Prosecution Insights
Last updated: August 17, 2026

Examiner: HASTY, NICHOLAS

Tech Center 2100 • Art Units: 2141 2173 2178

This examiner grants 52% of resolved cases

Performance Statistics

51.6%
Allow Rate
-3.4% vs TC avg
382
Total Applications
+32.5%
Interview Lift
1634
Avg Prosecution Days
Based on 351 resolved cases, 2023–2026

Rejection Statute Breakdown

10.7%
§101 Eligibility
14.6%
§102 Novelty
69.8%
§103 Obviousness
1.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
16917588 ELECTRONIC DATA PLATFORM FOR A TESTING ENVIRONMENT Non-Final OA TOYOTA RESEARCH INSTITUTE, INC.
17680984 MACHINE LEARNING APPARATUS, ABNORMALITY DETECTION APPARATUS, AND ABNORMALITY DETECTION METHOD Non-Final OA KABUSHIKI KAISHA TOSHIBA
18175915 AGREEMENT ORCHESTRATION Non-Final OA DocuSign, Inc.
17956456 GENERATING DOCUMENT TEMPLATES IN A DOCUMENT MANAGEMENT SYSTEM Non-Final OA DocuSign, Inc.
17449298 OUT-OF-DOMAIN DETECTION FOR IMPROVED AI PERFORMANCE Final Rejection SIEMENS HEALTHINEERS AG
17203101 AUTO-DETECTION OF FAVORABLE AND UNFAVORABLE OUTLIERS USING UNSUPERVISED CLUSTERING Non-Final OA SAP SE
18450260 SYSTEMS AND METHODS FOR PROVIDING COMPLEMENTARY CONTENT ON LINKED MACHINES Non-Final OA eBay Inc.
18623782 AUTOMATIC METADATA GENERATION DURING MACHINE LEARNING MODEL TRAINING Non-Final OA NVIDIA Corporation
18501745 GENERATING ALTERNATIVE EXAMPLES FOR CONTENT Final Rejection Adobe Inc.
18483287 WORKSPACE MANAGEMENT FOR IMPROVED MODEL Final Rejection Optum, Inc.
17378286 SYSTEMS AND METHODS FOR IDENTIFYING ELECTRIC POWER DELIVERY SYSTEM EVENT LOCATIONS USING MACHINE LEARNING Final Rejection Schweitzer Engineering Laboratories, Inc.
18499830 DYNAMIC PERSONA ASSIGNMENT FOR OPTIMIZATION OF NEAR END AND EDGE DEVICES Non-Final OA DELL PRODUCTS L.P.
18525829 FEATURE DIMENSIONALITY REDUCTION FOR MACHINE LEARNING MODELS Non-Final OA International Business Machines Corporation
17654617 IMPUTING COUNTERFACTUAL DATA TO FACILTIATE MACHINE LEARNING MODEL TRAINING Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17366640 QUANTUM CIRCUIT ARRANGEMENT Non-Final OA International Business Machines Corporation
17114436 USING A DEEP LEARNING BASED SURROGATE MODEL IN A SIMULATION Non-Final OA International Business Machines Corporation
18099799 DATA PROCESSING SYSTEMS FOR DATA TRANSFER RISK IDENTIFICATION AND RELATED METHODS Non-Final OA OneTrust, LLC

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