Prosecution Insights
Last updated: July 10, 2026
Application No. 19/253,390

Untitled Application

Unknown
Filed
2100
Priority
Jul 20, 2022 — provisional 63/390,854 +1 more
Examiner
SANA, MOHAMMAD AZAM
Art Unit
2166
Tech Center
OpenAI OpCo, LLC
Assignee
Openai Opco LLC
OA Round
1 (Non-Final)
86%
Grant Probability
Favorable
1-2
OA Rounds
3y 0m
Filing → Grant
99%
With Interview

Examiner Intelligence

Grants 86% — above average
86%
Career Allowance Rate
625 granted / 724 resolved
+26.3% vs TC avg
Strong +21% interview lift
Without
With
+20.7%
Interview Lift
resolved cases with interview
Typical timeline
3y 0m
Avg Prosecution
13 currently pending
Career history
739
Total Applications
across all art units

Statute-Specific Performance

§101
2.4%
-37.6% vs TC avg
§103
77.9%
+37.9% vs TC avg
§102
8.1%
-31.9% vs TC avg
§112
3.7%
-36.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 724 resolved cases

Prosecution Timeline

2100
Application Filed
Dec 23, 2025
Response after Non-Final Action
May 20, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12675481
SYSTEM AND ALGORITHMS FOR FAST AND SCALABLE DATA ACCESS TO HIGH DIMENSIONALITY WITH SPARSE DATA
1y 6m to grant Granted Jul 07, 2026
Patent 12664199
Systems and Methods for Determining Ethnicity Subregions
1y 1m to grant Granted Jun 23, 2026
Patent 12657198
SYSTEMS AND METHODS FOR WRITING FEEDBACK USING AN ARTIFICIAL INTELLIGENCE ENGINE
1y 5m to grant Granted Jun 16, 2026
Patent 12645707
ARTIFICIAL INTELLIGENCE GENERATED CORRELATORS FOR BUILDING DIGITAL TWIN
2y 1m to grant Granted Jun 02, 2026
Patent 12625897
PERFORMANCE METRIC PREDICTION AND CONTENT ITEM TEXT SUGGESTION BASED UPON CONTENT ITEM TEXT
2y 3m to grant Granted May 12, 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
86%
Grant Probability
99%
With Interview (+20.7%)
3y 0m
Median Time to Grant
Low
PTA Risk
Based on 724 resolved cases by this examiner. Grant probability derived from career allowance rate.

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