Prosecution Insights
Last updated: October 25, 2026

Cast AI Group Inc.

Technology areas: Computing & Software • Communications

3 pending office actions • 3 art units • 3 examiners • 0 of 3 (0%) have an AI response strategy ready • 9 patents granted in the last 365 days

Analysis

Cast AI Group Inc. has 3 pending office actions in Communications. The matters are assigned to 3 distinct examiners and 3 distinct art units, indicating separate examination paths.

ZHU, RICHARD Z is the busiest examiner, with 1 pending action. Counsel should prepare responses by matter, while using the shared technology category to maintain consistent terminology and claim strategy.

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

Portfolio Summary

3
Total Pending OAs
3
Non-Final OAs
0
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.

1
Hard (33%)
2
Medium (67%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§103 only2 (67%)
Multi-statute (no §101)1 (33%)

Industry Mix

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

0
Life Sciences
0% of docket
1
Information Tech
33% of docket
2
Communications
67% of docket
0
Semiconductors
0% of docket
0
Mechanical / Eng
0% of docket
0
Business / Other
0% 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.

30 h
Manual time on pending OAs
6 h
Time saved (low, 20%)
10 h
Time saved (mid, 35%)
0.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
ZHU, RICHARD Z 1 69.3% +15.5%
WONG, LINDA 1 84.9% +15.5%
LAPOINTE, JULIANNE CATHERINE 1 — —

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
19058786 Optimized Container-Based Network Intelligence WONG, LINDA —

Hard Cases (1)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
19060608 AUTOMATED SELECTION OF LARGE LANGUAGE MODELS IN CLOUD COMPUTING ENVIRONMENTS ZHU, RICHARD Z —

Interview Candidates (2)

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 2 ordered by deadline are shown.

App #TitleExaminerDue in
19060608 AUTOMATED SELECTION OF LARGE LANGUAGE MODELS IN CLOUD COMPUTING ENVIRONMENTS ZHU, RICHARD Z —
19058786 Optimized Container-Based Network Intelligence WONG, LINDA —

Top Art Units

Art UnitApps
2654 1
2655 1
2194 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19060608 AUTOMATED SELECTION OF LARGE LANGUAGE MODELS IN CLOUD COMPUTING ENVIRONMENTS ZHU, RICHARD Z 2654 §102§103 Non-Final OA — Pending Feb 21, 2025
19058786 Optimized Container-Based Network Intelligence WONG, LINDA 2655 §103 Non-Final OA — Pending Feb 20, 2025
18619942 OPTIMIZED POD PROVISIONING IN KUBERNETES AUTO-SCALER ENVIRONMENT LAPOINTE, JULIANNE CATHERINE 2194 §103 Non-Final OA — Pending Mar 28, 2024

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Frequently Asked Questions

How many pending USPTO office actions does Cast AI Group Inc. have?

Cast AI Group Inc. has 3 pending office actions as of October 2026, spread across 3 art units and 3 examiners.

Which USPTO examiner handles the most Cast AI Group Inc. applications?

Richard Z Zhu has the most, with 1 of Cast AI Group Inc.'s pending office actions.

What technology area are Cast AI Group Inc.'s patent applications in?

Mostly Communications (USPTO Tech Center 2600), based on where its pending office actions are examined.

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