Prosecution Insights
Last updated: May 29, 2026

Stein IP LLC

64 pending office actions • 23 clients • 57 examiners • 43 art units • 0 of 64 (0%) have an AI response strategy ready • 205 patents granted in the last 365 days

Portfolio Summary

64
Total Pending OAs
46
Non-Final OAs
17
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 63 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

28
Overdue
3
Due this week
23
Due this month
6
Due in next 60 days
3
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. 63 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (28)Due ≤ 7 days (3)Due ≤ 30 days (23)Due ≤ 60 days (6)Due later (3)

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.

1
Hard (2%)
55
Medium (86%)
6
Easy (9%)
2
Unknown (3%)

Rejection Statute Mix

BucketCases
§101 only1 (2%)
§103 only42 (66%)
§102 only13 (20%)
§112 only6 (9%)
No statute on record2 (3%)

Industry Mix

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

6
Life Sciences
9% of docket
6
Information Tech
9% of docket
1
Communications
2% of docket
21
Semiconductors
33% of docket
29
Mechanical / Eng
45% of docket
1
Business / Other
2% 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.

640 h
Manual time on pending OAs
128 h
Time saved (low, 20%)
224 h
Time saved (mid, 35%)
5.6 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
ELEY, JESSICA L 2 83.3% +5.6%
NGO, HOANG X 2 93.5% +6.9%
CICCHINO, PATRICK D 2 80.7% +13.3%
IMPINK, MOLLIE LLEWELLYN 2 55.5% +23.7%
HEREDIA OCASIO, ARLENE J 2 75.2% +3.9%
QUINN, NATASHA DEPHENIA 2 93.3% +7.1%
NEWAY, BLAINE GIRMA 2 29.7% +40.4%
SANDERS, HOWARD J 1 80.9% +7.9%
GOKHALE, PRASAD V 1 85.8% +8.3%
THERRIEN, CARLA J 1 86.5% +4.4%

Quick Wins (11)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18767457 INKJET RECORDING APPARATUS QUINN, NATASHA DEPHENIA 46d overdue
18731888 INK-JET RECORDING APPARATUS QUINN, NATASHA DEPHENIA 43d overdue
18762292 BELT CONVEYOR DEVICE AND IMAGE FORMING APPARATUS CICCHINO, PATRICK D 2d overdue
19047140 IMAGE FORMING APPARATUS NGO, HOANG X 8d
19068580 IMAGE FORMING APPARATUS ELEY, JESSICA L 12d
19084200 SHEET DISCHARGING DEVICE AND SHEET POST-PROCESSING APPARATUS THEREWITH, AND IMAGE FORMING SYSTEM GOKHALE, PRASAD V 15d
19053974 IMAGE FORMING APPARATUS THERRIEN, CARLA J 22d
19048557 INTERMEDIATE TRANSFER UNIT, IMAGE FORMING APPARATUS INCLUDING SAME AND METHOD FOR MANUFACTURING INTERMEDIATE TRANSFER UNIT NGO, HOANG X 26d

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
18142395 APPARATUS FOR SEARCHING SODIUM SUPERION CONDUCTOR MATERIAL USING MACHINE LEARNING METHOD HUYNH, PHUONG 22d
18718919 COLLAPSIBLE CONTAINER NEWAY, BLAINE GIRMA 28d
18718587 COLLAPSIBLE CONTAINER NEWAY, BLAINE GIRMA 28d

Interview Candidates (6)

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 6 ordered by deadline are shown.

