USPTO Examiner STEWART CRYSTOL - Art Unit 3624

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18759444COLLABORATIVE DUE DILIGENCE REVIEW SYSTEMJune 2024February 2026Abandon2020NoNo
18666396MANAGEMENT SYSTEM FOR POINT OF CARE TESTINGMay 2024February 2026Abandon2120NoNo
18629599METHOD FOR IDENTIFYING OPTIMAL INFLUENCE CUSTOMER GROUP OF MARKETING NETWORK BASED ON HYPERGRAPH THRESHOLD MODELApril 2024January 2026Abandon2110NoNo
18608110Workflow optimization systemsMarch 2024August 2025Abandon1720YesNo
18605270ADAPTIVE SYSTEMS, APPARATUS AND METHODS FOR ALIGNING ORGANIZATIONAL WORKFLOWS WITH ORGANIZATIONAL PURPOSEMarch 2024February 2026Abandon2320NoNo
18583891ACTION SUGGESTION APPARATUS, ACTION SUGGESTION SYSTEM, ACTION SUGGESTION METHOD, AND NON-TRANSITORY RECORDING MEDIUMFebruary 2024January 2026Abandon2310NoNo
18525196HIGH FIDELITY PREDICTIONS OF SERVICE TICKET ESCALATIONNovember 2023November 2025Abandon2420NoNo
18375395FORECASTING SYSTEMSeptember 2023September 2024Allow1100YesNo
18241488SYSTEM AND METHOD FOR EVALUATING RISK FOR WORKERSSeptember 2023January 2026Abandon2940YesYes
18131803Free Time Monetization ExchangeApril 2023May 2024Abandon1410NoNo
18295669MULTIPLE INSPECTOR VOICE INSPECTIONApril 2023May 2025Abandon2620YesNo
18182366AUTOMATED SCHEDULING SYSTEMS AND METHODS FOR COMPLETING ONE OR MORE PROJECTSMarch 2023January 2026Abandon3420NoNo
18111795DIGITAL MODELING AND TRACKING OF AGRICULTURAL FIELDS FOR IMPLEMENTING AGRICULTURAL FIELD TRIALSFebruary 2023January 2024Allow1110YesNo
18110320INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESFebruary 2023December 2025Allow3440YesNo
18167573INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESFebruary 2023September 2025Allow3140YesNo
18167700INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESFebruary 2023February 2026Allow3650NoNo
18089496INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022January 2024Allow1310NoNo
18089502INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022August 2025Allow3240YesNo
18087758INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022January 2026Allow3640YesNo
18087491INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022December 2025Allow3540YesNo
18087488INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022October 2025Allow3450YesNo
18087762INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022October 2025Allow3440YesNo
18087539INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2022September 2025Allow3340YesNo
18085761OIL-FIELD ELECTRONIC RUN TICKETSDecember 2022January 2024Allow1310NoNo
17989539DYNAMIC ANALYTICS AND FORECASTING FOR MESSAGING STAFFNovember 2022April 2024Abandon1710NoNo
17984665SYSTEMS AND METHODS FOR FINDING AN INTERACTION SUBSET WITHIN A SET OF INTERACTIONSNovember 2022July 2023Allow800NoNo
17975930REAL-TIME KEY PERFORMANCE INDICATOROctober 2022December 2024Abandon2510NoNo
17917644INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMOctober 2022October 2025Abandon3620NoNo
17955585PLANNING OPTIMISATION FOR HUMAN-MACHINE INTERACTIVE TASKS CONSIDERING MACHINE EMISSION GOAL AND HUMAN COMPETENCE GROWTHSeptember 2022September 2025Abandon3620NoNo
17951771Management System for Point of Care TestingSeptember 2022January 2024Allow1610NoNo
