USPTO Examiner LEWIS CHERYL RENEA - Art Unit 2166

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19172130NETWORK SLINGHOP VIA TAPESTRY SLINGSHOTApril 2025September 2025Allow610NoNo
19098941Systems and Methods for Generating Metadata and Storing the Metadata in a RepositoryApril 2025October 2025Allow710NoNo
18960480METHOD FOR CONSTRUCTING KNOWLEDGE GRAPH AND METHOD FOR DIAGNOSING VEHICLE FAULTSNovember 2024December 2025Allow1210NoNo
18949819SYSTEM, METHOD, AND COMPUTER PROGRAM FOR SCRAPING PAGE OBJECT MODEL DATA FROM A WEBPAGENovember 2024December 2025Allow1310NoNo
18932610SYSTEMS AND METHODS OF DATA ANALYTICS BASED ON ZERO EXTRACT TRANSFORM LOADOctober 2024February 2026Allow1510NoNo
18928806Application Compression Method, Application Decompression Method, and Electronic DeviceOctober 2024October 2025Allow1210NoNo
18928171QUERY SELECTION METHOD AND SYSTEMOctober 2024October 2025Allow1210NoNo
18923775Graph Database Storage OptimizationOctober 2024October 2025Allow1210YesNo
18915492MULTI-TILE MEMORY MANAGEMENTOctober 2024October 2025Allow1210NoNo
18915597Artificial Intelligence (AI) agent inputs using User Interfaces (UIs)October 2024February 2026Allow1610NoNo
18853308Method for Transferring an IBLT Data Structure and User TerminalOctober 2024February 2026Allow1610NoNo
18901718NETWORK SLINGHOP VIA TAPESTRY SLINGSHOTSeptember 2024December 2024Allow200NoNo
18883490COORDINATION OF PARALLEL PROCESSING OF AUDIO QUERIES ACROSS MULTIPLE DEVICESSeptember 2024December 2025Allow1510YesNo
18815145SYSTEMS AND METHODS FOR A SCALABLE VERSIONED DATABASEAugust 2024October 2025Allow1410NoNo
18810720Data Storage Device and Method for Video Frame Link-Based Management and ProcessingAugust 2024October 2025Allow1410YesNo
18806247Managing Relational DatabasesAugust 2024February 2026Allow1820NoNo
18801942METHOD AND SYSTEM FOR RETRIEVING INFORMATION FROM TABLE CORPORA USING LARGE LANGUAGE MODELSAugust 2024March 2026Allow1910NoNo
18799688VERIFIED ENTITY ATTRIBUTESAugust 2024October 2025Allow1410YesNo
18796429DATA EXTRACTION, OBJECT CREATION, AND QUERY SYSTEM LEVERAGING LLM CAPABILITIESAugust 2024December 2025Allow1710YesNo
18790620METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR INTERACTIONJuly 2024November 2024Allow300NoNo
18785877DATABASE CATALOGUING USING SIMILARITY HASH CODEJuly 2024February 2026Allow1810NoNo
18774275COMPUTER SYSTEMS FOR FRACTAL ANALYSIS, INTERACTION, AND VISUALIZATION OF QUALITATIVE AND QUANTITATIVE DATAJuly 2024October 2025Allow1510YesNo
18769665SYSTEMS, APPARATUSES, METHODS, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIA FOR DETECTING DATA INTEGRITY ISSUE IN HETEROGENEOUS CLUSTER ENVIRONMENTS WITH CACHE OPTIMALITYJuly 2024October 2025Allow1610YesNo
18756769DYNAMIC SHARED DATA OBJECT MASKINGJune 2024October 2025Allow1610NoNo
18750363AUTOMATED DYNAMIC DATA QUALITY ASSESSMENTJune 2024February 2026Allow1920NoNo
18750033GRAPHICAL USER INTERFACE TO DEPICT DATA LINEAGE INFORMATION IN LEVELSJune 2024February 2026Allow2020YesNo
18749131METHOD AND APPARATUS FOR STORING AND PROCESSING DATA FOR LARGE MODELJune 2024October 2025Allow1610NoNo
18748116CONTAINERIZED DATA CLASSIFICATION AND AUTOMATED METADATA PUBLISHING SYSTEMJune 2024August 2024Allow200NoNo
18680948Generating and Assigning MetadataMay 2024August 2024Allow300NoNo
18677946QUERY CREATION AND EXECUTION ON DATA CONTENTMay 2024October 2025Allow1710NoNo
18678734CONVERSION TABLES AS A SERVICE FOR HUMAN READABLE PRIME NUMBER COMPRESSION (HRPNC)May 2024March 2026Allow2120YesNo
18663788METHODS OF DATA SHARING ACROSS CLOUD REGIONS AND CLOUD PLATFORMS OF CLOUD-BASED DATA WAREHOUSING SYSTEMSMay 2024January 2025Allow800YesNo
