USPTO Examiner ROBINSON GRETA LEE - Art Unit 2169

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18888088ARTIFICIAL INTELLIGENCE SANDBOX FOR AUTOMATING DEVELOPMENT OF AI MODELSSeptember 2024November 2024Allow200NoNo
18888151AUTOMATING EFFICIENT DEPLOYMENT OF ARTIFICIAL INTELLIGENCE MODELSSeptember 2024May 2025Allow820YesNo
18743996METHODS AND SYSTEMS FOR ARRANGING AND DISPLAYING GUIDED RECOMMENDATIONS VIA A GRAPHICAL USER INTERFACE BASED ON BIOLOGICAL EXTRACTIONJune 2024May 2025Allow1100NoNo
18673264SYSTEMS AND METHODS FOR FACILITATING DATABASE QUERIESMay 2024December 2024Allow710YesNo
18640448Methods and Systems for Improved Document Processing and Information RetrievalApril 2024February 2025Allow1010NoNo
18627332GENERATING A UNIFIED METADATA GRAPH VIA A RETRIEVAL-AUGMENTED GENERATION (RAG) FRAMEWORK SYSTEMS AND METHODSApril 2024June 2024Allow300NoNo
18617305ACCESSING SILOED DATA ACROSS DISPARATE LOCATIONS VIA A UNIFIED METADATA GRAPH SYSTEMS AND METHODSMarch 2024May 2025Allow1410NoNo
18443237SYSTEMS AND METHODS FOR TRAINED EMBEDDING MAPPINGS FOR IMPROVED RETRIEVAL AUGMENTED GENERATIONFebruary 2024August 2024Allow610NoNo
18419791COMPUTER IMPLEMENTED SYSTEM AND METHODS FOR IMPLEMENTING A SEARCH ENGINE ACCESS POINTJanuary 2024June 2025Allow1610NoNo
18412306METHODS AND COMPOSITIONS FOR GOVERNING PHENOTYPIC OUTCOMES IN PLANTSJanuary 2024November 2024Allow1000NoNo
18405872SYSTEMS AND METHODS FOR PRESENTING DATA WITH DEGREES OF INTERESTJanuary 2024July 2024Allow610YesNo
18391976INSTRUCTIVE ACTIONS BASED ON CATEGORIZATION OF INPUT DATADecember 2023March 2025Allow1510YesNo
18391042INFORMATION PROCESSING METHOD AND APPARATUS, DEVICE AND READABLE STORAGE MEDIUMDecember 2023March 2025Allow1530NoNo
18390916ACCESSING SILOED DATA ACROSS DISPARATE LOCATIONS VIA A UNIFIED METADATA GRAPH SYSTEMS AND METHODSDecember 2023March 2024Allow300NoNo
18521849SYSTEM AND METHOD FOR CREATING AND SHARING BOTSNovember 2023March 2025Allow1610NoNo
18564579CHARACTERIZATION OF TEXT-BASED DATANovember 2023April 2025Abandon1710NoNo
18505854Intelligent Generation Of Visualizations Of Data MetricsNovember 2023June 2025Allow1920YesNo
18503038MANAGING DATA FOR UNIFIED ENTITY SEARCHNovember 2023April 2025Allow1820YesNo
18477358INFRASTRUCTURE FOR LIVE QUERIESSeptember 2023February 2025Allow1710NoNo
18472948SYSTEMS AND METHODS FOR INTELLIGENT CONTENT FILTERING AND PERSISTENCESeptember 2023February 2025Allow1710NoNo
18470350SYSTEMS AND METHODS FOR QUERYING LARGE DATA REPOSITORIESSeptember 2023September 2024Allow1100NoNo
18459243TECHNIQUES FOR LIF PLACEMENT IN SAN STORAGE CLUSTER SYNCHRONOUS DISASTER RECOVERYAugust 2023February 2025Allow1810YesNo
18240803SYSTEMS AND METHODS FOR AUTOMATED CLASSIFICATION OF A DOCUMENTAugust 2023March 2025Abandon1810NoNo
18455454SOURCE INDEPENDENT QUERY LANGUAGE FOR APPLICATION LAYERAugust 2023February 2025Allow1810NoNo
18237782Customizing Search Queries for Informational RetrievalAugust 2023February 2025Allow1720YesNo
18237257SYSTEMS AND METHODS FOR DETERMINING DATA MIGRATION USING AN AUTOMATED QUERY ANALYZER TOOLAugust 2023January 2025Allow1710NoNo
18228464COMBINING PARAMETERS OF MULTIPLE SEARCH QUERIES THAT SHARE A LINE OF INQUIRYJuly 2023October 2024Allow1510NoNo
18362680Systems And Methods For Anonymous Behavioral-Based Records IdentificationJuly 2023January 2025Allow1710NoNo
18225740SYSTEMS AND METHODS FOR GENERATING METADATA ASSOCIATED WITH LEARNING RESOURCESJuly 2023February 2025Allow1910NoNo
18223620ENHANCED MANAGEMENT ZONES FOR PRECISION AGRICULTUREJuly 2023March 2025Allow2020NoNo
18221090IDENTIFYING UTILIZATION OF INTELLECTUAL PROPERTYJuly 2023October 2024Allow1510NoNo
18345139TRAINING AND USING MACHINE LEARNING MODELS TO PLACE EFFECTIVE MIXED-MODALITY MESSAGESJune 2023January 2024Allow620YesNo
18344075INDUSTRIAL DATA SERVICES PLATFORMJune 2023October 2024Allow1510NoNo
18212302Dynamic Query Allocation to Virtual WarehousesJune 2023March 2025Allow2110NoNo