17950383SHIP UNLOADING CONTROL SYSTEM, SHIP LOADING CONTROL SYSTEM, AND RELATED SYSTEMS AND APPARATUSESSeptember 2022September 2025Abandon3601NoNo
17948032Technologies for Identifying Geographic Boundaries of Shipping LocationsSeptember 2022May 2025Abandon3220YesNo
17893896GENERATION AND DELIVERY OF INTEREST-BASED COMMUNICATIONSAugust 2022September 2024Abandon2501NoNo
17815924USING MACHINE LEARNING TO LEVERAGE INTERACTIONS TO GENERATE HYPERPERSONALIZED ACTIONSJuly 2022September 2025Abandon3740YesNo
17813371SYSTEMS AND METHODS FOR DETECTING DISGUISED NON-PERFORMING ASSETS (NPAs) AND PREDICTING POTENTIAL NPAs IN AGRICULTUREJuly 2022August 2024Allow2510NoNo
17853605DEMAND FORECASTING ENGINE IN A DATA ANALYTICS SYSTEMJune 2022May 2025Abandon3520YesNo
17809341METHOD AND SYSTEM FOR GAMIFICATION OF AGGREGATED DATAJune 2022April 2025Abandon3420NoNo
17846148DEMAND EQUILIBRIUM BASED PRICINGJune 2022September 2024Abandon2710YesNo
17785942COMPUTER-IMPLEMENTED METHOD, SYSTEM, AND COMPUTER PROGRAM PRODUCT FOR GROUP RECOMMENDATIONJune 2022May 2025Abandon3530YesNo
17750380METHODS AND SYSTEMS FOR PREDICTING PANIC STATES OF MERCHANTSMay 2022January 2025Abandon3220NoNo
17756117METHOD AND SYSTEM FOR TIME LAG IDENTIFICATION IN AN INDUSTRYMay 2022January 2026Abandon4440YesNo
17745521MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING FOR ASSESSMENT SYSTEMSMay 2022September 2025Abandon4050YesNo
17661350USING MACHINE LEARNING TO LEVERAGE INTERACTIONS TO GENERATE HYPERPERSONALIZED ACTIONSApril 2022September 2025Abandon4040YesNo
17668083MULTIPLE INSPECTOR VOICE INSPECTIONFebruary 2022January 2023Allow1100YesNo
17649854LOCAL TREND AND INFLUENCER IDENTIFICATION USING MACHINE LEARNING PREDICTIVE MODELSFebruary 2022September 2025Abandon4340YesNo
17629775USER-CENTRIC SYSTEM FOR DYNAMIC SCHEDULING OF PERSONALISED WORK PLANSJanuary 2022August 2024Abandon3131NoNo
17648504SYSTEMS, APPARATUS, AND METHODS OF PROGRAMMATICALLY DETERMINING UNIQUE CONTACTSJanuary 2022January 2025Abandon3620YesNo
17560500ADAPTIVE SYSTEMS, APPARATUS AND METHODS FOR ALIGNING ORGANIZATIONAL WORKFLOWS WITH ORGANIZATIONAL PURPOSEDecember 2021March 2024Abandon2730YesNo
17558602SYSTEM AND METHOD FOR PREDICTING TARGET-AGENTS FOR SHIFT-TRADE REQUEST BASED ON TRADING TRENDS OF AGENTSDecember 2021December 2025Abandon4870YesNo
17551048INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESDecember 2021October 2025Allow4630YesNo
17550283SYSTEM FOR DETERMINING AN OPERATIONAL STATE OF AN AIRCREW ACCORDING TO AN ADAPTIVE TASK PLAN AND ASSOCIATED METHODDecember 2021December 2024Abandon3620YesNo
17547752FABRICATION, DISTRIBUTION, AND INTEGRATED ORDER PROCESSING SYSTEMDecember 2021August 2023Abandon2010NoNo
17546701SATELLITE DATA FOR ESTIMATING SURVEY COMPLETENESS BY REGIONDecember 2021December 2025Abandon4840YesNo
17545181AUTOMATED, INTEGRATED AND COMPLETE COMPUTER PROGRAM/PROJECT MANAGEMENT SOLUTIONS STANDARDIZES AND OPTIMIZES MANAGEMENT PROCESSES AND PROCEDURES UTILIZING CUSTOMIZABLE AND FLEXIBLE SYSTEMS AND METHODSDecember 2021October 2024Abandon3420YesNo
17541856SYSTEMS AND METHODS FOR FINDING AN INTERACTION SUBSET WITHIN A SET OF INTERACTIONSDecember 2021October 2022Allow6000NoNo
17528595AUTONOMOUS VEHICLE SERVICESNovember 2021March 2023Allow1610NoNo
17514414Optimization Engine for Dynamic Resource ProvisioningOctober 2021January 2026Allow5130YesNo