18660818ORGANIZATIONAL PROCESS BACKGROUND INTELLIGENCEMay 2024October 2025Allow1710YesNo
18649861METHODS AND SYSTEMS THAT AUTOMATICALLY GENERATE SCHEMA FOR CLOUD-INFRASTRUCTURE-SPECIFICATION-AND-CONFIGURATION FILES THAT ARE USED FOR AUTOCOMPLETION AND VALIDATIONApril 2024September 2025Abandon1710NoNo
18647003SYSTEMS FOR NUCLEIC ACID-BASED DATA STORAGEApril 2024December 2024Allow800NoNo
18646586DATABASE AGGREGATIONSApril 2024October 2025Allow1810NoNo
18703854METHOD FOR IMPLEMENTING RADIO TOPOLOGY RECOMMENDER SYSTEMSApril 2024September 2025Allow1610YesNo
18642419Active Data ExecutableApril 2024January 2025Allow800YesNo
18635918Property Resource Location And Information Sharing SystemApril 2024January 2026Allow2120NoNo
18632167CROSS-CHAIN TRANSACTION METHOD AND APPARATUSApril 2024December 2024Allow800YesNo
18608165COMMUNICATION SYSTEM, TERMINAL APPARATUS, AND INFORMATION PROCESSING SYSTEMMarch 2024August 2025Allow1710NoNo
18598122ADAPTIVELY OVERLAPPING THE WRITING OF REDO LOG RECORDSMarch 2024November 2024Allow800NoNo
18597076ITEM RETRIEVAL USING GENERATIVE MODEL OUTPUTMarch 2024October 2025Allow1910YesNo
18590773METHOD AND ELECTRONIC DEVICE FOR PROVIDING COMMODITY OBJECT SEARCH INFORMATIONFebruary 2024March 2026Allow2510NoNo
18581303INTELLIGENT PERSONAL MICRO-LOCATION SEARCH AND ENHANCED COMMUNICATION AGENTSFebruary 2024October 2024Allow700YesNo
18440269METHOD AND SYSTEM FOR MIGRATING DATABASE CONTENT ONTO NEW DATABASE INFRASTRUCTUREFebruary 2024November 2024Allow900NoNo
18418809ADVERSARIAL PERTURBATION FILTERS FOR ARTIFICIAL INTELLIGENCEJanuary 2024November 2024Allow1000NoNo
18415253MODEL OBJECT MANAGEMENT AND STORAGE SYSTEMJanuary 2024August 2024Allow700NoNo
18409289ENSURING DATA INTEGRITY OF EXECUTED TRANSACTIONSJanuary 2024August 2024Allow700YesNo
18405878ADDRESS ENHANCEMENTJanuary 2024January 2026Allow2410YesNo
18401144MULTIMEDIA DATA SEARCH USING MULTI-MODAL FEATURE EMBEDDINGSDecember 2023September 2025Allow2110YesNo
18397877METHOD AND APPARATUS FOR PROCESSING TABLE OF DOCUMENT, AND DEVICE AND MEDIUMDecember 2023March 2024Allow300NoNo
18543440METHOD AND APPARATUS FOR HIERARCHICALLY PRUNING DATA IN BLOCKCHAIN TRANSACTION, DEVICE AND MEDIUMDecember 2023April 2024Allow400NoNo
18540983SYSTEMS, DEVICES, AND METHODS FOR PARALLELIZED DATA STRUCTUREDecember 2023July 2024Allow700NoNo
18534680MOTION-BASED TRANSPORT ASSESSMENTDecember 2023March 2026Allow2720NoNo
18532552DATABASE MANAGEMENTDecember 2023September 2024Allow900YesNo
18567095USER INTERFACE FOR CONFIGURATION AND STORAGE OF HIERARCHICAL DATADecember 2023October 2025Allow2320YesNo
18389054SYSTEM AND METHOD FOR MANAGING COGNATE SPECIFICATIONS OF GOODSNovember 2023October 2024Allow1100NoNo
18500918ENABLING EDITABLE TABLES ON A CLOUD-BASED DATA WAREHOUSENovember 2023July 2024Allow800YesNo
18498478TECHNIQUES FOR ONTOLOGY QUERY CONSTRUCTIONOctober 2023November 2025Allow2420NoNo
18384005Systems and Methods to Provide Visual BrowsingOctober 2023October 2024Allow1100YesNo
18376712COORDINATION OF PARALLEL PROCESSING OF AUDIO QUERIES ACROSS MULTIPLE DEVICESOctober 2023June 2024Allow800YesNo
18374791Method for improving the hashing of a fileSeptember 2023March 2024Allow500NoNo
18466501DATA RECONCILIATION FOR A MULTI-CHANNEL PIPELINESeptember 2023October 2025Allow2510YesNo
18463437SYSTEMS AND METHODS FOR PRESENTING WEB APPLICATION CONTENTSeptember 2023December 2024Allow1500NoNo
18464150CONGESTION CONTROL PROTOCOLSeptember 2023September 2025Allow2410YesNo
18461933NATURAL LANGUAGE PROCESSING FOR SEARCHING SECURITY VIDEO DATASeptember 2023December 2023Allow300NoNo
18458817Ranking of Content Based On Implied RelationshipsAugust 2023November 2024Allow1520NoNo
