Last updated: July 17, 2026

Application No. 18/735,456

MACHINE-LEARNING MODEL FOR TRAINING DATA GENERATION

Non-Final OA

Filed

Jun 06, 2024

Examiner

BADAWI, ANGIE M

Art Unit

2179

Tech Center

2100 — Computer Architecture & Software

Assignee

SAP SE

OA Round

1 (Non-Final)

This examiner grants 59% of cases after interview

— +38.3% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 288 resolved cases, 2023–2026

Examiner Intelligence

BADAWI, ANGIE M View full profile →

Grants 59% of resolved cases

Career Allowance Rate

170 granted / 288 resolved

+4.0% vs TC avg

Strong +38% interview lift

Without

With

+38.3%

Interview Lift

resolved cases with interview

Typical timeline

4y 1m

Avg Prosecution

5 currently pending

Career history

307

Total Applications

across all art units

Statute-Specific Performance

§101

0.9%

-39.1% vs TC avg

§103

84.0%

+44.0% vs TC avg

§102

5.8%

-34.2% vs TC avg

§112

5.4%

-34.6% vs TC avg

Black line = Tech Center average estimate • Based on career data from 288 resolved cases

Prosecution Timeline

Jun 06, 2024

Application Filed

May 14, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/450,802

Patent 12656940

DATA PROCESSING METHOD AND APPARATUS, DEVICE, MEDIUM, AND PROGRAM PRODUCT

2y 10m to grant Granted Jun 16, 2026

18/146,905

Patent 12638967

METHOD FOR DEVICE CONTROL, ELECTRONIC DEVICE, AND STORAGE MEDIUM

3y 5m to grant Granted May 26, 2026

14/848,573

Patent 12554394

SYSTEM AND METHOD FOR PROMOTING CONNECTIVITY BETWEEN A MOBILE COMMUNICATION DEVICE AND A VEHICLE TOUCH SCREEN

10y 5m to grant Granted Feb 17, 2026

18/327,569

Patent 12524146

USER INTERFACE INCLUDING MULTIPLE INTERACTION ZONES

2y 7m to grant Granted Jan 13, 2026

18/562,273

Patent 12517639

ONE-HANDED SCALED DOWN USER INTERFACE MODE

2y 1m to grant Granted Jan 06, 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

59%

Grant Probability

97%

With Interview (+38.3%)

4y 1m (~2y 0m remaining)

Median Time to Grant

Low

PTA Risk

Based on 288 resolved cases by this examiner. Grant probability derived from career allowance rate.