Prosecution Insights
Last updated: October 04, 2026

Ally Financial Inc.

Technology areas: Networking & Security • Communications • Transportation, E-Commerce & Mechanical Systems

5 pending office actions • 4 art units • 5 examiners • 0 of 5 (0%) have an AI response strategy ready • 5 patents granted in the last 365 days

Analysis

Ally Financial Inc. maintains 5 pending office actions focused in the Networking & Security technology area. These actions are handled by 5 distinct examiners, which means that every pending matter is assigned to a different official. Such a distribution suggests that prosecution outcomes are subject to the varied perspectives of multiple examiners rather than being concentrated under a single individual. This requires the applicant to adapt their arguments to the specific tendencies of five different people.

The portfolio is distributed across 4 distinct art units, which reflects a focused technical scope within the broader networking field. KRISTIN ELIZABETH GAVIN is the busiest examiner for this portfolio with 1 busiest examiner pending action. Because the busiest examiner handles only 1 action, the applicant must prepare for unique interactions across nearly every pending matter in the current docket. The presence of 4 distinct art units suggests that while the technology area is consistent, the specific patentable features are being evaluated by different specialized groups within the USPTO.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

5
Total Pending OAs
2
Non-Final OAs
3
Final Rejections
0
Advisory / Quayle

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

3
Hard (60%)
2
Medium (40%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (20%)
§101 + other1 (20%)
§103 only1 (20%)
§102 only1 (20%)
Multi-statute (no §101)1 (20%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
2
Information Tech
40% of docket
1
Communications
20% of docket
0
Semiconductors
0% of docket
1
Mechanical / Eng
20% of docket
1
Business / Other
20% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

50 h
Manual time on pending OAs
10 h
Time saved (low, 20%)
18 h
Time saved (mid, 35%)
0.4 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
GAVIN, KRISTIN ELIZABETH 1 14.6% +16.6%
WON, MICHAEL YOUNG 1 80.0% +28.5%
SLACHTA, DOUGLAS M 1 82.6% +18.1%
OPSASNICK, MICHAEL N 1 81.8% +10.3%
CATTUNGAL, DEREENA T 1 80.4% +29.4%

Quick Wins (2)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
19001902 TECHNIQUES FOR ESTABLISHING TRUSTED ENVIRONMENTS WITHIN A METAVERSE WON, MICHAEL YOUNG —
18626789 TECHNIQUES FOR AUTOMATING TASKS USING LARGE LANGUAGE MODELS AND SOFTWARE AGENTS OPSASNICK, MICHAEL N —

Hard Cases (3)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
19084503 DISTRIBUTED TRACING TECHNIQUES FOR ACQUIRING BUSINESS INSIGHTS GAVIN, KRISTIN ELIZABETH —
18794902 PIPELINE RELEASE VALIDATION SLACHTA, DOUGLAS M —
18449277 TECHNIQUES FOR SECRET SYNCHRONIZATION AND MANAGEMENT ACROSS MULTIPLE CLUSTERS CATTUNGAL, DEREENA T —

Interview Candidates (5)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 5 ordered by deadline are shown.

App #TitleExaminerDue in
19084503 DISTRIBUTED TRACING TECHNIQUES FOR ACQUIRING BUSINESS INSIGHTS GAVIN, KRISTIN ELIZABETH —
19001902 TECHNIQUES FOR ESTABLISHING TRUSTED ENVIRONMENTS WITHIN A METAVERSE WON, MICHAEL YOUNG —
18794902 PIPELINE RELEASE VALIDATION SLACHTA, DOUGLAS M —
18626789 TECHNIQUES FOR AUTOMATING TASKS USING LARGE LANGUAGE MODELS AND SOFTWARE AGENTS OPSASNICK, MICHAEL N —
18449277 TECHNIQUES FOR SECRET SYNCHRONIZATION AND MANAGEMENT ACROSS MULTIPLE CLUSTERS CATTUNGAL, DEREENA T —

Top Art Units

Art UnitApps
3624 1
2443 1
2658 1
2431 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19084503 DISTRIBUTED TRACING TECHNIQUES FOR ACQUIRING BUSINESS INSIGHTS GAVIN, KRISTIN ELIZABETH 3624 §101§103 Non-Final OA — Pending Mar 19, 2025
19001902 TECHNIQUES FOR ESTABLISHING TRUSTED ENVIRONMENTS WITHIN A METAVERSE WON, MICHAEL YOUNG 2443 §103 Final Rejection — Pending Dec 26, 2024
18794902 PIPELINE RELEASE VALIDATION SLACHTA, DOUGLAS M — §101Other Non-Final OA — Pending Aug 05, 2024
18626789 TECHNIQUES FOR AUTOMATING TASKS USING LARGE LANGUAGE MODELS AND SOFTWARE AGENTS OPSASNICK, MICHAEL N 2658 §102 Final Rejection — Pending Apr 04, 2024
18449277 TECHNIQUES FOR SECRET SYNCHRONIZATION AND MANAGEMENT ACROSS MULTIPLE CLUSTERS CATTUNGAL, DEREENA T 2431 §102§103§112 Final Rejection — Pending Aug 14, 2023

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