Prosecution Insights
Last updated: October 04, 2026

Caldwell LLC

Technology area: Transportation, E-Commerce & Mechanical Systems

152 pending office actions • 47 clients • 136 examiners • 71 art units • 0 of 152 (0%) have an AI response strategy ready

Analysis

CALDWELL LLC focuses on the Transportation, E-Commerce & Mechanical Systems technology area, with 2616 career applications. This number of filings demonstrates expertise and a consistent presence in these technical fields. The firm is currently managing 135 pending office actions, which represents a high level of active prosecution work. This volume of work indicates an established practice with significant ongoing activity and capacity for handling matters.

The firm reports a resolved allowance rate pct of 91.14, showing success in securing patent rights for its clients. This success is achieved with an avg_office_actions_per_allowance of 3.94, suggesting that the prosecution process often involves multiple rounds of communication with the USPTO. The 91.14 resolved allowance rate pct is a testament to the firm's effectiveness in the Transportation, E-Commerce & Mechanical Systems sector. With 2616 career applications, the 3.94 avg_office_actions_per_allowance provides a clear expectation for the intensity and duration of the examination phase. These data points offer a comprehensive view of the firm's performance.

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

Quality Metrics (n=2616 apps, methodology: how we score firms)

91.1%
Allowance Rate
n=2616
+0.67σ
Allowance Rate (norm)
n=2616
3.9
OAs to Allowance
n=1584
-0.08σ
OAs to Allow (norm)
n=1584
745 days
Time to Allowance
n=1584
+4.7pp
Interview Lift
n=2616
52.8%
RCE Rate
n=2616
0.4%
Appeal Rate
n=2616

Rejection Performance (% of received rejections ultimately overcome)

66.3%
§101 Overcome
n=729
76.7%
§102 Overcome
n=617
73.9%
§103 Overcome
n=1256
72.9%
§112 Overcome
n=727

Specialization & Scale

G06F, G06N, G16H
Top CPC Subclasses
41%
Top-3 CPC Share
n=2616
4
Practitioners
n=2616
654.0
Apps / Practitioner
n=2616

Portfolio Summary

152
Total Pending OAs
85
Non-Final OAs
67
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 65 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

26
Overdue
3
Due this week
18
Due this month
12
Due in next 60 days
6
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. 65 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (26)Due ≤ 7 days (3)Due ≤ 30 days (18)Due ≤ 60 days (12)Due later (6)

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.

108
Hard (71%)
37
Medium (24%)
6
Easy (4%)
1
Unknown (1%)

Rejection Statute Mix

BucketCases
§101 only26 (17%)
§101 + other53 (35%)
§103 only33 (22%)
§102 only3 (2%)
§112 only4 (3%)
Double-patenting only2 (1%)
Double-patenting + other1 (1%)
Multi-statute (no §101)29 (19%)
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
21
Information Tech
14% of docket
5
Communications
3% of docket
4
Semiconductors
3% of docket
70
Mechanical / Eng
46% of docket
30
Business / Other
20% 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.

1,520 h
Manual time on pending OAs
304 h
Time saved (low, 20%)
532 h
Time saved (mid, 35%)
13.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NGUYEN, HIEP VAN 4 55.3% +28.8%
SMITH, CHAIM A 3 39.2% +51.2%
SIOZOPOULOS, CONSTANTINE B 3 58.0% +38.8%
PEACH, POLINA G 2 50.4% +23.3%
HOANG, HAU HAI 2 78.2% +13.4%
HUYNH, EMILY 2 21.9% +43.6%
LAM, ELIZA ANNE 2 38.4% +31.3%
HRANEK, KAREN AMANDA 2 34.5% +39.9%
ALVESTEFFER, STEPHEN D 2 57.2% +24.8%
GRANT, MICHAEL CHRISTOPHER 2 21.8% +7.4%

Hard Cases (108)

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
17032080 METHODS, SYSTEMS, AND DEVICES FOR GENERATING A REFRESHMENT INSTRUCTION SET BASED ON INDIVIDUAL PREFERENCES REYES, REGINALD R 131d overdue
17712509 SYSTEM AND METHOD FOR GENERATING AN OCULAR DYSFUNCTION NOURISHMENT PROGRAM HUYNH, EMILY 128d overdue
18642401 PORTABLE TEMPERATURE CONTROLLED BAG WITH SECURELY MOUNTED UNPOWERED COOLING DEVICE DUKE, EMMANUEL E 114d overdue
18107135 APPARATUS AND METHODS FOR ACTUATING FLUIDS IN A BIOSENSOR CARTRIDGE GERHARD, ALISON CLAIRE 100d overdue
18000818 SYSTEMS AND METHODS FOR PHOTONIC CHIP COUPLING THOMASON, DARBY MARGARET 99d overdue
17900685 METHODS AND SYSTEMS FOR PHYSIOLOGICALLY INFORMED ACCOUNT METRICS UTILIZING ARTIFICIAL INTELLIGENCE HATCH, ANGELA MAIDA 99d overdue
17216190 SYSTEMS AND METHODS FOR GENERATING AN ARTHRITIC DISORDER NOURISHMENT PROGRAM WEBB, JESSICA MARIE 99d overdue
18199199 APPARATUS FOR A MULTIPURPOSE FLUID EXTRACTION DEVICE FOR DIAGNOSTICS AND METHOD OF USE KIM, SAMUEL CHONG 97d overdue

Interview Candidates (22)

