Prosecution Insights
Last updated: July 17, 2026
Application No. 18/345,370

CIRCUIT CUTTING WITH REAL-TIME TELEMETRY AND SERVICE-LEVEL OBJECTIVES

Non-Final OA
Filed
Jun 30, 2023
Priority
Nov 11, 2022 — provisional 63/383,317
Examiner
WOOLWINE, SHANE D
Art Unit
2124
Tech Center
2100 — Computer Architecture & Software
Assignee
Dell Products L.P.
OA Round
1 (Non-Final)
86%
Grant Probability
Favorable
1-2
OA Rounds
0m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 86% — above average
86%
Career Allowance Rate
328 granted / 380 resolved
+31.3% vs TC avg
Strong +21% interview lift
Without
With
+21.1%
Interview Lift
resolved cases with interview
Typical timeline
2y 10m
Avg Prosecution
9 currently pending
Career history
393
Total Applications
across all art units

Statute-Specific Performance

§101
6.6%
-33.4% vs TC avg
§103
74.6%
+34.6% vs TC avg
§102
6.6%
-33.4% vs TC avg
§112
7.6%
-32.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 380 resolved cases

Prosecution Timeline

Jun 30, 2023
Application Filed
May 07, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

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FEDERATED LEARNING SYSTEM, FEDERATED LEARNING APPARATUS, FEDERATED LEARNING METHOD, AND FEDERATED LEARNING PROGRAM
2y 11m to grant Granted Jul 14, 2026
Patent 12670455
DYNAMICALLY UPDATED USER INTERFACE FOR THREAT INVESTIGATION
4y 3m to grant Granted Jun 30, 2026
Patent 12670359
NEURAL NETWORK CONSTRUCTION METHOD AND APPARATUS
3y 7m to grant Granted Jun 30, 2026
Patent 12645755
Data Processing in a Machine Learning Computer
3y 5m to grant Granted Jun 02, 2026
Patent 12639635
SYSTEMS AND METHODS WITH MACHINE LEARNED DATASET EMBEDDING FOR DATA FUSION OF MATERIAL PROPERTY DATASETS
4y 4m to grant Granted May 26, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
86%
Grant Probability
99%
With Interview (+21.1%)
2y 10m (~0m remaining)
Median Time to Grant
Low
PTA Risk
Based on 380 resolved cases by this examiner. Grant probability derived from career allowance rate.

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