18330966ACTIVE-ACTIVE ENVIRONMENT CONTROLJune 2023September 2024Allow1510NoNo
18328237SUPPORT FOR I/O WITH SIGNATURE FROM INITIATORJune 2023October 2024Allow1610NoNo
18198529EFFICIENT INDEX UPDATING IN A CONTENT MANAGEMENT SYSTEMMay 2023November 2024Allow1820NoNo
18319392METHOD FOR CHECKING A PROCESSING OF PAYLOAD DATAMay 2023December 2024Allow1910YesNo
18318635METHOD AND APPARATUS FOR MESSAGING SERVICEMay 2023January 2025Allow2020YesNo
15766820PRE-CHECKING METHOD AND PRE-CHECKING SYSTEM BASED ON THE OLAP PRE-CALCULATION MODELMay 2023March 2025Abandon6020YesNo
18140260DYNAMIC QUERY ALLOCATION TO VIRTUAL WAREHOUSESApril 2023December 2024Abandon1910NoNo
18132781ASSIGNING A SINGLE NEW ENTIGEN TO A WORD SETApril 2023August 2024Allow1610NoNo
18295158METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR EFFICIENTLY OPTIMIZING A PHENOTYPE WITH A SPECIALIZED PREDICTION MODELApril 2023December 2024Allow2120NoNo
18176028TECHNIQUES FOR ASYNCHRONOUS SNAPSHOT INVALIDATIONFebruary 2023December 2023Allow1010NoNo
18106171METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR EFFICIENTLY OPTIMIZING A PHENOTYPE WITH A COMBINATION OF A GENERATIVE AND A PREDICTIVE MODELFebruary 2023September 2024Allow2010NoNo
18105720INTELLIGENT SELECTOR CONTROL FOR USER INTERFACESFebruary 2023November 2024Allow2220NoNo
18162646USING WORKER NODES TO PROCESS RESULTS OF A SUBQUERYJanuary 2023December 2023Allow1110YesNo
18156219COMPUTER-IMPLEMENTED SYSTEM TO PERFORM AN ADVERTISEMENT LANDING PAGE MATCHING OPERATION AND ASSOCIATED METHODSJanuary 2023May 2025Allow2810NoNo
18155791COMPUTER IMPLEMENTED SYSTEM AND METHODS FOR IMPLEMENTING ADVERTISEMENT PLACEMENT VIA INTERNETJanuary 2023July 2024Allow1710NoNo
18095196MULTI-TURN DIALOGUE SYSTEM AND METHOD BASED ON RETRIEVALJanuary 2023January 2025Allow2510NoNo
18009791Retrieval and Composition of Modular SpacesDecember 2022January 2025Allow2510YesNo
18062302DATA ANALYSIS AND RULE GENERATION FOR PROVIDING A RECOMMENDATIONDecember 2022September 2024Allow2110NoNo
17994854TOPIC FOCUSED RELATED ENTITY EXTRACTIONNovember 2022August 2023Allow920YesNo
18057659Real-time data replication monitoring and managementNovember 2022May 2024Allow1710NoNo
17980531DATA INDEXING AND DEDUPLICATION USING CONTENT-DEFINED TREESNovember 2022March 2024Allow1610NoNo
17978681SYSTEMS AND METHODS FOR UPDATING A STATUS INDICATION IN A SYSTEM PROVIDING DYNAMIC INDEXER DISCOVERYNovember 2022May 2024Allow1810NoNo
17978482INCREMENTAL CLUSTERING AND HIERARCHY FORMATION SYSTEM FOR CLINICAL DECISION SUPPORT (CDS) SYSTEM DEVELOPMENT AND METHOD OF OPERATION THEREOFNovember 2022April 2025Allow2910NoNo
17974716TECHNIQUES FOR LIF PLACEMENT IN SAN STORAGE CLUSTER SYNCHRONOUS DISASTER RECOVERYOctober 2022May 2023Allow700NoNo
18049098CONTENT NAVIGATION WITH AUTOMATED CURATIONOctober 2022May 2024Allow1950NoNo
18047812SERVICE CHAIN FOR COMPLEX CONFIGURATION-DRIVEN DATA QUALITY RATIONALIZATION AND DATA CONTROLOctober 2022March 2024Allow1710YesNo
18047774DYNAMICALLY SCALING APPLICATION AND STORAGE SYSTEM FUNCTIONS BASED ON A HETEROGENEOUS RESOURCE POOL AVAILABLE FOR USE BY A DISTRIBUTED STORAGE MANAGEMENT SYSTEMOctober 2022April 2024Allow1810NoNo
18047669MAINTAINING QUERY PERFORMANCE DURING HIGH CONCURRENCY OPERATIONSOctober 2022March 2024Allow1710YesNo
17967644CONTACT GRAPH SCORING SYSTEMOctober 2022April 2024Allow1810YesNo
17963573METHODS AND SYSTEMS FOR ARRANGING AND DISPLAYING GUIDED RECOMMENDATIONS VIA A GRAPHICAL USER INTERFACE BASED ON BIOLOGICAL EXTRACTIONOctober 2022February 2024Allow1620NoNo
17958862ADAPTIVE NAMESPACE VERIFICATION FOR SINGLE-NODE FILESYSTEMSOctober 2022August 2024Allow2220NoNo
17956987GRAPHICAL USER INTERFACE AND ERROR DETECTION SYSTEM FOR ANALYZING BIG DATASETSSeptember 2022October 2024Allow2510NoNo
17935442KNOWLEDGE GRAPH ALIGNMENTSeptember 2022March 2024Allow1710NoNo
17948185COMPUTER DATA DISTRIBUTION ARCHITECTURE FOR EFFICIENT DISTRIBUTION AND SYNCHRONIZATION OF PLOTTING PROCESSING AND DATASeptember 2022November 2023Allow1410NoNo
