Prosecution Insights
Last updated: October 04, 2026

Shook, Hardy & Bacon LLP

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

38 pending office actions • 28 clients • 35 examiners • 27 art units • 0 of 38 (0%) have an AI response strategy ready

Analysis

SHOOK, HARDY & BACON LLP has managed 2602 career applications, primarily in the Transportation, E-Commerce & Mechanical Systems technology area. The firm has achieved a resolved allowance rate pct of 89.78. Currently, there are 34 pending office actions in its docket. The 2602 career applications reflect the firm's experience in handling mechanical and e-commerce related inventions.

The average office actions per allowance for this profile is 2.85. This figure suggests the prosecution process for reaching an allowance in the Transportation, E-Commerce & Mechanical Systems field. The 89.78 resolved allowance rate pct is an indicator of success for the 2602 career applications managed by the firm. With 34 pending office actions, the firm is actively engaged in the examination process. These data points offer a concise summary of the firm's performance and its focus on transportation and mechanical technology.

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

Quality Metrics (n=2602 apps, methodology: how we score firms)

89.8%
Allowance Rate
n=2602
+0.62σ
Allowance Rate (norm)
n=2602
2.8
OAs to Allowance
n=1774
-0.34σ
OAs to Allow (norm)
n=1774
967 days
Time to Allowance
n=1774
+5.2pp
Interview Lift
n=2602
22.9%
RCE Rate
n=2602
2.2%
Appeal Rate
n=2602

Rejection Performance (% of received rejections ultimately overcome)

80.6%
§101 Overcome
n=201
83.9%
§102 Overcome
n=647
84.3%
§103 Overcome
n=995
87.3%
§112 Overcome
n=590

Specialization & Scale

A47C, G06F, G06Q
Top CPC Subclasses
16%
Top-3 CPC Share
n=2602
9
Practitioners
n=2602
289.1
Apps / Practitioner
n=2602

Portfolio Summary

38
Total Pending OAs
24
Non-Final OAs
13
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 14 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

6
Overdue
1
Due this week
5
Due this month
1
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. 14 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (6)Due ≤ 7 days (1)Due ≤ 30 days (5)Due ≤ 60 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.

19
Hard (50%)
18
Medium (47%)
1
Easy (3%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only4 (11%)
§101 + other6 (16%)
§103 only13 (34%)
§102 only4 (11%)
§112 only1 (3%)
Double-patenting + other1 (3%)
Multi-statute (no §101)9 (24%)

Industry Mix

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

5
Life Sciences
13% of docket
2
Information Tech
5% of docket
2
Communications
5% of docket
1
Semiconductors
3% of docket
21
Mechanical / Eng
55% of docket
7
Business / Other
18% 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.

380 h
Manual time on pending OAs
76 h
Time saved (low, 20%)
133 h
Time saved (mid, 35%)
3.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
DANDRIDGE, CHRISTOPHER R. 2 65.9% +35.4%
BALDRIGHI, ERIC C 2 42.2% +41.7%
PRUITT, JUSTIN A 2 61.9% +15.4%
ADJAGBE, MAXIME M 1 84.2% +9.6%
MILEF, ELDA G 1 41.1% +8.2%
OLADAPO, TAIWO 1 52.9% +11.8%
SUBRAMANIAN, VISWANATHAN 1 81.0% +20.3%
SMITH, CHAIM A 1 39.2% +51.2%
NORTON, JENNIFER L 1 49.8% +2.5%
CAMPANELL, FRANCIS C 1 72.9% +9.5%

Hard Cases (19)

