USPTO Examiner CAIADO ANTONIO J - Art Unit 2164

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19257121STRUCTURED SUGGESTIONSJuly 2025December 2025Allow510YesNo
18773507DATA PROCESSING METHOD, MEDIUM AND ELECTRONIC DEVICE FOR A DATABASEJuly 2024March 2026Allow2020NoNo
18742401APPARATUSES, COMPUTER-IMPLEMENTED METHODS, AND COMPUTER PROGRAM PRODUCTS FOR FACILITATING COMPUTER-BASED TRANSFER OF TRANSFERABLE DATA OBJECTSJune 2024February 2026Abandon2020NoNo
18587864SMART SIGNALING FOR NEVER STALE CACHINGFebruary 2024January 2026Abandon2210NoNo
18520327METHOD AND COMPUTING NODE ENTITY FOR PROCESSING NEW VERTICES IN A DIRECTED ACYCLIC GRAPH-BASED DISTRIBUTED LEDGERNovember 2023August 2025Abandon2110NoNo
18512739PROCESSOR-IMPLEMENTED METHOD, COMPUTING SYSTEM AND COMPUTER PROGRAM FOR INVOKING A SEARCHNovember 2023August 2025Abandon2120NoNo
18509143IDENTIFYING ITEMS OFFERED BY AN ONLINE CONCIERGE SYSTEM FOR A RECEIVED QUERY BASED ON A GRAPH IDENTIFYING RELATIONSHIPS BETWEEN ITEMS AND ATTRIBUTES OF THE ITEMSNovember 2023November 2025Allow2420YesNo
18382992AUTOMATED ONTOLOGY CREATIONOctober 2023January 2026Allow2710YesNo
18463980Electronic Apparatus and Method for Managing Feature InformationSeptember 2023September 2025Allow2420YesNo
18239574Time Transformation Engine for a Mainframe SystemAugust 2023August 2025Allow2320YesNo
18457878APPARATUS AND METHOD FOR VALIDATING VARIOUS KINDS OF DATA AND DIGITAL TWIN OPERATIONAugust 2023November 2025Allow2720NoNo
18454081SORTING APPARATUS AND METHODAugust 2023March 2025Abandon1910NoNo
18228446DATABASE REPLICATION WITH HOST REPLICATION AT ASYNCHRONOUSLY REPLICATED SYSTEMJuly 2023April 2025Allow2020YesNo
18220258SYSTEMS AND METHODS FOR PROCESSING AGGREGATED RECORDS WITH DEDUPLICATION MARKERSJuly 2023October 2025Abandon2720NoNo
18218167AUTOMATED CONVERSION OF BIG DATA QUERIES AND SCRIPTSJuly 2023August 2025Allow2520NoNo
18039936DATA SHARDING SYSTEM, DATA SHARDING METHOD, AND PROGRAM STORED IN RECORDING MEDIUMJune 2023November 2024Abandon1810NoNo
18322677MULTI-TENANT DATABASE REPLICATION AND SHARDINGMay 2023July 2025Allow2620NoNo
18322688PROCESSING MULTI-COLUMN STREAMS DURING QUERY EXECUTION VIA A DATABASE SYSTEMMay 2023June 2025Allow2420NoNo
18322848REDUNDANCY AND LOAD BALANCINGMay 2023August 2024Allow1510YesNo
18320671SYSTEMS AND METHODS FOR ADMISSION CONTROL INPUT/OUTPUTMay 2023November 2025Allow3020YesNo
18315200MULTIMEDIA RESOURCE RECOMMENDATION METHOD AND APPARATUSMay 2023September 2025Allow2920YesNo
18132952System And Method For Policy Based Synchronization Of Remote And Local File SystemsApril 2023March 2025Allow2420NoNo
18178294PROJECTIONS FOR BIG DATABASE SYSTEMSMarch 2023November 2025Allow3340YesNo
18114688NEVER STALE CACHING OF EFFECTIVE PROPERTIESFebruary 2023June 2024Allow1510YesNo
18022060PREDICTION DEVICE, PREDICTION METHOD, AND RECORDING MEDIUMFebruary 2023February 2025Abandon2420YesNo
18154895EMBED GRAPH DATABASE AS SAAS IN ANOTHER DATABASE SAASJanuary 2023October 2025Abandon3330YesNo
18085479STITCHING EVENT DATA USING IDENTITY MAPPINGSDecember 2022November 2024Allow2330YesNo
18080851GRAPH FEATURE BASED SYSTEM FOR FLOW MANAGEMENTDecember 2022February 2026Allow3840YesNo
18074750CONTINUOUS LEARNING, PREDICTION, AND RANKING OF RELEVANCY OR NON-RELEVANCY OF DISCOVERY DOCUMENTS USING A CASEASSIST ACTIVE LEARNING AND DYNAMIC DOCUMENT REVIEW WORKFLOWDecember 2022May 2024Abandon1720YesNo