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
17712509 SYSTEM AND METHOD FOR GENERATING AN OCULAR DYSFUNCTION NOURISHMENT PROGRAM HUYNH, EMILY 128d overdue
18426154 SYSTEM AND METHOD FOR GENERATING A NEONATAL DISORDER NOURISHMENT PROGRAM HRANEK, KAREN AMANDA 70d overdue
18989259 METHODS AND SYSTEMS FOR BIOLOGICALLY DETERMINED ARTIFICIAL INTELLIGENCE SELECTION GUIDANCE HOANG, HAU HAI 58d overdue
18592570 SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED BADGE LAM, ELIZA ANNE 50d overdue
18972902 SYSTEMS AND METHODS FOR DIGITIZATION OF TISSUE SLIDES BASED ON ASSOCIATIONS AMONG SERIAL SECTIONS NGUYEN, HIEP VAN 7d
18521866 METHODS AND SYSTEMS OF ALIMENTARY PROVISIONING SIOZOPOULOS, CONSTANTINE B 27d
17062710 SYSTEM AND METHOD FOR PRESENTING A MONITORING DEVICE IDENTIFICATION HRANEK, KAREN AMANDA 27d
18591022 METHODS AND SYSTEMS FOR UTILIZING DIAGNOSTICS FOR INFORMED VIBRANT CONSTITUIONAL GUIDANCE NGUYEN, HIEP VAN 33d

Client Portfolio (47 clients)