18457777INFORMATION PROCESSING DEVICE, METHOD FOR GENERATING LEARNING MODEL, AND COMPUTER-READABLE STORAGE MEDIUM THAT STORES PROGRAM FOR GENERATING LEARNING MODELAugust 2023February 2026Allow2910YesNo
18020635VISUALIZATION DEVICE, VISUALIZATION METHOD AND VISUALIZATION PROGRAMAugust 2023January 2026Allow3610NoNo
18449073OPTIMIZING SCRAPING REQUESTS THROUGH BROWSING PROFILESAugust 2023April 2024Allow800YesNo
18230273SYSTEMS FOR NUCLEIC ACID-BASED DATA STORAGEAugust 2023November 2023Allow400YesNo
18263852Device and Method for Preparing DataAugust 2023June 2024Allow1100NoNo
18363514ARTIFICIAL INTELLIGENCE AND/OR MACHINE LEARNING SYSTEMS AND METHODS FOR EVALUATING AUDIENCES IN AN EMBEDDING SPACE BASED ON KEYWORDSAugust 2023October 2023Allow300YesNo
18221451DEVELOPING OBJECT ONTOLOGIES AND DATA USAGE MODELS USING MACHINE LEARNINGJuly 2023August 2024Allow1310NoNo
18335097QUERY SELECTION METHOD AND SYSTEMJune 2023June 2024Allow1310NoNo
18330684Managing Relational DatabasesJune 2023August 2024Allow1410YesNo
18320285MODEL GENERATION SERVICE FOR DATA RETRIEVALMay 2023October 2024Allow1600NoNo
18316624COOPERATIVE MEMORY MANAGEMENT IN DATABASE MANAGEMENT SYSTEMSMay 2023April 2024Allow1100NoNo
18307632MEDIA FILE SYSTEMS AND METHODS OF STORING MEDIA FILES IN A MEDIA FILE SYSTEMApril 2023September 2024Allow1700NoNo
18138900SYSTEM AND METHOD FOR PROCESSING RESOURCES AND ASSOCIATED METADATA IN THE METAVERSE USING KNOWLEDGE GRAPHSApril 2023April 2024Allow1100NoNo
18305523Active Data ExecutableApril 2023December 2023Allow800NoNo
18305004CONTEXT-BASED RECOMMENDATION GENERATIONApril 2023October 2025Allow3010NoNo
18301160NETWORK SLINGHOP VIA TAPESTRY SLINGSHOTApril 2023December 2023Allow800NoNo
18189921COST ATTRIBUTION USING RESOURCE SWITCHINGMarch 2023August 2024Allow1700YesNo
18181900GENERATING A SUBQUERY FOR AN EXTERNAL DATA SYSTEM USING A CONFIGURATION FILEMarch 2023January 2024Allow1000NoNo
18176898APPARATUSES, COMPUTER PROGRAM PRODUCTS, AND COMPUTER-IMPLEMENTED METHODS FOR INTEGRATING THIRD-PARTY DEVICESMarch 2023June 2024Allow1600NoNo
18115629FRAMEWORK AND METHOD FOR CONSISTENT CROSS-TIER DATA VALIDATIONFebruary 2023August 2024Allow1700NoNo
18172108METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DATA STORAGEFebruary 2023March 2024Allow1300NoNo
18111809SYSTEMS AND METHODS FOR ENHANCING ELECTRONIC COMMUNICATIONSFebruary 2023December 2023Allow1000YesNo
18169080OPTIMIZING SCRAPING REQUESTS THROUGH BROWSING PROFILESFebruary 2023June 2023Allow400NoNo
18109081ARTIFICIAL INTELLIGENCE AND/OR MACHINE LEARNING SYSTEMS AND METHODS FOR EVALUATING AUDIENCES IN AN EMBEDDING SPACE BASED ON KEYWORDSFebruary 2023April 2023Allow200YesNo
18104142Framework for Managing Dynamic Configurations of Data Intake and Query Systems Deployed in Remote Computing EnvironmentsJanuary 2023August 2024Allow1800NoNo
18103220SYSTEM AND METHOD FOR GENERATING A MULTI-TASK MACHINE LEARNING MODELJanuary 2023October 2025Allow3310YesNo
18155551Interactive Smart Copy MethodJanuary 2023January 2024Allow1200NoNo
18150418ELECTRONIC DEVICE FOR SEARCHING FOR CONTENT AND METHOD THEREOFJanuary 2023July 2024Allow1800NoNo
18065487PAGE LOADING METHOD AND DISPLAY APPARATUSDecember 2022May 2024Allow1700NoNo
18078753SYSTEMS AND METHODS FOR MANAGED ASSET DISTRIBUTION IN A DISTRIBUTED HETEROGENEOUS STORAGE ENVIRONMENTDecember 2022November 2023Allow1100NoNo
18078876SEARCH-TIME FIELD EXTRACTION IN A DATA INTAKE AND QUERY SYSTEMDecember 2022March 2024Allow1510NoNo
18062656DYNAMIC SHARED DATA OBJECT MASKINGDecember 2022May 2024Allow1810NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LEWIS, CHERYL RENEA.

