USPTO Examiner SCHEUNEMANN RICHARD N - Art Unit 3624

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18912546METHODS AND INTERNET OF THINGS SYSTEMS FOR MONITORING SMART GAS PIPELINE NETWORK CONSTRUCTIONOctober 2024January 2026Abandon1520NoNo
18574066METHOD FOR ANALYZING PUBLIC SATISFACTION, STORAGE MEDIUM AND ELECTRONIC DEVICEDecember 2023May 2025Abandon1720NoNo
18525821SYSTEMS, METHODS, KITS, AND APPARATUSES FOR PREDICTIVE SOURCING IN VALUE CHAIN NETWORKSNovember 2023October 2024Abandon1110NoNo
18525809SYSTEMS, METHODS, KITS, AND APPARATUSES FOR MANAGING MINI CONTROL TOWERS IN VALUE CHAIN NETWORKSNovember 2023September 2024Abandon1010YesNo
18525813SYSTEMS, METHODS, KITS, AND APPARATUSES FOR USING ARTIFICAL INTELLIGENCE TO FLAG AND RESPOND TO DISRUPTIONS IN A VALUE CHAIN NETWORKNovember 2023October 2024Abandon1010NoNo
18556697PREDICTIVE NEW PRODUCT DEVELOPMENT METHOD AND DEVICEOctober 2023June 2025Abandon2020NoNo
18478301SYSTEMS AND METHODS FOR AUTOMATED RISK ASSESSMENT IN MACHINE LEARNINGSeptember 2023January 2026Abandon2810YesNo
18364775SYSTEM AND METHOD UTILIZING MACHINE LEARNING TO PREDICT DROP-OFF OF USER ENGAGEMENT WITH EXPERT SYSTEMSAugust 2023May 2025Abandon2230NoNo
18339357DELINEATING PARCELS OF LAND ON A GRAPHICAL USER INTERFACEJune 2023January 2026Abandon3110NoNo
18204574SYSTEMS AND METHODS TO IDENTIFY TECHNOGRAPHICS FOR A COMPANYJune 2023August 2025Abandon2750YesNo
18122548ADVISOR RISK SCOREMarch 2023December 2025Abandon3310NoNo
18180057Control-Tower-Based Digital Product Network SystemMarch 2023February 2024Abandon1110YesNo
18111029REPLACEMENT SUPPORT APPARATUS FOR SUPPORTING REPLACEMENT OF ELECTRONIC APPARATUS ACCORDING TO ACTUAL USAGE THEREOFFebruary 2023November 2025Abandon3310YesNo
18168440MACHINE LEARNING TECHNIQUES FOR DETECTING SURGES IN CONTENT CONSUMPTIONFebruary 2023February 2024Abandon1210NoNo
18100694MACHINE LEARNING PIPELINE OPTIMIZATIONJanuary 2023June 2024Abandon1711NoNo
18096110SYSTEMS AND METHODS FOR INTENT RESPONSE SOLICITATION AND PROCESSINGJanuary 2023December 2025Abandon3520YesNo
18150451METHOD AND SYSTEM FOR ELECTRONIC INSIDER THREAT PREDICTIONJanuary 2023November 2025Abandon3420NoNo
18004084SYSTEM AND METHOD OF PROVIDING AN INTEGRATED DIGITAL ECOSYSTEM FOR ORGANIZATION MANAGEMENTJanuary 2023October 2025Abandon3320NoNo
18145083SYSTEM AND METHOD FOR MANAGING ISSUES THROUGH PROFICIENCY ANALYSISDecember 2022December 2025Abandon3630YesNo
18082241SYSTEM AND METHOD FOR VALUING AND COMPARING CERTAIN CHOICES FOR PROJECT DEVELOPMENTDecember 2022September 2025Abandon3320NoNo
18062059SYSTEMS AND METHODS FOR AUTOMATICALLY SELECTING MEDICARE ADMINISTRATIVE CONTRACTORSDecember 2022May 2025Abandon2910NoNo
18075340DETERMINING IMPORTANCE OF EVENTS USING MACHINE LEARNING AND STATISTICAL TESTING TECHNIQUESDecember 2022January 2024Abandon1320NoNo
17992922HOLISTIC VIEW USER INTERFACE FOR VISUALIZING PROCESS COMPLETION TIMELINESNovember 2022December 2025Abandon3620NoNo
17924133METHOD FOR MONITORING A CONSTRUCTION SITE AND SYSTEM RELATED THERETONovember 2022August 2025Abandon3320YesNo
17962508SYSTEM AND METHOD FOR RECOMMENDING PROGRAMS BASED ON INTEREST OF THE USERSOctober 2022May 2025Abandon3220NoNo
17937177INSTRUCTION SOLUTION SYSTEM AND METHODSeptember 2022December 2024Abandon2710NoNo
17942065Metal Additive Manufacturing for Value Chain NetworksSeptember 2022March 2024Abandon1820YesNo
17930764IDENTIFICATION OF RENEWABLE ENERGY SITESeptember 2022March 2025Abandon3050YesNo
17907994INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING PROGRAM, AND SUPPORTED MEDIUMAugust 2022May 2025Abandon3350NoNo
17798676WORK SEQUENCE MANAGEMENT DEVICE, WORK SEQUENCE MANAGEMENT METHOD, AND WORK SEQUENCE MANAGEMENT PROGRAMAugust 2022December 2024Abandon2810NoNo
17878548INFERENCE AND EXPOSURE OF USER COMMUNICATION PREFERENCESAugust 2022April 2025Abandon3320YesNo
17878013DEAL FORECASTING WITHIN A COMMUNICATION PLATFORMJuly 2022March 2025Abandon3160YesNo
17793279METHOD AND SYSTEM OF TOURING REAL ESTATE AND SURVEYS FOR THE SAMEJuly 2022August 2025Abandon3720NoNo
17856431AUTOMATIC IDENTIFICATION AND CREATION OF AFFILIATESJuly 2022December 2024Abandon2910NoNo
