Last updated: July 13, 2026

Application No. 19/119,109

Untitled Application

Unknown

Filed

Priority

Oct 11, 2022 — JP 2022-163476 +1 more

Examiner

GARG, YOGESH C

Art Unit

Tech Center

TOYOTA JIDOSHA KABUSHIKI KAISHA

Assignee

Toyota Motor Corporation

OA Round

1 (Non-Final)

This examiner grants 62% of cases after interview

— +33.6% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 760 resolved cases, 2023–2026

Examiner Intelligence

GARG, YOGESH C View full profile →

Grants 62% of resolved cases

Career Allowance Rate

468 granted / 760 resolved

+1.6% vs TC avg

Strong +34% interview lift

Without

With

+33.6%

Interview Lift

resolved cases with interview

Typical timeline

3y 0m

Avg Prosecution

32 currently pending

Career history

792

Total Applications

across all art units

Statute-Specific Performance

§101

24.1%

-15.9% vs TC avg

§103

52.6%

+12.6% vs TC avg

§102

6.9%

-33.1% vs TC avg

§112

8.3%

-31.7% vs TC avg

Black line = Tech Center average estimate • Based on career data from 760 resolved cases

Precedent Cases

Applications granted by this same examiner with similar technology

18/188,018

Patent 12670491

SYSTEMS AND METHODS FOR GENERATING CUSTOM PRODUCTS USING CONFIGURABLE SERVICES PLATFORMS

3y 3m to grant Granted Jun 30, 2026

18/596,946

Patent 12670516

SYSTEMS AND METHODS FOR MODIFICATION OF MACHINE LEARNING MODEL-GENERATED TEXT AND IMAGES BASED ON USER QUERIES AND PROFILES

2y 3m to grant Granted Jun 30, 2026

18/432,293

Patent 12614216

PREEMPTIVE TRANSACTION ANALYSIS

2y 2m to grant Granted Apr 28, 2026

18/595,831

Patent 12602715

MARKETPLACE LISTING GENERATION USING MESSAGE METADATA

2y 1m to grant Granted Apr 14, 2026

18/202,768

Patent 12591918

AUTOMATICALLY GENERATING BASKETS OF ITEMS TO BE RECOMMENDED TO USERS OF AN ONLINE SYSTEM

2y 10m to grant Granted Mar 31, 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

62%

Grant Probability

95%

With Interview (+33.6%)

3y 0m

Median Time to Grant

Low

PTA Risk

Based on 760 resolved cases by this examiner. Grant probability derived from career allowance rate.