Prosecution Insights
Last updated: October 02, 2026

AutoScheduler.AI LP

Technology area: Transportation, E-Commerce & Mechanical Systems

2 pending office actions • 2 art units • 2 examiners • 0 of 2 (0%) have an AI response strategy ready

Analysis

AutoScheduler.AI LP is currently managing 2 pending office actions within the Transportation, E-Commerce & Mechanical Systems technology area. These 2 actions are split between 2 distinct examiners and 2 distinct art units, which represents a decentralized prosecution environment for the company's current active matters. Each pending action is being reviewed by a different individual in a different specialized administrative unit.

GARCIA-GUERRA, DARLENE is the busiest examiner for the portfolio, currently handling 1 pending office action. Given that there are 2 pending office actions and 2 distinct examiners, each examiner is responsible for 1 of the current workload. This means that the company's success in the transportation and e-commerce sector is currently dependent on the separate and independent evaluations of these 2 examiners.

The presence of 2 distinct art units for only 2 pending office actions indicates that the company's innovations are being categorized into different technical niches at the USPTO. For the practitioner, this requires managing 2 pending office actions with no common examiner or art unit to provide a unified prosecution path. Each action must be addressed based on the specific feedback from its assigned examiner, as there is no overlap in the current pending portfolio.

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

Portfolio Summary

2
Total Pending OAs
0
Non-Final OAs
2
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 2 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
1
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.

2
Hard (100%)
0
Medium (0%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other2 (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
2
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.

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
GARCIA-GUERRA, DARLENE 1 23.3% +34.3%
BOYCE, ANDRE D 1 36.4% +18.4%

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18369679 AUTOMATICALLY AND DYNAMICALLY MANAGING TASK BASED SCHEDULING AND OPERATIONS FOR DISTRIBUTION WAREHOUSES BOYCE, ANDRE D 254d overdue
18369724 AUTOMATICALLY AND DYNAMICALLY MANAGING REWARD BASED SCHEDULING AND OPERATIONS FOR DISTRIBUTION WAREHOUSES GARCIA-GUERRA, DARLENE 33d

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
18369679 AUTOMATICALLY AND DYNAMICALLY MANAGING TASK BASED SCHEDULING AND OPERATIONS FOR DISTRIBUTION WAREHOUSES BOYCE, ANDRE D 254d overdue
18369724 AUTOMATICALLY AND DYNAMICALLY MANAGING REWARD BASED SCHEDULING AND OPERATIONS FOR DISTRIBUTION WAREHOUSES GARCIA-GUERRA, DARLENE 33d

Top Art Units

Art UnitApps
3625 1
3623 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18369724 AUTOMATICALLY AND DYNAMICALLY MANAGING REWARD BASED SCHEDULING AND OPERATIONS FOR DISTRIBUTION WAREHOUSES GARCIA-GUERRA, DARLENE 3625 §101§103 Final Rejection 33d Pending Sep 18, 2023
18369679 AUTOMATICALLY AND DYNAMICALLY MANAGING TASK BASED SCHEDULING AND OPERATIONS FOR DISTRIBUTION WAREHOUSES BOYCE, ANDRE D 3623 §101§102§103 Final Rejection 254d overdue Pending Sep 18, 2023

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