17513762COLLABORATIVE DUE DILIGENCE REVIEW SYSTEMOctober 2021March 2024Allow2920YesNo
17506639SYSTEM FOR SYNCHRONIZING ENTERTAINMENT PRODUCTION RESOURCE PROCUREMENT WITH PRODUCTION PROJECT SCHEDULINGOctober 2021February 2023Allow1630YesNo
17503702Segment Valuation in a Digital Medium EnvironmentOctober 2021November 2023Allow2530YesNo
17488945COMPUTER IMPLEMENTED METHODS AND SYSTEMS FOR PROJECT MANAGEMENTSeptember 2021July 2023Allow2140YesNo
17474766Distributed System For Test Drive Conflict ReschedulingSeptember 2021September 2023Allow2410YesNo
17447449PREDICTIVE MAINTENANCE EXPLANATIONS BASED ON USER PROFILESeptember 2021June 2025Abandon4560YesNo
17458099DIGITAL MODELING AND TRACKING OF AGRICULTURAL FIELDS FOR IMPLEMENTING AGRICULTURAL FIELD TRIALSAugust 2021October 2022Allow1400YesNo
17458156DYNAMIC ALLOCATION OF HUMAN RESOURCES FOR EFFICIENT PROJECT MANAGEMENTAugust 2021May 2024Abandon3320YesNo
17445095SECURITY ECOSYSTEMAugust 2021December 2025Abandon5260YesNo
17397858INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESAugust 2021September 2022Allow1400NoNo
17397882INTERACTIVE NETWORK AND METHOD FOR SECURING CONVEYANCE SERVICESAugust 2021October 2023Allow2620NoNo
17379602MASTER PERFORMANCE INDICATORJuly 2021June 2024Allow3540YesNo
17362860METHODS AND SYSTEMS FOR SERVICE REQUEST MANAGEMENTJune 2021June 2024Allow3630YesNo
17351982WORKSITE INFORMATION MANAGEMENT SYSTEMJune 2021June 2022Allow1220YesNo
17301685Resource Scheduling SystemApril 2021November 2025Abandon5530NoYes
17218499METHODS AND SYSTEMS FOR IDENTIFYING SERVICE PROVIDERS AND PROVIDING SERVICESMarch 2021January 2023Allow2220YesNo
17215970Free Time Monetization ExchangeMarch 2021April 2023Abandon2520NoNo
17203685CUSTOMER EXPERIENCE ANALYTICSMarch 2021August 2024Abandon4140YesNo
17202532PROVIDING VIRTUAL SUPPORT TO AN END-USER BASED ON EXPERIENCEMarch 2021October 2023Allow3130YesNo
17199642RESOLUTION SELECTION AND DEPLOYMENTMarch 2021July 2025Abandon5220YesYes
17176482METHOD AND APPLICATION FOR AUTOMATING AUTOMOBILE SERVICE PROVIDER TRACKING AND COMMUNICATIONSFebruary 2021November 2022Allow2110YesNo
17166873METHOD FOR ALLOWING WORKER TO DO JOB AND APPARATUS THEREOFFebruary 2021August 2023Abandon3060NoNo
17164990MANAGEMENT SYSTEM FOR POINT OF CARE TESTINGFebruary 2021April 2022Allow1400YesNo
17163469SYSTEMS AND METHODS FOR DRIVER SCHEDULINGJanuary 2021March 2023Allow2540YesNo
17162341ON-SITE APPOINTMENT ASSISTANTJanuary 2021July 2023Allow2910YesNo
17145012INSTALLING ENVIRONMENT ESTIMATION DEVICE AND COMPUTER READABLE MEDIUMJanuary 2021November 2022Abandon2220NoNo
17141414DETERMINING AND ANALYZING COMPLIANCE REQUIREMENTSJanuary 2021December 2024Abandon4840YesNo
17132883NOTIFICATION SYSTEMDecember 2020November 2023Allow3530YesNo
17132395DYNAMIC ANALYTICS AND FORECASTING FOR MESSAGING STAFFDecember 2020August 2022Allow2020YesNo
17124833INTERACTIVE REAL TIME SYSTEM AND REAL TIME METHOD OF USE THEREOF IN CONVEYANCE INDUSTRY SEGMENTSDecember 2020June 2021Allow610YesNo
17251723OPTIMIZATION OF HUMAN-CENTRIC PROCESSESDecember 2020November 2023Abandon3521NoNo
17116642AUTOMATED, INTEGRATED AND COMPLETE COMPUTER PROGRAM/PROJECT MANAGEMENT SOLUTIONS STANDARDIZES AND OPTIMIZES MANAGEMENT PROCESSES AND PROCEDURES UTILIZING CUSTOMIZABLE AND FLEXIBLE SYSTEMS AND METHODSDecember 2020January 2023Abandon2510NoNo
