Technology area: Transportation, E-Commerce & Mechanical Systems
51 pending office actions • 22 art units • 36 examiners • 0 of 51 (0%) have an AI response strategy ready • 48 patents granted in the last 365 days
Cerner Innovation Inc. has 49 pending office actions in Transportation, E-Commerce & Mechanical Systems. The matters span 35 distinct examiners and 21 distinct art units, showing substantial activity distributed across a broad set of examination relationships and technical assignments.
LAGOY, KYRA RAND is the busiest examiner, with 4 pending matters. Those cases warrant coordinated review for recurring issues, while the larger examiner spread requires a consistent process for interviews, amendments, and response timing. The 21 art-unit assignments provide a useful structure for aligning related technical positions.
Based on the USPTO statutory response window for each pending office action. 28 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. 28 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 | 17 (33%) |
| §101 + other | 22 (43%) |
| §103 only | 4 (8%) |
| §102 only | 2 (4%) |
| §112 only | 2 (4%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 3 (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 |
|---|---|---|---|
| LAGOY, KYRA RAND | 4 | 9.5% | -11.1% |
| COBANOGLU, DILEK B | 4 | 33.2% | +27.3% |
| WINSTON III, EDWARD B | 4 | 20.0% | +31.3% |
| STONE, RACHAEL SOJIN | 4 | 55.2% | +21.0% |
| NAJARIAN, LENA | 2 | 38.9% | +38.9% |
| BARR, MARY EVANGELINE | 2 | 36.1% | +32.5% |
| SANGHERA, STEVEN G.S. | 2 | 30.3% | +29.7% |
| LE, LINH GIANG | 1 | 66.3% | -4.5% |
| MAHMUD, GOLAM | 1 | 61.5% | +30.1% |
| OBAID, HAMZEH M | 1 | 37.9% | +21.8% |
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 |
|---|---|---|---|
| 17824440 | COMPUTER SYSTEM FOR CONTRAINDICATION IDENTIFICATION USING A DATA MODEL AND ELECTRONIC RECORDS | JACKSON, JORDAN L | 88d overdue |
| 17136372 | SYSTEMS AND METHODS FOR DETERMINING GESTATIONAL DIABETES MELLITUS RISK AND ASSIGNING WORKFLOWS | ABDULLAH, AAISHA | 32d overdue |
| 19030647 | Messaging Protocol | LAGOY, KYRA RAND | 31d overdue |
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 31d overdue |
| 17196766 | INTELLIGENT SCHEDULING SYSTEM AND METHODS BASED ON PATIENT SPECIFIC DATA AND CLUSTER SIMILARITY | COVINGTON, AMANDA R | 8d overdue |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 4d overdue |
| 17530613 | METHODS FOR PREDICTING MEDICATION INDUCED RESPIRATORY DEPRESSION | RAPILLO, KRISTINE K | 4d overdue |
| 17509430 | Service Request Prioritization | MINOR, AYANNA YVETTE | 4d 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 |
|---|---|---|---|
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 31d overdue |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 4d overdue |
| 19026246 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 2d overdue |
| 19026234 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 2d overdue |
| 19027834 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 1d overdue |
| 19028080 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 9d |
| 19025978 | Predicting Recurrent Urolithiasis And Decision Support Tool | WINSTON III, EDWARD B | 29d |
| 19026005 | Predicting Recurrent Urolithiasis And Decision Support Tool | WINSTON III, EDWARD B | 34d |
| Art Unit | Apps |
|---|---|
| 3687 | 9 |
| 3683 | 6 |
| 3681 | 5 |
| 3685 | 4 |
| 3684 | 4 |
| 3686 | 3 |
| 3682 | 3 |
| 3624 | 2 |
| 2657 | 2 |
| 2458 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19304961 | SECURITIZING AND TRADING HEALTH QUALITY CREDITS | LE, LINH GIANG | 3686 | §101§102§112Other | Non-Final OA | — | Pending | Aug 20, 2025 |