Top Art Units

Art UnitApps
36869
36837
37157
36846
36254
17914
36814
37914
37863
36873

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19377707 APPARATUS AND METHOD FOR TRAINING A MACHINE LEARNING MODEL TO GENERATE A MATCH SCORE USING PROFILE DATA AND REFERENCE DATA Healsgood Artificial Intelligence Developing Services LLC SHANMUGASUNDARAM, KANNAN 2168 §102§103Other Non-Final OA — Pending Nov 03, 2025
19342817 METHODS AND SYSTEMS FOR TRANSPORT OF AN ALIMENTARY COMPONENT BASED ON DIETARY REQUIRED ELIMINATIONS Kpn Innovations LLC PEACH, POLINA G 2165 §101§103 Non-Final OA — Pending Sep 29, 2025
19330314 SYSTEM AND METHOD FOR IDENTIFYING OUTLIER DATA AND GENERATING CORRECTIVE ACTION Signet Health Corporation KIM, PAUL 2166 §101§102§103 Non-Final OA — Pending Sep 16, 2025
19306446 APPARATUS AND METHODS FOR GENERATING AN INSTRUCTION SET FOR A USER The Strategic Coach Inc. BROMELL, ALEXANDRIA Y 2156 §101 Non-Final OA — Pending Aug 21, 2025
19306597 APPARATUS AND METHODS FOR DETERMINING A HIERARCHICAL LISTING OF INFORMATION GAPS The Strategic Coach Inc. NGUYEN, CAM LINH T §101DP Non-Final OA — Pending Aug 21, 2025
19264243 METHOD AND AN APPARATUS FOR DETECTING A LEVEL OF CARDIOVASCULAR DISEASE Mayo Foundation for Medical Education and Research SOREY, ROBERT A §101§103§112 Non-Final OA — Pending Jul 09, 2025
19262437 APPARATUS AND METHOD FOR DIRECTED PROCESS GENERATION The Strategic Coach Inc. HOANG, HAU HAI §101§103§112 Non-Final OA — Pending Jul 08, 2025
19248972 METHODS AND SYSTEMS FOR EXPLOITING VALUE IN CERTAIN DOMAINS Flourish Worldwide, LLC KNIGHT, LETORIA G 3623 §101§112 Non-Final OA — Pending Jun 25, 2025
19228079 APPARATUS AND METHODS FOR AUTONOMOUSLY CONTROLLING VEHICLES AT A SPECIFIED LOCATION Steer-Tech, LLC HUTCHINSON, ALAN D §101§112Other Non-Final OA — Pending Jun 04, 2025
19218926 SYSTEMS AND METHODS FOR GENERATING A NOCICEPTION NOURISHEMENT PROGRAM Kpn Innovations LLC NGUYEN, HIEP VAN §103Other Non-Final OA — Pending May 27, 2025
19206743 METHODS AND SYSTEMS FOR GENERATING LIFESTYLE CHANGE RECOMMENDATIONS BASED ON BIOLOGICAL EXTRACTIONS Kpn Innovations LLC NGUYEN, HIEP VAN §101§103§112Other Non-Final OA — Pending May 13, 2025
19193084 METHODS AND SYSTEMS FOR GENERATING PROJECTIONS OF REPRESENTATIONS OF DATA IN A PLURALITY OF SPACES Flourish Worldwide, LLC BROCKINGTON III, WILLIAM S 3623 §101§103 Non-Final OA — Pending Apr 29, 2025
19190172 APPARATUS AND METHODS FOR DETERMINING A RESOURCE GROWTH PATTERN The Strategic Coach Inc. HATCHER, DEIRDRE D §101§103 Non-Final OA — Pending Apr 25, 2025
19180771 SYSTEMS AND METHODS FOR DIAGNOSING A HEALTH CONDITION BASED ON PATIENT TIME SERIES DATA Anumana, Inc. LE, LINH GIANG 3686 §101Other Non-Final OA — Pending Apr 16, 2025
19098551 NONINVASIVE METHODS FOR DETECTION OF PULMONARY HYPERTENSION Anumana, Inc. ALVAREZ, RAQUEL §101§102§103§112 Non-Final OA — Pending Apr 02, 2025
19079377 APPARATUS AND METHOD OF MANUFACTURE FOR A PLUGGABLE INTER-CHIP OPTICAL CONNECTOR Siphox, Inc. LUU, THANH X §103§112 Non-Final OA — Pending Mar 13, 2025
19074991 APPARATUS AND A METHOD FOR IDENTIFYING A COMMON ACQUISITION SIGNAL Pathformance Technologies Inc. KATSIKIS, KOSTAS J 2441 DP Final Rejection — Pending Mar 10, 2025
19046083 APPARATUS AND METHOD FOR TIME SERIES DATA FORMAT CONVERSION AND ANALYSIS Anumana, Inc. REYES, MARIELA D 2100 §103 Final Rejection 147d overdue Pending Feb 05, 2025
19045129 EARPLUG Triton Systems, Inc. LEE, MICHELLE J 3786 §103§112DP Non-Final OA — Pending Feb 04, 2025
19006622 APPARATUS AND METHOD FOR DETERMINING THE RESILIENCE OF AN ENTITY The Strategic Coach Inc. AUSTIN, JAMIE H 3625 §101§112 Final Rejection 19d Pending Dec 31, 2024
18989259 METHODS AND SYSTEMS FOR BIOLOGICALLY DETERMINED ARTIFICIAL INTELLIGENCE SELECTION GUIDANCE Kpn Innovations LLC HOANG, HAU HAI 2167 §101 Final Rejection 58d overdue Pending Dec 20, 2024
18988078 SYSTEMS AND METHODS FOR GENERATING A HEMATOLOGICAL PROGRAM Kpn Innovations LLC KHATTAR, RAJESH 3684 §101§103§112 Non-Final OA 62d Pending Dec 19, 2024
18973676 INTERACTIVE OBJECT DISPLAYING STRUCTURES AND METHODS OF USE Pharmavision LLC POLO, GUSTAVO D 2622 §103 Final Rejection 42d overdue Pending Dec 09, 2024
18972909 APPARATUS AND METHOD FOR IDENTIFYING REGIONS OF INTEREST DURING SLIDE DIGITIZATION Pramana, Inc. SASS, KIMBERLY A. 3686 §101§112 Non-Final OA — Pending Dec 07, 2024