Strategic Value of Filing an Appeal

Total Appeal Filings
1
Allowed After Appeal Filing
1
(100.0%)
Not Allowed After Appeal Filing
0
(0.0%)
Filing Benefit Percentile
96.3%
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, 100.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Strategic Recommendations

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner LEWIS, CHERYL RENEA - Prosecution Strategy Guide

Executive Summary

Examiner LEWIS, CHERYL RENEA works in Art Unit 2166 and has examined 343 patent applications in our dataset. With an allowance rate of 98.0%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 26 months.

Allowance Patterns

Examiner LEWIS, CHERYL RENEA's allowance rate of 98.0% places them in the 90% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by LEWIS, CHERYL RENEA receive 0.59 office actions before reaching final disposition. This places the examiner in the 3% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by LEWIS, CHERYL RENEA is 26 months. This places the examiner in the 75% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +2.8% benefit to allowance rate for applications examined by LEWIS, CHERYL RENEA. This interview benefit is in the 24% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 40.4% of applications are subsequently allowed. This success rate is in the 91% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 50.0% of cases where such amendments are filed. This entry rate is in the 75% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 200.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 94% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 89% percentile among all examiners. Of these withdrawals, 100.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 37.5% are granted (fully or in part). This grant rate is in the 26% 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 0.6% of allowed cases (in the 62% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.6% of allowed cases (in the 56% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).

Prosecution Strategy Recommendations

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

  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.

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.