Prosecution Insights
Last updated: August 15, 2026

KPN Innovations LLC

51 pending office actions • 24 art units • 41 examiners • 0 of 51 (0%) have an AI response strategy ready • 40 patents granted in the last 365 days

Portfolio Summary

51
Total Pending OAs
26
Non-Final OAs
25
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 39 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

14
Overdue
3
Due this week
13
Due this month
5
Due in next 60 days
4
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. 39 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (14)Due ≤ 7 days (3)Due ≤ 30 days (13)Due ≤ 60 days (5)Due later (4)

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.

38
Hard (75%)
11
Medium (22%)
1
Easy (2%)
1
Unknown (2%)

Rejection Statute Mix

BucketCases
§101 only15 (29%)
§101 + other22 (43%)
§103 only11 (22%)
§112 only1 (2%)
Multi-statute (no §101)1 (2%)
No statute on record1 (2%)

Industry Mix

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

3
Life Sciences
6% of docket
7
Information Tech
14% of docket
3
Communications
6% of docket
2
Semiconductors
4% of docket
33
Mechanical / Eng
65% of docket
3
Business / Other
6% 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.

510 h
Manual time on pending OAs
102 h
Time saved (low, 20%)
178 h
Time saved (mid, 35%)
4.5 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NGUYEN, HIEP VAN 3 55.2% +29.5%
SIOZOPOULOS, CONSTANTINE B 3 57.8% +37.8%
PEACH, POLINA G 2 50.2% +23.7%
GEBREMICHAEL, BRUK A 2 22.2% +23.7%
JACKSON, JORDAN L 2 41.0% +38.5%
LAM, ELIZA ANNE 2 38.2% +31.2%
SZUMNY, JONATHON A 2 56.8% +58.1%
WINSTON III, EDWARD B 2 19.8% +31.1%
KHATTAR, RAJESH 1 36.2% +34.8%
PAULS, JOHN A 1 49.2% +26.8%

Hard Cases (39)

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
17216190 SYSTEMS AND METHODS FOR GENERATING AN ARTHRITIC DISORDER NOURISHMENT PROGRAM WEBB, JESSICA MARIE 99d overdue
17187975 METHODS AND SYSTEMS FOR REVERSING A GERIATRIC PROCESS GARTLAND, SCOTT D 26d overdue
18984598 ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR CONSTITUTIONAL ANALYSIS USING OBJECTIVE FUNCTIONS PAULS, JOHN A 22d overdue
18113839 METHODS AND SYSTEMS FOR NUTRITIONAL RECOMMENDATION USING ARTIFICIAL INTELLIGENCE ANALYSIS OF IMMUNE IMPACTS WINSTON III, EDWARD B 15d overdue
18217213 SYSTEMS AND METHODS FOR GENERATING A PARASITIC INFECTION PROGRAM LEE, ANDREW ELDRIDGE 9d overdue
17221430 SYSTEM AND METHOD FOR GENERATING A TOXICOLOGICAL AILMENT NOURISHMENT PROGRAM VASSELL, MEREDITH ABBOTT 4d overdue

Interview Candidates (20)

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
18592570 SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED BADGE LAM, ELIZA ANNE 50d overdue
18984598 ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR CONSTITUTIONAL ANALYSIS USING OBJECTIVE FUNCTIONS PAULS, JOHN A 22d overdue
18113839 METHODS AND SYSTEMS FOR NUTRITIONAL RECOMMENDATION USING ARTIFICIAL INTELLIGENCE ANALYSIS OF IMMUNE IMPACTS WINSTON III, EDWARD B 15d overdue
18410475 METHODS AND SYSTEMS FOR TIMING IMPACT OF NOURISHMENT CONSUMPTION SZUMNY, JONATHON A 2d overdue
18195143 METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE WINSTON III, EDWARD B 7d
18768176 METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE GEBREMICHAEL, BRUK A 14d
18521866 METHODS AND SYSTEMS OF ALIMENTARY PROVISIONING SIOZOPOULOS, CONSTANTINE B 27d
18768155 METHOD AND SYSTEM FOR SELECTING AN ALIMENTARY PROVIDER JACKSON, JORDAN L 28d

Top Art Units

Art UnitApps
3683 6
3686 6
3684 4
3715 4
3682 3
2165 2
2857 2
3681 2
3687 2
1687 2