18072697DATASET RANKING BASED ON COMPOSITE SCORENovember 2022July 2024Allow1930YesNo
17956091ASYNCHRONOUS TRANSACTION CONFLICT RESOLUTIONSeptember 2022September 2025Allow3640YesNo
17862003INTELLIGENT DATABASE PAGE PREFETCHING FOR FASTER QUERY PROCESSINGJuly 2022January 2025Allow3020YesNo
17852901MINHASH SIGNATURES AS VERTICES FOR FUZZY STRING MATCH ON GRAPHJune 2022July 2025Abandon3740YesNo
17766619Machine Analysis Of Hydrocarbon StudiesApril 2022June 2025Abandon3820NoNo
17574373GRAPH QUERY MANAGEMENT USING BLOOM FILTERS AND EDGE DELTA INDEXESJanuary 2022January 2025Allow3630YesNo
17565767CLIENT-SIDE SORTING AND UPDATING OF PAGINATED DATA OBTAINED FROM A SERVERDecember 2021January 2024Allow2540YesNo
17536923AD HOC PROCESSING OF GRAPH DATANovember 2021December 2024Abandon3640NoNo
17533976GRAPH REORDERING AND TILING TECHNIQUESNovember 2021April 2024Abandon2820NoNo
17484962SYSTEM, DEVICES AND/OR PROCESSES FOR UPDATING CALL GRAPHSSeptember 2021August 2024Allow3530YesNo
17365214DETERMINING A DEGREE OF SIMILARITY OF A SUBSET OF TABULAR DATA ARRANGEMENTS TO SUBSETS OF GRAPH DATA ARRANGEMENTS AT INGESTION INTO A DATA-DRIVEN COLLABORATIVE DATASET PLATFORMJuly 2021January 2025Allow4240NoNo
17355873TRACKING DATA LINEAGE AND APPLYING DATA REMOVAL TO ENFORCE DATA REMOVAL POLICIESJune 2021February 2025Allow4440YesNo
17335826OPTIMIZING GENERATION OF SYNTHETIC DATAJune 2021August 2024Abandon3930NoNo
17329498COMMUNICATION APPARATUS AND COMMUNICATION METHODMay 2021August 2024Abandon3950NoNo
17243636AGGREGATING LARGE DATABASE CHANGES IN EXTRACT, TRANSFORM, LOAD (ETL) ENVIRONMENTSApril 2021January 2025Allow4540NoNo
17240795DATA PERSISTENCY MODELS FOR SOFTWARE APPLICATIONSApril 2021October 2023Allow3020YesNo
17235900COMPOSITE EVENT ESTIMATION THROUGH TEMPORAL LOGICApril 2021April 2025Allow4850YesNo
17225886SYSTEMS AND METHODS FOR SPARK LINEAGE DATA CAPTUREApril 2021February 2023Allow2220YesNo
17220685APPARATUSES, COMPUTER-IMPLEMENTED METHODS, AND COMPUTER PROGRAM PRODUCTS FOR FACILITATING COMPUTER-BASED TRANSFER OF TRANSFERABLE DATA OBJECTSApril 2021April 2024Allow3620NoNo
17220030MANAGEMENT OF A SECONDARY VERTEX INDEX FOR A GRAPHApril 2021October 2025Allow5460YesYes
17207788DATA UPDATE APPARATUS AND DATA UPDATE METHODMarch 2021April 2024Abandon3650NoNo
17206667CONCURRENT COMPUTATION ON DATA STREAMS USING COMPUTATIONAL GRAPHSMarch 2021February 2025Abandon4760YesNo
17274808ANALYZING A PROCESSING ENGINE OF A TRANSACTION-PROCESSING SYSTEMMarch 2021October 2025Allow5550NoNo
17249488System and Method for Processing Hierarchical DataMarch 2021November 2025Allow5780YesYes
17184136DEVICE MANAGEMENT APPARATUS, DEVICE MANAGEMENT METHOD, AND COMPUTER READABLE MEDIUMFebruary 2021July 2024Abandon4140YesNo
17184378CONTINUOUS REAL-TIME MASKED DATABASE REPLICATIONFebruary 2021February 2023Allow2310NoNo
17181894EMULATION OF RELATIONAL DATA TABLE RELATIONSHIPS USING A SCHEMAFebruary 2021August 2024Abandon4240YesNo
17181553AUTOMATIC FLEXIBLE SCHEMA DETECTION AND MIGRATIONFebruary 2021June 2023Allow2730YesNo
17163382METHODS AND APPARATUSES FOR PROVIDING SEARCH RESULTS USING EMBEDDING-BASED RETRIEVALJanuary 2021January 2023Allow2420YesNo
17162300FRAGMENTED UPLOAD AND RE-STITCHING OF JOURNEY INSTANCES DETECTED WITHIN EVENT DATAJanuary 2021April 2023Allow2630YesNo
17161623System And Method For Policy Based Synchronization Of Remote And Local File SystemsJanuary 2021January 2023Allow2320NoNo
