Prosecution Insights
Prosecution Insights
65 pending office actions • 28 art units • 48 examiners • 0 of 65 (0%) have an AI response strategy ready • 39 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 64 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
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. 64 of the docket's apps have a known mailing date.
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.
| Bucket | Cases |
|---|---|
| §101 only | 23 (35%) |
| §103 only | 35 (54%) |
| §102 only | 1 (2%) |
| §112 only | 2 (3%) |
| No statute on record | 4 (6%) |
How the docket's pending cases split across USPTO tech-center bands.
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.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| HRANEK, KAREN AMANDA | 3 | 36.0% | +46.8% |
| SZUMNY, JONATHON A | 3 | 58.1% | +58.9% |
| COBANOGLU, DILEK B | 2 | 33.1% | +28.0% |
| JACKSON, JORDAN L | 2 | 40.8% | +38.5% |
| GEBREMICHAEL, BRUK A | 2 | 22.2% | +24.6% |
| SIOZOPOULOS, CONSTANTINE B | 2 | 57.2% | +41.2% |
| LAM, ELIZA ANNE | 2 | 37.7% | +30.5% |
| BARR, MARY EVANGELINE | 2 | 36.3% | +31.8% |
| LEE, ANDREW ELDRIDGE | 2 | 17.4% | +33.0% |
| WINSTON III, EDWARD B | 2 | 19.9% | +31.3% |
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 # | Title | Examiner | Due 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 |
| 17863051 | METHODS AND SYSTEMS FOR MEDICAL RECORD SEARCHING WITH TRANSMITTABLE MACHINE LEARNING | CHEN, KUANG FU | 126d overdue |
| 18076157 | METHODS, SYSTEMS, AND DEVICES FOR GENERATING A REFRESHMENT INSTRUCTION SET BASED ON INDIVIDUAL PREFERENCES | REYES, REGINALD R | 91d overdue |
| 17514623 | SYSTEM AND METHOD FOR GENERATING AN OTOLARYNGOLOGICAL FUNCTIONAL PROGRAM | STONE, RACHAEL SOJIN | 89d overdue |
| 17463915 | SYSTEMS AND METHODS FOR GENERATING AN INTEGRATIVE PROGRAM | BARR, MARY EVANGELINE | 85d overdue |
| 17884936 | METHOD AND APPARATUS FOR GENERATING A CIRCUIT PROTOCOL FOR INSTITUTING A DESIRED BODY MASS INDEX | HUYNH, EMILY | 81d overdue |
| 17164558 | SYSTEMS AND METHODS FOR GENERATING A CONGENITAL NOURISHMENT PROGRAM | LEE, ANDREW ELDRIDGE | 73d overdue |
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 # | Title | Examiner | Due in |
|---|---|---|---|
| 18377107 | METHODS AND SYSTEMS FOR A PHYSIOLOGICALLY INFORMED VIRTUAL SUPPORT NETWORK | HRANEK, KAREN AMANDA | 113d overdue |
| 17463915 | SYSTEMS AND METHODS FOR GENERATING AN INTEGRATIVE PROGRAM | BARR, MARY EVANGELINE | 85d overdue |
| 17164558 | SYSTEMS AND METHODS FOR GENERATING A CONGENITAL NOURISHMENT PROGRAM | LEE, ANDREW ELDRIDGE | 73d overdue |
| 18426154 | SYSTEM AND METHOD FOR GENERATING A NEONATAL DISORDER NOURISHMENT PROGRAM | HRANEK, KAREN AMANDA | 70d overdue |
| 18592570 | SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED BADGE | LAM, ELIZA ANNE | 50d overdue |
| 18938009 | SYSTEM AND METHOD FOR MODIFYING A NUTRITION REQUIREMENT | COBANOGLU, DILEK B | 46d overdue |
