Prosecution Insights
Last updated: April 19, 2026

Examiner: KRINGEN, MICHELLE THERESE

Tech Center 3600 • Art Units: 3625 3684 3688 3689

This examiner grants 56% of resolved cases

Performance Statistics

55.5%
Allow Rate
+3.5% vs TC avg
354
Total Applications
+38.3%
Interview Lift
1338
Avg Prosecution Days
Based on 330 resolved cases, 2023–2026

Rejection Statute Breakdown

29.6%
§101 Eligibility
4.3%
§102 Novelty
39.9%
§103 Obviousness
18.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18742432 Systems and Methods for Detection of Navigation to Physical Venue and Suggestion of Alternative Actions Non-Final OA Google LLC
18897318 SYSTEM AND INFORMATION PROCESSING DEVICE Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
18293793 COMPUTER BASED ASSISTANT FOR PROMOTING UPGRADES TO AUTOMATION PRODUCTS AND SERVICES Non-Final OA Siemens Aktiengesellschaft
18490683 GENERATING A CONSTRAINED ORDER BASED ON A FREE-TEXT QUERY USING A LARGE LANGUAGE MODEL Non-Final OA Maplebear Inc.
18582862 DATA BANK FOR MANAGING STREAMS OF PERSONAL DATA Non-Final OA STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
18830281 FOOD DELIVERY OPTIMIZATION Non-Final OA DoorDash, Inc.
18742801 SYSTEM FOR RECOMMENDING ITEMS AND ITEM DESIGNS BASED ON AI GENERATED IMAGES Non-Final OA Target Brands, Inc.
18238222 SYSTEM, APPARATUS AND METHOD FOR PREDICTIVE BUNDLING OF INDUSTRIAL ITEMS Non-Final OA Berry Global, Inc.
18237217 CONTENT RECOMMENDATION USING ARTIFICIAL INTELLIGENCE Non-Final OA Royal Bank of Canada
18828687 FLEXIBLE LINKED OBJECT SYSTEM USING MACHINE LEARNING TECHNIQUES Non-Final OA Loop Commerce, Inc.
18627674 SYSTEM AND METHOD OF MATCHING BUYERS AND SUPPLIERS Non-Final OA Matium, Inc.
17804803 DETERMINING A FRAUD ABATEMENT APPROACH FOR A POTENTIALLY FRAUDULENT EXCHANGE ITEM Final Rejection Raise Marketplace, LLC
17928661 SYSTEM FOR CONSTRUCTING DIGITAL CLOSET AND METHOD OF CONSTRUCTING DIGITAL CLOSET Non-Final OA LOOKO INC.

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