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
18466534 MANAGING VENDOR OFFERS SPAR, ILANA L 168d overdue
18176939 DEEP LEARNING-ASSISTED APPROACH FOR ACCURATE HISTOLOGIC GRADING AND EARLY DETECTION OF DYSPLASIA SIOZOPOULOS, CONSTANTINE B 59d overdue
18408342 METHOD FOR MANUFACTURING A BLADE FOR A GAS TURBINE, TURBINE BLADE, AND GAS TURBINE PRUITT, JUSTIN A 58d overdue
18256835 PACKAGING MACHINE FOR PAPER BAGS WITTENSCHLAEGER, THOMAS M 38d overdue
18763956 DYNAMIC DISCOUNTING SYSTEM AND METHOD NGUYEN, LIZ P 1d overdue
18573606 STRUCTURAL TEMPLATE FOR PRODUCING A STAMPING TOOL FOR STAMPING A THIN-FILM ELEMENT, USE OF A STRUCTURAL TEMPLATE, AND METHOD FOR PROVIDING A STRUCTURAL TEMPLATE MORENO HERNANDEZ, JERZI H 14d
18583553 LID-SECURING MECHANISM, BEVERAGE CONTAINER WITH LID-SECURING MECHANISM, AND METHODS OF MANUFACTURING THE SAME BALDRIGHI, ERIC C 53d
19434446 RING SEGMENT COOLING STRUCTURE, RING SEGMENT INCLUDING SAME, AND GAS TURBINE ADJAGBE, MAXIME M —

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
18408342 METHOD FOR MANUFACTURING A BLADE FOR A GAS TURBINE, TURBINE BLADE, AND GAS TURBINE PRUITT, JUSTIN A 58d overdue
18408763 FLOW BODY FOR A GAS TURBINE, GAS TURBINE, METHOD FOR MANUFACTURING A FLOW BODY FOR A GAS TURBINE, AND METHOD FOR REPAIRING A FLOW BODY OF A GAS TURBINE PRUITT, JUSTIN A 6d
18583553 LID-SECURING MECHANISM, BEVERAGE CONTAINER WITH LID-SECURING MECHANISM, AND METHODS OF MANUFACTURING THE SAME BALDRIGHI, ERIC C 53d
19037979 IRRIGATION SYSTEM HAVING FLEXIBLE JOINTS AND IMPROVED END SEGMENTS FOR REDUCING WATER DISTRIBUTION DEAD ZONES DANDRIDGE, CHRISTOPHER R. —
18971803 NO SPILL STRAW BALDRIGHI, ERIC C —
18965321 FCC CO-PROCESSING OF BIOMASS OIL WITH HYDROGEN RICH CO-FEED OLADAPO, TAIWO —
18966054 ELECTRICALLY EXCITED MACHINE AND CONTACTLESS ARRANGEMENT FOR AN ELECTRICALLY EXCITED MACHINE SUBRAMANIAN, VISWANATHAN —
18962366 ASEPTIC CONCENTRATED LIQUID BEVERAGE CONTAINER SMITH, CHAIM A —

Client Portfolio (28 clients)

