Prosecution Insights
Last updated: October 25, 2026

Ked & Associates, LLP

Technology area: Medical Devices & Mechanical Engineering

160 pending office actions • 8 clients • 123 examiners • 46 art units • 0 of 160 (0%) have an AI response strategy ready

Analysis

KED & ASSOCIATES, LLP handles Medical Devices & Mechanical Engineering matters and has 161 pending office actions from 11920 career applications. The pending docket and application total together describe a substantial prosecution practice in the stated technology area.

The resolved allowance rate is 87.29%, with an average of 3.64 office actions per allowance. The rate supplies a resolved-outcome measure, while the action average indicates that allowances commonly follow multiple office-action exchanges.

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

Quality Metrics (n=11920 apps, methodology: how we score firms)

87.3%
Allowance Rate
n=11920
+0.57σ
Allowance Rate (norm)
n=11920
3.6
OAs to Allowance
n=9303
+0.18σ
OAs to Allow (norm)
n=9303
1089 days
Time to Allowance
n=9303
+6.3pp
Interview Lift
n=11920
31.0%
RCE Rate
n=11920
0.5%
Appeal Rate
n=11920

Rejection Performance (% of received rejections ultimately overcome)

85.3%
§101 Overcome
n=346
83.5%
§102 Overcome
n=4362
84.2%
§103 Overcome
n=6934
85.0%
§112 Overcome
n=4078

Specialization & Scale

F25D, G06F, D06F
Top CPC Subclasses
12%
Top-3 CPC Share
n=11920
5
Practitioners
n=11920
2384.0
Apps / Practitioner
n=11920

Portfolio Summary

160
Total Pending OAs
106
Non-Final OAs
48
Final Rejections
6
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 29 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

9
Overdue
2
Due this week
13
Due this month
4
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. 29 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (9)Due ≤ 7 days (2)Due ≤ 30 days (13)Due ≤ 60 days (4)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.

84
Hard (52%)
69
Medium (43%)
6
Easy (4%)
1
Unknown (1%)

Rejection Statute Mix

BucketCases
§101 + other4 (2%)
§103 only57 (36%)
§102 only11 (7%)
§112 only4 (2%)
Double-patenting only2 (1%)
Double-patenting + other1 (1%)
Multi-statute (no §101)80 (50%)
No statute on record1 (1%)

Industry Mix

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

22
Life Sciences
14% of docket
2
Information Tech
1% of docket
5
Communications
3% of docket
31
Semiconductors
19% of docket
95
Mechanical / Eng
59% of docket
5
Business / Other
3% 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.

1,600 h
Manual time on pending OAs
320 h
Time saved (low, 20%)
560 h
Time saved (mid, 35%)
14.0 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
GAYE, SAMBA NMN 8 62.2% +32.8%
OSWALD, KIRSTIN U 8 59.4% +32.1%
TRAN, HANH VAN 4 74.1% +13.8%
DELEON, DARIO ANTONIO 3 65.3% +30.9%
SHIRSAT, VIVEK K 3 74.3% +27.9%
HENSON, KATINA N 3 56.8% +31.5%
TRPISOVSKY, JOSEPH F 2 70.4% +19.8%
SHAHINIAN, LEVON J 2 85.7% -6.5%
MARTIN, ELIZABETH J 2 78.8% +20.7%
MILLER, CAMERON KENNETH 2 81.6% +0.3%

Quick Wins (4)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
19110527 LAUNDRY TREATING APPARATUS AND CONTROL METHOD FOR SAME SHAHINIAN, LEVON J —
19107756 LAUNDRY TREATING APPARATUS AND CONTROL METHOD FOR SAME SHAHINIAN, LEVON J —
18991920 LUMINESCENT ANTIBACTERIAL GLASS COMPOSITION AND METHOD FOR PREPARING LUMINESCENT ANTIBACTERIAL GLASS POWDERS INCLUDING THE SAME MILLER, CAMERON KENNETH —
18843083 DETERGENT GLASS COMPOSITION AND METHOD FOR PREPARING DETERGENT GLASS POWDER BY USING SAME MILLER, CAMERON KENNETH —