18972902 SYSTEMS AND METHODS FOR DIGITIZATION OF TISSUE SLIDES BASED ON ASSOCIATIONS AMONG SERIAL SECTIONS Pramana, Inc. NGUYEN, HIEP VAN 3686 §101§103Other Final Rejection 7d Pending Dec 07, 2024
18968460 APPARATUS AND METHOD FOR CARBON EMISSION OPTIMIZATION USING MACHINE-LEARNING Pitt-Ohio Express, LLC OUELLETTE, JONATHAN P §101§102Other Non-Final OA — Pending Dec 04, 2024
18964115 APPARATUS AND METHOD FOR MODIFYING A VISUALIZATION ASSOCIATED WITH SUBJECT DATA Signet Health Corporation HUYNH, EMILY 3683 §101 Final Rejection — Pending Nov 29, 2024
18957824 APPARATUS AND METHOD FOR RESOLVING DATA DISCREPANCIES BETWEEN A FIRST DATA STRUCTURE AND A SECOND DATA STRUCTURE Signet Health Corporation BAKER, IRENE H 2154 §103§112 Final Rejection — Pending Nov 24, 2024
18942021 MACHINE-LEARNING FOR PROCESSING LEAD-INVARIANT ELECTROCARDIOGRAM INPUTS Mayo Foundation for Medical Education and Research WEHRHEIM, LINDSEY GAIL §102 Non-Final OA — Pending Nov 08, 2024
18927795 APPARATUS FOR AND METHOD OF DE-IDENTIFICATION OF MEDICAL IMAGES NFERENCE, INC. SHAH, UTPAL D DP Non-Final OA — Pending Oct 25, 2024
18924614 SYSTEM AND METHODS FOR COLOR GAMUT NORMALIZATION FOR PATHOLOGY SLIDES Pramana, Inc. HYTREK, ASHLEY LYNN §103Other Non-Final OA — Pending Oct 23, 2024
18918246 APPARATUS AND METHOD FOR BIOMETRIC ACCESS CONTROL Loft Labs, LLC RAHMAN, MAHFUZUR 2498 §103 Non-Final OA — Pending Oct 17, 2024
18918529 APPARATUS AND METHOD FOR AN ORAL NICOTINE DISPENSING SYSTEM Loft Labs, LLC WAGGONER, TIMOTHY R 3655 §103§112 Final Rejection 70d overdue Pending Oct 17, 2024
18912221 APPARATUS AND METHOD FOR NEAR FIELD COMMUNICATION (NFC) READING Skyx Ip Holdings I LLC KUNTZ, CURTIS A §102 Non-Final OA — Pending Oct 10, 2024
18885624 ECG-BASED CARDIAC EJECTION-FRACTION SCREENING Mayo Foundation for Medical Education and Research LUKJAN, SEBASTIAN X §103§112Other Non-Final OA — Pending Sep 14, 2024
18819046 APPARATUS AND A METHOD FOR THE GENERATION OF PRODUCTIVITY DATA The Strategic Coach Inc. NGUYEN, NGA B 3625 §101§103 Non-Final OA 27d Pending Aug 29, 2024
18817870 APPARATUS AND METHODS FOR SYNTHETIZING MEDICAL IMAGES Anumana, Inc. YANG, WEI WEN §103 Non-Final OA — Pending Aug 28, 2024
18817740 SYSTEM AND METHOD FOR GENERATING A QUOTE FOR FABRICATION OF A PART TO BE FABRICATED Desprez LLC LAUGHLIN, NATHAN L §102§103Other Non-Final OA — Pending Aug 28, 2024
18811167 SYSTEM AND METHOD FOR AUTOMATIC TASK CONTROL Workstarr, Inc. BALLOU, MAAME BOAKYEWAA 3629 §101§103 Non-Final OA — Pending Aug 21, 2024
18802389 CONTAINER AND METHOD FOR HANDLING BEVERAGE SUBSTANCES Cambio Roasters, LLC THAKUR, VIREN A 1792 §103§112 Final Rejection 10d overdue Pending Aug 13, 2024
18802884 SINGLE-USE CONTAINER COMPRISING AN ALUMINUM ALLOY Cambio Roasters, LLC KMET, LAUREN ELIZABETH 3735 §103§112 Final Rejection — Pending Aug 13, 2024
18778094 APPARATUS AND METHOD FOR TRAINING AN EXCITATION MODEL USING REPRESENTATION DATA Flourish Worldwide, LLC GODO, MORIAM MOSUNMOLA 2148 §103 Final Rejection 31d overdue Pending Jul 19, 2024
18775734 HIGHLY RECYCLABLE BEVERAGE PODS AND METHOD OF MANUFACTURE Cambio Roasters, LLC SMITH, CHAIM A 1791 §103§112 Final Rejection 34d Pending Jul 17, 2024
18774574 METHODS AND APPARATUS FOR ADAPTIVE SLIDE IMAGING USING A SELECTED SCANNING PROFILE Pramana, Inc. RUSH, ERIC 2677 §103§112 Non-Final OA 12d Pending Jul 16, 2024
18773302 APPARATUS AND METHOD FOR DETERMINING WOMENS HEALTH ATTRIBUTES IN FEMALE CLASSIFICATION TIME-SERIES DATA Anumana, Inc. PORTER, RACHEL L 3684 §101§103§112 Final Rejection — Pending Jul 15, 2024
18773195 APPARATUS AND METHOD FOR GENERATING A PREOPERATIVE DATA STRUCTURE USING A PRE-OPERATIVE PANEL Anumana, Inc. VANDER WOUDE, KIMBERLY ELAINE 3681 §101§103 Non-Final OA 15d Pending Jul 15, 2024
18768155 METHOD AND SYSTEM FOR SELECTING AN ALIMENTARY PROVIDER Kpn Innovations LLC JACKSON, JORDAN L 2857 §101§103 Final Rejection 28d Pending Jul 10, 2024
18766090 SYSTEM AND METHOD FOR GENERATING A COGNITIVE DISORDER NOURISHMENT PROGRAM Kpn Innovations LLC SIOZOPOULOS, CONSTANTINE B 3686 §101 Final Rejection — Pending Jul 08, 2024
18765746 APPARATUS AND METHOD FOR GENERATING ALIMENTARY DATA WITHIN A GEOFENCE Kpn Innovations LLC EL CHANTI, HUSSEIN A §101Other Non-Final OA — Pending Jul 08, 2024
18764853 SYSTEM AND METHOD FOR LOCATING A MEDICAL DEVICE USING AN ELECTRICAL FIELD CREATION Anumana, Inc. PORTILLO, JAIRO H 3791 §103 Final Rejection — Pending Jul 05, 2024