App #TitleExaminerDue in
19018916 CUSHIONING MEMBER FOR PACKED OBJECT IMPINK, MOLLIE LLEWELLYN 17d overdue
19020088 CUSHIONING STRUCTURE FOR PACKED OBJECT IMPINK, MOLLIE LLEWELLYN 15d overdue
18762292 BELT CONVEYOR DEVICE AND IMAGE FORMING APPARATUS CICCHINO, PATRICK D 2d overdue
18718919 COLLAPSIBLE CONTAINER NEWAY, BLAINE GIRMA 28d
18718587 COLLAPSIBLE CONTAINER NEWAY, BLAINE GIRMA 28d
19045222 SHEET CONVEYING APPARATUS AND IMAGE FORMING APPARATUS CICCHINO, PATRICK D 40d

Client Portfolio (23 clients)

Top Art Units

Art UnitApps
28538
28527
36533
37982
36192
37472
37992
37352
28572
36631

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19195973 SHEET FEEDING DEVICE AND IMAGE FOMING APPRATUS THEREWITH Kyocera Document Solutions Inc. SANDERS, HOWARD J 3653 §103 Non-Final OA 56d Pending May 01, 2025
19084200 SHEET DISCHARGING DEVICE AND SHEET POST-PROCESSING APPARATUS THEREWITH, AND IMAGE FORMING SYSTEM Kyocera Document Solutions Inc. GOKHALE, PRASAD V 3653 §102 Non-Final OA 15d Pending Mar 19, 2025
19068580 IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. ELEY, JESSICA L 2852 §103 Non-Final OA 12d Pending Mar 03, 2025
19068626 INTERMEDIATE TRANSFER UNIT, IMAGE FORMING APPARATUS, AND METHOD OF MANUFACTURING AN INTERMEDIATE TRANSFER UNIT Kyocera Document Solutions Inc. ELEY, JESSICA L 2852 §103 Non-Final OA 41d Pending Mar 03, 2025
19053974 IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. THERRIEN, CARLA J 2852 §103 Non-Final OA 22d Pending Feb 14, 2025
19051676 ULTRASOUND DIAGNOSTIC TOOL FOR RENAL FIBROSIS ASSESSMENT The Hong Kong Polytechnic University YANG, YI-SHAN 3798 §103 Non-Final OA 14d Pending Feb 12, 2025
19048557 INTERMEDIATE TRANSFER UNIT, IMAGE FORMING APPARATUS INCLUDING SAME AND METHOD FOR MANUFACTURING INTERMEDIATE TRANSFER UNIT Kyocera Document Solutions Inc. NGO, HOANG X 2852 §102 Non-Final OA 26d Pending Feb 07, 2025
19047140 IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. NGO, HOANG X 2852 §102 Non-Final OA 8d Pending Feb 06, 2025
19045222 SHEET CONVEYING APPARATUS AND IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. CICCHINO, PATRICK D 3619 §103 Non-Final OA 40d Pending Feb 04, 2025
19024997 INSTALLATION STRUCTURE FOR RESERVOIR TANK Suzuki Motor Corporation LATHERS, KEVIN ANTHONY 3747 §103 Non-Final OA 7d Pending Jan 16, 2025
19020088 CUSHIONING STRUCTURE FOR PACKED OBJECT Suzuki Motor Corporation IMPINK, MOLLIE LLEWELLYN 3799 §112 Non-Final OA 15d overdue Pending Jan 14, 2025
19018916 CUSHIONING MEMBER FOR PACKED OBJECT Suzuki Motor Corporation IMPINK, MOLLIE LLEWELLYN 3799 §112 Non-Final OA 17d overdue Pending Jan 13, 2025
19015285 SYSTEM FOR PROVIDING GUIDED AND MONITORED EXERCISE ROUTINES The Hong Kong Polytechnic University LI, JOHN DENNY 3798 §103 Non-Final OA 14d Pending Jan 09, 2025
