USPTO Examiner WOO ISAAC M - Art Unit 2163

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18957843ARTIFICIAL INTELLIGENCE BASED GENERATION OF SYNTHETIC STATEMENT FOR A USERNovember 2024March 2025Allow310NoNo
18955901METHOD AND APPARATUS OF COMPARING DATA OF HETEROGENEOUS DATA SOURCES, DEVICE, AND STORAGE MEDIUMNovember 2024May 2025Allow610NoNo
18794228CLIENT DEVICE WITH APPLICATION FOR GROUPING AND FACILITATING DELETION OF PHOTOGRAPHS FROM MEMORYAugust 2024January 2025Allow510NoNo
18745054MOBILE DEVICE, NETWORK SYSTEM, AND CONTROL METHOD FOR THE SAMEJune 2024June 2025Allow1210YesNo
18742418SYSTEMS AND METHODS FOR ENHANCING PERFORMANCE OF SEARCH ENGINESJune 2024November 2024Allow510YesNo
18674159ISSUE TRACKING SYSTEMS AND METHODS FOR A CONFIGURABLE PROJECT HIERARCHYMay 2024June 2025Allow1300NoNo
18658517METHODS AND SYSTEMS FOR SELECTING AND PRESENTING CONTENT ON A FIRST SYSTEM BASED ON USER PREFERENCES LEARNED ON A SECOND SYSTEMMay 2024May 2025Allow1210NoNo
18652044ENTITY RESOLUTION IN GENEALOGICAL DATABASESMay 2024April 2025Allow1210YesNo
18647389DETECTION OF CHANGES IN STORAGE ARRAYS FOR DATABASESApril 2024March 2025Allow1010NoNo
18645926DATABASE DATA COMPRESSION METHOD AND STORAGE DEVICEApril 2024May 2025Allow1210NoNo
18631952RESPONDING TO QUERIES WITH VOICE RECORDINGSApril 2024April 2025Allow1210YesNo
18630084APPARATUS AND METHOD FOR DATA CLUSTERINGApril 2024March 2025Allow1110NoNo
18615335CREATING DATA SHAPES FOR PATTERN RECOGNITION SYSTEMSMarch 2024April 2025Allow1310NoNo
18613859PATTERN RECOGNITION SYSTEMSMarch 2024April 2025Allow1310NoNo
18613832DATA RETRIEVAL IN PATTERN RECOGNITION SYSTEMSMarch 2024March 2025Allow1210YesNo
18610388METHOD FOR IDENTIFYING POTENTIAL REGULATORY VIOLATIONSMarch 2024December 2024Allow910NoNo
18608128DATA DISTILLERY FOR SIGNAL DETECTIONMarch 2024June 2025Allow1411NoNo
18605313MANAGING DATA RISK USING AUTOMATED DEPENDENCY DISCOVERYMarch 2024April 2025Allow1310YesNo
18603686SYSTEMS AND METHODS FOR PERSONALIZED GUIDANCEMarch 2024June 2025Allow1611YesNo
18592093METHOD AND DATABASE SYSTEM FOR OPTIMIZING QUERY PROCESSING EXECUTION SCHEMEFebruary 2024March 2025Allow1210NoNo
18586542INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM IN WHICH INFORMATION PROCESSING PROGRAM IS STOREDFebruary 2024June 2025Allow1620NoNo
18432389SYSTEMS AND METHODS FOR USER ALIAS CORRECTIONFebruary 2024February 2025Allow1210NoNo
18431624Genetic Determination of Predispositions for Health-Related ConditionsFebruary 2024November 2024Allow920NoNo
18423685SYNTHESIZING A RESTORE IMAGE FROM ONE OR MORE SECONDARY COPIES TO FACILITATE DATA RESTORE OPERATIONS TO A FILE SERVERJanuary 2024January 2025Allow1201NoNo
18421408SEARCH-BASED NATURAL LANGUAGE INTENT DETECTION, SELECTION, AND EXECUTION FOR MULTI-AGENT AUTOMATION SYSTEMSJanuary 2024January 2025Allow1110YesNo
18418171MODEL-DRIVEN DATA INSIGHTS FOR LATENT TOPIC MATERIALITYJanuary 2024May 2025Allow1611NoNo
18391099SYSTEMS AND METHODS FOR MAINTAINING A RANDOM SAMPLE OF DOCUMENTSDecember 2023February 2025Allow1410YesNo
18538108PROTECTION, RECOVERY, AND MIGRATION OF DATABASES-AS-A-SERVICE (DBAAS) AND/OR SERVERLESS DATABASE MANAGEMENT SYSTEMS (DBMS) IN CLOUD AND MULTI-CLOUDDecember 2023February 2025Allow1410NoNo
18534160SYSTEM AND METHOD FOR DISTRIBUTING INDEX MESSAGES IN A SHARD-AWARE INDEX PIPELINEDecember 2023March 2025Allow1610YesNo
18495558Search Suggestions Based on Native Application HistoryOctober 2023June 2025Allow1920YesNo
18495344Multimedia Query SystemOctober 2023May 2025Abandon1810NoNo
18484820Media Preference DatabaseOctober 2023January 2025Allow1510YesNo
18484018SYSTEM AND METHOD FOR INTERMEDIARY MAPPING AND DE-IDENTIFICATION OF NON-STANDARD DATASETSOctober 2023March 2025Allow1720YesNo
