Prosecution Insights
Last updated: April 19, 2026

Smart & Biggar LP (Shopify)

6 pending office actions • 2 clients

Portfolio Summary

6
Total Pending OAs
4
Final Rejections
2
Non-Final OAs

Client Portfolio (2 clients)

Client (Assignee)Pending OAs
Shopify Inc. 5
Shopify Inc. 1

Pending Office Actions

App #TitleClientExaminerArt UnitStatusFiled
18781304 METHODS AND SYSTEMS FOR AUTOMATIC DETECTION AND FILLING OF INFORMATION GAPS IN A REFERENCE DATABASE Shopify Inc. PYO, MONICA M 2161 Non-Final OA Jul 23, 2024
18770394 METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK Shopify Inc. PYO, MONICA M 2161 Non-Final OA Jul 11, 2024
18635189 METHODS AND SYSTEMS FOR MANAGING SECONDARY DATABASE Shopify Inc. LU, KUEN S 2165 Final Rejection Apr 15, 2024
18588583 METHODS AND SYSTEMS FOR RETRIEVAL-AUGMENTED GENERATION USING SYNTHETIC QUESTION EMBEDDINGS Shopify Inc. LELAND III, EDWIN S 2654 Final Rejection Feb 27, 2024
18332549 SYSTEMS AND METHODS FOR DYNAMIC LARGE LANGUAGE MODEL PROMPT GENERATION Shopify Inc. CHOWDHURY, ZIAUL A. 2192 Final Rejection Jun 09, 2023
18180545 METHODS AND SYSTEMS FOR DYNAMIC GENERATION OF PERSONALIZED TEXT USING LARGE LANGUAGE MODEL Shopify Inc. MEIS, JON CHRISTOPHER 2654 Final Rejection Mar 08, 2023

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