Prosecution Insights
Last updated: October 04, 2026

Akyrian Systems LLC

Technology area: Transportation, E-Commerce & Mechanical Systems

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

Analysis

Akyrian Systems LLC is managing 3 pending office actions within the Transportation, E-Commerce & Mechanical Systems technology area. These actions are distributed across 3 distinct art units, indicating a diverse range of technical subject matter. The portfolio involves multiple distinct examiners, ensuring that prosecution risks are spread across several individuals at the office rather than being concentrated under one person.

SUN M LI is identified as the busiest examiner for the company, though this individual is only responsible for 1 pending action. This distribution, where examiners each handle a portion of the total workload, suggests a lack of examiner concentration. Practitioners should prepare for varied examination styles across the art units currently in play, as each case is subject to a different examiner's review. The presence of 1 busiest examiner with a minimal load indicates a balanced distribution of work across the pending portfolio.

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.

3
Hard (100%)
0
Medium (0%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other3 (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
0
Communications
0% of docket
0
Semiconductors
0% of docket
3
Mechanical / Eng
100% 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
LI, SUN M 1 53.2% +27.7%
LONG, FONYA M 1 3.4% +0.8%
KANAAN, LIZA TONY 1 23.4% +31.5%

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
18534142 MAPPING OF A DATABASE FIELD IN AN ELECTRONIC HEALTH RECORD TO A QUESTION ON A CLINICAL TRIAL CASE REPORT FORM (CRF) USING THE ELECTRONIC DATA DOCUMENT (EDD) LI, SUN M —
18122489 UNSTRUCTURED TO STRUCTURED DATA PIPELINE IN A CLINICAL TRIAL VERIFICATION SYSTEM LONG, FONYA M —
18107050 CLINICAL TRIAL VERIFICATION SYSTEM AND METHOD IMPROVEMENT INCLUDING A COMBINED SCREENSHARING, VIDEO CONFERENCING, SOURCE CAPTURE AND eCRF/CLINICAL TRIAL DOCUMENT RECONCILIATION SYSTEM KANAAN, LIZA TONY —

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
18534142 MAPPING OF A DATABASE FIELD IN AN ELECTRONIC HEALTH RECORD TO A QUESTION ON A CLINICAL TRIAL CASE REPORT FORM (CRF) USING THE ELECTRONIC DATA DOCUMENT (EDD) LI, SUN M —
18107050 CLINICAL TRIAL VERIFICATION SYSTEM AND METHOD IMPROVEMENT INCLUDING A COMBINED SCREENSHARING, VIDEO CONFERENCING, SOURCE CAPTURE AND eCRF/CLINICAL TRIAL DOCUMENT RECONCILIATION SYSTEM KANAAN, LIZA TONY —

Top Art Units

Art UnitApps
3685 1
3682 1
3683 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18534142 MAPPING OF A DATABASE FIELD IN AN ELECTRONIC HEALTH RECORD TO A QUESTION ON A CLINICAL TRIAL CASE REPORT FORM (CRF) USING THE ELECTRONIC DATA DOCUMENT (EDD) LI, SUN M 3685 §101§102 Non-Final OA — Pending Dec 08, 2023
18122489 UNSTRUCTURED TO STRUCTURED DATA PIPELINE IN A CLINICAL TRIAL VERIFICATION SYSTEM LONG, FONYA M 3682 §101§102§103§112 Non-Final OA — Pending Mar 16, 2023
18107050 CLINICAL TRIAL VERIFICATION SYSTEM AND METHOD IMPROVEMENT INCLUDING A COMBINED SCREENSHARING, VIDEO CONFERENCING, SOURCE CAPTURE AND eCRF/CLINICAL TRIAL DOCUMENT RECONCILIATION SYSTEM KANAAN, LIZA TONY 3683 §101§103 Non-Final OA — Pending Feb 08, 2023

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