17809989UTILIZING A MACHINE LEARNING MODEL TO DETERMINE ANONYMIZED AVATARS FOR EMPLOYMENT INTERVIEWSJune 2022April 2025Abandon3350YesNo
17836878PROVIDING GIFT SUGGESTIONS BASED ON PERSONALITY TRAIT INFORMATIONJune 2022October 2024Abandon2810NoNo
17836725INTELLIGENT TASK SCHEDULINGJune 2022November 2024Abandon2910NoNo
17831985SYSTEM AND METHOD THAT RANK BUSINESSES IN ENVIRONMENTAL, SOCIAL AND GOVERNANCE (ESG)June 2022April 2025Abandon3520NoNo
17828927UTILIZING METRICS TO IDENTIFY REVENUE OPPORTUNITIES ON WEBSITESMay 2022August 2025Abandon3870YesNo
17742907PERFORMANCE EVALUATION SYSTEMS AND METHODSMay 2022February 2025Abandon3320YesNo
17733740METHOD AND SYSTEM FOR ADJUSTABLE AUTOMATED FORECASTSApril 2022July 2023Abandon1410NoNo
17660570SYSTEMS AND METHODS FOR FLEET BASED INCREMENTAL JOB ASSIGNMENTApril 2022March 2025Abandon3420NoNo
17695182INTELLIGENT SCHEDULING OF MAINTENANCE TASKS TO MINIMIZE DOWNTIMEMarch 2022April 2025Abandon3740YesNo
17682708Augmented Intelligence Campaign Orchestration PlatformFebruary 2022July 2024Abandon2810NoNo
17562848METHOD AND DEVICE FOR PREDICTING SAFETY RISK LEVEL SECTION OF FOODDecember 2021October 2024Abandon3310NoNo
17555558TRANSPORTATION SYSTEM AND METHOD FOR ALLOCATING FREQUENCIES OF TRANSIT SERVICES THEREINDecember 2021September 2024Abandon3310NoNo
17619654METHOD OF PREDICTING FARE AND PREDICTION DATA SYSTEMDecember 2021March 2026Abandon5040NoYes
17619976COMPONENT INFORMATION MANAGEMENT DEVICE, COMPONENT INFORMATION MANAGEMENT METHOD, AND COMPONENT INFORMATION MANAGEMENT PROGRAMDecember 2021August 2024Abandon3220YesNo
17644207SYSTEMS, DEVICES, AND METHODS FOR ANALYSIS AND AGGREGATION OF DATA FROM DISPARATE DATA PLATFORMSDecember 2021February 2024Abandon2640YesNo
17618861Hierarchical Coarse-Coded Spatiotemporal Embedding For Value Function Evaluation In Online Order DispatchingDecember 2021December 2024Abandon3720NoNo
17544401MACHINE LEARNING ENABLED RISK CONTROLLERDecember 2021June 2025Abandon4230YesNo
17616868EVALUATION APPARATUS, EVALUATION METHOD AND PROGRAMDecember 2021June 2024Abandon3020NoNo
17529975TECHNIQUES FOR DETERMINING SERVICE RISKS AND CAUSESNovember 2021January 2025Abandon3840YesNo
17521598METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO DETERMINE PRODUCT SIMILARITY SCORESNovember 2021December 2023Abandon2610NoNo
17609175PREDICTION METHOD AND PREDICTION DEVICE FOR FOOD SAFETY RISK LEVEL AND ELECTRONIC APPARATUSNovember 2021September 2024Abandon3520NoNo
17594618System and Method for Vehicle RelocationOctober 2021April 2024Abandon2920NoNo
17452005Dynamically Altering Displayed Menu Content Data In Response To Real-Time Event DataOctober 2021October 2023Abandon2410NoNo
17451997Dynamically Providing Altered Menu Content Data for Display In Response To Real-Time Constraint DataOctober 2021October 2025Abandon4860YesNo
17602461METHOD AND APPARATUS FOR GENERATING SAFETY INFORMATION USING PROGRESS SCHEDULEOctober 2021January 2024Abandon2710NoNo
17495716SYSTEMS AND METHODS FOR PREDICTING OPERATIONAL EVENTSOctober 2021May 2024Abandon3220YesNo
17459232MANAGEMENT OF RISKS RELATED TO THE LACK OF COMPLIANCE WITH A DIMENSIONAL TOLERANCE IN A TOLERANCE CHAINAugust 2021February 2025Abandon4240YesNo
17434644DEVICE FOR EXTRACTING FACILITY NEEDING LIGHTNING COUNTERMEASURES, METHOD FOR EXTRACTING FACTILITY NEEDING LIGHTNING COUNTERMEASURES, AND PROGRAM FOR EXTRACTING FACILITY NEEDING LIGHTNING COUNTERMEASURESAugust 2021September 2024Abandon3730YesNo
17410391SYSTEM AND METHOD FOR AUTOMATED ACCOUNT PROFILE SCORING ON CUSTOMER RELATIONSHIP MANAGEMENT PLATFORMSAugust 2021January 2025Abandon4120NoYes
17432802ELECTRONIC DEVICE AND CONTROL METHOD THEREFORAugust 2021February 2024Abandon3020NoNo
17406886METHODS AND APPARATUS FOR AUDIENCE MEASUREMENT ANALYSISAugust 2021March 2025Abandon4220NoNo
17404296MACHINE LEARNING BASED PREDICTIVE MODELING AND ANALYSIS OF TELECOMMUNICATIONS BROADBAND ACCESS IN UNSERVED AND UNDERSERVED LOCATIONSAugust 2021October 2023Abandon2610NoNo
17386282SYSTEM AND METHOD FOR IMPLEMENTING REWARDS-BASED MESSAGING IN A REWARDS-BASED, UNIVERSAL, INTEGRATED CODE BASEJuly 2021August 2022Abandon1310NoNo
17367949PLATFORM FOR FACILITATING AN AUTOMATED IT AUDITJuly 2021November 2025Allow5230NoYes
