Prosecution Insights
Last updated: April 19, 2026

Examiner: BAHL, SANGEETA

Tech Center 3600 • Art Units: 3626 3629

This examiner grants 21% of resolved cases

Performance Statistics

20.6%
Allow Rate
-31.4% vs TC avg
492
Total Applications
+19.3%
Interview Lift
1709
Avg Prosecution Days
Based on 452 resolved cases, 2023–2026

Rejection Statute Breakdown

37.6%
§101 Eligibility
5.4%
§102 Novelty
40.4%
§103 Obviousness
11.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18677717 CUSTOMIZED ITEM SELF-RETURNS SYSTEM Final Rejection Walmart Apollo, LLC
18637163 SYSTEMS AND METHODS FOR PROACTIVELY PROVIDING EMOTIONALLY INTELLIGENT INTERACTION GUIDANCE USING A MACHINE LEARNING FRAMEWORK Non-Final OA Wells Fargo Bank, N.A.
15353356 APPARATUS, SYSTEM AND METHOD FOR PROVIDING A DESIGN FOR EXCELLENCE ENGINE Non-Final OA Jabil, Inc.
18707449 REAL-TIME MONITORING SYSTEM OF HOME APPLIANCES SOLD BY REGION AND METHOD FOR CONTROL THEREOF Final Rejection LG ELECTRONICS INC.
18628920 RETURN MANAGEMENT SERVICE Final Rejection American Express Travel Related Services Company, Inc.
19078758 VAPING POLICY ALERT SYSTEM AND METHOD Non-Final OA Nicoventures Trading Limited
18678847 INFORMATION PROCESSING APPARATUS Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18425304 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUM Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
17407321 TAILORING A MULTI-CHANNEL HELP DESK ENVIRONMENT BASED ON MACHINE LEARNING MODELS Final Rejection International Business Machines Corporation
18486196 TROUBLESHOOTING SUPPORT APPARATUS, METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Final Rejection KABUSHIKI KAISHA TOSHIBA
18342589 DOMAIN ADAPTION FOR SERVICE REQUESTS USING A GENERATIVE ADVERSARIAL NETWORK Non-Final OA Oracle International Corporation
18790270 SELF-PROVISIONING HUMANOID FOR AUTOMATED CUSTOMER SUPPORT Final Rejection Cisco Technology, Inc.
18072195 CHANNEL RECOMMENDATIONS USING MACHINE LEARNING Final Rejection Salesforce, Inc.
18177133 RECYCLING WORK SUPPORT SYSTEM Non-Final OA HONDA MOTOR CO., LTD.
17722075 REGULATORY OBLIGATION IDENTIFIER Non-Final OA PricewaterhouseCoopers LLP
18770094 CONFIGURING SERVICE CONSOLES BASED ON SERVICE FEATURE TEMPLATES USING A DATABASE SYSTEM Final Rejection salesforce.com, inc.
18847498 FIRE PROTECTION ASSET IDENTITY AND MANAGMENT Non-Final OA FST INNOVATION PTY LTD
17656342 PREDICTIVE CASE SOLVABILITY SCORE SYSTEM WITH ACTION RECOMMENDATIONS BASED ON DETECTED TRENDS Non-Final OA MOTOROLA SOLUTIONS, INC.
18625207 METHOD, DEVICE, EQUIPMENT AND STORAGE MEDIUM FOR ACCOUNTING PRODUCT CARBON FOOTPRINT BASED ON ICM Non-Final OA HUNAN BRUNP RECYCLING TECHNOLOGY CO., LTD.
17709433 BUSINESS DATA COURSE MANAGEMENT SYSTEM AND BUSINESS DATA COURSE MANAGEMENT METHOD THEREOF Final Rejection DATA SYSTEMS CONSULTING CO., LTD.
18232505 Systems and Methods for Improving Customer Satisfaction Post-Sale Final Rejection Magnify Technologies Inc.
18107293 METHOD AND SYSTEM FOR AUTOMATED COLLECTIBLE OBJECT GRADING, LABELING, AND ENCAPSULATING Final Rejection AGS, Inc.
18053634 CONTACT VERIFICATION AND NON-REPUDIATION SYSTEM Final Rejection INCONTACT INC.
17688207 SYSTEM AND METHOD FOR VERIFYING CONSUMER ITEMS Non-Final OA Grailed, LLC
17127784 METHODS FOR AUTOMATED PREDICTIVE MODELING TO ASSESS CUSTOMER CONFIDENCE AND DEVICES THEREOF Non-Final OA Orolia USA Inc.

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