| 18369423 | APPARATUS AND METHOD FOR DETERMINING TOXIC LOAD QUANTIFIERS | SZUMNY, JONATHON A | 32d overdue |
| 18113839 | METHODS AND SYSTEMS FOR NUTRITIONAL RECOMMENDATION USING ARTIFICIAL INTELLIGENCE ANALYSIS OF IMMUNE IMPACTS | WINSTON III, EDWARD B | 15d overdue |
| Art Unit | Apps |
|---|---|
| 3683 | 10 |
| 3684 | 8 |
| 3686 | 6 |
| 3681 | 4 |
| 3682 | 4 |
| 3687 | 3 |
| 3685 | 3 |
| 2857 | 2 |
| 3715 | 2 |
| 2144 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18989259 | METHODS AND SYSTEMS FOR BIOLOGICALLY DETERMINED ARTIFICIAL INTELLIGENCE SELECTION GUIDANCE | HOANG, HAU HAI | 2167 | §101 | Non-Final OA | 58d overdue | Pending | Dec 20, 2024 |
| 18988078 | SYSTEMS AND METHODS FOR GENERATING A HEMATOLOGICAL PROGRAM | KHATTAR, RAJESH | 3684 | §103 | Non-Final OA | 62d | Pending | Dec 19, 2024 |
| 18984598 | ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR CONSTITUTIONAL ANALYSIS USING OBJECTIVE FUNCTIONS | PAULS, JOHN A | 3683 | §103 | Non-Final OA | 22d overdue | Pending | Dec 17, 2024 |
| 18938957 | SYSTEM AND METHOD FOR GENERATING A THYROID MALADY NOURISHMENT PROGRAM | EVANS, TRISTAN ISAAC | 3683 | §103 | Non-Final OA | 31d overdue | Pending | Nov 06, 2024 |
| 18938009 | SYSTEM AND METHOD FOR MODIFYING A NUTRITION REQUIREMENT | COBANOGLU, DILEK B | 3687 | §103 | Non-Final OA | 46d overdue | Pending | Nov 05, 2024 |
| 18806467 | METHOD AND SYSTEM FOR MODIFYING A PHYSICAL TRANSFER PATH | DEL TORO-ORTEGA, JORGE G | 3628 | §103 | Final Rejection | 59d overdue | Pending | Aug 15, 2024 |
| 18768155 | METHOD AND SYSTEM FOR SELECTING AN ALIMENTARY PROVIDER | JACKSON, JORDAN L | 2857 | §103 | Final Rejection | 28d | Pending | Jul 10, 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 |
| 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 |
| 18661324 | METHODS AND SYSTEMS FOR DETERMINING A COMPATIBLE SUBSTANCE | LEE, JONATHAN S | 2677 | §103 | Non-Final OA | 19d | Pending | May 10, 2024 |
| 18661304 | METHODS AND SYSTEMS FOR PERSONAL RECIPE GENERATION | ORTIZ SANCHEZ, MICHAEL | 2656 | §103 | Non-Final OA | 30d | Pending | May 10, 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 |
| 18625510 | METHODS AND SYSTEMS FOR INFORMING PRODUCT DECISIONS | COLEMAN, CHARLES P. | 3683 | §103 | Non-Final OA | — | Pending | Apr 03, 2024 |
| 18592570 | SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED BADGE | LAM, ELIZA ANNE | 3681 | §103 | Final Rejection | 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 |
| 18426154 | SYSTEM AND METHOD FOR GENERATING A NEONATAL DISORDER NOURISHMENT PROGRAM | HRANEK, KAREN AMANDA | 3684 | Other | Non-Final OA | 70d overdue | Pending | Jan 29, 2024 |
| 18410475 | METHODS AND SYSTEMS FOR TIMING IMPACT OF NOURISHMENT CONSUMPTION | SZUMNY, JONATHON A | 3686 | §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 | §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 |