19010894 IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. HEREDIA OCASIO, ARLENE J 2852 §102 Non-Final OA 33d Pending Jan 06, 2025
18972033 FIXING DEVICE AND IMAGE FORMING APPARATUS PROVIDED THEREWITH Kyocera Document Solutions Inc. HEREDIA OCASIO, ARLENE J 2852 §103 Non-Final OA 26d Pending Dec 06, 2024
18958987 AUTOMATIC DOCKING DEVICE AND AUTOMATIC DOCKING SYSTEM Suzuki Motor Corporation SILVA, MICHAEL THOMAS 3663 §103 Non-Final OA 10d overdue Pending Nov 25, 2024
18956572 REMOTE CONTROL DEVICE Suzuki Motor Corporation BEDEWI, RAMI NABIH 3666 §103 Non-Final OA 28d Pending Nov 22, 2024
18952491 FUEL VAPOR PROCESSING DEVICE AND COMPONENT UNIT Suzuki Motor Corporation MOUBRY, JAMES G 3747 §102 Final Rejection 21d Pending Nov 19, 2024
18848756 METHODS FOR REDUCING PACKET LOSS DURING SLOW START STAGE OF A SESSION Pismo Labs Technology Limited DUONG, OANH 2441 §103 Non-Final OA 19d Pending Sep 19, 2024
18884000 JUICER Hurom Co., Ltd. MCPARTLIN, SARAH BURNHAM 3993 §103 Non-Final OA 9d overdue Pending Sep 12, 2024
18815491 BERTHING ASSISTANCE DEVICE Suzuki Motor Corporation PAIGE, TYLER D 3664 §103 Final Rejection 70d Pending Aug 26, 2024
18806106 MULTILAYER CERAMIC ELECTRONIC DEVICE, MANUFACTURING METHOD OF THE SAME, AND CIRCUIT BOARD Taiyo Yuden Co., Ltd. FERGUSON, DION 2848 §103 Non-Final OA 8d Pending Aug 15, 2024
18805275 MAINTENANCE DEVICE AND INKJET RECORDING APPARATUS Kyocera Document Solutions Inc. AMEH, YAOVI M 2853 Other Non-Final OA 16d overdue Pending Aug 14, 2024
18777226 FLUID-FLOW CONTROL DEVICE Ham-Let (Israel-Canada) Ltd. MCCALISTER, WILLIAM M 3753 §103 Final Rejection 60d overdue Pending Jul 18, 2024
18767457 INKJET RECORDING APPARATUS Kyocera Document Solutions Inc. QUINN, NATASHA DEPHENIA 2853 §103 Non-Final OA 46d overdue Pending Jul 09, 2024
18763889 METHODS TO REMEDIATE SOIL CONTAMINATED WITH POLY- AND/OR PERFLUORO ALKYL SUBSTANCES (PFAS), AND/OR OTHER ANIONIC ORGANIC CONTAMINANTS Government Of The United States AS Represented By The Administrator Of The U.S. FIORELLO, BENJAMIN F 3678 §103 Non-Final OA 4d overdue Pending Jul 03, 2024
18762292 BELT CONVEYOR DEVICE AND IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. CICCHINO, PATRICK D 3619 §103 Final Rejection 2d overdue Pending Jul 02, 2024
18760618 BELT CONVEYOR DEVICE AND IMAGE FORMING APPARATUS Kyocera Document Solutions Inc. TAWFIK, SAMEH 3731 §102 Final Rejection 72d Pending Jul 01, 2024
18760962 INKJET RECORDING APPARATUS Kyocera Document Solutions Inc. POLK, SHARON A 2853 §112 Non-Final OA 35d overdue Pending Jul 01, 2024
18724502 A VISUAL TARGET ASSISTED WORKOUT DEVICE Hyperlab Sportech Private Limited UTAMA, ROBERT J 3715 §103 Non-Final OA 13d Pending Jun 26, 2024
18718919 COLLAPSIBLE CONTAINER Kyocera Document Solutions Inc. NEWAY, BLAINE GIRMA 3735 §103 Non-Final OA 28d Pending Jun 12, 2024