17366665MULTI-PLATFORM FEED FOR A REWARDS-BASED, UNIVERSAL, INTEGRATED CODE BASEJuly 2021July 2022Abandon1210NoNo
17359076METHOD AND SYSTEM FOR INTERPRETING CUSTOMER BEHAVIOR VIA CUSTOMER JOURNEY EMBEDDINGSJune 2021April 2025Abandon4540YesNo
17357796RESOURCE ALLOCATION METHOD AND APPARATUS, AND ELECTRONIC DEVICEJune 2021July 2022Abandon1220YesNo
17356476CHURN PREDICTION IN A BROADBAND NETWORKJune 2021March 2025Abandon4540NoNo
17348333GEOLOCATION ASSIST PLANT OPERATION MANAGEMENT SYSTEMJune 2021January 2024Abandon3120NoNo
17413085VEHICLE ALLOCATION FOR FIXED RENTAL RIDESJune 2021March 2025Abandon4530NoNo
17311221METHOD OF DIAGNOSING AND PREDICTING SCIENCE TECHNOLOGY POWER OF EACH COMPANY OR EACH COUNTRY USING PATENT DATA AND RESEARCH PAPER DATAJune 2021August 2023Abandon2610NoNo
17336674SYSTEMS AND METHODS FOR INTENT RESPONSE SOLICITATION AND PROCESSINGJune 2021February 2023Abandon2130NoNo
17320081RISK DECISION-MAKING METHOD AND APPARATUSMay 2021November 2022Abandon1840YesNo
17285327Production Information Generation System, Production Information Generation Device, and Production Information Generation MethodApril 2021July 2024Abandon4020NoNo
17230656DYNAMIC USER ASSESSMENT OPTIMIZED BASED ON TIME AVAILABLE FOR ASSESSINGApril 2021February 2023Abandon2240YesNo
17229016MODEL MONITORING METHOD AND EQUIPMENT APPLIED TO RISK CONTROL DECISION FLOWApril 2021March 2022Abandon1220NoNo
17284421SYSTEM AND METHOD FOR MULTIPLE IDENTIFICATION USING SMART CONTRACTS ON BLOCKCHAINSApril 2021January 2024Abandon3310NoNo
17225857SYSTEM AND METHOD FOR COORDINATING A CAMPAIGN FOR OBSERVERS OF REAL-WORLD DATAApril 2021May 2024Abandon3720YesNo
17224903DISTRIBUTED MACHINE LEARNING HYPERPARAMETER OPTIMIZATIONApril 2021December 2022Abandon2010NoNo
17282826PREDICTIVE SITUATION VISUALIZATION DEVICE, PREDICTIVE SITUATION VISUALIZATION METHOD AND PREDICTIVE SITUATION VISUALIZATION PROGRAMApril 2021April 2023Abandon2520NoNo
17282681VIRTUAL REALITY GALLERY SYSTEM AND METHOD FOR PROVIDING VIRTUAL REALITY GALLERY SERVICEApril 2021November 2024Abandon4430NoNo
17279633EVALUATION METHOD AND SYSTEM OF ENTERPRISE COMPETITION BARRIERSMarch 2021October 2023Abandon3120YesNo
17206912Predicting And Mitigating Athlete Injury RiskMarch 2021March 2025Abandon4820NoNo
17199268MACHINE LEARNING TECHNIQUES FOR WEB RESOURCE FINGERPRINTINGMarch 2021November 2022Abandon2010NoNo
17188660METHOD AND APPARATUS FOR DATA PROCESSINGMarch 2021September 2023Abandon3130NoNo
17182776METHOD AND SYSTEM FOR AUTOMATIC LEAD GENERATION BASED ON PUBLIC DOCUMENTSFebruary 2021February 2023Abandon2420YesNo
17268944SYSTEMS FOR SUPPLY CHAIN DATA FROM AUTONOMOUS VEHICLESFebruary 2021November 2025Abandon5740YesNo
17174181PATH FINDING ANALYTIC TOOL FOR CUSTOMER DATAFebruary 2021August 2023Abandon3030NoNo
17266737COMPOSITION RATIO CORRECTION DEVICE, COMPOSITION RATIO CORRECTION METHOD, AND COMPOSITION RATIO CORRECTION PROGRAMFebruary 2021May 2023Abandon2730NoNo
17265852ROLLING EARLY WARNING METHOD AND SYSTEM OF DYNAMIC SECURITY RISK SITUATION FOR LARGE SCALE HYBRID AC/DC GRIDSFebruary 2021May 2024Abandon3920YesYes
17160235MACHINE LEARNING TECHNIQUES FOR WEB RESOURCE INTEREST DETECTIONJanuary 2021October 2022Abandon2110NoNo
17158734System and Method for Using Observational Datasets to Improve Hotel Revenue Estimates and Associated Economic Impact in Real-TimeJanuary 2021September 2025Abandon5580NoNo
17153143SYSTEMS AND METHODS FOR ASSET INTEGRITY MANAGEMENT AND MONITORING OF SAFETY CRITICAL ELEMENTSJanuary 2021October 2022Abandon2110NoNo
17141834AUTOMATIC ACCOUNT MANAGEMENT MODIFICATIONS TO AFFECT PREDICTED FUTURE EVENTSJanuary 2021February 2023Abandon2620NoNo
17129537GENERATION METHOD, INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING GENERATION PROGRAMDecember 2020May 2023Abandon2830NoNo
16972548PRODUCT INFORMATION PROVIDING SYSTEM AND SERVICE INFORMATION PROVIDING SYSTEMDecember 2020September 2022Abandon2210NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SCHEUNEMANN, RICHARD N.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
94
Examiner Affirmed
80
(85.1%)
Examiner Reversed
14
(14.9%)
Reversal Percentile
26.8%
Lower than average

