Last updated: July 13, 2026

Application No. 18/817,901

Untitled Application

Unknown

Filed

3600

Examiner

ROBINSON, AKIBA KANELLE

Art Unit

3628

Tech Center

INTERNATIONAL BUSINESS MACHINES CORPORATION

Assignee

International Business Machines Corporation

OA Round

3 (Non-Final)

Interview Optional

— +23.9% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 39% grant rate with +23.9% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 573 resolved cases, 2023–2026

Examiner Intelligence

ROBINSON, AKIBA KANELLE View full profile →

Grants only 39% of cases

Career Allowance Rate

223 granted / 573 resolved

-21.1% vs TC avg

Strong +24% interview lift

Without

With

+23.9%

Interview Lift

resolved cases with interview

Typical timeline

4y 9m

Avg Prosecution

32 currently pending

Career history

613

Total Applications

across all art units

Statute-Specific Performance

§101

6.9%

-33.1% vs TC avg

§103

89.0%

+49.0% vs TC avg

§102

3.2%

-36.8% vs TC avg

§112

0.4%

-39.6% vs TC avg

Black line = Tech Center average estimate • Based on career data from 573 resolved cases

Prosecution Timeline

Show 5 earlier events

Dec 17, 2025

Response Filed

Jan 13, 2026

Final Rejection mailed

Feb 25, 2026

Interview Requested

Mar 10, 2026

Response after Non-Final Action

Apr 09, 2026

Non-Final Rejection mailed

Jul 01, 2026

Interview Requested

Jul 07, 2026

Examiner Interview Summary

Jul 07, 2026

Applicant Interview (Telephonic)

Precedent Cases

Applications granted by this same examiner with similar technology

18/511,122

Patent 12626286

INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER READABLE RECORDING MEDIUM

2y 5m to grant Granted May 12, 2026

18/643,973

Patent 12614146

MACHINE LEARNING PREDICTION OF LATE DELIVERIES OF ORDERS PLACED WITH AN ONLINE SYSTEM

2y 0m to grant Granted Apr 28, 2026

18/386,543

Patent 12602711

SYSTEM AND METHOD OF PROVIDING EXTERIOR WORK ESTIMATE

2y 5m to grant Granted Apr 14, 2026

18/738,651

Patent 12518241

SHIPPING CARTON OPTIMIZATION SYSTEM AND METHOD

1y 7m to grant Granted Jan 06, 2026

18/089,884

Patent 12511606

WEARABLE READER DEVICE TECHNOLOGY FOR GUIDING A USER TO LOAD AN ASSET IN AN ASSIGNED LOGISTICS VEHICLE

3y 0m to grant Granted Dec 30, 2025

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

3-4

Expected OA Rounds

39%

Grant Probability

63%

With Interview (+23.9%)

4y 9m

Median Time to Grant

High

PTA Risk

Based on 573 resolved cases by this examiner. Grant probability derived from career allowance rate.