Top Art Units

Art UnitApps
37453
37332
36222
36941
28341
21171
37521
36961
26681
37991

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19434446 RING SEGMENT COOLING STRUCTURE, RING SEGMENT INCLUDING SAME, AND GAS TURBINE UIF (University Industry Foundation), Yonsei University ADJAGBE, MAXIME M 3745 §102§103 Non-Final OA — Pending Dec 29, 2025
19242218 TRADE CREDIT DAILY VIRTUAL CARD Multi Service Technology Solutions, Inc. MILEF, ELDA G 3694 §101 Non-Final OA — Pending Jun 18, 2025
19037979 IRRIGATION SYSTEM HAVING FLEXIBLE JOINTS AND IMPROVED END SEGMENTS FOR REDUCING WATER DISTRIBUTION DEAD ZONES Reinke Manufacturing Company, Inc. DANDRIDGE, CHRISTOPHER R. §102§103DP Non-Final OA — Pending Jan 27, 2025
18971803 NO SPILL STRAW Brumate, Inc. BALDRIGHI, ERIC C §103 Final Rejection — Pending Dec 06, 2024
18965321 FCC CO-PROCESSING OF BIOMASS OIL WITH HYDROGEN RICH CO-FEED ExxonMobil OLADAPO, TAIWO §103 Non-Final OA — Pending Dec 02, 2024
18966054 ELECTRICALLY EXCITED MACHINE AND CONTACTLESS ARRANGEMENT FOR AN ELECTRICALLY EXCITED MACHINE Mahle International GmbH SUBRAMANIAN, VISWANATHAN 2834 §102§103 Non-Final OA — Pending Dec 02, 2024
18962366 ASEPTIC CONCENTRATED LIQUID BEVERAGE CONTAINER Tc Heartland LLC SMITH, CHAIM A §103§112 Non-Final OA — Pending Nov 27, 2024
18940628 DYNAMIC FLUID APPLICATION CONTROLLER Reinke Manufacturing Company, Inc. NORTON, JENNIFER L 2117 §103 Non-Final OA — Pending Nov 07, 2024
18930086 METAL VANADATES AS OXYGEN CARRIERS FOR DEHYDROGENATION U.S. Department of Energy CAMPANELL, FRANCIS C §103 Non-Final OA — Pending Oct 29, 2024
18899558 IRRIGATION SYSTEM HAVING IMPROVED END BOOM FOR REDUCING WATER DISTRIBUTION DEAD ZONES Reinke Manufacturing Co., Inc. DANDRIDGE, CHRISTOPHER R. 3752 §103 Non-Final OA — Pending Sep 27, 2024
18793520 BEVERAGE CONTAINER WITH REMOVABLE SLEEVE OR BOOT Brumate, Inc. KIRSCH, ANDREW THOMAS 3733 §103§112 Non-Final OA — Pending Aug 02, 2024
18763956 DYNAMIC DISCOUNTING SYSTEM AND METHOD Pollen, Inc. NGUYEN, LIZ P 3696 §101Other Non-Final OA 1d overdue Pending Jul 03, 2024
18680538 STRUCTURAL IMAGE MARKING TECHNIQUES FOR INFORMATION SECURITY AND SOURCE DETECTION Echomark, Inc. TRAN, PHUOC 2668 §102 Non-Final OA — Pending May 31, 2024
18677242 GAS TURBINE PLANT WITH AMMONIA DECOMPOSITION SYSTEM DOOSAN ENERBILITY CO., LTD. KIM, TAE JUN 3799 §103 Final Rejection 27d Pending May 29, 2024
18644695 LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE TO GENERATE CONTENT CORRESPONDING TO A PERSONA Global Prairie Pbc, Inc. TODD, GREGORY G §102 Non-Final OA — Pending Apr 24, 2024
18600276 SECURE COMMUNICATIONS SYSTEM FOR DUE PROCESS Lightning Dep Inc. D/B/A Lightning Law MONTALVO, CARLOS FERNANDO 3629 §101§103 Non-Final OA — Pending Mar 08, 2024
18583553 LID-SECURING MECHANISM, BEVERAGE CONTAINER WITH LID-SECURING MECHANISM, AND METHODS OF MANUFACTURING THE SAME Brumate, Inc. BALDRIGHI, ERIC C 3733 §102§103§112 Non-Final OA 53d Pending Feb 21, 2024
18430439 DOCUMENT SOURCE DETECTION USING BIGRAM SPACING Echomark, Inc. BURLESON, MICHAEL L 2681 §103 Non-Final OA 61d Pending Feb 01, 2024
18419743 REVERSIBLE DECK PLANK Fairway Architectural Railing Solutions HERRING, BRENT W 3633 §102 Final Rejection 20d Pending Jan 23, 2024