| 19184135 | DASHBOARD INTERFACE | MAHMUD, GOLAM | 2458 | §102Other | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19093670 | Advanced Forecasting Tool for Key Performance Indicators in Revenue Cycle Management | OBAID, HAMZEH M | 3624 | §101§102 | Final Rejection | — | Pending | Mar 28, 2025 |
| 19067609 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101§112 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19067528 | Determining A Cardiovascular Ischemic Event And Decision Support Tool | ERICKSON, BENNETT S | 3683 | §101 | Final Rejection | — | Pending | Feb 28, 2025 |
| 19067633 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19030647 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 31d overdue | Pending | Jan 17, 2025 |
| 19030745 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 2d overdue | Pending | Jan 17, 2025 |
| 19027834 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 3682 | §112 | Final Rejection | 1d overdue | Pending | Jan 17, 2025 |
| 19028546 | Dynamic Management of Data Centers | BAE, JI H | 2176 | §103§112DP | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19028080 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 3682 | §101 | Final Rejection | 9d | Pending | Jan 17, 2025 |
| 19028374 | Dynamic Management Of Treatments For One Or More Conditions | REICHERT, RACHELLE LEIGH | 3686 | §101§112 | Final Rejection | 30d | Pending | Jan 17, 2025 |
| 19027442 | Tool For Assisting People With Speech Disorder | SERRAGUARD, SEAN ERIN | 2657 | §103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030816 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§112 | Final Rejection | 14d | Pending | Jan 17, 2025 |
| 19026246 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 2d overdue | Pending | Jan 16, 2025 |
| 19026234 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 2d overdue | Pending | Jan 16, 2025 |
| 19025997 | Predicting Recurrent Urolithiasis And Decision Support Tool | WINSTON III, EDWARD B | 3683 | §101§103 | Final Rejection | — | Pending | Jan 16, 2025 |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101§112 | Final Rejection | 4d overdue | Pending | Jan 16, 2025 |
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 3684 | §101§112 | Final Rejection | 31d overdue | Pending | Jan 16, 2025 |
| 19026005 | Predicting Recurrent Urolithiasis And Decision Support Tool | WINSTON III, EDWARD B | 3683 | §101§112 | Final Rejection | 34d | Pending | Jan 16, 2025 |
| 19025978 | Predicting Recurrent Urolithiasis And Decision Support Tool | WINSTON III, EDWARD B | 3683 | §101 | Final Rejection | 29d | Pending | Jan 16, 2025 |
| 19013945 | Processing Multi-Party Conversations | WOO, STELLA L | 2693 | §102 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 19013600 | Indicator For Probable Inheritance Of Genetic Disease | KANAAN, MAROUN P | 3687 | §101§102 | Final Rejection | — | Pending | Jan 08, 2025 |
| 18990977 | MEDICAL VOICE COMMAND INTEGRATION | ABEBE, DANIEL DEMELASH | 2657 | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18915884 | Generating CDA Documents Utilizing FHIR Resources | CHANG, TOM Y | 2455 | §103Other | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18806292 | CUSTOMIZING HEALTHCARE APP DASHBOARD BASED ON CLINICAL RECORDS | HANKS, BENJAMIN L | 3684 | §103 | Final Rejection | 33d | Pending | Aug 15, 2024 |
| 18799933 | STRUCTURED DATA SHARING USING DIGITALLY ENCODED IMAGES | BUDISALICH, ANDREW STEVEN | 2662 | §103 | Final Rejection | — | Pending | Aug 09, 2024 |
| 18773517 | Concept Agnostic Reconcilation And Prioritization Based On Deterministic And Conservative Weight Methods | HU, XIAOQIN | 2168 | §112 | Final Rejection | 17d overdue | Pending | Jul 15, 2024 |
| 18767726 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101§112 | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18764992 | SUBJECT-CENTRIC SMART HOSPITAL WITH CUSTOMIZABLE SMART SERVICES | EVANS, ASHLEY ELIZABETH | 3687 | §101§103 | Non-Final OA | 33d | Pending | Jul 05, 2024 |
