USPTO Examiner OWYANG MICHELLE N - Art Unit 2168

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19233135RESOLVING COMPLEX MATCH CANDIDATES USING LARGE LANGUAGE MODEL EXPLANATIONS OF AMBIGUOUS FEATURESJune 2025December 2025Allow710YesNo
19005159PROCESSING SEARCH REQUESTSDecember 2024March 2026Allow1410NoNo
18981142DATA DISPLAY METHOD, READABLE MEDIUM, AND ELECTRONIC DEVICEDecember 2024March 2026Allow1510NoNo
18976766SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKINGDecember 2024April 2025Allow410NoNo
18977112SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKINGDecember 2024April 2025Allow510NoNo
18976960SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKINGDecember 2024April 2025Allow410NoNo
18976654SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKINGDecember 2024April 2025Allow410NoNo
18975914SYSTEMS AND METHODS FOR AGGREGATING TIME-SERIES DATA STREAMS BASED ON POTENTIAL STATE CHARACTERISTICS FOLLOWING AGGREGATIONDecember 2024March 2026Allow1520YesNo
18961186MATRIX USER INTERFACE FOR LLM-POWERED DATA ANALYSIS AND GENERATIONNovember 2024June 2025Allow610YesNo
18952487Application Prediction Based on a Visual Search DeterminationNovember 2024January 2026Allow1410NoNo
18927575METHOD AND SYSTEM FOR TRANSFORMING DATA USING ARTIFICIAL INTELLIGENCE TO GENERATE CONTENTOctober 2024August 2025Allow1020NoNo
18912882TRANSACTION EXCHANGE PLATFORM HAVING CONFIGURABLE MICROSERVICESOctober 2024October 2025Allow1210NoNo
18903946METHODS AND SYSTEMS FOR REGULATORY EXPLORATION PRESERVING BANDWIDTH AND IMPROVING COMPUTING PERFORMANCEOctober 2024March 2025Allow510YesNo
18851784METHOD AND SYSTEM FOR REFERENCING DATASeptember 2024May 2025Allow810YesNo
18829155RESOLVING UNKNOWN DATA NODES DURING GRANULAR QUERY PROCESSING VIA A PLANAR DATA MODELSeptember 2024March 2025Allow610YesNo
18823950Ambient Multi-Device Framework for Agent CompanionsSeptember 2024November 2025Allow1410NoNo
18818179ALGORITHMIC SUGGESTIONS BASED ON A UNIVERSAL DATA SCAFFOLDAugust 2024February 2026Allow1820NoNo
18808240SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKINGAugust 2024February 2025Allow610NoNo
18789959METHOD AND SYSTEM TO FACILITATE ACCESS TO AND USE OF CONTEXTUAL IDENTITY INFORMATION DURING LAW ENFORCEMENT ENCOUNTERS FOR MINIMIZING CONFRONTATIONAL TENSIONSJuly 2024March 2026Abandon1910NoNo
18731734USING A MACHINE LEARNING SYSTEM TO PROCESS A CORPUS OF DOCUMENTS ASSOCIATED WITH A USER TO DETERMINE A USER-SPECIFIC AND/OR PROCESS-SPECIFIC CONSEQUENCE INDEXJune 2024October 2025Allow1610NoNo
18732069USER INTERFACES FOR SEARCHING IN MESSAGESJune 2024February 2026Allow2020YesNo
18675944Methods and Systems for Performing Database OperationsMay 2024January 2026Allow2011YesNo
18642043PERFORMING LOAD ERROR TRACKING DURING LOADING OF DATA FOR STORAGE VIA A DATABASE SYSTEMApril 2024November 2025Allow1910NoNo
18599911Machine-Learned Script Generation for Database ModificationsMarch 2024August 2025Allow1710NoNo
18599490METHOD AND APPARATUS FOR CALCULATING TEXT SEMANTIC SIMILARITY, DEVICE AND STORAGE MEDIUMMarch 2024July 2025Allow1610NoNo
18598632INFORMATION PROCESSING METHOD AND APPARATUSMarch 2024September 2025Allow1820NoNo
18597046Query Alerts Generation for Virtual WarehouseMarch 2024April 2025Allow1320YesNo
18444393GENERATING HIGH VISIBILITY SOCIAL ANNOTATIONSFebruary 2024August 2025Abandon1810YesNo
18434669Systems and Methods for Network ExplainabilityFebruary 2024August 2025Abandon1810YesNo
18429286MULTIPLE ENVIRONMENTS AND FUNCTIONS IN A DATABASE SYSTEMJanuary 2024April 2025Allow1410YesNo
18426272SYSTEMS AND METHODS FOR EXECUTING QUERIES ON TENSOR DATASETSJanuary 2024January 2025Allow1210YesNo
18410445EVENT-DRIVEN COMPUTER MODELING SYSTEM FOR TIME SERIES DATAJanuary 2024February 2025Allow1310NoNo