What This Means

With a 14.9% reversal rate, the PTAB affirms the examiner's rejections in the vast majority 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
140
Allowed After Appeal Filing
16
(11.4%)
Not Allowed After Appeal Filing
124
(88.6%)
Filing Benefit Percentile
14.6%
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, 11.4% 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.

Examiner SCHEUNEMANN, RICHARD N - Prosecution Strategy Guide

Executive Summary

Examiner SCHEUNEMANN, RICHARD N works in Art Unit 3624 and has examined 464 patent applications in our dataset. With an allowance rate of 4.7%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 43 months.

Allowance Patterns

Examiner SCHEUNEMANN, RICHARD N's allowance rate of 4.7% places them in the 1% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by SCHEUNEMANN, RICHARD N receive 3.73 office actions before reaching final disposition. This places the examiner in the 96% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by SCHEUNEMANN, RICHARD N is 43 months. This places the examiner in the 17% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.

Interview Effectiveness

Conducting an examiner interview provides a +5.7% benefit to allowance rate for applications examined by SCHEUNEMANN, RICHARD N. This interview benefit is in the 32% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 1.0% of applications are subsequently allowed. This success rate is in the 1% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 2.5% of cases where such amendments are filed. This entry rate is in the 4% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 16% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 11.3% of appeals filed. This is in the 2% percentile among all examiners. Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 49.3% are granted (fully or in part). This grant rate is in the 45% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 34% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 36% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

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.