| 18377107 | METHODS AND SYSTEMS FOR A PHYSIOLOGICALLY INFORMED VIRTUAL SUPPORT NETWORK | HRANEK, KAREN AMANDA | 3684 | §103 | Final Rejection | 113d overdue | Pending | Oct 05, 2023 |
| 18369423 | APPARATUS AND METHOD FOR DETERMINING TOXIC LOAD QUANTIFIERS | SZUMNY, JONATHON A | 3686 | §101 | Final Rejection | 32d overdue | Pending | Sep 18, 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 | §103 | 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 | Final Rejection | 9d | Pending | May 23, 2023 |
| 18197149 | METHODS AND SYSTEMS FOR GENERATING A SUPPLEMENT INSTRUCTION SET USING ARTIFICIAL INTELLIGENCE | COLE, BRANDON S | 2128 | §103 | Non-Final OA | 28d | Pending | May 15, 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 |
| 18195143 | METHODS AND SYSTEMS FOR CALCULATING AN EDIBLE SCORE IN A DISPLAY INTERFACE | WINSTON III, EDWARD B | 3683 | §101 | Final Rejection | 7d | Pending | May 09, 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 |
| 18113333 | DEVICE AND METHODS OF CALCULATING A THERAPEUTIC REMEDY RESULT | TOMASZEWSKI, MICHAEL | 3681 | §101 | Non-Final OA | 60d overdue | Pending | Feb 23, 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 |
| 18099346 | METHOD AND SYSTEM FOR PREDICTING ALIMENTARY ELEMENT ORDERING BASED ON BIOLOGICAL EXTRACTION | PARK, GRACE A | 2144 | §102 | Non-Final OA | 59d overdue | Pending | Jan 20, 2023 |
| 18076100 | METHODS AND SYSTEMS FOR IDENTIFYING COMPATIBLE MEAL OPTIONS | PUENTES, DANIEL CALRISSIAN | 2849 | §103 | Non-Final OA | 31d overdue | Pending | Dec 06, 2022 |
| 18076157 | METHODS, SYSTEMS, AND DEVICES FOR GENERATING A REFRESHMENT INSTRUCTION SET BASED ON INDIVIDUAL PREFERENCES | REYES, REGINALD R | 3684 | §101 | Final Rejection | 91d overdue | Pending | Dec 06, 2022 |
| 17963532 | SYSTEMS AND METHODS FOR PREDICTING THE TASTE OF A USER | SCHULTZHAUS, JANNA NICOLE | — | Other | Non-Final OA | 22d | Pending | Oct 11, 2022 |
| 17900712 | APPARATUS AND METHOD FOR ANALYZING A COMMUNICATION DATUM | ABOUZAHRA, REHAM K | 3625 | §103 | Non-Final OA | 44d overdue | Pending | Aug 31, 2022 |
| 17900685 | METHODS AND SYSTEMS FOR PHYSIOLOGICALLY INFORMED ACCOUNT METRICS UTILIZING ARTIFICIAL INTELLIGENCE | HATCH, ANGELA MAIDA | 3626 | §103 | Non-Final OA | 99d overdue | Pending | Aug 31, 2022 |
| 17884936 | METHOD AND APPARATUS FOR GENERATING A CIRCUIT PROTOCOL FOR INSTITUTING A DESIRED BODY MASS INDEX | HUYNH, EMILY | 3683 | §101 | Non-Final OA | 81d overdue | Pending | Aug 10, 2022 |
| 17863771 | METHODS AND SYSTEMS FOR DIETARY COMMUNICATIONS USING INTELLIGENT SYSTEMS REGARDING ENDOCRINAL MEASUREMENTS | WEBB, JESSICA MARIE | 3683 | §103 | Final Rejection | 103d overdue | Pending | Jul 13, 2022 |
| 17863051 | METHODS AND SYSTEMS FOR MEDICAL RECORD SEARCHING WITH TRANSMITTABLE MACHINE LEARNING | CHEN, KUANG FU | 2143 | §101 | Non-Final OA | 126d overdue | Pending | Jul 12, 2022 |
| 17734317 | METHODS AND SYSTEMS FOR CLASSIFICATION TO PROGNOSTIC LABELS USING EXPERT INPUTS | ERICKSON, BENNETT S | 3683 | §101 | 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 |