18408374SERVICING DATABASE REQUESTS USING DERIVATIONS OF CANONICALIZED TABLESJanuary 2024November 2024Allow1110YesNo
18404734TRACE EVENTS IN A DATABASE SYSTEMJanuary 2024November 2024Allow1010NoNo
18390768Ambient Multi-Device Framework for Agent CompanionsDecember 2023June 2024Allow510YesNo
18545464EXTENDED TELEMETRY METRIC DATA TYPESDecember 2023September 2025Allow2110NoNo
18532366IDENTITY RESOLUTION IN KNOWLEDGE GRAPH DATABASESDecember 2023March 2025Allow1510YesNo
18525511METHODS FOR SEARCH RESULT PRESENTATION AND FOR SEARCH REQUEST PROCESSING AND COMPUTER DEVICENovember 2023May 2024Allow510NoNo
18520705WORKLOAD PERFORMANCE IMPROVEMENT ON HETEROGENEOUS SYSTEMSNovember 2023March 2025Allow1510YesNo
18515343CLOUD-BASED SECURE OPERATION OF A RECOVERY STORAGE MANAGERNovember 2023March 2025Allow1610NoNo
18516712METHOD AND SYSTEM TO FACILITATE ACCESS TO AND USE OF CONTEXTUAL IDENTITY INFORMATION DURING LAW ENFORCEMENT ENCOUNTERS FOR MINIMIZING CONFRONTATIONAL TENSIONSNovember 2023April 2025Abandon1700NoNo
18501588Generating Object Morphisms During Object SearchNovember 2023January 2025Allow1410NoNo
18498936SYSTEMS AND METHODS FOR DETECTING MISCATEGORIZED TEXT-BASED OBJECTSOctober 2023February 2025Allow1610NoNo
18489532COMPRESSION TECHNIQUES FOR VERTICES OF GRAPHIC MODELSOctober 2023October 2025Allow2420NoNo
18487197HISTOGRAM WITH INTEGRATED DISTINCT VALUE SKETCHESOctober 2023January 2025Allow1510NoNo
18486663Application Prediction Based on a Visual Search DeterminationOctober 2023August 2024Allow1020YesNo
18484323ARTIFICIAL INTELLIGENCE MODEL SURVEILLANCE SYSTEMOctober 2023July 2025Allow2120YesNo
18469973VISUALIZATION METHODS AND APPARATUSES FOR QUERY RESULT OF GRAPH DATABASESeptember 2023October 2025Allow2530NoNo
18282111SYSTEM AND METHOD FOR MANAGING SENSOR DATA ASSOCIATED WITH AN IOT ENVIRONMENTSeptember 2023March 2025Allow1820NoNo
18280828System, Method, and Computer Program Product for Feature Analysis Using an Embedding TreeSeptember 2023November 2024Allow1410YesNo
18455071SYSTEM AND METHOD FOR SUBSET SEARCHING AND ASSOCIATED SEARCH OPERATORSAugust 2023September 2025Allow2530YesNo
18237529Methods and Systems for Performing Database OperationsAugust 2023February 2024Allow610NoNo
18345038DETECTING EMOTIONAL EVENTS IN TEXTUAL CONTENTJune 2023October 2024Allow1610NoNo
18345052RETRIEVING DATA FROM STREAMING STORAGEJune 2023October 2024Allow1610YesNo
18344903SYSTEMS AND METHODS FOR USING LOCATIONAL INDICATORS AND USER INTERACTIONS TO PROVIDE USER EXPERIENCESJune 2023September 2024Allow1410YesNo
18216509NATURAL LANGUAGE TO CUSTOMIZE DATA VISUALIZATIONJune 2023August 2024Allow1430YesNo
18344821SYSTEMS AND METHODS FOR GENERATING USER INPUTS USING A DUAL-PATHWAY MODELJune 2023October 2024Allow1510YesNo
18344707PROCESSING NATURAL LANGUAGE QUERIES WITH ATTRIBUTION ENRICHMENTJune 2023August 2025Allow2630YesNo
18344698PROCESSING NATURAL LANGUAGE QUERIES FOR NETWORK-BASED SERVICESJune 2023August 2025Allow2630YesNo
18334796INFORMATION DISPLAY APPARATUS, INFORMATION DISPLAY METHOD, AND COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION DISPLAY PROGRAMJune 2023May 2025Allow2330NoNo
18210004SYSTEMS AND METHODS FOR EXECUTING QUERIES ON TENSOR DATASETSJune 2023November 2023Allow510YesNo
18322511METHODS, SYSTEMS, AND COMPUTER-READABLE MEDIA FOR SEMANTICALLY ENRICHING CONTENT AND FOR SEMANTIC NAVIGATIONMay 2023March 2025Allow2220YesNo
18200445UNIVERSAL REPORT ENGINEMay 2023August 2024Allow1510YesNo
18141640TRANSACTION EXCHANGE PLATFORM HAVING CONFIGURABLE MICROSERVICESMay 2023July 2024Allow1410YesNo
18141619TRANSACTION EXCHANGE PLATFORM HAVING CONFIGURABLE MICROSERVICESMay 2023May 2024Allow1210NoNo
18295182TEXTUAL AND IMAGE BASED SEARCHApril 2023August 2024Allow1610NoNo
18194357TRACE EVENTS IN A DATABASE SYSTEMMarch 2023October 2023Allow710NoNo