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19342817 METHODS AND SYSTEMS FOR TRANSPORT OF AN ALIMENTARY COMPONENT BASED ON DIETARY REQUIRED ELIMINATIONS PEACH, POLINA G 2165 §101§103 Non-Final OA Pending Sep 29, 2025
19218926 SYSTEMS AND METHODS FOR GENERATING A NOCICEPTION NOURISHEMENT PROGRAM NGUYEN, HIEP VAN §103 Non-Final OA Pending May 27, 2025
19206743 METHODS AND SYSTEMS FOR GENERATING LIFESTYLE CHANGE RECOMMENDATIONS BASED ON BIOLOGICAL EXTRACTIONS NGUYEN, HIEP VAN §101§103§112Other Non-Final OA Pending May 13, 2025
18988078 SYSTEMS AND METHODS FOR GENERATING A HEMATOLOGICAL PROGRAM KHATTAR, RAJESH 3684 §101§103§112 Non-Final OA 62d Pending Dec 19, 2024
18984598 ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR CONSTITUTIONAL ANALYSIS USING OBJECTIVE FUNCTIONS PAULS, JOHN A 3683 §101§103§112Other Non-Final OA 22d overdue Pending Dec 17, 2024
18802059 SYSTEM AND METHOD FOR A LINE OF CREDIT BASED DIGITAL CONTENT MULTI-CHAMBERED CLOUD BASED DISTRIBUTION PLATFORM JACOB, WILLIAM J 3696 §101§102§103 Final Rejection Pending Aug 13, 2024
18768176 METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE GEBREMICHAEL, BRUK A 3715 §112 Non-Final OA 14d Pending Jul 10, 2024
18768155 METHOD AND SYSTEM FOR SELECTING AN ALIMENTARY PROVIDER JACKSON, JORDAN L 2857 §101§103 Final Rejection 28d Pending Jul 10, 2024
18766090 SYSTEM AND METHOD FOR GENERATING A COGNITIVE DISORDER NOURISHMENT PROGRAM SIOZOPOULOS, CONSTANTINE B 3686 §101 Final Rejection Pending Jul 08, 2024
18742769 METHODS AND SYSTEMS FOR GENERATING A VIBRANT COMPATBILITY PLAN USING ARTIFICIAL INTELLIGENCE SIOZOPOULOS, CONSTANTINE B 3686 §101 Final Rejection 41d Pending Jun 13, 2024
18661304 METHODS AND SYSTEMS FOR PERSONAL RECIPE GENERATION ORTIZ SANCHEZ, MICHAEL 2656 §101§103 Non-Final OA 30d Pending May 10, 2024
18661324 METHODS AND SYSTEMS FOR DETERMINING A COMPATIBLE SUBSTANCE LEE, JONATHAN S 2677 §102§103 Non-Final OA 19d Pending May 10, 2024
18625363 SYSTEM AND METHOD FOR GENERATING A PULMONARY DYSFUNCTION FUNCTIONAL PROGRAM NG, JONATHAN K 3619 §101Other Final Rejection Pending Apr 03, 2024
18625477 METHODS AND SYSTEMS FOR GENERATING A SECURE COMMUNICATION CHANNEL INTERFACE FOR VIDEO STREAMING OF SENSITIVE CONTENT CATTUNGAL, DEREENA T 2431 §103 Final Rejection 34d Pending Apr 03, 2024
18592570 SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED BADGE 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 NGUYEN, HIEP VAN 3686 Other Final Rejection 33d Pending Feb 29, 2024
18426102 APPARATUS AND METHOD OF DETERMINING A CONDITIONAL PROFILE ADJUSTMENT DATUM ISMAIL, OMAR S 2635 §103 Non-Final OA 12d Pending Jan 29, 2024
18410475 METHODS AND SYSTEMS FOR TIMING IMPACT OF NOURISHMENT CONSUMPTION SZUMNY, JONATHON A 3686 §101§103 Final Rejection 2d overdue Pending Jan 11, 2024
18521866 METHODS AND SYSTEMS OF ALIMENTARY PROVISIONING SIOZOPOULOS, CONSTANTINE B 3686 §101 Non-Final OA 27d Pending Nov 28, 2023
18521997 APPARATUS AND METHOD FOR OUTPUTTING AN ALIMENTARY PROGRAM TO A USER COBANOGLU, DILEK B 3687 §101 Final Rejection 5d Pending Nov 28, 2023
18387266 METHODS AND SYSTEMS FOR ORDERED FOOD PREFERENCES ACCOMPANYING SYMPTOMATIC INPUTS POND, ROBERT M 3688 §101§102§103 Non-Final OA 33d Pending Nov 06, 2023
18377135 METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE GEBREMICHAEL, BRUK A 3715 §101 Final Rejection 69d Pending Oct 05, 2023
18217159 METHODS AND SYSTEMS FOR PHYSIOLOGICALLY INFORMED THERAPEUTIC PROVISIONS BARR, MARY EVANGELINE 3682 §103 Final Rejection 2d overdue Pending Jun 30, 2023
18217213 SYSTEMS AND METHODS FOR GENERATING A PARASITIC INFECTION PROGRAM LEE, ANDREW ELDRIDGE 3684 §101§103Other Final Rejection 9d overdue Pending Jun 30, 2023
18200843 SYSTEMS AND METHODS FOR GENERATING AN IMMUNE PROTOCOL FOR IDENTIFYING AND REVERSING IMMUNE DISEASE HAMILTON, MATTHEW L 3682 §101§112Other Final Rejection 9d Pending May 23, 2023
