Last updated: July 11, 2026

Application No. 18/812,588

Untitled Application

Unknown

Filed

3600

Examiner

FRUNZI, VICTORIA E.

Art Unit

3689

Tech Center

IGT

Assignee

Igt

OA Round

1 (Non-Final)

This examiner grants 25% of cases after interview

— +24.6% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 295 resolved cases, 2023–2026

Examiner Intelligence

FRUNZI, VICTORIA E. View full profile →

Grants only 25% of cases

Career Allowance Rate

75 granted / 295 resolved

-34.6% vs TC avg

Strong +25% interview lift

Without

With

+24.6%

Interview Lift

resolved cases with interview

Typical timeline

3y 8m

Avg Prosecution

42 currently pending

Career history

343

Total Applications

across all art units

Statute-Specific Performance

§101

19.0%

-21.0% vs TC avg

§103

70.5%

+30.5% vs TC avg

§102

7.9%

-32.1% vs TC avg

§112

1.7%

-38.3% vs TC avg

Black line = Tech Center average estimate • Based on career data from 295 resolved cases

Prosecution Timeline

3600

Application Filed

Sep 26, 2024

Response after Non-Final Action

Apr 21, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/384,956

Patent 12670522

Dynamic Generation of User Interface Elements

2y 8m to grant Granted Jun 30, 2026

18/490,799

Patent 12638754

SYSTEM FOR PROVIDING PHOTOGRAPHY SERVICE AND OPERATION METHOD THEREOF

2y 7m to grant Granted May 26, 2026

18/245,325

Patent 12614224

A MODULAR AUTOMATED RETAIL STORE AND SYSTEM

3y 1m to grant Granted Apr 28, 2026

18/147,877

Patent 12561733

DYNAMICALLY PRESENTING AUGMENTED REALITY CONTENT GENERATORS BASED ON DOMAINS

3y 1m to grant Granted Feb 24, 2026

18/103,095

Patent 12524795

SINGLE-SELECT PREDICTIVE PLATFORM MODEL

2y 11m to grant Granted Jan 13, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

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

25%

Grant Probability

50%

With Interview (+24.6%)

3y 8m

Median Time to Grant

Low

PTA Risk

Based on 295 resolved cases by this examiner. Grant probability derived from career allowance rate.