Prosecution Insights
Last updated: August 18, 2026

Examiner: RAMPHAL, LATASHA DEVI

Tech Center 3600 • Art Units: 3625 3684 3688

This examiner grants 34% of resolved cases

Performance Statistics

33.5%
Allow Rate
-18.5% vs TC avg
228
Total Applications
+48.7%
Interview Lift
1329
Avg Prosecution Days
Based on 200 resolved cases, 2023–2026

Rejection Statute Breakdown

32.1%
§101 Eligibility
13.4%
§102 Novelty
32.7%
§103 Obviousness
18.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18731717 AUTOMATED GIFTING USING MACHINE LEARNING Final Rejection American Express Travel Related Services Company, Inc.
18157056 TECHNIQUES FOR IMPLEMENTING DYNAMIC INTERACTIVE ON-DEMAND USER INTERFACE ORDERING Final Rejection Apple Inc.
18400266 SYSTEMS AND METHODS FOR GENERATING KNOWLEDGE-AWARE EXPLAINABLE RECOMMENDATIONS Non-Final OA Robert Bosch GmbH
19053876 CONTENT SALES DEVICE, CONTENT SALES METHOD, AND CONTENT SALES PROGRAM Non-Final OA JVCKENWOOD Corporation
17643478 Transaction Recommendation and Purchasing Engine Final Rejection Capital One Services, LLC
17725378 SYSTEMS AND METHODS FOR COLLABORATIVE SHOPPING Non-Final OA Walmart Apollo, LLC
19071123 METHOD AND SYSTEM FOR PROVIDING A RECOMMENDATION FOR SELECTING A VEHICLE Non-Final OA JPMorgan Chase Bank, N.A.
18624382 CRYPTOGRAPHY AND SECURITY TUNING Non-Final OA Truist Bank
18428547 METHOD, APPARATUS, AND COMPUTER READABLE MEDIUM FOR PROVIDING A DIGITAL UNWRAPPING TRIGGER Non-Final OA Bytedance Inc.
18597653 PERSONAL ASSISTANT ASSOCIATED WITH A MOBILE DEVICE OPERATING ON A 5G WIRELESS TELECOMMUNICATION NETWORK TO AID IN TRIP PLANNING Final Rejection T-Mobile USA, Inc.
18438261 USING A TRAINED MODEL OF AN ONLINE SYSTEM FOR POST-DELIVERY EFFORT-BASED TIP INCREASE RECOMMENDATION Final Rejection Maplebear Inc.
17719989 SYSTEM FOR FACILITATING COOPERATIVE COMMERCIAL TRANSACTIONS INVOLVING MULTIPLE PARTIES Final Rejection Target Brands, Inc.
17699400 BUNDLE CREATION FROM DESCRIPTION CONTENT USING MACHINE LEARNING Final Rejection eBay Inc.
18614992 SEARCHING AND EXPLORING DATA PRODUCTS BY POPULARITY Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18603838 PERSONALIZED VIRTUAL ENVIRONMENT-BASED MARKETPLACES Non-Final OA International Business Machines Corporation

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