Prosecution Insights
Last updated: July 12, 2026
Application No. 18/817,048

Untitled Application

Unknown
Filed
2600
Examiner
SHIN, SEONG-AH A
Art Unit
2659
Tech Center
Wells Fargo Bank, N.A.
Assignee
Wells Fargo Bank, N.A.
OA Round
1 (Non-Final)
78%
Grant Probability
Favorable
1-2
OA Rounds
2y 7m
Filing → Grant
99%
With Interview

Examiner Intelligence

Grants 78% — above average
78%
Career Allowance Rate
328 granted / 418 resolved
+18.5% vs TC avg
Strong +21% interview lift
Without
With
+21.4%
Interview Lift
resolved cases with interview
Typical timeline
2y 7m
Avg Prosecution
15 currently pending
Career history
441
Total Applications
across all art units

Statute-Specific Performance

§101
9.1%
-30.9% vs TC avg
§103
82.0%
+42.0% vs TC avg
§102
6.1%
-33.9% vs TC avg
§112
1.0%
-39.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 418 resolved cases

Prosecution Timeline

2600
Application Filed
Apr 07, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12670904
SELECTING AN AUTOMATED ASSISTANT AS THE PRIMARY AUTOMATED ASSISTANT FOR A DEVICE BASED ON DETERMINED AFFINITY SCORES FOR CANDIDATE AUTOMATED ASSISTANTS
3y 6m to grant Granted Jun 30, 2026
Patent 12670908
ENABLING NATURAL LANGUAGE INTERACTIONS WITH USER INTERFACES FOR USERS OF A SOFTWARE APPLICATION
2y 0m to grant Granted Jun 30, 2026
Patent 12664201
SYSTEMS AND METHODS FOR DYNAMICALLY GENERATING GROUPS OF RECEVEID TEXTUAL DATA FOR COLLECTIVE LABELING
3y 6m to grant Granted Jun 23, 2026
Patent 12651115
SYSTEMS AND METHODS FOR USING LARGE LANGUAGE MODEL(S) TO WRITE, EDIT, AND REWRITE COHERENT CONTENT ITEMS
2y 0m to grant Granted Jun 09, 2026
Patent 12646500
Training Speech Recognizers Based On Biased Transcriptions
3y 4m to grant Granted Jun 02, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

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Prosecution Projections

1-2
Expected OA Rounds
78%
Grant Probability
99%
With Interview (+21.4%)
2y 7m
Median Time to Grant
Low
PTA Risk
Based on 418 resolved cases by this examiner. Grant probability derived from career allowance rate.

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