18378360SYSTEMS AND METHODS FOR REDUCING DATA COLLECTION BURDENOctober 2023November 2024Allow1310YesNo
18378463PROTOCOL INDEPENDENT PROGRAMMABLE SWITCH (PIPS) FOR SOFTWARE DEFINED DATA CENTER NETWORKSOctober 2023January 2025Allow1510NoNo
18377219Ancestry Composition DeterminationOctober 2023October 2024Allow1220NoNo
18244715Determination and Display of Likelihoods over Time of Developing Age-Associated DiseaseSeptember 2023July 2024Allow1010NoNo
18460169AUTOMATED LOG-BASED REMEDIATION OF AN INFORMATION MANAGEMENT SYSTEMSeptember 2023November 2024Allow1510NoNo
18457531DETERMINING A CHANGE TO PRODUCT INFORMATION OR USER INFORMATION VIA HASHINGAugust 2023January 2025Allow1620YesNo
18458013Prioritized Recovery of Files During FailbackAugust 2023January 2025Allow1610YesNo
18278777LEGAL DOCUMENT SEARCH AND RANKING USING MACHINE LEARNING DURING LEGAL INTERACTIONSAugust 2023October 2024Allow1410NoNo
18364998NODE GRAPH PRUNING AND FRESH CONTENTAugust 2023December 2024Allow1610NoNo
18226030KEY-BASED COMPLEX PROCESS MONITORINGJuly 2023November 2024Allow1610YesNo
18226156SYSTEM AND METHOD FOR QUERYING A DATA REPOSITORYJuly 2023August 2024Allow1310YesNo
18358758Method for Determining Company Related to News Based on Scoring and Apparatus for Performing the MethodJuly 2023February 2025Abandon1810NoNo
18357363REPORT ARCHIVAL AND RETRIEVAL SYSTEMJuly 2023October 2024Allow1510YesNo
18224438METADATA TAG AUTO-APPLICATION TO POSTED ENTRIESJuly 2023August 2024Allow1310NoNo
18339301CLIENT DEVICE AND APPLICATION FOR FACILITATING DELETION OF PHOTOGRAPHS FROM MEMORYJune 2023July 2024Allow1310NoNo
18211922Computer Implemented Identification of Genetic SimilarityJune 2023October 2024Allow1610NoNo
18211403TARGETED SWEEP METHOD FOR KEY-VALUE DATA STORAGEJune 2023August 2024Allow1410YesNo
18331062Accommodation SearchJune 2023September 2024Allow1520NoNo
18324869DATA AGGREGATION AND PROCESS AUTOMATION SYSTEMS AND METHODSMay 2023August 2024Allow1510NoNo
18200183METHOD AND SYSTEMS FOR PROVIDING PERSONALIZED SUPPLEMENTAL AUDIO STREAMSMay 2023August 2024Allow1510NoNo
18321175SYSTEMS AND METHODS FOR CORRELATING LARGE DATASETS OF ELECTRONIC DATA RECORDSMay 2023August 2024Allow1510NoNo
18317669IDENTIFYING TRUE POSITIVE DATA WITHIN A SET OF BLAST EXPOSURE DATAMay 2023August 2024Allow1510NoNo
18315994MEDIA MANAGEMENT SYSTEMMay 2023August 2024Allow1510YesNo
18316159SYSTEMS AND METHODS FOR APPLICATION DATA SERVERSMay 2023August 2024Allow1510NoNo
18312419PERMISSIONS IN A DATASET MANAGEMENT SYSTEMMay 2023October 2024Allow1820NoNo
18311714Synthetic Data GenerationMay 2023August 2024Allow1510YesNo
18141768APPARATUS AND METHOD OF GENERATING LOOKUPS AND MAKING DECISIONS FOR PACKET MODIFYING AND FORWARDING IN A SOFTWARE-DEFINED NETWORK ENGINEMay 2023August 2024Allow1510NoNo
18310336SYSTEMS AND METHODS FOR REMOVING ELECTRONIC ACTIVITIES FROM SYSTEMS OF RECORDS BASED ON FILTERING POLICIESMay 2023July 2024Allow1510NoNo
18306400METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR DETERMINING A DATA DOMAIN ASSOCIATED WITH DATAApril 2023August 2024Allow1510NoNo
18138716Methods For Identifying Crosses For Use In Plant BreedingApril 2023August 2024Allow1610NoNo
18299253ALERT RULE EVALUATION FOR MONITORING OF LATE ARRIVING DATAApril 2023April 2024Allow1200NoNo
18127821SYSTEM, METHOD, AND COMPUTER-ACCESSIBLE MEDIUM TO VERIFY DATA COMPLIANCE BY ITERATIVE LEARNINGMarch 2023April 2024Allow1210NoNo
18118923SYSTEMS AND METHODS FOR ADAPTIVE DATA REPLICATIONMarch 2023December 2023Allow1010YesNo
18180077PREDICTIVE, MACHINE-LEARNING, EVENT-SERIES COMPUTER MODELS WITH ENCODED REPRESENTATIONMarch 2023July 2024Allow1710NoNo
18101701USING UNSUPERVISED MACHINE LEARNING TO PRODUCE INTERPRETABLE ROUTING RULESJanuary 2023March 2024Allow1320NoNo
18158586DATA INGESTION REPLICATION AND DISASTER RECOVERYJanuary 2023May 2024Allow1610NoNo
