Prosecution Insights
Last updated: October 25, 2026

VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY

Technology area: Communications

3 pending office actions • 3 art units • 3 examiners • 0 of 3 (0%) have an AI response strategy ready

Analysis

VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY has 3 pending office actions in the Communications technology area. These 3 actions are distributed across 3 distinct examiners and 3 distinct art units. This distribution indicates a diverse set of filings with no overlap in personnel or specialized units. The 3 distinct art units suggest that the portfolio covers several different technical niches within the broader Communications field.

The busiest examiner, YAMAMOTO, JOSEPH JEREMY, is responsible for 1 busiest examiner pending action. With 3 pending office actions in total, the company must manage separate prosecution tracks simultaneously. The variety of 3 distinct art units requires a strategy that accounts for the unique standards of each unit. Practitioners should note that the 3 distinct examiners will each provide independent feedback on the 3 pending office actions, necessitating a tailored approach for each response within the Communications area.

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
0
Information Tech
0% of docket
3
Communications
100% 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
YAMAMOTO, JOSEPH JEREMY 1 71.7% +31.1%
WU, YANNA 1 81.0% +34.1%
MANOHARAN, SHASHIDHAR SHANKAR 1 75.0% +40.0%

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
18956815 SYSTEM AND METHOD FOR GENERATING SYNTHETIC IMAGE AND SEMANTIC SEGMENTATION MASK THEREOF WU, YANNA —

Interview Candidates (3)

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 3 ordered by deadline are shown.

App #TitleExaminerDue in
18970404 JOINT MODEL FOR PROFILE-BASED INTENT DETECTION AND SLOT FILLING WITH SLOT-TO-INTENT ATTENTION YAMAMOTO, JOSEPH JEREMY —
18956815 SYSTEM AND METHOD FOR GENERATING SYNTHETIC IMAGE AND SEMANTIC SEGMENTATION MASK THEREOF WU, YANNA —
18950969 SPOKEN LANGUAGE UNDERSTANDING SYSTEM AND A METHOD FOR TRAINING THE SAME MANOHARAN, SHASHIDHAR SHANKAR —

Top Art Units

Art UnitApps
2656 1
2615 1
2655 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18970404 JOINT MODEL FOR PROFILE-BASED INTENT DETECTION AND SLOT FILLING WITH SLOT-TO-INTENT ATTENTION YAMAMOTO, JOSEPH JEREMY 2656 §103 Non-Final OA — Pending Dec 05, 2024
18956815 SYSTEM AND METHOD FOR GENERATING SYNTHETIC IMAGE AND SEMANTIC SEGMENTATION MASK THEREOF WU, YANNA 2615 §102§103 Non-Final OA — Pending Nov 22, 2024
18950969 SPOKEN LANGUAGE UNDERSTANDING SYSTEM AND A METHOD FOR TRAINING THE SAME MANOHARAN, SHASHIDHAR SHANKAR 2655 §103 Non-Final OA — Pending Nov 18, 2024

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Frequently Asked Questions

How many pending USPTO office actions does VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY have?

VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY has 3 pending office actions as of October 2026, spread across 3 art units and 3 examiners.

Which USPTO examiner handles the most VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY applications?

Joseph Jeremy Yamamoto has the most, with 1 of VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY's pending office actions.

What technology area are VINAI ARTIFICIAL INTELLIGENCE APPLICATION AND RESEARCH JOINT STOCK COMPANY's patent applications in?

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

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