17947760MULTI-LAYER EXTENSIBILITY FOR ENTERPRISE PORTALSeptember 2022March 2024Allow1820NoNo
17947659METHOD FOR DISCOVERING CAUSALITY FROM DATA, ELECTRONIC DEVICE AND STORAGE MEDIUMSeptember 2022February 2024Allow1710NoNo
17903449COMBINING PARAMETERS OF MULTIPLE SEARCH QUERIES THAT SHARE A LINE OF INQUIRYSeptember 2022May 2023Allow800NoNo
17901875INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, DATA PROCESSING METHOD, AND NON-TRANSITORY RECORDING MEDIUMSeptember 2022September 2024Allow2440YesNo
17889326SEARCH QUERY REFINEMENT USING GENERATED KEYWORD TRIGGERSAugust 2022April 2025Allow3220NoNo
17819651SYSTEMS AND METHODS FOR ANALYZING ENTITY PROFILESAugust 2022September 2024Allow2540NoNo
17883471SYSTEM AND METHOD FOR SAAS/PAAS RESOURCE USAGE AND ALLOCATION IN AN ANALYTIC APPLICATIONS ENVIRONMENTAugust 2022August 2024Allow2430NoNo
17817180SYSTEM AND METHOD FOR OPERATIONAL WORKFLOW TRANSPARENCY AND END-TO-END EVENTS TRACKINGAugust 2022May 2024Allow2200NoNo
17877201Matching Data Analytics Parameters Using Prediction ModelsJuly 2022March 2024Allow2010YesNo
17875243SEARCH ENGINE USING CAUSAL REPLACEMENT OF SEARCH RESULTS FOR UNPRIVILEGED ACCESS RIGHTSJuly 2022March 2025Allow3210NoNo
17874995SEARCH ENGINE USING PREDICTIVE MODELS BASED ON PARTIAL INFORMATION FOR A POPULATION OF POSSIBLE USERS THROUGH AN OPTIMIZED CONSENSUS MECHANISMJuly 2022June 2025Allow3410NoNo
17871843SEARCH ENGINE USING SELF-SUPERVISED LEARNING AND PREDICTIVE MODELS FOR SEARCHES BASED ON PARTIAL INFORMATIONJuly 2022March 2025Allow3210NoNo
17810491METHODS FOR COMPARING CONFIDENTIAL BIOMETRIC DATABASESJuly 2022December 2023Allow1710NoNo
17851578SPEECH RECOGNITION FOR PROVIDING ASSISTANCE DURING CUSTOMER INTERACTIONJune 2022January 2024Allow1920YesNo
17809299METHODS AND SYSTEMS FOR MANAGING DATAJune 2022June 2024Abandon2420YesNo
17850758SYSTEMS AND METHODS FOR DATA STORAGE AND PROCESSINGJune 2022July 2024Allow2530YesNo
17834160COMPUTER IMPLEMENTED SYSTEM AND METHODS FOR IMPLEMENTING A SEARCH ENGINE ACCESS POINTJune 2022October 2023Allow1610NoNo
17782634DATA PROCESSING SYSTEMJune 2022August 2024Allow2620NoNo
17829695AGGREGATION OVER HIGH-CARDINALITY DIMENSIONS USING UNIQUENESS INDICESJune 2022March 2024Allow2110YesNo
17826927TECHNIQUES FOR ASSOCIATING DOMAIN-SPECIFIC TERMS FOR INFORMATION DISCOVERYMay 2022January 2024Allow2010YesNo
17747922SCALABLE BANDWIDTH EFFICIENT GRAPH PROCESSING ON FIELD PROGRAMMABLE GATE ARRAYSMay 2022October 2023Allow1710NoNo
17747463AUTOMATED FACT CHECKING USING ITERATIVE KNOWLEDGE BASE QUERYINGMay 2022February 2024Allow2110YesNo
17727745ANTI-SPOOFING FOR EMOJI IDENTIFICATIONSApril 2022November 2023Abandon1810NoNo
17726845SYSTEM AND METHOD FOR CREATING AND SHARING BOTSApril 2022August 2023Allow1610NoNo
17719600SYSTEM AND METHOD FOR PREDICTING DISEASE BASED ON BIOSIGNAL DATA AND MEDICAL KNOWLEDGE BASE CONVERGENCEApril 2022October 2023Allow1820NoNo
17718371NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM, MANAGEMENT METHOD, AND MANAGEMENT DEVICEApril 2022June 2024Allow2620NoNo
17715649GENEALOGICAL ENTITY RESOLUTION SYSTEM AND METHODApril 2022June 2024Allow2610YesNo
17715487INGESTING SCHEMA-LESS AGRICULTURAL DATA FOR MACHINE LEARNING PIPELINE(S)April 2022April 2025Allow3700NoNo
17714826SYSTEMS AND METHODS FOR AUTOMATED CLASSIFICATION OF A DOCUMENTApril 2022August 2023Allow1700NoNo
17711839RECOMMENDATION SYSTEM FOR DATA ASSETS IN FEDERATION BUSINESS DATA LAKE ENVIRONMENTSApril 2022July 2024Allow2700NoNo
17764603METHODS AND SYSTEMS FOR ORGANIZING MUSIC TRACKSMarch 2022January 2024Allow2210NoNo
17702749Blockchain cell systemMarch 2022April 2024Allow2520YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ROBINSON, GRETA LEE.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
21
Examiner Affirmed
15
(71.4%)
Examiner Reversed
6
(28.6%)
Reversal Percentile
43.3%
Lower than average