Hard Cases (84)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18688182 PLANT CULTIVATOR REYES, EDGAR 66d overdue
18034851 VACUUM ADIABATIC BODY PLESZCZYNSKA, JOANNA 43d overdue
18559640 DEVICE FOR PREDICTION PURPOSE OF STAY AND METHOD FOR PREDICTING PURPOSE OF STAY TRUONG, BENJAMIN LY 31d overdue
18037692 FOLDING MEMBER AND DISPLAY DEVICE COMPRISING SAME VONCH, JEFFREY A 24d overdue
18802082 REFRIGERATOR MARTIN, ELIZABETH J 4d overdue
18277131 MASK DEVICE AND CONTROL METHOD THEREFOR ELLABIB, MAAP AHMED 4d overdue
18538053 REFRIGERATOR AND CONTROL METHOD THEREFOR GAYE, SAMBA NMN 7d
17790791 LIFT PIN, WAFER PROCESSING APPARATUS COMPRISING SAME, AND METHOD FOR PRODUCING WAFERS CHEN, JACK S J 9d

Interview Candidates (33)

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
18671437 ICE MAKER AND REFRIGERATOR COMPRISING SAME DELEON, DARIO ANTONIO 18d overdue
18802082 REFRIGERATOR MARTIN, ELIZABETH J 4d overdue
18270829 REFRIGERATOR TRAN, HANH VAN 6d
18538053 REFRIGERATOR AND CONTROL METHOD THEREFOR GAYE, SAMBA NMN 7d
18775751 HEAT SUPPLY APPARATUS DELEON, DARIO ANTONIO 14d
18675801 REFRIGERATOR OSWALD, KIRSTIN U 14d
18812566 REFRIGERATOR OSWALD, KIRSTIN U 15d
18017478 NOZZLE UNIT AND ROBOT CLEANER INCLUDING SAME HENSON, KATINA N 16d

Client Portfolio (8 clients)

