Prosecution Insights
Last updated: July 07, 2026
Application No. 18/909,321

Untitled Application

Unknown
Filed
2400
Priority
Oct 12, 2023 — JP 2023-176917
Examiner
PONTIUS, JAMES M
Art Unit
2488
Tech Center
KABUSHIKI KAISHA TOYOTA JIDOSHOKKI
Assignee
Toyota Group
OA Round
3 (Non-Final)
79%
Grant Probability
Favorable
3-4
OA Rounds
3y 1m
Filing → Grant
88%
With Interview

Examiner Intelligence

Grants 79% — above average
79%
Career Allowance Rate
407 granted / 518 resolved
+18.6% vs TC avg
Moderate +10% lift
Without
With
+9.9%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
17 currently pending
Career history
537
Total Applications
across all art units

Statute-Specific Performance

§101
3.6%
-36.4% vs TC avg
§103
52.3%
+12.3% vs TC avg
§102
16.5%
-23.5% vs TC avg
§112
14.6%
-25.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 518 resolved cases

Prosecution Timeline

Show 4 earlier events
Dec 09, 2025
Response Filed
Mar 24, 2026
Final Rejection mailed
Jun 04, 2026
Interview Requested
Jun 17, 2026
Applicant Interview (Telephonic)
Jun 17, 2026
Examiner Interview Summary
Jun 24, 2026
Request for Continued Examination
Jun 26, 2026
Response after Non-Final Action
Jul 01, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12671838
ADAPTIVE WAVELET TRANSFORM
2y 2m to grant Granted Jun 30, 2026
Patent 12671817
METHOD AND MODULE FOR CONTROLLING CODE RATE OF ENCODER, AND CHIP, ELECTRONIC DEVICE AND STORAGE MEDIUM
1y 6m to grant Granted Jun 30, 2026
Patent 12659474
Unified Neural Network Filter Model
2y 8m to grant Granted Jun 16, 2026
Patent 12643475
INDIRECT VISION SYSTEM, INDIRECT VISION DISPLAY METHOD, AND INTERACTIVE ELECTRONIC REARVIEW MIRROR SYSTEM FOR VEHICLES
1y 5m to grant Granted Jun 02, 2026
Patent 12633125
VEHICLE WITH ROAD SURFACE IMAGE RENDERING FUNCTIONALITY
2y 3m to grant Granted May 19, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
79%
Grant Probability
88%
With Interview (+9.9%)
3y 1m
Median Time to Grant
High
PTA Risk
Based on 518 resolved cases by this examiner. Grant probability derived from career allowance rate.

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