18748882 HUMAN PERFORMANCE OXYGEN SENSOR Gmeci, LLC FARDANESH, MARJAN §101§102§103DP Non-Final OA — Pending Jun 20, 2024
18742769 METHODS AND SYSTEMS FOR GENERATING A VIBRANT COMPATBILITY PLAN USING ARTIFICIAL INTELLIGENCE Kpn Innovations LLC SIOZOPOULOS, CONSTANTINE B 3686 §101 Final Rejection 41d Pending Jun 13, 2024
18738758 APPARATUS AND METHOD FOR AUTOMATED COMMUNICATION IMPROVEMENT Mattenson Coaching & Consulting, Inc. SPOONER, LAMONT M 2657 §103 Final Rejection 50d Pending Jun 10, 2024
18736186 APPARATUS AND METHOD FOR ADAPTIVE NOISE DETECTION IN WEARABLE DEVICES Anumana, Inc. EVANISKO, GEORGE ROBERT 3792 §112 Final Rejection — Pending Jun 06, 2024
18735831 APPARATUS AND METHOD FOR TASK ALLOCATION The Strategic Coach Inc. JARRETT, SCOTT L 3625 §101 Final Rejection 55d Pending Jun 06, 2024
18661304 METHODS AND SYSTEMS FOR PERSONAL RECIPE GENERATION Kpn Innovations LLC ORTIZ SANCHEZ, MICHAEL 2656 §101§103 Non-Final OA 30d Pending May 10, 2024
18647525 SYSTEM AND METHOD FOR A SLIDE MARKING TECHNIQUE FOR TARGET TISSUE EXTRACTION AND DOWNSTREAM APPLICATION Pramana, Inc. BUDISALICH, ANDREW STEVEN 2662 §103 Final Rejection — Pending Apr 26, 2024
18648059 APPARATUS AND METHODS FOR GENERATING DIAGNOSTIC HYPOTHESES BASED ON BIOMEDICAL SIGNAL DATA Anumana, Inc. NAJARIAN, LENA 3687 §103 Final Rejection 47d Pending Apr 26, 2024
18643174 APPARATUS AND METHOD FOR GENERATING A MEDICAL DATABASE QUERY NFERENCE, INC. RAJAPUTRA, SUMAN 2163 §103 Final Rejection 99d overdue Pending Apr 23, 2024
18642401 PORTABLE TEMPERATURE CONTROLLED BAG WITH SECURELY MOUNTED UNPOWERED COOLING DEVICE Triton Systems, Inc. DUKE, EMMANUEL E 3763 §102§103 Final Rejection 114d overdue Pending Apr 22, 2024
18641150 APPARATUS AND METHODS FOR AUTOMATIC SUGGESTION OF ATRIAL FIBRILLATION CASES BASED ON A PRESENCE OF ABNORMAL PULMONARY VEIN ANATOMY Anumana, Inc. KREMER, MATTHEW 3791 §103§112 Final Rejection 28d Pending Apr 19, 2024
18702228 PIPETTE CALIBRATION MANAGING SYSTEM AND METHOD Eppendorf SE LAU, TUNG S §101§102§112 Non-Final OA — Pending Apr 17, 2024
18634607 SINGLE USE CONTAINERS AND METHODS OF MANUFACTURING Cambio Roasters, LLC SMITH, CHAIM A 1791 §102§103 Final Rejection — Pending Apr 12, 2024
18625477 METHODS AND SYSTEMS FOR GENERATING A SECURE COMMUNICATION CHANNEL INTERFACE FOR VIDEO STREAMING OF SENSITIVE CONTENT Kpn Innovations LLC CATTUNGAL, DEREENA T 2431 §103 Final Rejection 34d Pending Apr 03, 2024
18625363 SYSTEM AND METHOD FOR GENERATING A PULMONARY DYSFUNCTION FUNCTIONAL PROGRAM Kpn Innovations LLC NG, JONATHAN K 3619 §101Other Final Rejection — Pending Apr 03, 2024
18625510 METHODS AND SYSTEMS FOR INFORMING PRODUCT DECISIONS Kpn Innovations LLC COLEMAN, CHARLES P. 3683 §101§103Other Final Rejection — Pending Apr 03, 2024
18617159 METHODS AND APPARATUSES FOR INTELLIGENTLY DETERMINING AND IMPLEMENTING DISTINCT ROUTINES FOR ENTITIES The Strategic Coach Inc. KONERU, SUJAY §101§103 Non-Final OA — Pending Mar 26, 2024
18600252 APPARATUS AND A METHOD FOR THE GENERATION OF UNIQUE SERVICE DATA The Strategic Coach Inc. HENRY, MATTHEW D 3625 §101 Final Rejection 22d Pending Mar 08, 2024
18599862 HIGHLY RECYCLABLE BEVERAGE PODS AND METHOD OF MANUFACTURE Cambio Roasters, LLC SMITH, CHAIM A 1791 §103§112 Non-Final OA — Pending Mar 08, 2024
18599129 Multiple Container System Charmwood Chargers LLC NEWAY, BLAINE GIRMA 3735 §103 Non-Final OA 22d Pending Mar 07, 2024
18592570 SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED BADGE Kpn Innovations, LLC LAM, ELIZA ANNE 3681 §103 Non-Final OA 50d overdue Pending Mar 01, 2024
18591022 METHODS AND SYSTEMS FOR UTILIZING DIAGNOSTICS FOR INFORMED VIBRANT CONSTITUIONAL GUIDANCE Kpn Innovations, LLC NGUYEN, HIEP VAN 3686 Other Final Rejection 33d Pending Feb 29, 2024
18588397 METHODS AND APPARATUSES FOR DIMENSIONING AND MODIFYING A PART TO BE MANUFACTURED Proto Labs, Inc. SKRZYCKI, JONATHAN MICHAEL 2116 §103 Final Rejection — Pending Feb 27, 2024
18261961 HAND-HELD PIPETTING DEVICE Eppendorf SE WHITE, DENNIS MICHAEL §102§103§112 Non-Final OA — Pending Jan 31, 2024
18427142 BODILY FLUID COLLECTION ASSEMBLY Siphox, Inc. HERON, VELVET ELIZABETH §102§103§112 Non-Final OA — Pending Jan 30, 2024
18426154 SYSTEM AND METHOD FOR GENERATING A NEONATAL DISORDER NOURISHMENT PROGRAM Kpn Innovations, Llc. HRANEK, KAREN AMANDA 3684 §101§103 Final Rejection 70d overdue Pending Jan 29, 2024
18410381 METHODS AND SYSTEMS FOR CUSTOMIZING TREATMENTS Kpn Innovations, Llc. CHNG, JOY POH AI 3686 §101 Non-Final OA — Pending Jan 11, 2024
