Last updated: July 17, 2026

Application No. 18/777,596

System and Method for Utilizing a Large Language Model (LLM) with Constraints Derived from Organizational Context

Non-Final OA

Filed

Jul 19, 2024

Examiner

TOLENTINO, RODERICK

Art Unit

2439

Tech Center

2400 — Computer Networks

Assignee

Varonis Systems Inc.

OA Round

2 (Non-Final)

Interview Optional

— +35.1% interview lift. Examiner has a relatively high allowance rate (78%); +35.1% interview lift. A written response may suffice.

Based on 715 resolved cases, 2023–2026

Examiner Intelligence

TOLENTINO, RODERICK View full profile →

Grants 78% — above average

Career Allowance Rate

554 granted / 715 resolved

+19.5% vs TC avg

Strong +35% interview lift

Without

With

+35.1%

Interview Lift

resolved cases with interview

Typical timeline

3y 6m

Avg Prosecution

23 currently pending

Career history

734

Total Applications

across all art units

Statute-Specific Performance

§101

1.0%

-39.0% vs TC avg

§103

95.0%

+55.0% vs TC avg

§102

1.9%

-38.1% vs TC avg

§112

0.6%

-39.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 715 resolved cases

Prosecution Timeline

Jul 19, 2024

Application Filed

Sep 19, 2025

Non-Final Rejection mailed

Dec 18, 2025

Response Filed

Jan 23, 2026

Final Rejection mailed

May 11, 2026

Response after Non-Final Action

Precedent Cases

Applications granted by this same examiner with similar technology

18/261,875

Patent 12676872

ANOMALOUS NETWORK BEHAVIOUR IDENTIFICATION

2y 11m to grant Granted Jul 07, 2026

18/599,550

Patent 12670498

TRUST PLATFORM

2y 3m to grant Granted Jun 30, 2026

18/648,754

Patent 12671708

ENCRYPTED INTERSTITIAL TECHNIQUES FOR WEB SECURITY

2y 2m to grant Granted Jun 30, 2026

18/780,656

Patent 12672002

MULTI-FACTOR AUTONOMOUS SIM LOCK

1y 11m to grant Granted Jun 30, 2026

18/781,746

Patent 12665922

ELECTRONIC SECURITY SYSTEM OF NETWORK RESOURCE COMPONENT TRACKING AND ANALYSIS ACROSS A DISTRIBUTED NETWORK AND CONSTRUCTION OF A VALIDATED NETWORK RESOURCE COMPONENT LIBRARY

1y 11m to grant Granted Jun 23, 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

2-3

Expected OA Rounds

78%

Grant Probability

99%

With Interview (+35.1%)

3y 6m (~1y 6m remaining)

Median Time to Grant

Moderate

PTA Risk

Based on 715 resolved cases by this examiner. Grant probability derived from career allowance rate.