18414978 PARTNER AND USER GATEWAY TOOL Multi Service Technology Solutions, Inc. MUSTAFA, MOHAMMED H 3693 §101§103 Non-Final OA — Pending Jan 17, 2024
18408763 FLOW BODY FOR A GAS TURBINE, GAS TURBINE, METHOD FOR MANUFACTURING A FLOW BODY FOR A GAS TURBINE, AND METHOD FOR REPAIRING A FLOW BODY OF A GAS TURBINE DOOSAN ENERBILITY CO., LTD. PRUITT, JUSTIN A 3745 §103 Final Rejection 6d Pending Jan 10, 2024
18408342 METHOD FOR MANUFACTURING A BLADE FOR A GAS TURBINE, TURBINE BLADE, AND GAS TURBINE DOOSAN ENERBILITY CO., LTD. PRUITT, JUSTIN A 3745 §103§112 Final Rejection 58d overdue Pending Jan 09, 2024
18405808 BATTERY SYSTEM FOR WEARABLE HEADGEAR DEVICE Realwear, Inc. CARRICO, ROBERT SCOTT §103§112 Non-Final OA — Pending Jan 05, 2024
18573606 STRUCTURAL TEMPLATE FOR PRODUCING A STAMPING TOOL FOR STAMPING A THIN-FILM ELEMENT, USE OF A STRUCTURAL TEMPLATE, AND METHOD FOR PROVIDING A STRUCTURAL TEMPLATE Karlsruher Institut Für Technologie MORENO HERNANDEZ, JERZI H 1743 §102§103 Final Rejection 14d Pending Dec 22, 2023
18541752 SECURE INFORMATION RETRIEVAL Advisor First, LLC LEE, GIL H 2446 §103 Final Rejection — Pending Dec 15, 2023
18485090 ANHYDROUS ORAL PHARMACEUTICAL SUSPENSIONS Professional Compounding Centers Of America, Inc. KIM, DANIELLE A 1613 §103 Non-Final OA — Pending Oct 11, 2023
18466534 MANAGING VENDOR OFFERS Ycs Group, LLC SPAR, ILANA L 3622 §101§103 Final Rejection 168d overdue Pending Sep 13, 2023
18464950 AUTOMATIC ANIMAL FEEDING SYSTEM Paws Forward Inc. ALMATRAHI, SAHAR FARIS 3643 §101§102§103§112 Non-Final OA — Pending Sep 11, 2023
18464946 AUTOMATIC ANIMAL FEEDING SYSTEM COMPRISING WEIGHT SENSOR AND ANALYTICS SYSTEM Paws Forward Inc. SCOTT, JACOB S 3655 §101§102§103 Non-Final OA — Pending Sep 11, 2023
18256835 PACKAGING MACHINE FOR PAPER BAGS Hdg - Verpackungsmaschinen GmbH WITTENSCHLAEGER, THOMAS M 3731 §102§103 Non-Final OA 38d overdue Pending Sep 08, 2023
18264740 RENEWABLE ARCTIC DIESEL PRODUCTION ExxonMobil CEPLUCH, ALYSSA L 1772 §103 Final Rejection — Pending Aug 08, 2023
18176939 DEEP LEARNING-ASSISTED APPROACH FOR ACCURATE HISTOLOGIC GRADING AND EARLY DETECTION OF DYSPLASIA UNIVERSITY OF MISSOURI AT COLUMBIA SIOZOPOULOS, CONSTANTINE B 3686 §101 Final Rejection 59d overdue Pending Mar 01, 2023
18102644 AUTOMATED PLATE SHAPING AND VERIFICATION Huntington Ingalls, Inc. ABOAGYE, MICHAEL 1733 §112 Final Rejection — Pending Jan 27, 2023
18100536 Sintered Anode For Molten Carbonate Fuel Cell Fuelcell Energy, Inc. ROSENBAUM, AMANDA R 1752 §103 Final Rejection 29d Pending Jan 23, 2023
18086829 SPRING MECHANISM FOR ROCKER ASSEMBLY AND ROCKER ASSEMBLY COMPRISING THE SAME Leggett & Platt (Jiaxing) Co., Ltd. SAHNI, VISHAL R 3616 §103 Final Rejection 16d overdue Pending Dec 22, 2022
18085047 MANAGING VENDOR OFFERS Ycs Group, LLC WOODWORTH, II, ALLAN J 3622 §101 Non-Final OA — Pending Dec 20, 2022
17589182 ANCHORED BRACHYTHERAPY DEVICE Positive Energy, LLC HONRATH, MARC D 3791 §102 Non-Final OA 30d Pending Jan 31, 2022
17034756 CONCISELY AND EFFICIENTLY RENDERING A USER INTERFACE FOR DISPARATE COMPLIANCE SUBJECTS Huntington Ingalls Industries, Inc. GAVIN, KRISTIN ELIZABETH 3624 §101§103§112 Non-Final OA — Pending Sep 28, 2020

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