18099478Comparison and Identification of Attribute Similarity Based on Genetic MarkersJanuary 2023July 2023Allow611NoNo
18097524SYSTEM TO LABEL K-MEANS CLUSTERS WITH HUMAN UNDERSTANDABLE LABELSJanuary 2023October 2023Allow910NoNo
18149124IDENTIFYING FALSE POSITIVE DATA WITHIN A SET OF BLAST EXPOSURE DATAJanuary 2023August 2024Allow1910YesNo
18148855SEARCH-BASED NATURAL LANGUAGE INTENT DETERMINATIONDecember 2022October 2023Allow1010YesNo
18083654System and Method for Hierarchical Factor-based ForecastingDecember 2022April 2025Allow2810NoNo
17994519COMPUTERIZED SYSTEM FOR PROGRAMMATIC MAPPING OF RECORD LINEAGE BASED ON DATA FLOW THROUGH DATA STORAGE COMPONENTSNovember 2022October 2023Allow1110YesNo
17994801Moveable StorageNovember 2022August 2024Allow2110NoNo
17989388Computer Implemented Identification of Genetic SimilarityNovember 2022March 2023Allow420NoNo
17987357TRANSCRANIAL STIMULATION DEVICE AND METHOD BASED ON ELECTROPHYSIOLOGICAL TESTINGNovember 2022August 2024Allow2140NoNo
17975176SCENE AWARE SEARCHINGOctober 2022August 2023Allow910NoNo
17937906INTELLIGENT AUTOMATIC ORCHESTRATION OF MACHINE-LEARNING BASED PROCESSING PIPELINEOctober 2022April 2025Allow3000NoNo
17958665Attribute Combination Discovery for Predisposition Determination of Health ConditionsOctober 2022February 2023Allow410NoNo
17937434BACKUP AND RESTORE OF CLIENT-MANAGED AND SYSTEM-MANAGED DATABASE TABLESSeptember 2022May 2024Allow2010NoNo
17937424SHARD MANAGEMENT FOR SCALING DATABASE TABLESSeptember 2022May 2024Allow2010NoNo
17954702Systems and Methods for Database Management Using Append-Only Storage DevicesSeptember 2022October 2023Allow1320NoNo
17821843AUTOMATIC INSIGHTS FOR MULTI-DIMENSIONAL DATAAugust 2022June 2023Allow1010NoNo
17821897FACILITATING MOBILE DEVICE INTERACTION WITH AN ENTERPRISE DATABASE SYSTEMAugust 2022August 2024Allow2440YesNo
17891894UTILIZING REINFORCEMENT LEARNING FOR GOAL ORIENTED WEBSITE NAVIGATIONAugust 2022January 2024Allow1720YesNo
17820288UTILIZING A TABLESPACE TO EXPORT TO A NATIVE DATABASE RECOVERY ENVIRONMENTAugust 2022August 2024Allow2411YesNo
17874157METHOD AND DEVICE FOR SYNCHRONIZING DATA, AND STORAGE MEDIUMJuly 2022May 2024Allow2210NoNo
17873563Attribute Combination Discovery for Predisposition Determination of Health ConditionsJuly 2022September 2022Allow200NoNo
17870511Personalized Recency and Time-Aware SystemJuly 2022November 2024Allow2820YesYes
17813421SYSTEMS AND USER INTERFACES FOR DYNAMIC AND INTERACTIVE TABLE GENERATION AND EDITING BASED ON AUTOMATIC TRAVERSAL OF COMPLEX DATA STRUCTURES AND INCORPORATION OF METADATA MAPPED TO THE COMPLEX DATA STRUCTURESJuly 2022July 2024Allow2410NoNo
17867164AUTOMATED DATABASE OPERATION CLASSIFICATION USING ARTIFICIAL INTELLIGENCE TECHNIQUESJuly 2022January 2024Allow1810YesNo
17863276SYSTEM, METHOD, AND COMPUTER PROGRAM FOR A CONTEXT-BASED DATA-DRIVEN CLASSIFIERJuly 2022March 2024Allow2020NoNo
17812028PROVIDING ENERGY EFFICIENT DYNAMIC REDUNDANCY ELIMINATION FOR STORED DATAJuly 2022January 2024Allow1810YesNo
17861144Method and System for Facilitating Keyword-Based Searching in ImagesJuly 2022March 2024Allow2011NoNo
17789895INFORMATION SHARING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUMJune 2022January 2024Allow1910NoNo
17849503ENABLING COMMUNICATION BETWEEN MULTIPLE DATABASES HAVING DISPARATE INDICESJune 2022December 2023Allow1800NoNo
17807748GENERATING A BUSINESS OBJECTJune 2022September 2023Allow1510YesNo
17843922SYSTEM AND METHOD FOR UNIFYING FEATURE VECTORS IN A KNOWLEDGE GRAPHJune 2022August 2023Allow1410YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WOO, ISAAC M.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
1
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
4.2%
Lower than average

