Prosecution Insights
Last updated: May 29, 2026

LUNIT INC.

7 pending office actions • 7 art units • 7 examiners • 0 of 7 (0%) have an AI response strategy ready • 11 patents granted in the last 365 days

Portfolio Summary

7
Total Pending OAs
4
Non-Final OAs
3
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 6 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

3
Overdue
1
Due this week
1
Due this month
0
Due in next 60 days
1
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. 6 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (3)Due ≤ 7 days (1)Due ≤ 30 days (1)Due later (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.

0
Hard (0%)
7
Medium (100%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§103 only7 (100%)

Industry Mix

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

1
Life Sciences
14% of docket
1
Information Tech
14% of docket
2
Communications
29% of docket
0
Semiconductors
0% of docket
3
Mechanical / Eng
43% 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.

70 h
Manual time on pending OAs
14 h
Time saved (low, 20%)
24 h
Time saved (mid, 35%)
0.6 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
SHELDEN, BION A 1 21.8% +19.3%
BLANCHETTE, JOSHUA B 1 46.9% +30.6%
TRANDAI, CINDY HUYEN 1 77.9% +18.0%
SUN, JIANGENG 1 82.0% +14.4%
PAULS, JOHN A 1 48.7% +27.3%
MINCHELLA, KAITLYN L 1 27.1% +21.7%
LEY, SALLY THI 1 19.4% +33.3%

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
18384421 METHOD FOR TRAINING NEURAL NETWORK AND DEVICE THEREOF SUN, JIANGENG 75d

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
17077114 METHOD OF MACHINE-LEARNING BY COLLECTING FEATURES OF DATA AND APPARATUS THEREOF LEY, SALLY THI 70d overdue
19084997 METHOD AND APPARATUS FOR ANALYZING BIOMARKER SHELDEN, BION A 5d
17502661 METHOD AND APPARATUS FOR PROVIDING INFORMATION ASSOCIATED WITH IMMUNE PHENOTYPES FOR PATHOLOGY SLIDE IMAGE MINCHELLA, KAITLYN L

Interview Candidates (7)

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 7 ordered by deadline are shown.

App #TitleExaminerDue in
17077114 METHOD OF MACHINE-LEARNING BY COLLECTING FEATURES OF DATA AND APPARATUS THEREOF LEY, SALLY THI 70d overdue
19000942 RADIOLOGY REPORT GENERATION SYSTEM AND METHOD BLANCHETTE, JOSHUA B 35d overdue
18334836 METHOD AND APPARATUS FOR ANALYZING BIOMARKERS PAULS, JOHN A 30d overdue
19084997 METHOD AND APPARATUS FOR ANALYZING BIOMARKER SHELDEN, BION A 5d
18528923 METHOD AND SYSTEM FOR PARALLEL PROCESSING FOR MEDICAL IMAGE TRANDAI, CINDY HUYEN 22d
18384421 METHOD FOR TRAINING NEURAL NETWORK AND DEVICE THEREOF SUN, JIANGENG 75d
17502661 METHOD AND APPARATUS FOR PROVIDING INFORMATION ASSOCIATED WITH IMMUNE PHENOTYPES FOR PATHOLOGY SLIDE IMAGE MINCHELLA, KAITLYN L

Top Art Units

Art UnitApps
3685 1
3684 1
2648 1
2671 1
3683 1
1685 1
2147 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19084997 METHOD AND APPARATUS FOR ANALYZING BIOMARKER SHELDEN, BION A 3685 §103 Non-Final OA 5d Pending Mar 20, 2025
19000942 RADIOLOGY REPORT GENERATION SYSTEM AND METHOD BLANCHETTE, JOSHUA B 3684 §103 Non-Final OA 35d overdue Pending Dec 24, 2024
18528923 METHOD AND SYSTEM FOR PARALLEL PROCESSING FOR MEDICAL IMAGE TRANDAI, CINDY HUYEN 2648 §103 Non-Final OA 22d Pending Dec 05, 2023
18384421 METHOD FOR TRAINING NEURAL NETWORK AND DEVICE THEREOF SUN, JIANGENG 2671 §103 Final Rejection 75d Pending Oct 27, 2023
18334836 METHOD AND APPARATUS FOR ANALYZING BIOMARKERS PAULS, JOHN A 3683 §103 Non-Final OA 30d overdue Pending Jun 14, 2023
17502661 METHOD AND APPARATUS FOR PROVIDING INFORMATION ASSOCIATED WITH IMMUNE PHENOTYPES FOR PATHOLOGY SLIDE IMAGE MINCHELLA, KAITLYN L 1685 §103 Final Rejection Pending Oct 15, 2021
17077114 METHOD OF MACHINE-LEARNING BY COLLECTING FEATURES OF DATA AND APPARATUS THEREOF LEY, SALLY THI 2147 §103 Final Rejection 70d overdue Pending Oct 22, 2020

Managing LUNIT INC.'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