18718587 COLLAPSIBLE CONTAINER Kyocera Document Solutions Inc. NEWAY, BLAINE GIRMA 3735 §103 Non-Final OA 28d Pending Jun 11, 2024
18718229 COLLAPSIBLE CONTAINER Kyocera Document Solutions Inc. ISLAM, SANJIDUL 3736 §103 Final Rejection 23d overdue Pending Jun 10, 2024
18732088 INK-JET RECORDING APPARATUS Kyocera Document Solutions Inc. RICHMOND, SCOTT A. 2853 §103 Non-Final OA 28d overdue Pending Jun 03, 2024
18731888 INK-JET RECORDING APPARATUS Kyocera Document Solutions Inc. QUINN, NATASHA DEPHENIA 2853 §103 Non-Final OA 43d overdue Pending Jun 03, 2024
18731920 OPTICAL SCANNING DEVICE AND IMAGE FORMING APPARATUS INCLUDING THE SAME Kyocera Document Solutions Inc. VO, ANH T N 2853 §102 Non-Final OA 29d Pending Jun 03, 2024
18704794 SPRAY BOTTLE Chongqing Tianyu Electronic Commerce Co., Ltd. PANCHOLI, VISHAL J 3754 §103 Non-Final OA 77d overdue Pending Apr 25, 2024
18640594 INKJET RECORDING APPARATUS Kyocera Document Solutions Inc. VALENCIA, ALEJANDRO 2853 §103 Final Rejection 44d overdue Pending Apr 19, 2024
18617235 MULTILAYER CERAMIC ELECTRONIC DEVICE Taiyo Yuden Co., Ltd. MCFADDEN, MICHAEL P 2847 §103 Non-Final OA 8d Pending Mar 26, 2024
18409451 SHEET DISCHARGE DEVICE, AND SHEET POSTPROCESSING DEVICE, IMAGE FORMING APPARATUS, PLUS IMAGE FORMING SYSTEM EACH INCLUDING THE SHEET DISCHARGE DEVICE Kyocera Document Solutions Inc. NICHOLSON III, LESLIE AUGUST 3653 §103 Final Rejection 79d overdue Pending Jan 10, 2024
18396468 COWLING STRUCTURE Suzuki Motor Corporation PANG, ROGER L 3655 §102 Non-Final OA 1d overdue Pending Dec 26, 2023
18396208 COWLING STRUCTURE Suzuki Motor Corporation COLILLA, DANIEL JAMES 3612 §102 Non-Final OA 5d Pending Dec 26, 2023
18391871 CLEANING LIQUID Kyocera Document Solutions Inc. PAUL, SHREYA 1761 §103 Non-Final OA 71d Pending Dec 21, 2023
18515576 METHOD, APPARATUS AND SYSTEM FOR AUTOMATICALLY SCALING DYNAMIC COMPUTING RESOURCES BASED ON PREDICTED TRAFFIC PATTERNS Foundation Of Soongsil University-Industry Cooperation TOLENTINO, RODERICK 2439 §103 Non-Final OA 7d Pending Nov 21, 2023
18511813 METHOD FOR BUILDING AND DEPLOYING INFORMATION LEAKAGE PREVENTION APPLICATION BASED ON CONTAINER Somansa Co., Ltd. KABIR, MOHAMMAD H 2192 §112 Non-Final OA 97d overdue Pending Nov 16, 2023
18507700 ACOUSTIC WAVE DEVICE, FILTER, AND MULTIPLEXER Taiyo Yuden Co., Ltd. TRA, ANH QUAN 2843 §103 Non-Final OA 56d Pending Nov 13, 2023
18490575 INKJET INK AND INKJET RECORDING APPARATUS Kyocera Document Solutions Inc. SHENDEROV, ALEXANDER D 2853 §112 Final Rejection 100d overdue Pending Oct 19, 2023
18470168 METHOD OF COMMUNICATING VEHICLE DATA FOR VEHICLE CONTROL UNIONPLACE CO., LTD. SHOLEMAN, ABU S 2496 §103 Non-Final OA 133d overdue Pending Sep 19, 2023
18462205 AUTOMATIC DETECTION SYSTEM FOR INSTALLATION OF INTELLIGENT DOOR LOCK Pin Genie Limited FORRISTALL, JOSHUA L 2857 §112 Non-Final OA 60d overdue Pending Sep 06, 2023