17111273Method and System for Process Schedule Reconciliation Using Machine Learning and Algebraic Model OptimizationDecember 2020September 2024Allow4660YesNo
15734933WORKFLOW DEPLOYMENTDecember 2020November 2022Allow2430NoNo
16950102CONTROL DEVICE, SYSTEM, PROGRAM, TERMINAL DEVICE, AND CONTROL METHODNovember 2020November 2022Abandon2420YesNo
17094729SYSTEM FOR PRODUCING AND DELIVERING INFORMATION TECHNOLOGY PRODUCTS AND SERVICESNovember 2020June 2024Abandon4341YesYes
17083067DISPATCH SYSTEM FOR SCHEDULING WORKERSOctober 2020January 2024Abandon3840NoNo
17081578INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHODOctober 2020July 2022Allow2030YesNo
17079481MULTI-CHANNEL INTER-TEAM COMMUNICATION AND EVALUATION SYSTEMOctober 2020September 2022Abandon2310NoNo
17067820CAPABILITY AND SKILLS MATRIX ANALYSIS IN GAP IDENTIFICATION AND REMEDIATIONOctober 2020November 2022Abandon2520NoNo
17039535OIL-FIELD ELECTRONIC RUN TICKETSSeptember 2020September 2022Allow2410YesNo
17018431DEVICE FOR IMPLEMENTING BODY FLUID ANALYSIS AND SOCIAL NETWORKING EVENT PLANNINGSeptember 2020April 2022Allow1920NoNo
16971622SENSOR BASED ENHANCED CUSTOMER EXPERIENCEAugust 2020January 2023Allow2920YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner STEWART, CRYSTOL.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
12
Examiner Affirmed
11
(91.7%)
Examiner Reversed
1
(8.3%)
Reversal Percentile
22.6%
Lower than average

What This Means

With a 8.3% 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
22
Allowed After Appeal Filing
2
(9.1%)
Not Allowed After Appeal Filing
20
(90.9%)
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, 9.1% 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 STEWART, CRYSTOL - Prosecution Strategy Guide

Executive Summary

Examiner STEWART, CRYSTOL works in Art Unit 3624 and has examined 267 patent applications in our dataset. With an allowance rate of 34.8%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 40 months.

Allowance Patterns

Examiner STEWART, CRYSTOL's allowance rate of 34.8% places them in the 6% 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 STEWART, CRYSTOL receive 2.93 office actions before reaching final disposition. This places the examiner in the 85% 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 STEWART, CRYSTOL is 40 months. This places the examiner in the 24% 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 +31.9% benefit to allowance rate for applications examined by STEWART, CRYSTOL. This interview benefit is in the 80% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 15.1% of applications are subsequently allowed. This success rate is in the 11% 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 12.7% of cases where such amendments are filed. This entry rate is in the 13% 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 25.0% of appeals filed. This is in the 3% percentile among all examiners. Of these withdrawals, 25.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). 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, 56.4% are granted (fully or in part). This grant rate is in the 58% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.

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.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • 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.