| 17712459 | METHODS AND SYSTEMS FOR SELECTING A PRESCRIPTIVE ELEMENT BASED ON USER IMPLEMENTATION INPUTS | HOLCOMB, MARK | 3685 | §103 | Final Rejection | 104d 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 |
| 17514623 | SYSTEM AND METHOD FOR GENERATING AN OTOLARYNGOLOGICAL FUNCTIONAL PROGRAM | STONE, RACHAEL SOJIN | 3681 | §101 | Final Rejection | 89d overdue | Pending | Oct 29, 2021 |
| 17463882 | METHODS AND SYSTEMS FOR CLASSIFICATION USING EXPERT DATA | WERNER, MARSHALL L | 2125 | §101 | Final Rejection | 17d overdue | Pending | Sep 01, 2021 |
| 17463915 | SYSTEMS AND METHODS FOR GENERATING AN INTEGRATIVE PROGRAM | BARR, MARY EVANGELINE | 3682 | §101 | Final Rejection | 85d overdue | Pending | Sep 01, 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 |
| 17401505 | METHODS AND SYSTEMS FOR OPTIMIZING DIETARY LEVELS UTILIZING ARTIFICIAL INTELLIGENCE | PEACH, POLINA G | 2165 | §103 | Final Rejection | 59d overdue | Pending | Aug 13, 2021 |
| 17365866 | METHOD AND SYSTEM FOR IDENTIFYING ROOT CAUSES | WERNER, MARSHALL L | 2125 | §103 | Final Rejection | 17d overdue | Pending | Jul 01, 2021 |
| 17221400 | METHODS AND SYSTEMS OF BIOMETRIC IDENTIFICATION IN TELEMEDICINE USING REMOTE SENSING | MONTICELLO, WILLIAM THOMAS | 3682 | §101 | Final Rejection | 60d overdue | Pending | Apr 02, 2021 |
| 17221430 | SYSTEM AND METHOD FOR GENERATING A TOXICOLOGICAL AILMENT NOURISHMENT PROGRAM | VASSELL, MEREDITH ABBOTT | 1687 | Other | Non-Final OA | 4d overdue | Pending | Apr 02, 2021 |
| 17216190 | SYSTEMS AND METHODS FOR GENERATING AN ARTHRITIC DISORDER NOURISHMENT PROGRAM | WEBB, JESSICA MARIE | 3683 | §103 | Final Rejection | 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 |
| 17164602 | SYSTEMS AND METHODS FOR GENERATING A NUTRITIVE PLAN TO MANAGE A UROLOGICAL DISORDER | ELSHAER, ALAAELDIN M | 3687 | §103 | Non-Final OA | 70d overdue | Pending | Feb 01, 2021 |
| 17164558 | SYSTEMS AND METHODS FOR GENERATING A CONGENITAL NOURISHMENT PROGRAM | LEE, ANDREW ELDRIDGE | 3684 | §103 | Non-Final OA | 73d overdue | Pending | Feb 01, 2021 |
| 17164462 | METHODS AND SYSTEMS FOR IDENTIFYING COMPATIBLE MEAL OPTIONS | ROBINSON, KYLE G | 3685 | §103 | Non-Final OA | 12d | Pending | Feb 01, 2021 |
| 17062710 | SYSTEM AND METHOD FOR PRESENTING A MONITORING DEVICE IDENTIFICATION | HRANEK, KAREN AMANDA | 3684 | §101 | 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 | Final Rejection | 131d overdue | Pending | Sep 25, 2020 |
| 16836008 | ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR MULTI-FACTOR SELECTION PROCESS | JACKSON, JORDAN L | 2857 | §112 | Final Rejection | 30d | Pending | Mar 31, 2020 |
| 16529852 | METHODS AND SYSTEMS FOR RELATING USER INPUTS TO ANTIDOTE LABELS USING ARTIFICIAL INTELLIGENCE | WONG, WILLIAM | 2144 | §103 | Non-Final OA | 37d overdue | Pending | Aug 02, 2019 |
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