| 18635966 | Reducing The Risk Of Potentially Preventable Events | SANGHERA, STEVEN G.S. | 3684 | §101§112 | Non-Final OA | 40d | Pending | Apr 15, 2024 |
| 18410253 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 41d | Pending | Jan 11, 2024 |
| 18410219 | Concept Mapping Using Large Language Models | HUYNH, EMILY | 3683 | §101 | Final Rejection | 26d | Pending | Jan 11, 2024 |
| 18397052 | ERROR RESOLUTION AND AUTO-CORRECTION FOR UNPROCESSED DATA RECORDS | LIN, KATHERINE Y | 2113 | §101 | Final Rejection | — | Pending | Dec 27, 2023 |
| 18391624 | Ontological Standards Based Approach To Charting Utilizing A Generic Concept Content Based Framework Across Multiple Localized Proprietary Domains | IQBAL, MUSTAFA | 3625 | §101 | Final Rejection | 16d | Pending | Dec 20, 2023 |
| 18322296 | PATIENT INFORMATION MANAGEMENT SYSTEMS AND METHODS OF PROCESSING PATIENT INFORMATION BASED ON NON-HEALTHCARE DATA | CHOI, DAVID | 3684 | §101 | Non-Final OA | 49d | Pending | May 23, 2023 |
| 18321938 | CONCEPT MAPPING FOR INTEGRATED CHARTING | WILLIAMS, TERESA S | 3687 | §101 | Final Rejection | 35d | Pending | May 23, 2023 |
| 18192330 | FORECASTING MACROPHAGE ACTIVATION SYNDROMES | CLOW, LORI A | 1687 | §101§112DP | Non-Final OA | — | Pending | Mar 29, 2023 |
| 17950760 | PNEUMONIA READMISSION PREVENTION | STONE, RACHAEL SOJIN | 3681 | §101§102 | Final Rejection | 72d | Pending | Sep 22, 2022 |
| 17824440 | COMPUTER SYSTEM FOR CONTRAINDICATION IDENTIFICATION USING A DATA MODEL AND ELECTRONIC RECORDS | JACKSON, JORDAN L | 2857 | §101 | Final Rejection | 88d overdue | Pending | May 25, 2022 |
| 17738199 | COMPUTERIZED DECISION SUPPORT TOOL FOR PREVENTING FALLS IN POST-ACUTE CARE PATIENTS | DHARITHREESAN, NIDHI | 1686 | §103§112 | Final Rejection | — | Pending | May 06, 2022 |
| 17733538 | PREDICTING GLYCOGEN STORAGE DISEASES (POMPE DISEASE) AND DECISION SUPPORT | STONE, RACHAEL SOJIN | 3681 | §101 | Non-Final OA | 55d | Pending | Apr 29, 2022 |
| 17530613 | METHODS FOR PREDICTING MEDICATION INDUCED RESPIRATORY DEPRESSION | RAPILLO, KRISTINE K | 3682 | §101§112 | Final Rejection | 4d overdue | Pending | Nov 19, 2021 |
| 17509430 | Service Request Prioritization | MINOR, AYANNA YVETTE | 3624 | §101 | Final Rejection | 4d overdue | Pending | Oct 25, 2021 |
| 17196766 | INTELLIGENT SCHEDULING SYSTEM AND METHODS BASED ON PATIENT SPECIFIC DATA AND CLUSTER SIMILARITY | COVINGTON, AMANDA R | 3686 | §101 | Final Rejection | 8d overdue | Pending | Mar 09, 2021 |
| 17136372 | SYSTEMS AND METHODS FOR DETERMINING GESTATIONAL DIABETES MELLITUS RISK AND ASSIGNING WORKFLOWS | ABDULLAH, AAISHA | 3681 | §101§103§112 | Final Rejection | 32d overdue | Pending | Dec 29, 2020 |
| 17128582 | PREDICTIVE, DIAGNOSTIC AND THERAPEUTIC APPLICATIONS OF WEARABLES FOR MENTAL HEALTH | MUTCHLER, CHRISTOPHER JOHN | 3796 | §101 | Final Rejection | — | Pending | Dec 21, 2020 |
| 17123520 | Opioid Use Disorder Predictor | STONE, RACHAEL SOJIN | 3681 | §101§112 | Final Rejection | — | Pending | Dec 16, 2020 |
| 16233348 | SYSTEMS AND METHODS FOR REFACTORING A KNOWLEDGE MODEL TO INCREASE DOMAIN KNOWLEDGE AND RECONCILE ELECTRONIC RECORDS | BEJCEK II, ROBERT H | 2148 | §103§112 | Final Rejection | — | Pending | Dec 27, 2018 |
| 16154491 | FORECASTING UTERINE ACTIVITY | STONE, RACHAEL SOJIN | 3681 | §101§112 | Non-Final OA | — | Pending | Oct 08, 2018 |
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Start Free TrialCerner Innovation Inc. has 51 pending office actions as of October 2026, spread across 22 art units and 36 examiners.
Kyra Rand Lagoy has the most, with 4 of Cerner Innovation Inc.'s pending office actions.
Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.