18406573 APPARATUS AND METHOD FOR IDENTIFYING COLLATERAL PROCESSES The Strategic Coach Inc. MORONESO, JONATHAN DREW 3791 §101§112 Non-Final OA — Pending Jan 08, 2024
18406996 APPARATUS AND METHOD FOR PROFILE ASSESSMENT Quick Quack Car Wash Holdings, LLC NELSON, FREDA ANN 3628 §101 Non-Final OA 42d Pending Jan 08, 2024
18405537 APPARATUS AND METHODS FOR THE GENERATION AND IMPROVEMENT OF EFFICIENCY DATA The Strategic Coach Inc. STARKS, WILBERT L 2122 §101 Non-Final OA — Pending Jan 05, 2024
18404206 METHODS AND SYSTEMS FOR ORDERING EXPEDITED PRODUCTION OR SUPPLY OF DESIGNED PRODUCTS Desprez, LLC WALTON, CHESIREE A 3624 §101§102 Final Rejection — Pending Jan 04, 2024
18543458 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-MEDIATED MULTIPARTY ELECTRONIC COMMUNICATION Breakout Learning Inc. ALVESTEFFER, STEPHEN D 3715 §101§103 Final Rejection — Pending Dec 18, 2023
18544095 SYSTEMS AND METHODS FOR GENERATING A USER ATTRIBUTE SCORE Breakout Learning Inc. GRANT, MICHAEL CHRISTOPHER 3715 §101 Final Rejection 44d overdue Pending Dec 18, 2023
18543914 APPARATUS AND METHODS FOR ASSISTED LEARNING Breakout Learning Inc. WHITAKER, ANDREW B 3629 §103§112 Final Rejection 33d Pending Dec 18, 2023
18527542 SYSTEMS AND METHODS FOR DATA STRUCTURE GENERATION BASED ON OUTLIER CLUSTERING Strategic Coach CHEN, ALAN S §101§103§112DP Non-Final OA — Pending Dec 04, 2023
18521997 APPARATUS AND METHOD FOR OUTPUTTING AN ALIMENTARY PROGRAM TO A USER Kpn Innovations, Llc. COBANOGLU, DILEK B 3687 §101 Non-Final OA 5d Pending Nov 28, 2023
18521866 METHODS AND SYSTEMS OF ALIMENTARY PROVISIONING Kpn Innovations, LLC SIOZOPOULOS, CONSTANTINE B 3686 §101 Non-Final OA 27d Pending Nov 28, 2023
18387266 METHODS AND SYSTEMS FOR ORDERED FOOD PREFERENCES ACCOMPANYING SYMPTOMATIC INPUTS Kpn Innovations, Llc. POND, ROBERT M 3688 §101§102§103 Non-Final OA 33d Pending Nov 06, 2023
18495968 INTELLIGENT SECURE NETWORKED MESSAGING SYSTEM AND METHODS FOR HEALTHCARE Redirect Health, Inc. TIEDEMAN, JASON S 3683 §103 Final Rejection — Pending Oct 27, 2023
18495978 INTELLIGENT SECURE NETWORKED SYSTEMS AND METHODS FOR PREDICTING SUCCESS IN HEALTH CARE COVERAGE PLANS Redirect Health, Inc. TIEDEMAN, JASON S 3683 §103§112 Non-Final OA — Pending Oct 27, 2023
18382386 APPARATUS AND METHOD OF USE OF A MECHANISM THAT CONVERTS ROTARY MOTION INTO LINEAR MOTION Pramana Inc. FIX, THOMAS S 3618 §103§112 Non-Final OA — Pending Oct 20, 2023
18381021 SYSTEMS AND METHODS FOR PERSONALIZING EDUCATIONAL CONTENT BASED ON USER REACTIONS Edyou BULLINGTON, ROBERT P 3715 §101§112 Final Rejection 38d overdue Pending Oct 17, 2023
18377135 METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE Kpn Innovations, Llc. GEBREMICHAEL, BRUK A 3715 §101 Non-Final OA 69d Pending Oct 05, 2023
18369357 METHOD OF AND SYSTEM FOR IDENTIFYING AND AMELIORATING BODY DEGRADATIONS Kpn Innovations, Llc. FRUMKIN, JESSE P §101DP Non-Final OA — Pending Sep 18, 2023
18368947 APPARATUS FOR CLASS ADMINISTRATION AND A METHOD OF USE Anytime Movement, LLC MCCLELLAN, JAMES S 3715 §103 Non-Final OA — Pending Sep 15, 2023
18243465 FILTERING COMPONENTS COMPATIBLE WITH A COMPUTER-MODELED STRUCTURE Desprez, LLC ROSEN, ELIZABETH H §101§103§112DP Non-Final OA — Pending Sep 07, 2023
18262150 INCUBATOR AND METHOD Eppendorf SE HASSAN, LIBAN M 1799 §103§112 Non-Final OA — Pending Jul 19, 2023
18272488 CELL LINES, VARIETIES, AND METHODS FOR IN VITRO COTTON FIBER PRODUCTION Galy Co. STANKOVIC, BRATISLAV 1662 §103Other Final Rejection 4d overdue Pending Jul 14, 2023
18199199 APPARATUS FOR A MULTIPURPOSE FLUID EXTRACTION DEVICE FOR DIAGNOSTICS AND METHOD OF USE Siphox, Inc. KIM, SAMUEL CHONG 3791 §103§112 Final Rejection 97d overdue Pending May 18, 2023
18197149 METHODS AND SYSTEMS FOR GENERATING A SUPPLEMENT INSTRUCTION SET USING ARTIFICIAL INTELLIGENCE Kpn Innovations, Llc. COLE, BRANDON S 2128 §101§103§112 Non-Final OA 28d Pending May 15, 2023
18196517 METHODS AND APPARATUSES FOR SELF-ADJUSTING CAR WASH EQUIPMENT WITHIN A CAR WASH TUNNEL Quick Quack Car Wash Holdings, LLC CHAUDHRI, OMAIR 1700 §112 Final Rejection — Pending May 12, 2023
18195006 METHODS AND SYSTEMS FOR INFORMING FOOD ELEMENT DECISIONS IN THE ACQUISITION OF EDIBLE MATERIALS FROM ANY SOURCE Kpn Innovations, Llc. MANG, VAN C 2126 §101 Non-Final OA — Pending May 09, 2023
