Last updated: July 17, 2026

Application No. 18/229,272

System, Method, Computer Program Product for Operating a Gated Multilayer Perceptron Machine Learning Model Architecture

Non-Final OA

Filed

Aug 02, 2023

Examiner

KAPOOR, DEVAN

Art Unit

2126

Tech Center

2100 — Computer Architecture & Software

Assignee

Visa International Service Association

OA Round

1 (Non-Final)

Interview Optional

— +14.3% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 8% grant rate with +14.3% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 12 resolved cases, 2023–2026

Examiner Intelligence

KAPOOR, DEVAN View full profile →

Grants only 8% of cases

Career Allowance Rate

1 granted / 12 resolved

-46.7% vs TC avg

Moderate +14% lift

Without

With

+14.3%

Interview Lift

resolved cases with interview

Typical timeline

4y 3m

Avg Prosecution

23 currently pending

Career history

Total Applications

across all art units

Statute-Specific Performance

§103

100.0%

+60.0% vs TC avg

Black line = Tech Center average estimate • Based on career data from 12 resolved cases

Prosecution Timeline

Aug 02, 2023

Application Filed

Apr 28, 2026

Non-Final Rejection mailed

Jun 05, 2026

Interview Requested

Jul 07, 2026

Examiner Interview Summary

Jul 07, 2026

Applicant Interview (Telephonic)

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

Grant Probability

23%

With Interview (+14.3%)

4y 3m (~1y 4m remaining)

Median Time to Grant

Low

PTA Risk

Based on 12 resolved cases by this examiner. Grant probability derived from career allowance rate.