Prosecution Insights
Last updated: October 04, 2026

Spq Ip LLC

Technology areas: Transportation, E-Commerce & Mechanical Systems • Medical Devices & Mechanical Engineering

13 pending office actions • 2 clients • 13 examiners • 9 art units • 0 of 13 (0%) have an AI response strategy ready

Analysis

SPQ IP LLC manages 47 career applications in the Medical Devices & Mechanical Engineering technology area. The firm has a resolved allowance rate pct of 88.89. Its prosecution history shows an avg office actions per allowance of 3.75.

Currently, the firm has 13 pending office actions to address. The 88.89 resolved allowance rate pct for its 47 career applications indicates the firm's success rate in its primary technology area. An avg office actions per allowance of 3.75 provides a benchmark for its examination process.

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

Quality Metrics (n=47 apps, methodology: how we score firms)

88.9%
Allowance Rate
n=47
+0.60σ
Allowance Rate (norm)
n=47
—
OAs to Allowance
n=8 (min 20)
—
OAs to Allow (norm)
n=8 (min 20)
—
Time to Allowance
n=8 (min 20)
+33.3pp
Interview Lift
n=47
144.4%
RCE Rate
n=47
3.7%
Appeal Rate
n=47

Rejection Performance (% of received rejections ultimately overcome)

—
§101 Overcome
n=13 (min 20)
13.6%
§102 Overcome
n=22
15.6%
§103 Overcome
n=32
—
§112 Overcome
n=12 (min 20)

Specialization & Scale

A61B, G06T, G16H
Top CPC Subclasses
78%
Top-3 CPC Share
n=47
1
Practitioners
n=47
47.0
Apps / Practitioner
n=47

Portfolio Summary

13
Total Pending OAs
6
Non-Final OAs
6
Final Rejections
1
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.

6
Overdue
0
Due this week
1
Due this month
1
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 (6)Due ≤ 30 days (1)Due ≤ 60 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.

6
Hard (46%)
7
Medium (54%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other3 (23%)
§103 only7 (54%)
Multi-statute (no §101)3 (23%)

Industry Mix

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

0
Life Sciences
0% of docket
1
Information Tech
8% of docket
2
Communications
15% of docket
1
Semiconductors
8% of docket
9
Mechanical / Eng
69% 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.

130 h
Manual time on pending OAs
26 h
Time saved (low, 20%)
46 h
Time saved (mid, 35%)
1.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
FANG, MICHAEL YIMING 1 61.9% +39.6%
MALDONADO, STEVEN 1 26.9% +42.9%
ATALA, JAMIE JO 1 48.5% +35.6%
LI, JOHN DENNY 1 63.2% +48.4%
BREIER, KRYSTINE E 1 82.3% +8.2%
NGUYEN, TRAN N 1 61.9% +16.8%
ALDARRAJI, ZAINAB MOHAMMED 1 66.7% +18.7%
CELESTINE, NYROBI I 1 81.4% +23.1%
MORICE DE VARGAS, SARA JESSICA 1 8.8% +22.1%
BEE, ANDREW W. 1 73.2% +31.8%

Hard Cases (7)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 7 ordered by deadline are shown.

App #TitleExaminerDue in
18597458 SYSTEM AND METHOD FOR TRAINING ARTIFICIAL INTELLIGENCE MODELS USING SUB-GROUP TRAINING DATASETS OF A MAJORTIY CLASS OF SAMPLES MORICE DE VARGAS, SARA JESSICA 56d overdue
19061813 METHOD FOR QUANTIFYING BREAST DENSITY AND ULTRASONIC IMAGING SYSTEM FANG, MICHAEL YIMING 49d overdue
19044358 ULTRASOUND IMAGING METHOD, ULTRASOUND IMAGING SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM MALDONADO, STEVEN 35d overdue
18594805 ADVANCED ULTRASOUND IMAGING SYSTEMS FOR LUNG DIAGNOSTICS BEE, ANDREW W. 35d overdue
18889284 SCANNING CONTROL METHOD AND APPARATUS FOR ULTRASOUND SCANNING SYSTEM, AND ULTRASOUND SCANNING SYSTEM CELESTINE, NYROBI I 41d
19005219 SYSTEM FOR CALIBRATION OF AN ULTRASOUND PROBE BASED ON DETERMINED SENSITIVITES OF TRANSDUCER ELEMENTS OF THE ULTRASOUND PROBE BREIER, KRYSTINE E —
18967196 SYSTEM FOR DETERMINING A MEDICAL IMAGE CORRESPONDING TO A RADIOLOGY REPORT USING ARTIFICIAL INTELLIGENCE MODELS NGUYEN, TRAN N —

Interview Candidates (9)

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 8 ordered by deadline are shown.

