Prosecution Insights
Last updated: October 26, 2026

Zesty AI Inc.

Technology areas: Semiconductors, Circuits & Optics • Transportation, E-Commerce & Mechanical Systems

2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready • 2 patents granted in the last 365 days

Analysis

Zesty AI Inc. is currently navigating 1 pending office action within the Transportation, E-Commerce & Mechanical Systems technology area. This prosecution activity is handled by 1 distinct examiner, KWONG, CHO YIU, who is responsible for 1 pending office action. The company's current efforts are focused within 1 distinct art unit.

The concentration of the portfolio under the distinct examiner allows for a focused prosecution strategy. Since KWONG, CHO YIU manages the pending office action, the applicant can tailor their responses to the specific requirements and historical patterns of this individual. This focus reduces the complexity often associated with managing multiple examiners across different technological disciplines.

Furthermore, the limitation to 1 distinct art unit suggests that the company's current intellectual property interests are narrowly defined within the USPTO's organizational structure. This lack of departmental diversity means the company can develop a deep familiarity with the specific standards of the art unit. The pending office action represents the entirety of the company's current active engagement with the examiner's office.

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

Portfolio Summary

2
Total Pending OAs
2
Non-Final OAs
0
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.

0
Overdue
0
Due this week
0
Due this month
0
Due in next 60 days
1
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 (50%)
0
Medium (0%)
1
Easy (50%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other1 (50%)
Double-patenting only1 (50%)

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
0
Communications
0% of docket
1
Semiconductors
50% of docket
1
Mechanical / Eng
50% 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.

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

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
KWONG, CHO YIU 1 32.1% +3.9%
RETALLICK, KAITLIN A 1 76.0% +10.0%

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
18805393 Predicting Climate Event Occurrences and Damage Using Property Features and Artificial Intelligence KWONG, CHO YIU 70d

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
18789427 Wind Predictions Using Artificial Intelligence RETALLICK, KAITLIN A —

Top Art Units

Art UnitApps
3693 1
2857 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18805393 Predicting Climate Event Occurrences and Damage Using Property Features and Artificial Intelligence KWONG, CHO YIU 3693 §101§112 Non-Final OA 70d Pending Aug 14, 2024
18789427 Wind Predictions Using Artificial Intelligence RETALLICK, KAITLIN A 2857 DP Non-Final OA — Pending Jul 30, 2024

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Frequently Asked Questions

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

Zesty AI Inc. has 2 pending office actions as of October 2026, spread across 2 art units and 2 examiners.

Which USPTO examiner handles the most Zesty AI Inc. applications?

Cho Yiu Kwong has the most, with 1 of Zesty AI Inc.'s pending office actions.

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

Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.

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