOCATIONSSeptember 2023January 2025Allow1610NoNo
18368504BUSINESS LISTINGSSeptember 2023April 2025Allow1920YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 3625.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
459
Examiner Affirmed
381
(83.0%)
Examiner Reversed
78
(17.0%)
Reversal Percentile
1.1%
Lower than average

What This Means

With a 17.0% 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
1040
Allowed After Appeal Filing
233
(22.4%)
Not Allowed After Appeal Filing
807
(77.6%)
Filing Benefit Percentile
9.7%
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, 22.4% 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 3625 - Prosecution Statistics Summary

Executive Summary

Art Unit 3625 is part of Group 3620 in Technology Center 3600. This art unit has examined 12,178 patent applications in our dataset, with an overall allowance rate of 49.7%. Applications typically reach final disposition in approximately 37 months.

Comparative Analysis

Art Unit 3625's allowance rate of 49.7% places it in the 7% 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 3625 receive an average of 2.20 office actions before reaching final disposition (in the 78% 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.