Top Art Units

Art UnitApps
376336
372316
376110
37629
36378
28727
17834
28474
28934
17764

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19442173 FAN MOTOR LG Electronics Inc. COMLEY, ALEXANDER BRYANT 3746 §102§103§112 Non-Final OA — Pending Jan 07, 2026
19471459 FAN MOTOR LG Electronics Inc. LARGI, MATTHEW THOMAS 3746 §102§103 Non-Final OA — Pending Oct 01, 2025
19304241 LIGHTING DEVICE AND VEHICLE LAMP HAVING SAME LG Innotek Co., Ltd. KRYUKOVA, ERIN 2875 §103 Final Rejection — Pending Aug 19, 2025
19234529 LENS DRIVING DEVICE, CAMERA MODULE AND OPTICAL DEVICE LG Innotek Co., Ltd. GARCES-RIVERA, ANGEL L 2637 §102§103 Non-Final OA — Pending Jun 11, 2025
19224192 REFRIGERATOR HAVING PANEL ASSEMBLY LG Electronics Inc. NOUKETCHA, LIONEL W 3763 §103§112 Non-Final OA — Pending May 30, 2025
19200843 QUANTUM CRYPTOGRAPHY SERVICE APPARATUS AND QUANTUM CRYPTOGRAPHY COMMUNICATION SERVICE METHOD Korea Institute Of Science & Technology Information AYALA, KEVIN ALEXIS 2496 §101§102§112 Non-Final OA — Pending May 07, 2025
19194262 VACUUM ADIABATIC BODY AND REFRIGERATOR LG Electronics Inc. TRPISOVSKY, JOSEPH F 3763 §102 Non-Final OA — Pending Apr 30, 2025
19182843 CAMERA MODULE AND OPTICAL DEVICE LG Innotek Co., Ltd. FOSSELMAN, JOEL W 2639 §102 Non-Final OA — Pending Apr 18, 2025
19093505 SENSING DEVICE LG Innotek Co., Ltd. AURORA, REENA 2858 §112 Non-Final OA — Pending Mar 28, 2025
19110527 LAUNDRY TREATING APPARATUS AND CONTROL METHOD FOR SAME LG Electronics Inc. SHAHINIAN, LEVON J 1711 §102 Non-Final OA — Pending Mar 11, 2025
19074978 VACUUM ADIABATIC BODY AND REFRIGERATOR LG Electronics Inc. TRPISOVSKY, JOSEPH F §102§103§112 Non-Final OA — Pending Mar 10, 2025
19069855 IMAGE SENSOR PACKAGE AND CAMERA DEVICE COMPRISING SAME LG Innotek Co., Ltd. CHIU, WESLEY JASON 2639 §103§112 Final Rejection — Pending Mar 04, 2025
19107756 LAUNDRY TREATING APPARATUS AND CONTROL METHOD FOR SAME LG Electronics Inc. SHAHINIAN, LEVON J 1711 §102 Non-Final OA — Pending Feb 28, 2025
19107236 APPARATUS FOR TREATING LAUNDRY LG Electronics Inc. CHAUDHRI, OMAIR 1711 §102§103§112 Non-Final OA — Pending Feb 27, 2025
19065194 REFRIGERATOR LG Electronics Inc. GAYE, SAMBA NMN 3763 §103§112 Non-Final OA — Pending Feb 27, 2025
19063048 REFRIGERATOR LG Electronics Inc. MARTIN, ELIZABETH J §103§112 Non-Final OA — Pending Feb 25, 2025
19105885 POWER CONVERSION DEVICE LG Innotek Co., Ltd. CHOWDHURI, SWARNA N 2836 §102§103 Non-Final OA — Pending Feb 24, 2025
19053902 VACUUM ADIABATIC BODY LG Electronics Inc. POLLEY, CHRISTOPHER M 1785 §103Other Non-Final OA — Pending Feb 14, 2025
19103625 STORAGE CHAMBER LG Electronics Inc. TANENBAUM, TZVI SAMUEL 3763 §103 Non-Final OA — Pending Feb 13, 2025
19049254 DOOR FOR HOME APPLIANCE, HOME APPLIANCE, AND METHOD FOR MANUFACTURING THE SAME LG Electronics Inc. WILENSKY, MOSHE K 3637 §103 Non-Final OA — Pending Feb 10, 2025
19048224 VACUUM ADIABATIC BODY AND REFRIGERATOR LG Electronics Inc. NORDMEYER, PATRICIA L 1788 §102§103Other Non-Final OA — Pending Feb 07, 2025
19044954 CAMERA DEVICE LG Innotek Co., Ltd. VIEAUX, GARY C 2638 §102§103 Non-Final OA — Pending Feb 04, 2025
19038299 VACUUM ADIABATIC BODY LG Electronics Inc. HANDVILLE, BRIAN 1783 §103§112 Non-Final OA — Pending Jan 27, 2025
18992374 MOTOR AND PUMP COMPRISING SAME LG Innotek Co., Ltd. KASTURE, DNYANESH G 3746 §103§112 Non-Final OA — Pending Jan 08, 2025
18879326 REFRIGERATOR AND REFRIGERATOR DOOR UPGRADE KIT LG Electronics Inc. EIDE, ERIC T 3637 §103 Final Rejection — Pending Dec 27, 2024
18991920 LUMINESCENT ANTIBACTERIAL GLASS COMPOSITION AND METHOD FOR PREPARING LUMINESCENT ANTIBACTERIAL GLASS POWDERS INCLUDING THE SAME LG Electronics Inc. MILLER, CAMERON KENNETH 1731 §103 Non-Final OA — Pending Dec 23, 2024