18142198 COMPOSITION AND METHODS FOR GENERATING A DERMAL FILLER Allure Medical Spa PLLC CREWS, JARET JAMES 1691 §103 Final Rejection 26d overdue Pending May 02, 2023
18033957 CELL LINES, VARIETIES, AND METHODS FOR IN VITRO COTTON FIBER PRODUCTION Galy Co. STANKOVIC, BRATISLAV 1662 §103§112 Non-Final OA 12d Pending Apr 26, 2023
18137726 APPARATUS AND METHOD FOR AUTOMATED GENERATION OF A MANUFACTURING ESTIMATE OF A COMPUTER MODEL Paperless Parts, Inc. GEBRESILASSIE, KIBROM K §101§103 Non-Final OA — Pending Apr 21, 2023
18137101 METHODS AND SYSTEMS FOR TARGETING AUTOIMMUNE AND INFLAMMATORY PATHWAYS USING NANOLIGOMERS Sachi Bioworks Inc. SHIN, DANA H 1635 §103§112Other Final Rejection — Pending Apr 20, 2023
18032964 SPRING DEVICE Rheinmetall Invent GmbH IRVIN, THOMAS W 3616 §102 Final Rejection — Pending Apr 20, 2023
18133798 SYSTEMS AND METHODS FOR GENERATING A GENOTYPIC CAUSAL MODEL OF A DISEASE STATE Kpn Innovations, Llc. MINCHELLA, KAITLYN L 1685 §101§103§112DP Non-Final OA — Pending Apr 12, 2023
18116500 METHODS AND APPARATUS FOR PREDICTING A PECUNIARY STRENGTH METRIC My Wealth Curve, LLC YU, ARIEL J 3627 §103 Final Rejection — Pending Mar 02, 2023
18176966 ORTHOSIS SYSTEM Triton Systems, Inc. NELSON, KERI JESSICA 3786 §103 Non-Final OA — Pending Mar 01, 2023
18115961 METHOD AND SYSTEM FOR SELECTION OF A PATH FOR DELIVERIES Kpn Innovations, Llc. HEFLIN, BRIAN ADAMS 3628 §101 Non-Final OA — Pending Mar 01, 2023
18176938 GARMENT-BASED SPLINT SYSTEM Triton Systems, Inc. HAWTHORNE, OPHELIA ALTHEA 3786 §103 Non-Final OA 54d Pending Mar 01, 2023
18115979 SYSTEM AND METHOD FOR GENERATING CARDIOVASCULAR HEALTH PROGRAMS Kpn Innovations, Llc. LAM, ELIZA ANNE 3681 §103 Non-Final OA 84d Pending Mar 01, 2023
18108836 METHODS AND SYSTEMS FOR GENERATING A DESCRIPTOR TRAIL USING ARTIFICIAL INTELLIGENCE Kpn Innovations, Llc. TRAN, DANIEL DUC 2147 §101§103 Non-Final OA 70d overdue Pending Feb 13, 2023
18107135 APPARATUS AND METHODS FOR ACTUATING FLUIDS IN A BIOSENSOR CARTRIDGE Siphox, Inc. GERHARD, ALISON CLAIRE 1797 §102§103 Final Rejection 100d overdue Pending Feb 08, 2023
18099742 SYSTEMS AND METHODS FOR ARRANGING TRANSPORT OF ADAPTED NUTRIMENTAL ARTIFACTS WITH USER-DEFINED RESTRICTION REQUIREMENTS USING ARTIFICIAL INTELLIGENCE Kpn Innovations, Llc. ALVESTEFFER, STEPHEN D 3715 §101§103 Final Rejection — Pending Jan 20, 2023
18099099 METHOD AND SYSTEMS FOR INCREASING THE CAPACITY OF FLOW CYTOMETTER BACTERIA DETECTION AND ANTIBIOTIC SUSCEPTIBILITY TESTING SYSTEMS Renascent Diagnostics, LLC NGUYEN, HENRY H 1758 §101§103 Non-Final OA 42d overdue Pending Jan 19, 2023
18097370 CANNABIS AND MUSHROOM COMPOUNDS INFUSED CONSUMABLES Tlco Holdings Inc. CAIN, JENNIFER LYNN 1655 §103§112 Final Rejection 12d Pending Jan 16, 2023
18151673 NONINVASIVE METHODS FOR QUANTIFYING AND MONITORING LIVER DISEASE SEVERITY Mayo Foundation for Medical Education and Research RUIZ, JOSHUA DAMIAN 3684 §101§103 Non-Final OA — Pending Jan 09, 2023
18087337 METHOD OF AND SYSTEM FOR PREDICTION OF VIRAL VARIANTS CHARACTERISTICS NFERENCE, INC. PULLIAM, JOSEPH CONSTANTINE §101§103§112 Non-Final OA — Pending Dec 22, 2022
18085021 APPARATUS AND METHODS FOR IDENTIFICATION USING THIRD-PARTY VERIFIERS The Beneficiary Liquidity Plan CHISM, STEVEN R 3692 §101 Final Rejection 77d Pending Dec 20, 2022
18082455 APPARATUS AND METHOD FOR OPTIMIZING CARBON EMISSIONS IN A POWER GRID Singularity Energy, Inc. LINDSAY, BERNARD G 2119 §103 Final Rejection — Pending Dec 15, 2022
18076100 METHODS AND SYSTEMS FOR IDENTIFYING COMPATIBLE MEAL OPTIONS Kpn Innovations, Llc. PUENTES, DANIEL CALRISSIAN 2849 §103 Final Rejection 31d overdue Pending Dec 06, 2022
18000818 SYSTEMS AND METHODS FOR PHOTONIC CHIP COUPLING Siphox, Inc. THOMASON, DARBY MARGARET 2874 §102§103§112 Final Rejection 99d overdue Pending Dec 05, 2022
18008130 CASCADING AMPLIFICATION FOR CHEMICAL AND BIOSENSING Siphox, Inc. BUCHANAN, BAILEY CHEYENNE 1682 §102§103 Final Rejection — Pending Dec 02, 2022
18073064 AN APPARATUS FOR ENHANCING LONGEVITY AND METHOD FOR ITS USE Oceandrive Ventures, LLC CHOI, PETER H 3681 §103 Final Rejection — Pending Dec 01, 2022
18073022 APPARATUS FOR ENHANCING LONGEVITY AND METHOD FOR ITS USE Oceandrive Ventures, LLC ZHANG, SHIRLEY X 2447 §103 Final Rejection — Pending Dec 01, 2022
18048197 System and method for improving efficacy of supervised learning NFERENCE, INC. LEE, MICHAEL CHRISTOPHER 2128 §101§103 Final Rejection 72d Pending Oct 20, 2022
