Last updated: August 06, 2026

Application No. 19/064,659

Method of digital document review using factor graph document databases

Non-Final OA

Filed

Feb 26, 2025

Priority

Feb 27, 2024 — provisional 63/558,504

Examiner

HE, JIALONG

Art Unit

Tech Center

Assignee

Verses AI, Inc.

OA Round

1 (Non-Final)

Interview Optional

— +33.0% interview lift. Examiner has a relatively high allowance rate (81%); +33.0% interview lift. A written response may suffice.

Based on 927 resolved cases, 2023–2026

Examiner Intelligence

HE, JIALONG View full profile →

Grants 81% — above average

Career Allowance Rate

755 granted / 927 resolved

+21.4% vs TC avg

Strong +33% interview lift

Without

With

+33.0%

Interview Lift

resolved cases with interview

Typical timeline

3y 0m

Avg Prosecution

18 currently pending

Career history

945

Total Applications

across all art units

Statute-Specific Performance

§101

14.1%

-25.9% vs TC avg

§103

41.8%

+1.8% vs TC avg

§102

15.2%

-24.8% vs TC avg

§112

20.7%

-19.3% vs TC avg

Black line = Tech Center average estimate • Based on career data from 927 resolved cases

Prosecution Timeline

Feb 26, 2025

Application Filed

Jul 31, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/385,785

Patent 12694871

REAL-TIME SUMMARIZATION OF VIRTUAL CONFERENCE TRANSCRIPTS

2y 9m to grant Granted Jul 28, 2026

18/634,357

Patent 12688361

MACHINE LEARNING BASED QUESTION AND ANSWER (Q&A) ASSISTANT

2y 3m to grant Granted Jul 21, 2026

18/408,400

Patent 12682902

SPEECH-TO-TEXT PROCESSING ASSISTED WITH LANGUAGE MODELS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS

2y 6m to grant Granted Jul 14, 2026

18/781,617

Patent 12664981

PARAPHRASE AND AGGREGATE WITH LARGE LANGUAGE MODELS FOR IMPROVED DECISIONS

1y 11m to grant Granted Jun 23, 2026

16/041,405

Patent 12658184

VISUALIZATION INTERFACE FOR VOICE INPUT

7y 11m to grant Granted Jun 16, 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

81%

Grant Probability

99%

With Interview (+33.0%)

3y 0m (~1y 7m remaining)

Median Time to Grant

Low

PTA Risk

Based on 927 resolved cases by this examiner. Grant probability derived from career allowance rate.