Prosecution Insights
Last updated: October 04, 2026

Puzzle AI Co. Ltd.

Technology area: Communications

1 pending office actions • 1 art units • 1 examiners • 0 of 1 (0%) have an AI response strategy ready

Analysis

Puzzle AI Co. Ltd. has 1 pending office action in the Communications technology area. This action is assigned to 1 distinct examiner and 1 distinct art unit. The busiest examiner is SHAH, PARAS D, who holds 1 busiest examiner pending office action.

With 1 distinct examiner and 1 distinct art unit, the 1 pending office action is reviewed by a single individual. Practitioners should address the requirements of SHAH, PARAS D, who manages the 1 busiest examiner pending office action. The Communications technology area provides the technical framework for this filing.

The prosecution outcome depends on the interpretation of the assigned examiner. Practitioners can focus on the standards of the specific art unit involved. This structure allows for a strategy directed at the individual examiner feedback rather than coordinating across multiple office departments.

Administrative tasks are limited by the number of active examiners and art units. Efforts should be made to understand the examiner review style and past actions. Communication with the assigned individual is a method for navigating the current prosecution phase and resolving the outstanding action.

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

Portfolio Summary

1
Total Pending OAs
0
Non-Final OAs
1
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 1 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

1
Overdue
0
Due this week
0
Due this month
0
Due in next 60 days
0
Due later

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 (100%)
0
Medium (0%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
Multi-statute (no §101)1 (100%)

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
1
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.

10 h
Manual time on pending OAs
2 h
Time saved (low, 20%)
4 h
Time saved (mid, 35%)
0.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
SHAH, PARAS D 1 73.4% +31.0%

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
17909503 Voice Authentication Apparatus Using Watermark Embedding And Method Thereof SHAH, PARAS D 127d overdue

Interview Candidates (1)

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 1 ordered by deadline are shown.

App #TitleExaminerDue in
17909503 Voice Authentication Apparatus Using Watermark Embedding And Method Thereof SHAH, PARAS D 127d overdue

Top Art Units

Art UnitApps
2655 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
17909503 Voice Authentication Apparatus Using Watermark Embedding And Method Thereof SHAH, PARAS D 2655 §103§112 Final Rejection 127d overdue Pending Sep 06, 2022

Managing Puzzle AI Co. Ltd.'s Patent Portfolio?

IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.

Start Free Trial

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month