App #TitleExaminerDue in
18597458 SYSTEM AND METHOD FOR TRAINING ARTIFICIAL INTELLIGENCE MODELS USING SUB-GROUP TRAINING DATASETS OF A MAJORTIY CLASS OF SAMPLES MORICE DE VARGAS, SARA JESSICA 56d overdue
19061813 METHOD FOR QUANTIFYING BREAST DENSITY AND ULTRASONIC IMAGING SYSTEM FANG, MICHAEL YIMING 49d overdue
19044358 ULTRASOUND IMAGING METHOD, ULTRASOUND IMAGING SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM MALDONADO, STEVEN 35d overdue
18594805 ADVANCED ULTRASOUND IMAGING SYSTEMS FOR LUNG DIAGNOSTICS BEE, ANDREW W. 35d overdue
18889284 SCANNING CONTROL METHOD AND APPARATUS FOR ULTRASOUND SCANNING SYSTEM, AND ULTRASOUND SCANNING SYSTEM CELESTINE, NYROBI I 41d
19008083 SINGLE ML/AI MODEL ON MULTIPLE ULTRASOUND PLATFORMS AND FOR MULTIPLE SCANNING MODES ATALA, JAMIE JO —
19008164 SINGLE ML/AI MODEL ON MULTIPLE ULTRASOUND PLATFORMS AND FOR MULTIPLE SCANNING MODES LI, JOHN DENNY —
18967196 SYSTEM FOR DETERMINING A MEDICAL IMAGE CORRESPONDING TO A RADIOLOGY REPORT USING ARTIFICIAL INTELLIGENCE MODELS NGUYEN, TRAN N —

Client Portfolio (2 clients)

Client (Assignee)Pending OAs
GE Precision Healthcare LLC 11
Caption Health 2

Top Art Units

Art UnitApps
37983
37973
24861
36451
36851
36811
26771
26821
28361

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19061813 METHOD FOR QUANTIFYING BREAST DENSITY AND ULTRASONIC IMAGING SYSTEM GE Precision Healthcare LLC FANG, MICHAEL YIMING 3798 §101§103 Final Rejection 49d overdue Pending Feb 24, 2025
19044358 ULTRASOUND IMAGING METHOD, ULTRASOUND IMAGING SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM GE Precision Healthcare LLC MALDONADO, STEVEN 3797 §103 Non-Final OA 35d overdue Pending Feb 03, 2025
19008083 SINGLE ML/AI MODEL ON MULTIPLE ULTRASOUND PLATFORMS AND FOR MULTIPLE SCANNING MODES GE Precision Healthcare LLC ATALA, JAMIE JO 2486 §103 Non-Final OA — Pending Jan 02, 2025
19008164 SINGLE ML/AI MODEL ON MULTIPLE ULTRASOUND PLATFORMS AND FOR MULTIPLE SCANNING MODES GE Precision Healthcare LLC LI, JOHN DENNY 3798 §103 Final Rejection — Pending Jan 02, 2025
19005219 SYSTEM FOR CALIBRATION OF AN ULTRASOUND PROBE BASED ON DETERMINED SENSITIVITES OF TRANSDUCER ELEMENTS OF THE ULTRASOUND PROBE GE Precision Healthcare LLC BREIER, KRYSTINE E 3645 §102§103 Non-Final OA — Pending Dec 30, 2024
18967196 SYSTEM FOR DETERMINING A MEDICAL IMAGE CORRESPONDING TO A RADIOLOGY REPORT USING ARTIFICIAL INTELLIGENCE MODELS GE Precision Healthcare LLC NGUYEN, TRAN N 3685 §101§102 Non-Final OA — Pending Dec 03, 2024
18893265 ULTRASOUND PROBE, SYSTEM, AND METHOD FOR MOVING A TRANSDUCER OF THE ULTRASOUND PROBE BETWEEN A NEUTRAL POSITION AND AN OFFSET POSITION BASED ON DETECTING A NON-USAGE TRIGGER OR A USAGE TRIGGER GE Precision Healthcare LLC ALDARRAJI, ZAINAB MOHAMMED 3797 §103 Final Rejection — Pending Sep 23, 2024
18889284 SCANNING CONTROL METHOD AND APPARATUS FOR ULTRASOUND SCANNING SYSTEM, AND ULTRASOUND SCANNING SYSTEM GE Precision Healthcare LLC CELESTINE, NYROBI I 3798 §102§103 Non-Final OA 41d Pending Sep 18, 2024
18597458 SYSTEM AND METHOD FOR TRAINING ARTIFICIAL INTELLIGENCE MODELS USING SUB-GROUP TRAINING DATASETS OF A MAJORTIY CLASS OF SAMPLES GE Precision Healthcare LLC MORICE DE VARGAS, SARA JESSICA 3681 §101§103 Final Rejection 56d overdue Pending Mar 06, 2024
18594805 ADVANCED ULTRASOUND IMAGING SYSTEMS FOR LUNG DIAGNOSTICS Caption Health, Inc. BEE, ANDREW W. 2677 §102§103 Final Rejection 35d overdue Pending Mar 04, 2024
18420004 ULTRASOUND CONTRAST AGENT INDICATOR Caption Health, Inc. CWERN, JONATHAN 3797 §103 Final Rejection 26d Pending Jan 23, 2024
18541916 MEDICAL SCANNING DEVICE GE Precision Healthcare LLC HUNTSINGER, PETER K 2682 §103 Non-Final OA 1d overdue Pending Dec 15, 2023
18458736 METHODS AND SYSTEMS FOR POWER SUPPLY GE Precision Healthcare LLC SWEET, JOSHUA JAMES 2836 §103 Non-Final OA 56d overdue Pending Aug 30, 2023

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