What This Means

With a 0.0% 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
14
Allowed After Appeal Filing
9
(64.3%)
Not Allowed After Appeal Filing
5
(35.7%)
Filing Benefit Percentile
90.3%
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, 64.3% 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

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

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

Examiner WOO, ISAAC M - Prosecution Strategy Guide

Executive Summary

Examiner WOO, ISAAC M works in Art Unit 2163 and has examined 550 patent applications in our dataset. With an allowance rate of 94.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 24 months.

Allowance Patterns

Examiner WOO, ISAAC M's allowance rate of 94.7% places them in the 85% 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 WOO, ISAAC M receive 1.24 office actions before reaching final disposition. This places the examiner in the 22% 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 WOO, ISAAC M is 24 months. This places the examiner in the 70% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +6.3% benefit to allowance rate for applications examined by WOO, ISAAC M. This interview benefit is in the 34% 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, 38.8% of applications are subsequently allowed. This success rate is in the 86% 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 45.2% of cases where such amendments are filed. This entry rate is in the 63% 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, 125.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 82% 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 92.9% of appeals filed. This is in the 83% percentile among all examiners. Of these withdrawals, 61.5% 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, 31.7% are granted (fully or in part). This grant rate is in the 24% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 10% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 2.3% of allowed cases (in the 67% 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.