Last updated: July 17, 2026

Application No. 18/446,149

POST-MODELING VISUALIZATION

Non-Final OA

Filed

Aug 08, 2023

Examiner

HADDAD, MAJD MAHER

Art Unit

2125

Tech Center

2100 — Computer Architecture & Software

Assignee

International Business Machines Corporation

OA Round

1 (Non-Final)

Interview Optional

— +0.0% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 100% grant rate with +0.0% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 3 resolved cases, 2023–2026

Examiner Intelligence

HADDAD, MAJD MAHER View full profile →

Grants 100% — above average

Career Allowance Rate

3 granted / 3 resolved

+45.0% vs TC avg

Minimal +0% lift

Without

With

+0.0%

Interview Lift

resolved cases with interview

Typical timeline

3y 4m

Avg Prosecution

17 currently pending

Career history

Total Applications

across all art units

Statute-Specific Performance

§101

6.1%

-33.9% vs TC avg

§103

89.4%

+49.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 3 resolved cases

Prosecution Timeline

Aug 08, 2023

Application Filed

Apr 22, 2026

Non-Final Rejection mailed

Jun 08, 2026

Interview Requested

Jun 23, 2026

Applicant Interview (Telephonic)

Jun 23, 2026

Examiner Interview Summary

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

100%

Grant Probability

99%

With Interview (+0.0%)

3y 4m (~5m remaining)

Median Time to Grant

Low

PTA Risk

Based on 3 resolved cases by this examiner. Grant probability derived from career allowance rate.