Last updated: July 17, 2026

Application No. 19/197,222

METHOD AND SYSTEM FOR IMPROVED SEGMENTATION OF LARGE DATASETS USING AI

Non-Final OA

Filed

May 02, 2025

Priority

Jun 29, 2023 — provisional 63/511,167 +1 more

Examiner

KONERU, SUJAY

Art Unit

Tech Center

Assignee

Neuralift AI Inc.

OA Round

1 (Non-Final)

This examiner grants 58% of cases after interview

— +37.1% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 730 resolved cases, 2023–2026

Examiner Intelligence

KONERU, SUJAY View full profile →

Grants 58% of resolved cases

Career Allowance Rate

424 granted / 730 resolved

-1.9% vs TC avg

Strong +37% interview lift

Without

With

+37.1%

Interview Lift

resolved cases with interview

Typical timeline

3y 2m

Avg Prosecution

37 currently pending

Career history

766

Total Applications

across all art units

Statute-Specific Performance

§101

18.7%

-21.3% vs TC avg

§103

78.2%

+38.2% vs TC avg

§102

1.0%

-39.0% vs TC avg

§112

1.8%

-38.2% vs TC avg

Black line = Tech Center average estimate • Based on career data from 730 resolved cases

Prosecution Timeline

May 02, 2025

Application Filed

Sep 30, 2025

Response after Non-Final Action

Jun 05, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/651,640

Patent 12675803

LOYALTY INDEX USER INTERFACE

2y 2m to grant Granted Jul 07, 2026

18/761,756

Patent 12675805

SELECTING A WAREHOUSE LOCATION FOR DISPLAYING AN INVENTORY OF ITEMS TO A USER OF AN ONLINE CONCIERGE SYSTEM BASED ON PREDICTED AVAILABILITIES OF ITEMS AT THE WAREHOUSE OVER TIME

2y 0m to grant Granted Jul 07, 2026

18/466,123

Patent 12663788

INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM

2y 9m to grant Granted Jun 23, 2026

18/731,725

Patent 12664504

Systems and methods to protect shared Privileged Remote Access (PRA) sessions based on user risk

2y 0m to grant Granted Jun 23, 2026

17/239,072

Patent 12657543

FLEET-SPECIFIC PERFORMANCE IMPACT OF VEHICLE CONFIGURATION

5y 1m 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

58%

Grant Probability

95%

With Interview (+37.1%)

3y 2m (~2y 0m remaining)

Median Time to Grant

Low

PTA Risk

Based on 730 resolved cases by this examiner. Grant probability derived from career allowance rate.