Prosecution Insights
Last updated: May 29, 2026
Application No. 17/326,505

ARTIFICIAL INTELLIGENCE BASED SYSTEMS AND METHODS FOR ANALYZING USER-SPECIFIC SKIN OR HAIR DATA TO PREDICT USER-SPECIFIC SKIN OR HAIR CONDITIONS

Final Rejection
Filed
May 21, 2021
Examiner
XU, JUSTIN
Art Unit
3791
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
The Procter & Gamble Company
OA Round
4 (Final)
59%
Grant Probability
Moderate
5-6
OA Rounds
0m
Est. Remaining
97%
With Interview

Examiner Intelligence

Grants 59% of resolved cases
59%
Career Allowance Rate
128 granted / 216 resolved
-10.7% vs TC avg
Strong +38% interview lift
Without
With
+38.1%
Interview Lift
resolved cases with interview
Typical timeline
3y 9m
Avg Prosecution
38 currently pending
Career history
263
Total Applications
across all art units

Statute-Specific Performance

§101
8.1%
-31.9% vs TC avg
§103
79.1%
+39.1% vs TC avg
§102
4.1%
-35.9% vs TC avg
§112
6.0%
-34.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 216 resolved cases

Prosecution Timeline

Show 4 earlier events
Jan 13, 2025
Interview Requested
Jan 16, 2025
Examiner Interview Summary
Jan 16, 2025
Applicant Interview (Telephonic)
Jan 22, 2025
Request for Continued Examination
Jan 23, 2025
Response after Non-Final Action
Jun 02, 2025
Non-Final Rejection mailed
Aug 29, 2025
Response Filed
Sep 10, 2025
Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12635895
SYSTEMS AND METHODS FOR MONITORING INTRACRANIAL COMPLIANCE
4y 6m to grant Granted May 26, 2026
Patent 12622590
MONITORING VITAL PARAMETERS OF A COMPRESSION GARMENT WEARER
3y 0m to grant Granted May 12, 2026
Patent 12616405
Providing a Live-Lead View
4y 5m to grant Granted May 05, 2026
Patent 12611201
ABSORPTIVE TIP BRUSH BIOPSY DEVICE, KIT AND METHOD
4y 7m to grant Granted Apr 28, 2026
Patent 12599306
PUPIL DYNAMICS, PHYSIOLOGY, AND PERFORMANCE FOR ESTIMATING COMPETENCY IN SITUATIONAL AWARENESS
2y 9m to grant Granted Apr 14, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

5-6
Expected OA Rounds
59%
Grant Probability
97%
With Interview (+38.1%)
3y 9m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 216 resolved cases by this examiner. Grant probability derived from career allowance rate.

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