Last updated: July 17, 2026

Application No. 19/086,514

KEY-BASED COMPLEX PROCESS MONITORING

Non-Final OA

Filed

Mar 21, 2025

Priority

Jul 25, 2023 — continuation of 12/259,875

Examiner

WOO, ISAAC M

Art Unit

2163

Tech Center

2100 — Computer Architecture & Software

Assignee

Cisco Technology Inc.

OA Round

1 (Non-Final)

Interview Optional

— +6.3% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 91% grant rate with +6.3% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 1292 resolved cases, 2023–2026

Examiner Intelligence

WOO, ISAAC M View full profile →

Grants 91% — above average

Career Allowance Rate

1181 granted / 1292 resolved

+36.4% vs TC avg

Moderate +6% lift

Without

With

+6.3%

Interview Lift

resolved cases with interview

Typical timeline

2y 3m

Avg Prosecution

15 currently pending

Career history

1310

Total Applications

across all art units

Statute-Specific Performance

§101

2.6%

-37.4% vs TC avg

§103

5.1%

-34.9% vs TC avg

§102

88.3%

+48.3% vs TC avg

§112

1.2%

-38.8% vs TC avg

Black line = Tech Center average estimate • Based on career data from 1292 resolved cases

Prosecution Timeline

Mar 21, 2025

Application Filed

Apr 13, 2026

Non-Final Rejection mailed

Jul 13, 2026

Applicant Interview (Telephonic)

Jul 13, 2026

Examiner Interview Summary

Precedent Cases

Applications granted by this same examiner with similar technology

18/350,716

Patent 12675739

METHODS AND SYSTEMS FOR AUGMENTATION AND FEATURE CACHE

2y 12m to grant Granted Jul 07, 2026

17/816,468

Patent 12670185

LEVERAGING EPISTEMIC CONFIDENCE FOR MULTI-MODAL FEATURE PROCESSING

3y 11m to grant Granted Jun 30, 2026

17/846,428

Patent 12664463

Multitask Machine-Learning Model Training and Training Data Augmentation

4y 0m to grant Granted Jun 23, 2026

18/870,350

Patent 12664151

DISTRIBUTED TRANSACTION PROCESSING METHOD, SYSTEM, APPARATUS AND READABLE STORAGE MEDIUM

1y 6m to grant Granted Jun 23, 2026

18/779,727

Patent 12657214

Implementing Large Language Models to Extract Customized Insights from Log Data

1y 10m 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

91%

Grant Probability

98%

With Interview (+6.3%)

2y 3m (~11m remaining)

Median Time to Grant

Low

PTA Risk

Based on 1292 resolved cases by this examiner. Grant probability derived from career allowance rate.