Prosecution Insights
Last updated: April 19, 2026

Examiner: EVANS, KIMBERLY L

Tech Center 3600 • Art Units: 3629

This examiner grants 12% of resolved cases

Performance Statistics

12.2%
Allow Rate
-39.8% vs TC avg
389
Total Applications
+13.4%
Interview Lift
2566
Avg Prosecution Days
Based on 362 resolved cases, 2023–2026

Rejection Statute Breakdown

30.6%
§101 Eligibility
9.3%
§102 Novelty
39.8%
§103 Obviousness
16.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18361554 HYBRID GUIDED COMMUNICATION SESSION WITH ARTIFICIAL INTELLIGENCE Final Rejection U.S. Bank National Association
17842128 MULTI-ATTRIBUTE MATCHING FOR CANDIDATE SELECTION IN RECOMMENDATION SYSTEMS Non-Final OA Microsoft Technology Licensing, LLC
18081397 AI SERVER PROVIDING WORKER SAFETY CONTROL SOLUTION AND OPERATION METHOD OF AI SYSTEM INCLUDING THE SAME Final Rejection Electronics and Telecommunications Research Institute
17823745 NAVIGATION PATHS FOR DIRECTING USERS TO LOCATIONS WITHIN A PHYSICAL RETAIL STORE USING EXTENDED REALITY Non-Final OA Micron Technology, Inc.
17744116 MULTI-CHANNEL COMMUNICATION ANALYSIS AND PERFORMANCE Non-Final OA State Farm Mutual Automobile Insurance Company
18590338 GREENHOUSE GAS EMISSIONS MODEL GENERATING SYSTEM Non-Final OA The Toronto-Dominion Bank
16777601 METHOD AND SYSTEM FOR DETERMINING RETURN OPTIONS FOR INVENTORY ITEMS Non-Final OA Target Brands, Inc.
17075930 Consent Management System Final Rejection Universal Electronics Inc.
17333104 CROSS-ENTITY TRANSACTION AND RETURN DATA INTEGRATION SERVICES Final Rejection NCR Voyix Corporation
18757387 USING ARTIFICIAL INTELLIGENCE MODELS AND CLUSTER INFORMATION TO IDENTIFY A PRODUCER AND CONSUMER MATCH Final Rejection Sequoia Benefits and Insurance Services, LLC
18300385 SYSTEMS AND METHODS FOR STANDARDIZING COMMUNICATION Non-Final OA Engineer.ai Corp.
18298098 SYSTEMS AND METHODS FOR PROVIDING AN ANALYSIS OF ONE OR MORE DEVELOPERS Non-Final OA Engineer.ai Corp.
17982667 SOFTWARE ASSESSMENT TOOL FOR MIGRATING COMPUTING APPLICATIONS USING MACHINE LEARNING Final Rejection CDW LLC
18685888 CONDITIONAL PERFORMANCE OF ACTIONS BASED ON OBJECT STORY Final Rejection The Provenance Chain Network, Inc.
18162631 MATCHING REVIEWS BETWEEN CUSTOMER FEEDBACK SYSTEMS Non-Final OA LMP Software, LLC

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