Last updated: July 12, 2026

Application No. 19/129,805

Untitled Application

Unknown

Filed

Priority

Nov 14, 2022 — CN 202211426305.X +1 more

Examiner

PHAM, MICHAEL

Art Unit

Tech Center

Lemon Inc.

Assignee

Lemon Inc.

OA Round

1 (Non-Final)

Interview Optional

— +22.3% interview lift. Examiner has a relatively high allowance rate (80%); +22.3% interview lift. A written response may suffice.

Based on 590 resolved cases, 2023–2026

Examiner Intelligence

PHAM, MICHAEL View full profile →

Grants 80% — above average

Career Allowance Rate

471 granted / 590 resolved

+19.8% vs TC avg

Strong +22% interview lift

Without

With

+22.3%

Interview Lift

resolved cases with interview

Typical timeline

3y 2m

Avg Prosecution

10 currently pending

Career history

601

Total Applications

across all art units

Statute-Specific Performance

§101

5.3%

-34.7% vs TC avg

§103

53.4%

+13.4% vs TC avg

§102

30.0%

-10.0% vs TC avg

§112

5.8%

-34.2% vs TC avg

Black line = Tech Center average estimate • Based on career data from 590 resolved cases

Prosecution Timeline

May 20, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/786,352

Patent 12675452

AUTOMATED CORRECTION OF ATTRIBUTES USING MACHINE-LEARNED LARGE LANGUAGE MODELS (LLMS)

1y 11m to grant Granted Jul 07, 2026

18/819,140

Patent 12657246

Social Media Maintenance System and Method

1y 9m to grant Granted Jun 16, 2026

18/825,209

Patent 12651004

DATA REPLICATION SYSTEM AND DATA REPLICATION METHOD

1y 9m to grant Granted Jun 09, 2026

18/453,127

Patent 12602385

CONTEXT-AWARE RELEVANCE MODELING IN CONVERSATIONAL SYSTEMS

2y 7m to grant Granted Apr 14, 2026

18/980,968

Patent 12602399

DATABASE SYNCHRONIZATION USING RESIZABLE INVERTIBLE BLOOM FILTERS WITH DATABASE SNAPSHOTS

1y 4m to grant Granted Apr 14, 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

80%

Grant Probability

99%

With Interview (+22.3%)

3y 2m

Median Time to Grant

Low

PTA Risk

Based on 590 resolved cases by this examiner. Grant probability derived from career allowance rate.