18197149 METHODS AND SYSTEMS FOR GENERATING A SUPPLEMENT INSTRUCTION SET USING ARTIFICIAL INTELLIGENCE COLE, BRANDON S 2128 §101§103§112 Non-Final OA 28d Pending May 15, 2023
18195143 METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE WINSTON III, EDWARD B 3683 §101§103§112 Final Rejection 7d Pending May 09, 2023
18195006 METHODS AND SYSTEMS FOR INFORMING FOOD ELEMENT DECISIONS IN THE ACQUISITION OF EDIBLE MATERIALS FROM ANY SOURCE MANG, VAN C 2126 §101 Non-Final OA Pending May 09, 2023
18195044 ARTIFICIAL INTELLIGENCE SYSTEMS AND METHODS FOR GENERATING LAND RESPONSES FROM BIOLOGICAL EXTRACTIONS EDMONDS, DONALD J 3629 §101 Final Rejection 7d Pending May 09, 2023
18133798 SYSTEMS AND METHODS FOR GENERATING A GENOTYPIC CAUSAL MODEL OF A DISEASE STATE MINCHELLA, KAITLYN L 1685 §101§103§112DP Non-Final OA Pending Apr 12, 2023
18115979 SYSTEM AND METHOD FOR GENERATING CARDIOVASCULAR HEALTH PROGRAMS LAM, ELIZA ANNE 3681 §103 Non-Final OA 84d Pending Mar 01, 2023
18113807 METHOD OF AND SYSTEM FOR GENERATING A LONGEVITY ELEMENT AND AN INSTRUCTION SET FOR A LONGEVITY ELEMENT PLAN SMITH, PAULINHO E 2127 §103 Final Rejection 19d overdue Pending Feb 24, 2023
18113839 METHODS AND SYSTEMS FOR NUTRITIONAL RECOMMENDATION USING ARTIFICIAL INTELLIGENCE ANALYSIS OF IMMUNE IMPACTS WINSTON III, EDWARD B 3683 §101 Non-Final OA 15d overdue Pending Feb 24, 2023
18108836 METHODS AND SYSTEMS FOR GENERATING A DESCRIPTOR TRAIL USING ARTIFICIAL INTELLIGENCE TRAN, DANIEL DUC 2147 §103 Non-Final OA 70d overdue Pending Feb 13, 2023
18099742 SYSTEMS AND METHODS FOR ARRANGING TRANSPORT OF ADAPTED NUTRIMENTAL ARTIFACTS WITH USER-DEFINED RESTRICTION REQUIREMENTS USING ARTIFICIAL INTELLIGENCE ALVESTEFFER, STEPHEN D 3715 §101§103 Final Rejection Pending Jan 20, 2023
17963532 SYSTEMS AND METHODS FOR PREDICTING THE TASTE OF A USER SCHULTZHAUS, JANNA NICOLE §101§102§112Other Non-Final OA 22d Pending Oct 11, 2022
17734317 METHODS AND SYSTEMS FOR CLASSIFICATION TO PROGNOSTIC LABELS USING EXPERT INPUTS 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 HUYNH, EMILY 3683 §101 Non-Final OA 128d overdue Pending Apr 04, 2022
17517745 METHODS AND SYSTEMS FOR SELF-FULFILLMENT OF AN ALIMENTARY INSTRUCTION SET BASED ON VIBRANT CONSTITUTIONAL GUIDANCE PEACH, POLINA G 2165 §103 Final Rejection 70d Pending Nov 03, 2021
17463948 SYSTEM AND METHOD FOR GENERATING A DIGESTIVE DISEASE FUNCTIONAL PROGRAM SZUMNY, JONATHON A 3686 §103 Non-Final OA 33d Pending Sep 01, 2021
17221430 SYSTEM AND METHOD FOR GENERATING A TOXICOLOGICAL AILMENT NOURISHMENT PROGRAM VASSELL, MEREDITH ABBOTT 1687 §101§103Other Non-Final OA 4d overdue Pending Apr 02, 2021
17216228 SYSTEM AND METHOD FOR GENERATING A MITOCHONDRIAL DYSFUNCTION NOURISHMENT PROGRAM BAILEY, STEVEN WILLIAM 1687 §101 Final Rejection Pending Mar 29, 2021
17216190 SYSTEMS AND METHODS FOR GENERATING AN ARTHRITIC DISORDER NOURISHMENT PROGRAM WEBB, JESSICA MARIE 3683 §101§103 Non-Final OA 99d overdue Pending Mar 29, 2021
17187975 METHODS AND SYSTEMS FOR REVERSING A GERIATRIC PROCESS GARTLAND, SCOTT D 3685 §101 Final Rejection 26d overdue Pending Mar 01, 2021
17164462 METHODS AND SYSTEMS FOR IDENTIFYING COMPATIBLE MEAL OPTIONS 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 ELSHAER, ALAAELDIN M 3687 §103 Final Rejection 70d overdue Pending Feb 01, 2021
17062710 SYSTEM AND METHOD FOR PRESENTING A MONITORING DEVICE IDENTIFICATION 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 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 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 BALAJ, ANTHONY MICHAEL 3682 §101 Final Rejection Pending Aug 31, 2020
16836008 ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR MULTI-FACTOR SELECTION PROCESS JACKSON, JORDAN L 2857 §101§112 Final Rejection 30d Pending Mar 31, 2020

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