17963532 SYSTEMS AND METHODS FOR PREDICTING THE TASTE OF A USER Kpn Innovations, Llc. SCHULTZHAUS, JANNA NICOLE §101§102§112Other Non-Final OA 22d Pending Oct 11, 2022
17918102 INTEGRATED PHOTONIC SYSTEMS AND METHODS FOR BIOSENSING Siphox Inc. BALL, JOHN C 1759 §102§112 Non-Final OA — Pending Oct 10, 2022
17960996 METHODS AND SYSTEMS FOR CLASSIFYING RESOURCES TO NICHE MODELS Stynt, Inc. WONG, LUT §112Other Non-Final OA — Pending Oct 06, 2022
17953248 Food Compounds Infused Consumables Tlco Holdings Inc. KERSHAW, KELLY P 1791 §103Other Non-Final OA — Pending Sep 26, 2022
17943327 METHODS AND SYSTEMS FOR DETERMINING A WEAK CELL OF A BATTERY Astrolabe Analytics, Inc. BECKER, BRANDON J 2857 §101§103§112 Non-Final OA — Pending Sep 13, 2022
17900685 METHODS AND SYSTEMS FOR PHYSIOLOGICALLY INFORMED ACCOUNT METRICS UTILIZING ARTIFICIAL INTELLIGENCE Kpn Innovations, Llc. HATCH, ANGELA MAIDA 3626 §101§103 Final Rejection 99d overdue Pending Aug 31, 2022
17859877 DEVICES, SYSTEMS, AND METHODS FOR RESPIRATORY DISEASE TESTING CROSS-REFERENCE TO RELATED APPLICATIONS Siphox, Inc. TURK, NEIL N 1798 §103 Non-Final OA — Pending Jul 07, 2022
17838025 GROUP ANCHOR SYSTEM, SUBSEA INSTALLATION SYSTEM, METHOD FOR USING AND INSTALLING SAME Triton Systems, Inc. LAWSON, STACY N 3678 §103§112 Non-Final OA 28d Pending Jun 10, 2022
17734317 METHODS AND SYSTEMS FOR CLASSIFICATION TO PROGNOSTIC LABELS USING EXPERT INPUTS Kpn Innovations, Llc. ERICKSON, BENNETT S 3683 §101§103 Non-Final OA 12d Pending May 02, 2022
17712509 SYSTEM AND METHOD FOR GENERATING AN OCULAR DYSFUNCTION NOURISHMENT PROGRAM Kpn Innovations, Llc. HUYNH, EMILY 3683 §101 Non-Final OA 128d overdue Pending Apr 04, 2022
17617680 DISPOSABLE VAPORIZER Martin Steinbauer MAYES, DIONNE WALLS 1747 §112 Final Rejection 49d overdue Pending Dec 09, 2021
17517745 METHODS AND SYSTEMS FOR SELF-FULFILLMENT OF AN ALIMENTARY INSTRUCTION SET BASED ON VIBRANT CONSTITUTIONAL GUIDANCE Kpn Innovations, Llc. PEACH, POLINA G 2165 §103 Final Rejection 70d Pending Nov 03, 2021
17463948 SYSTEM AND METHOD FOR GENERATING A DIGESTIVE DISEASE FUNCTIONAL PROGRAM Kpn Innovations, Llc. SZUMNY, JONATHON A 3686 §103 Non-Final OA 33d Pending Sep 01, 2021
17403480 TAGGED-BASE DNA SEQUENCING READOUT ON WAVEGUIDE SURFACES Siphox, Inc. KENNEDY, SARAH JANE 1682 §103 Final Rejection 6d Pending Aug 16, 2021
17243662 SYSTEM AND METHOD FOR GENERATING A HABIT DYSFUNCTION NOURISHMENT PROGRAM Kpn Innovations, Llc. HUH, VYNN V 3792 §101 Non-Final OA — Pending Apr 29, 2021
17216228 SYSTEM AND METHOD FOR GENERATING A MITOCHONDRIAL DYSFUNCTION NOURISHMENT PROGRAM Kpn Innovations, Llc. BAILEY, STEVEN WILLIAM 1687 §101 Final Rejection — Pending Mar 29, 2021
17216190 SYSTEMS AND METHODS FOR GENERATING AN ARTHRITIC DISORDER NOURISHMENT PROGRAM Kpn Innovations, Llc. WEBB, JESSICA MARIE 3683 §101§103 Non-Final OA 99d overdue Pending Mar 29, 2021
17164462 METHODS AND SYSTEMS FOR IDENTIFYING COMPATIBLE MEAL OPTIONS Kpn Innovations, Llc. ROBINSON, KYLE G 3685 §101§103§112 Non-Final OA 12d Pending Feb 01, 2021
17164602 SYSTEMS AND METHODS FOR GENERATING A NUTRITIVE PLAN TO MANAGE A UROLOGICAL DISORDER Kpn Innovations, Llc. ELSHAER, ALAAELDIN M 3687 §101§103§112 Final Rejection 70d overdue Pending Feb 01, 2021
17062710 SYSTEM AND METHOD FOR PRESENTING A MONITORING DEVICE IDENTIFICATION Kpn Innovations, Llc. HRANEK, KAREN AMANDA 3684 §101§112 Final Rejection 27d Pending Oct 05, 2020
17032080 METHODS, SYSTEMS, AND DEVICES FOR GENERATING A REFRESHMENT INSTRUCTION SET BASED ON INDIVIDUAL PREFERENCES Kpn Innovations, Llc. REYES, REGINALD R 3684 §101 Non-Final OA 131d overdue Pending Sep 25, 2020
16948104 SYSTEMS AND METHODS FOR ARRANGING TRANSPORT OF ADAPTED NUTRIMENTAL ARTIFACTS WITH USER-DEFINED RESTRICTION REQUIREMENTS USING ARTIFICIAL INTELLIGENCE Kpn Innovations, Llc. GRANT, MICHAEL CHRISTOPHER 3715 §101 Final Rejection — Pending Sep 03, 2020
17007196 METHODS AND SYSTEMS FOR PRIORITIZING COMPREHENSIVE PROGNOSES AND GENERATING AN ASSOCIATED TREATMENT INSTRUCTION SET Kpn Innovations, Llc. BALAJ, ANTHONY MICHAEL 3682 §101 Final Rejection — Pending Aug 31, 2020
16096549 Systems, Devices and Methods for Sequential Analysis of Complex Matrix Samples for High Confidence Bacterial Detection and Drug Susceptibility Prediction Using a Flow Cytometer Renascent Diagnostic LLC DURYEE, ALEXANDER MARSH 1657 §101§103§112DP Non-Final OA — Pending Oct 25, 2018

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