18192360SYSTEMS AND METHODS FOR PROVIDING ACCESS TO INFORMATION IN A RELATIONAL DATABASE VIA API-OPERATIONS FOR DATAFRAMESMarch 2023April 2024Allow1300NoNo
18192206APPARATUS AND METHOD FOR FACILITATING A REUSE OF AN ASSETMarch 2023July 2024Allow1610NoNo
18190828Hybrid Runtime Data Object Preventing Intermingling of Data of Different Entities in a Multi-Tenant EnvironmentMarch 2023September 2024Allow1820YesNo
18183453DATA PARTITION STORAGE SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUMMarch 2023May 2025Allow2630NoNo
18181847ENDPOINT SCAN AND PROFILE GENERATIONMarch 2023April 2025Allow2520NoNo
18173914SYSTEM AND METHOD FOR SOCIAL MEDIA FORENSICSFebruary 2023September 2025Allow3140NoNo
18157467SYSTEM AND METHOD FOR DATA PROTECTION USING MACHINE LEARNINGJanuary 2023February 2025Allow2530NoNo
18146948DATA SYSTEM CONFIGURED TO TRANSPARENTLY CACHE DATA OF DATA SOURCES AND ACCESS THE CACHED DATADecember 2022November 2024Allow2320YesNo
18079316FREQUENCY-BASED WORKSHEET FILTERINGDecember 2022April 2024Allow1610NoNo
18075463MIGRATION OF CONTROL PLANES ACROSS ARCHITECTURESDecember 2022May 2024Allow1810NoNo
17989116Using a Machine Learning System to Process a Corpus of Documents Associated With a User to Determine a User-Specific and/or Process-Specific Consequence IndexNovember 2022February 2024Allow1520NoNo
18051483MULTIPLE ENVIRONMENTS AND FUNCTIONS IN A DISTRIBUTED DATABASEOctober 2022January 2024Allow1520YesNo
18050130IMPLEMENTING MULTIDIMENSIONAL TWO-SIDED INTERVAL JOINS ON DATA PLATFORMSOctober 2022April 2024Allow1710YesNo
17938836Encoding / Decoding System and MethodOctober 2022August 2024Allow2220YesNo
17938819Encoding / Decoding System and MethodOctober 2022January 2025Allow2810YesNo
17958971Query Alerts Generation for Virtual WarehouseOctober 2022December 2023Allow1410NoNo
17956362TRANSPARENT ACCESS TO AN EXTERNAL DATA SOURCE WITHIN A DATA SERVERSeptember 2022May 2025Allow3220YesNo
17936805COMPRESSION TECHNIQUES FOR VERTICES OF GRAPHIC MODELSSeptember 2022August 2023Allow1110NoNo
17936344DYNAMIC SELECTION OF PLAN INTERPRETATION TO PERFORM QUERIESSeptember 2022August 2024Allow2220NoNo
17951678DATA ACQUISITION MANAGEMENT SYSTEM AND METHOD THEREOFSeptember 2022October 2024Allow2521YesNo
17943657TRANSPARENT ACCESS TO AN EXTERNAL DATA SOURCE WITHIN A DATA SERVERSeptember 2022June 2025Allow3340YesNo
17943159METHODS AND SYSTEMS FOR PREDICTION OF A DESCRIPTION AND ICON FOR A GIVEN FIELD NAMESeptember 2022November 2024Abandon2620NoNo
17930932ALGORITHMIC SUGGESTIONS BASED ON A UNIVERSAL DATA SCAFFOLDSeptember 2022March 2024Allow1810NoNo
17939525OPTIMIZATION OF DATABASE SEQUENCE OF JOINS FOR REACHABILITY AND SHORTEST PATH DETERMINATIONSeptember 2022April 2023Allow710NoNo
17905452IMPROVED LOCALIZATION PROCEDURES AND PRIORITIZATION FOR APPLICATIONSSeptember 2022August 2024Allow2420YesNo
17897823GENERATING HIGH VISIBILITY SOCIAL ANNOTATIONSAugust 2022October 2023Allow1410NoNo
17819217BOT EXTENSIBILITY INFRASTRUCTUREAugust 2022April 2024Allow2130YesNo
17816322DATA STREAM PROCESSING INSTRUCTION SET PREVIEWS USING BATCH CONVERSIONJuly 2022December 2023Allow1710YesNo
17815021INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUM FOR THE SAMEJuly 2022January 2024Allow1810NoNo
17793881DATA MANAGEMENT SYSTEM AND MANAGEMENT METHODJuly 2022February 2024Allow1910NoNo
17810595Systems and Methods for Network ExplainabilityJuly 2022November 2023Allow1610YesNo
17854978AUTOMATION OF MASTER DATA PROCESSES WITH USER-CENTRIC MANAGEMENT OF DERIVATION RULESJune 2022April 2024Allow2220NoNo
17809739SYSTEMS AND METHODS FOR A REPUTATION-BASED CONSENSUS PROTOCOLJune 2022July 2023Allow1310NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
26
Examiner Affirmed
19
(73.1%)
Examiner Reversed
7
(26.9%)
Reversal Percentile
42.8%
Lower than average