17160646METHODS AND SYSTEMS FOR DYNAMICALLY UPDATING A USER INTERFACE DISPLAYING AIR TICKETS AVAILABLE FOR PURCHASEJanuary 2021August 2025Abandon5470YesYes
17160759IDENTIFYING ITEMS OFFERED BY AN ONLINE CONCIERGE SYSTEM FOR A RECEIVED QUERY BASED ON A GRAPH IDENTIFYING RELATIONSHIPS BETWEEN ITEMS AND ATTRIBUTES OF THE ITEMSJanuary 2021August 2023Allow3020YesNo
17160340METHOD AND SYSTEM FOR MANAGING CHANGES OF RECORDS ON HOSTSJanuary 2021April 2024Abandon3840NoNo
17134661BUILDING DATA PLATFORM WITH A GRAPH CHANGE FEEDDecember 2020March 2024Allow3850YesNo
17128047METHOD AND APPARATUS FOR RECOMMENDING MULTIMEDIA RESOURCE, ELECTRONIC DEVICE AND STORAGE MEDIUMDecember 2020August 2023Abandon3230NoNo
17124187SYSTEMS AND METHODS USING GENERIC DATABASE SEARCH MODELSDecember 2020November 2023Allow3550YesYes
17247545CONVERTING UNI-TEMPORAL DATA TO CLOUD BASED MULTI-TEMPORAL DATADecember 2020July 2023Allow3130YesYes
17111879METHOD AND SYSTEM FOR DETECTING MODEL FILE CONTENTDecember 2020May 2023Allow3020YesNo
17247067SYSTEM AND METHOD FOR EFFICIENTLY TRANSFERRING DATA FOR OFFLINE USENovember 2020February 2023Allow2730YesNo
17084574SYSTEMS AND METHODS FOR ANALYTICS PRESENTATION ON LARGE DISPLAYSOctober 2020September 2024Allow4660YesNo
17077836BLOCK-LEVEL CLASSIFICATION OF UNSTRUCTURED DATAOctober 2020August 2023Allow3340YesNo
17074283SYSTEMS AND METHODS FOR PROCESSING USING DIRECTED ACYCLIC GRAPHSOctober 2020February 2023Allow2830YesNo
17038901NAVIGATION AGENT FOR A SEARCH INTERFACESeptember 2020January 2024Abandon4040YesNo
17018074NEVER STALE CACHING OF EFFECTIVE PROPERTIESSeptember 2020October 2022Allow2510YesNo
17014467DYNAMICALLY DEPLOYING EXECUTION NODES USING SYSTEM THROUGHPUTSeptember 2020October 2025Allow6090YesNo
17011660PROCESSOR-IMPLEMENTED METHOD, COMPUTING SYSTEM AND COMPUTER PROGRAM FOR INVOKING A SEARCHSeptember 2020July 2023Allow3420YesNo
17006473METHOD, APPARATUS, AND COMPUTER READABLE MEDIUM FOR GENERATING AN AUDIT TRAIL OF AN ELECTRONIC DATA RECORDAugust 2020February 2023Allow2920YesNo
17001407EXECUTING DATABASE TRANSACTIONSAugust 2020December 2025Abandon60100YesYes
16988776ABNORMAL DATA DETECTIONAugust 2020February 2023Allow3020YesNo
16989870VALUE-ALIGNED RECOMMENDATIONSAugust 2020May 2023Abandon3330YesNo
16985481STRUCTURED SUGGESTIONSAugust 2020June 2025Allow5870YesYes
16937417ENTITY TO VECTOR REPRESENTATION FROM GRAPHS IN A COMPUTING SYSTEMJuly 2020January 2024Allow4240YesNo
16930755MANAGING CONFIGURATION DATASETS FROM MULTIPLE, DISTINCT COMPUTING SYSTEMSJuly 2020November 2022Allow2820YesNo
16914302SIMILARITY SEARCH USING GUIDED REINFORCEMENT LEARNINGJune 2020August 2023Abandon3840YesNo
16895996METHOD AND APPARATUS FOR PARALLEL PROCESSING OF INFORMATIONJune 2020July 2023Abandon3730NoNo
16852312TEMPORAL DIRECTED CYCLE DETECTION AND PRUNING IN TRANSACTION GRAPHSApril 2020May 2024Allow4960YesNo
16843574METHOD OF USING STATISTICAL BACKUP VALIDATION FOR PREDICTABLE DATABASE RESTORE TIMEApril 2020March 2025Abandon5940YesNo
16832931WEB SERVICES HAVING LIVE DATA UPDATESMarch 2020November 2022Allow3230YesNo
16821071RANKING OF MESSAGES IN DIALOGS USING FIXED POINT OPERATIONSMarch 2020February 2024Allow4760YesNo
16557666Intelligent Insight System And Method For Facilitating Participant InvolvementAugust 2019March 2023Allow4220YesNo
15695886Creating Snapshots Of A Storage Volume In A Distributed Storage SystemSeptember 2017July 2023Allow6050YesYes