18983966 PRINTED CIRCUIT BOARD AND PACKAGE SUBSTRATE INCLUDING SAME LG Innotek Co., Ltd. AYCHILLHUM, ANDARGIE M 2847 §103Other Non-Final OA — Pending Dec 17, 2024
18873845 CAMERA MODULE LG Innotek Co., Ltd. BARRY, STEVEN DANIEL 2638 §103 Non-Final OA — Pending Dec 11, 2024
18974058 REFRIGERATOR AND METHOD FOR CONTROLLING SAME LG Electronics Inc. OSWALD, KIRSTIN U 3763 §103 Final Rejection — Pending Dec 09, 2024
18967855 CIRCUIT BOARD LG Innotek Co., Ltd. NORRIS, JEREMY C §102 Non-Final OA — Pending Dec 04, 2024
18870551 OPTICAL SYSTEM AND CAMERA MODULE COMPRISING SAME LG Innotek Co., Ltd. MEBRAHTU, EPHREM ZERU 2872 §102§103§112 Non-Final OA — Pending Nov 29, 2024
18962080 AIR CONDITIONER LG Electronics Inc. CLARK, RYAN C 3745 §102§112 Non-Final OA — Pending Nov 27, 2024
18961911 AIR CONDITIONER AND METHOD FOR OPERATING AIR CONDITIONER LG Electronics Inc. WORKU, KIDEST 2119 §103§112 Non-Final OA — Pending Nov 27, 2024
18951206 VACUUM ADIABATIC BODY AND REFRIGERATOR LG Electronics Inc. ROERSMA, ANDREW MARK 3637 §103§112 Non-Final OA — Pending Nov 18, 2024
18950645 REFRIGERATOR LG Electronics Inc. GAYE, SAMBA NMN 3763 §103§112 Final Rejection — Pending Nov 18, 2024
18940991 ICE MAKER AND REFRIGERATOR INCLUDING THE SAME LG Electronics Inc. BAUER, CASSEY D 3763 §102§112 Final Rejection — Pending Nov 08, 2024
18939174 REFRIGERATOR LG Electronics Inc. GAYE, SAMBA NMN 3763 §102§112 Final Rejection — Pending Nov 06, 2024
18935814 WAFER EDGE POLISHING DRUM AND WAFER EDGE POLISHING EQUIPMENT INCLUDING THE SAME SK Siltron Co., Ltd. LUNDY, DANIEL STEFAN 3723 §102§103§112 Non-Final OA — Pending Nov 04, 2024
18861987 FILTER HAVING STACKED STRUCTURE AND ELECTRIC PRODUCT INCLUDING THE SAME LG Innotek Co., Ltd. GLENN, KIMBERLY E 2843 §102 Non-Final OA — Pending Oct 31, 2024
18921828 REFRIGERATOR LG Electronics Inc. DELEON, DARIO ANTONIO 3763 §103§112 Non-Final OA — Pending Oct 21, 2024
18855717 VACUUM CLEANER STATION LG Electronics Inc. RIVERA, CARLOS A 3723 §103§112 Non-Final OA — Pending Oct 10, 2024
18909677 REFRIGERATOR LG Electronics Inc. NORMAN, MARC E 3763 §112 Final Rejection — Pending Oct 08, 2024
18908412 REFRIGERATOR LG Electronics Inc. OSWALD, KIRSTIN U 3763 §103 Non-Final OA — Pending Oct 07, 2024
18904322 BURNER LG Electronics Inc. SHIRSAT, VIVEK K 3762 §103 Non-Final OA — Pending Oct 02, 2024
18903575 REFRIGERATOR AND METHOD FOR CONTROLLING SAME LG Electronics Inc. OSWALD, KIRSTIN U 3763 §103 Final Rejection — Pending Oct 01, 2024
18899541 REFRIGERATOR LG Electronics Inc. OSWALD, KIRSTIN U 3763 §112 Non-Final OA — Pending Sep 27, 2024
18899402 VACUUM ADIABATIC MODULE AND REFRIGERATOR LG Electronics Inc. TRAN, HANH VAN 3637 §103 Non-Final OA — Pending Sep 27, 2024
18709862 CIRCUIT BOARD AND SEMICONDUCTOR PACKAGE COMPRISING SAME LG Innotek Co., Ltd. NORRIS, JEREMY C 2847 §102 Non-Final OA — Pending Sep 24, 2024
18709620 CAMERA ACTUATOR, LENS TRANSFER DEVICE, AND CAMERA DEVICE COMPRISING SAME LG Innotek Co., Ltd. BOUTSIKARIS, LEONIDAS 2872 §103§112 Non-Final OA — Pending Sep 24, 2024
18849843 REFRIGERATOR LG Electronics Inc. VAZQUEZ, ANA M 3763 §102§103 Non-Final OA — Pending Sep 23, 2024

View all 160 →

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Frequently Asked Questions

What is Ked & Associates, LLP's patent allowance rate?

87.3% of resolved applications prosecuted by Ked & Associates, LLP were allowed, across 11,920 applications in USPTO records.

How many office actions does Ked & Associates, LLP average before allowance?

3.64 office actions per allowed application on average.

How many pending office actions does Ked & Associates, LLP have?

160 pending office actions as of October 2026, for 8 clients, before 123 examiners in 46 art units.

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