18547851 NATURAL EXCIPIENT HAVING MULTIFUNCTIONAL APPLICATION AND PROCESSES FOR THE PREPARATION THEREOF Regeron, Inc. LEE, CHIHYI NMN 1628 §102 Non-Final OA 56d overdue Pending Aug 24, 2023
18365827 FIXING STRUCTURE Suzuki Motor Corporation LEE, MICHAEL S 3677 §102 Final Rejection 42d Pending Aug 04, 2023
18035696 PHOTOACOUSTIC DIAGNOSTIC DEVICE AND METHOD Hme Square Inc. HEALY, NOAH MICHAEL 3791 Other Final Rejection 70d overdue Pending May 17, 2023
18142395 APPARATUS FOR SEARCHING SODIUM SUPERION CONDUCTOR MATERIAL USING MACHINE LEARNING METHOD Foundation Of Soongsil University-Industry Cooperation HUYNH, PHUONG 2857 §101 Non-Final OA 22d Pending May 02, 2023
18135593 DYNAMIC SECURITY POLICY ENFORCEMENT METHOD FOR CONTAINER SYSTEM, RECORDING MEDIUM AND SYSTEM FOR PERFORMING THE SAME Foundation Of Soongsil University-Industry Cooperation AVERY, BRIAN WILLIAM 2495 §103 Non-Final OA 17d overdue Pending Apr 17, 2023
18134107 HYDROGEL PREPARATION METHOD USING CROSSLINKING STRUCTURE CONTROL BY ELECTRON BEAM IRRADIATION AND NATURAL POLYSACCHARIDE HYDROGEL PREPARED BY THE SAME BIOCOS INC. MCDONOUGH, JAMES E 1734 §103 Non-Final OA 22d Pending Apr 13, 2023
18028093 SOLID OXIDE FUEL CELL AND MANUFACTURING METHOD OF THE SAME Taiyo Yuden Co., Ltd. SIDDIQUEE, MUHAMMAD S 1723 §103 Non-Final OA 2d overdue Pending Mar 23, 2023
18021368 POROUS MULTILAYER TUBULAR STRUCTURE HAVING PHYSIOLOGICALLY ACTIVE SUBSTANCES CONTAINED IN PORES Dae Joong Kim BARIA, DINAH N 3774 §103 Final Rejection 35d overdue Pending Feb 14, 2023
18020904 APPARATUS AND METHOD FOR DETECTION AND CLASSIFICATION OF MALICIOUS CODES BASED ON ADJACENCY MATRIX Foundation Of Soongsil University-Industry Cooperation CHOLLETI, RAGHAVENDER NMN 2492 §103 Final Rejection 19d Pending Feb 10, 2023
18104592 SUBSTRATE CHUCK USED IN SCRUBBING PROCESS Kctech Co., Ltd. BESLER, CHRISTOPHER JAMES 3726 §103 Final Rejection 27d Pending Feb 01, 2023
18087443 DIGITAL ULTRAVIOLET LITHOGRAPHY METHOD AND APPARATUS The Hong Kong Polytechnic University DOAN, NGHIA M 2851 §103 Final Rejection 4d overdue Pending Dec 22, 2022
18007690 KIT AND METHOD Denka Company Limited EIX, EMILY FAY 1653 §102 Final Rejection 8d Pending Dec 01, 2022
17926432 A CONTINUOUS LAYOUT RANDOM TILE AND METHOD THEREOF Rey Cera Creation Private Limited HUNTSINGER, PETER K 2682 §103 Non-Final OA Pending Nov 18, 2022
17860837 MULTI-ROTOR AIRCRAFTS WITH PASSIVELY TILTABLE ROTOR GROUPS AND METHODS OF MAKING AND USING THE SAME Shift Dynamics Inc. GORDON, ANNA L 3642 §103 Non-Final OA 26d Pending Jul 08, 2022
17290986 STERILIZING ELECTRODES SET, METHOD OF STERILIZING AND STERILIZATION APPARATUS USING SAME Apa Science Inc. JEBUTU, MOFOLUWASO SIMILOLUWA 1795 §102 Final Rejection 92d overdue Pending May 03, 2021

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