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CAIADO, ANTONIO J.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
0
(0.0%)
Examiner Reversed
1
(100.0%)
Reversal Percentile
92.7%
Higher than average

What This Means

With a 100.0% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.

Strategic Value of Filing an Appeal

Total Appeal Filings
12
Allowed After Appeal Filing
3
(25.0%)
Not Allowed After Appeal Filing
9
(75.0%)
Filing Benefit Percentile
34.3%
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, 25.0% 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 show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner CAIADO, ANTONIO J - Prosecution Strategy Guide

Executive Summary

Examiner CAIADO, ANTONIO J works in Art Unit 2164 and has examined 56 patent applications in our dataset. With an allowance rate of 69.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.

Allowance Patterns

Examiner CAIADO, ANTONIO J's allowance rate of 69.6% places them in the 32% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by CAIADO, ANTONIO J receive 3.91 office actions before reaching final disposition. This places the examiner in the 97% 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 CAIADO, ANTONIO J 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 +35.7% benefit to allowance rate for applications examined by CAIADO, ANTONIO J. This interview benefit is in the 84% 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, 20.8% of applications are subsequently allowed. This success rate is in the 23% 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 3.7% of cases where such amendments are filed. This entry rate is in the 5% 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, 133.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 85% 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 87.5% of appeals filed. This is in the 80% percentile among all examiners. Of these withdrawals, 28.6% 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, 50.0% are granted (fully or in part). This grant rate is in the 46% 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 0.0% of allowed cases (in the 11% 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 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.
  • 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.