What This Means

With a 28.6% 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
112
Allowed After Appeal Filing
31
(27.7%)
Not Allowed After Appeal Filing
81
(72.3%)
Filing Benefit Percentile
37.7%
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, 27.7% 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 ROBINSON, GRETA LEE - Prosecution Strategy Guide

Executive Summary

Examiner ROBINSON, GRETA LEE works in Art Unit 2169 and has examined 1,012 patent applications in our dataset. With an allowance rate of 82.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 30 months.

Allowance Patterns

Examiner ROBINSON, GRETA LEE's allowance rate of 82.7% places them in the 49% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by ROBINSON, GRETA LEE receive 2.34 office actions before reaching final disposition. This places the examiner in the 80% 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 ROBINSON, GRETA LEE is 30 months. This places the examiner in the 40% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +14.6% benefit to allowance rate for applications examined by ROBINSON, GRETA LEE. This interview benefit is in the 57% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 22.5% of applications are subsequently allowed. This success rate is in the 19% 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 47.5% of cases where such amendments are filed. This entry rate is in the 66% 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, 113.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 79% 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 77.7% of appeals filed. This is in the 65% percentile among all examiners. Of these withdrawals, 58.9% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 33.7% are granted (fully or in part). This grant rate is in the 28% 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 3.6% of allowed cases (in the 85% 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 2.6% of allowed cases (in the 69% 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:

  • 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.
  • 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.
  • 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.