Prosecution Insights
Last updated: April 19, 2026

Equifax Inc.

13 pending office actions

Portfolio Summary

13
Total Pending OAs
2
Final Rejections
11
Non-Final OAs

Pending Office Actions

App #TitleExaminerArt UnitStatusFiled
18644810 SECURE RESOURCE MANAGEMENT TO PREVENT RESOURCE ABUSE TONG, JUSTIN CHE-CHUN 2196 Non-Final OA Apr 24, 2024
18700775 RECORDS MATCHING TECHNIQUES FOR FACILITATING DATABASE SEARCH AND FRAGMENTED RECORD DETECTION GIULIANI, GIUSEPPI J 2153 Non-Final OA Apr 12, 2024
18700779 RECORDS MATCHING TECHNIQUES FOR FACILITATING DATABASE SEARCH AND FRAGMENTED RECORD DETECTION BLACK, LINH 2163 Final Rejection Apr 12, 2024
18294330 CONFIGURATION OF USER INTERFACE FOR RISK ASSESSMENT VISUALIZATION HOPE, DARRIN 2178 Non-Final OA Feb 01, 2024
18348970 TECHNIQUES FOR MITIGATING BACK PRESSURE, AUTO-SCALING THROUGHPUT, AND CONCURRENCY SCALING IN LARGE-SCALE AUTOMATED EVENT-DRIVEN DATA PIPELINES ANYA, CHARLES E 2194 Non-Final OA Jul 07, 2023
18252660 EXPLAINABLE MACHINE-LEARNING MODELING USING WAVELET PREDICTOR VARIABLE DATA WONG, WILLIAM 2144 Non-Final OA May 11, 2023
18306103 MULTI-STAGE MACHINE-LEARNING TECHNIQUES FOR RISK ASSESSMENT MAHARAJ, DEVIKA S 2123 Non-Final OA Apr 24, 2023
18194982 APPLYING NATURAL LANGUAGE PROCESSING (NLP) TECHNIQUES TO TIME SERIES DATA TO DERIVE ATTRIBUTES FOR USE WITH A MACHINE-LEARNING MODEL COLUCCI, MICHAEL C 2655 Non-Final OA Apr 03, 2023
18006384 MACHINE-LEARNING TECHNIQUES FOR FACTOR-LEVEL MONOTONIC NEURAL NETWORKS VASQUEZ, MARKUS A 2121 Non-Final OA Jan 20, 2023
18147967 TECHNIQUES FOR EVALUATING AN EFFECT OF CHANGES TO MACHINE LEARNING MODELS MARU, MATIYAS T 2148 Final Rejection Dec 29, 2022
17645517 MACHINE-LEARNING TECHNIQUES FOR TIME-DELAY NEURAL NETWORKS LEY, SALLY THI 2147 Non-Final OA Dec 22, 2021
17645744 UNIFIED EXPLAINABLE MACHINE LEARNING FOR SEGMENTED RISK ASSESSMENT ROHD, BENJAMIN MATTHEW 2147 Non-Final OA Dec 22, 2021
17455015 BAYESIAN MODELING FOR RISK ASSESSMENT BASED ON INTEGRATING INFORMATION FROM DYNAMIC DATA SOURCES HADDAD, MAJD MAHER 2125 Non-Final OA Nov 15, 2021

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