What This Means

With a 26.9% 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
59
Allowed After Appeal Filing
18
(30.5%)
Not Allowed After Appeal Filing
41
(69.5%)
Filing Benefit Percentile
46.3%
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, 30.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

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 OWYANG, MICHELLE N - Prosecution Strategy Guide

Executive Summary

Examiner OWYANG, MICHELLE N works in Art Unit 2168 and has examined 503 patent applications in our dataset. With an allowance rate of 71.8%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.

Allowance Patterns

Examiner OWYANG, MICHELLE N's allowance rate of 71.8% places them in the 35% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by OWYANG, MICHELLE N receive 2.85 office actions before reaching final disposition. This places the examiner in the 83% 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 OWYANG, MICHELLE N is 37 months. This places the examiner in the 32% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +42.1% benefit to allowance rate for applications examined by OWYANG, MICHELLE N. This interview benefit is in the 88% 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, 26.0% of applications are subsequently allowed. This success rate is in the 42% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 16.7% of cases where such amendments are filed. This entry rate is in the 19% 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, 66.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 53% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 58.7% of appeals filed. This is in the 33% percentile among all examiners. Of these withdrawals, 37.8% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.

Petition Practice

When applicants file petitions regarding this examiner's actions, 41.4% are granted (fully or in part). This grant rate is in the 32% 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 2.4% of allowed cases (in the 77% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 13% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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:

  • 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.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

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.