Last updated: August 17, 2026

Examiner: HUSSAIN, IMAD

Tech Center 2400 • Art Units: 2151 2451 2453 2455

This examiner grants 82% of resolved cases

Performance Statistics

82.0%

Allow Rate

+24.0% vs TC avg

604

Total Applications

+15.6%

Interview Lift

1144

Avg Prosecution Days

Based on 594 resolved cases, 2023–2026

15.7%

§101 Eligibility

16.5%

§102 Novelty

48.3%

§103 Obviousness

10.7%

§112 Clarity

App #	Title	Status	Assignee
19036857	CORE DECISION ENGINE FOR MANAGING SOFTWARE DEVELOPMENT LIFECYCLES	Non-Final OA	CITIBANK, N.A.
18614790	HANDLING INSUFFICIENT CHATBOT RESPONSES THROUGH ARTIFICIAL INTELLIGENCE	Non-Final OA	The Toronto-Dominion Bank
18677723	CHATBOT LONG-TERM MEMORY	Non-Final OA	Snap Inc.
18732432	GENERATING RESPONSES TO USER INPUT USING FACETS	Non-Final OA	Microsoft Technology Licensing, LLC
18649201	DYNAMIC CONVERSATION CONTEXT DRIVEN AUTOMATED QUICK REPLY GENERATION FOR USER SELECTION	Non-Final OA	Truist Bank

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