Prosecution Insights
Last updated: May 29, 2026

Workday, Inc.

8 pending office actions • 8 art units • 8 examiners • 0 of 8 (0%) have an AI response strategy ready • 26 patents granted in the last 365 days

Portfolio Summary

8
Total Pending OAs
6
Non-Final OAs
2
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 8 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

7
Overdue
1
Due this week
0
Due this month
0
Due in next 60 days
0
Due later

Deadline Fire Line

Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 8 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (7)Due ≤ 7 days (1)

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 (38%)
5
Medium (62%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only3 (38%)
§103 only4 (50%)
§102 only1 (12%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
4
Information Tech
50% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
4
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.

80 h
Manual time on pending OAs
16 h
Time saved (low, 20%)
28 h
Time saved (mid, 35%)
0.7 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
DANG, CHRISTINE 1 48.8% +50.2%
ZARRINEH, SHAHRIAR 1 78.7% +7.8%
HAILU, TADESSE 1 77.8% +3.9%
POE, KEVIN T 1 39.6% +16.1%
PHAM, KHANH B 1 72.3% +15.4%
GUNN, JEREMY L 1 29.2% +45.1%
LOFTIS, JOHNNA RONEE 1 43.3% +4.1%
MARI VALCARCEL, FERNANDO MARIANO 1 49.0% +20.3%

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
17592671 COMPUTERIZED SYSTEMS AND METHODS FOR INTELLIGENT LISTENING AND SURVEY DISTRIBUTION LOFTIS, JOHNNA RONEE 89d overdue
17693753 COMPUTERIZED SYSTEMS AND METHODS FOR AUTOMATED PERFORMANCE OF GROWING BASELINE ASSESSMENTS GUNN, JEREMY L 71d overdue
18302256 AUTOMATED ANOMALY DETECTION USING MACHINE LEARNING AND BINARY POINT ANOMALY METHODS POE, KEVIN T 7d

Interview Candidates (5)

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 5 ordered by deadline are shown.

App #TitleExaminerDue in
17693753 COMPUTERIZED SYSTEMS AND METHODS FOR AUTOMATED PERFORMANCE OF GROWING BASELINE ASSESSMENTS GUNN, JEREMY L 71d overdue
16405816 FALSE POSITIVE DETECTION FOR ANOMALY DETECTION MARI VALCARCEL, FERNANDO MARIANO 29d overdue
19223937 SYSTEM AND METHOD FOR DYNAMICALLY RETRIEVING AN ATTRIBUTE VALUE OF AN IDENTITY CLAIM FROM AN ISSUING PARTY USING A DIGITALLY SIGNED ACCESS TOKEN DANG, CHRISTINE 15d overdue
17821640 PERSONALIZED QUESTION ANSWERING USING SEMANTIC CACHING PHAM, KHANH B 3d overdue
18302256 AUTOMATED ANOMALY DETECTION USING MACHINE LEARNING AND BINARY POINT ANOMALY METHODS POE, KEVIN T 7d

Top Art Units

Art UnitApps
3698 1
2496 1
2174 1
3692 1
2166 1
3624 1
3625 1
2159 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19223937 SYSTEM AND METHOD FOR DYNAMICALLY RETRIEVING AN ATTRIBUTE VALUE OF AN IDENTITY CLAIM FROM AN ISSUING PARTY USING A DIGITALLY SIGNED ACCESS TOKEN DANG, CHRISTINE 3698 §103 Non-Final OA 15d overdue Pending May 30, 2025
18907060 ENABLING USING EXTERNAL TENANT MASTER KEYS ZARRINEH, SHAHRIAR 2496 §103 Non-Final OA 9d overdue Pending Oct 04, 2024
18592271 USING LARGE LANGUAGE MODEL AGENTS FOR ROBUST AND PERFORMANT USER INTERFACE AUTOMATION HAILU, TADESSE 2174 §102 Non-Final OA 11d overdue Pending Feb 29, 2024
18302256 AUTOMATED ANOMALY DETECTION USING MACHINE LEARNING AND BINARY POINT ANOMALY METHODS POE, KEVIN T 3692 §101 Final Rejection 7d Pending Apr 18, 2023
17821640 PERSONALIZED QUESTION ANSWERING USING SEMANTIC CACHING PHAM, KHANH B 2166 §103 Non-Final OA 3d overdue Pending Aug 23, 2022
17693753 COMPUTERIZED SYSTEMS AND METHODS FOR AUTOMATED PERFORMANCE OF GROWING BASELINE ASSESSMENTS GUNN, JEREMY L 3624 §101 Non-Final OA 71d overdue Pending Mar 14, 2022
17592671 COMPUTERIZED SYSTEMS AND METHODS FOR INTELLIGENT LISTENING AND SURVEY DISTRIBUTION LOFTIS, JOHNNA RONEE 3625 §101 Non-Final OA 89d overdue Pending Feb 04, 2022
16405816 FALSE POSITIVE DETECTION FOR ANOMALY DETECTION MARI VALCARCEL, FERNANDO MARIANO 2159 §103 Final Rejection 29d overdue Pending May 07, 2019

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