Last updated: April 22, 2026

Application No. 18/708,144

Untitled Application

Unknown

Filed

2100

Priority

Dec 27, 2021 — CN 202111612715.9 +1 more

Examiner

CHANNAVAJJALA, SRIRAMA T

Art Unit

2154

Tech Center

Beijing Zitiao Network Technology Co., Ltd.

Assignee

BEIJING ZITIAO NETWORK TECHNOLOGY CO., LTD.

OA Round

1 (Non-Final)

Interview Optional

— +32.6% interview lift. Examiner has a relatively high allowance rate (75%); +32.6% interview lift. A written response may suffice.

Based on 691 resolved cases, 2023–2026

Examiner Intelligence

CHANNAVAJJALA, SRIRAMA T View full profile →

Grants 75% — above average

Career Allowance Rate

519 granted / 691 resolved

+15.1% vs TC avg

Strong +33% interview lift

Without

With

+32.6%

Interview Lift

resolved cases with interview

Typical timeline

3y 3m

Avg Prosecution

24 currently pending

Career history

715

Total Applications

across all art units

Statute-Specific Performance

§101

19.6%

-20.4% vs TC avg

§103

37.1%

-2.9% vs TC avg

§102

14.8%

-25.2% vs TC avg

§112

9.6%

-30.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 691 resolved cases

Prosecution Timeline

2100

Application Filed

Mar 24, 2026

Non-Final Rejection (current)

Precedent Cases

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Patent 12596957

BIAS DETECTION AND REDUCTION IN MACHINE-LEARNING TECHNIQUES

3y 5m to grant Granted Apr 07, 2026

18/595,883

Patent 12596701

DATABASE SYSTEM FOR TRIGGERING EVENT NOTIFICATIONS BASED ON UPDATES TO DATABASE RECORDS

2y 1m to grant Granted Apr 07, 2026

18/594,320

Patent 12591547

SYNCHRONIZING CONFIGURATION OF PARTNER OBJECTS ACROSS DISTRIBUTED STORAGE SYSTEMS USING TRANSFORMATIONS

2y 0m to grant Granted Mar 31, 2026

17/955,640

Patent 12579480

SYSTEMS AND METHODS TO GENERATE DATA MESSAGES INDICATING A PROBABILITY OF EXECUTION FOR DATA TRANSACTION OBJECTS USING MACHINE LEARNING

3y 5m to grant Granted Mar 17, 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

75%

Grant Probability

99%

With Interview (+32.6%)

3y 3m

Median Time to Grant

Low

PTA Risk

Based on 691 resolved cases by this examiner. Grant probability derived from career allowance rate.