Last updated: July 10, 2026

Application No. 18/932,965

Untitled Application

Unknown

Filed

Examiner

MACASIANO, MARILYN G

Art Unit

Tech Center

FCA US LLC

Assignee

Fca US LLC

OA Round

3 (Non-Final)

Interview Optional

— +17.2% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 58% grant rate with +17.2% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 558 resolved cases, 2023–2026

Examiner Intelligence

MACASIANO, MARILYN G View full profile →

Grants 58% of resolved cases

Career Allowance Rate

321 granted / 558 resolved

-2.5% vs TC avg

Strong +17% interview lift

Without

With

+17.2%

Interview Lift

resolved cases with interview

Typical timeline

3y 7m

Avg Prosecution

31 currently pending

Career history

594

Total Applications

across all art units

Statute-Specific Performance

§101

23.7%

-16.3% vs TC avg

§103

48.0%

+8.0% vs TC avg

§102

24.2%

-15.8% vs TC avg

§112

1.3%

-38.7% vs TC avg

Black line = Tech Center average estimate • Based on career data from 558 resolved cases

Prosecution Timeline

Show 4 earlier events

Mar 09, 2026

Examiner Interview Summary

Mar 11, 2026

Request for Continued Examination

Mar 23, 2026

Response after Non-Final Action

Mar 31, 2026

Non-Final Rejection mailed

Jun 09, 2026

Interview Requested

Jun 16, 2026

Examiner Interview Summary

Jun 16, 2026

Applicant Interview (Telephonic)

Jun 30, 2026

Response Filed

Precedent Cases

Applications granted by this same examiner with similar technology

18/384,207

Patent 12657599

PERSONALIZED RECOMMENDATION SYSTEMS TO REMEDIATE INEFFICENCIES IN USER BEHAVIOR

2y 7m to grant Granted Jun 16, 2026

18/500,318

Patent 12602706

USER RECOGNITION BASED USER EXPERIENCE PLATFORM

2y 5m to grant Granted Apr 14, 2026

18/810,172

Patent 12567500

SYSTEM AND METHOD FOR WORKFLOW MANAGEMENT AND IMAGE REVIEW

1y 6m to grant Granted Mar 03, 2026

18/739,451

Patent 12555136

GEOSPATIALLY INFORMED RESOURCE UTILIZATION

1y 8m to grant Granted Feb 17, 2026

18/480,926

Patent 12450626

AUTOMATED ACTIONABLE INSIGHT RECOMMENDATIONS

2y 0m to grant Granted Oct 21, 2025

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

3-4

Expected OA Rounds

58%

Grant Probability

75%

With Interview (+17.2%)

3y 7m

Median Time to Grant

High

PTA Risk

Based on 558 resolved cases by this examiner. Grant probability derived from career allowance rate.