Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
47 pending office actions • 13 art units • 33 examiners • 0 of 47 (0%) have an AI response strategy ready • 50 patents granted in the last 365 days
Cerner Innovation Inc. has 43 pending office actions in the Transportation, E-Commerce & Mechanical Systems technology area. These actions are spread across 13 distinct art units, reflecting the company's range of healthcare and logistics technologies. The involvement of 30 distinct examiners suggests that many examiners are handling more than one case within the portfolio, which may allow for more efficient prosecution through examiner-specific insights.
Kyra Rand Lagoy is the busiest examiner for this company, currently managing 4 pending office actions. This concentration means that Kyra Rand Lagoy is responsible for a portion of the 43 pending cases. With 30 distinct examiners and 13 distinct art units involved, the company must balance its focus on key examiners like Kyra Rand Lagoy with a broader strategy for the rest of the 43 pending cases, ensuring that its healthcare innovations are effectively protected.
Based on the USPTO statutory response window for each pending office action. 25 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. 25 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 | 13 (28%) |
| §101 + other | 23 (49%) |
| §103 only | 4 (9%) |
| §102 only | 2 (4%) |
| §112 only | 2 (4%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 2 (4%) |
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% |
| NAJARIAN, LENA | 3 | 38.9% | +39.2% |
| WILLIAMS, TERESA S | 3 | 25.1% | +17.4% |
| BARR, MARY EVANGELINE | 3 | 35.8% | +32.6% |
| COBANOGLU, DILEK B | 3 | 33.3% | +27.0% |
| REICHERT, RACHELLE LEIGH | 2 | 30.2% | +33.2% |
| SANGHERA, STEVEN G.S. | 2 | 30.8% | +30.4% |
| STONE, RACHAEL SOJIN | 2 | 55.2% | +21.0% |
| EDOUARD, JONATHAN CHRISTOPHER | 1 | 22.8% | +36.9% |
| BALAJ, ANTHONY MICHAEL | 1 | 30.6% | +30.6% |
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 |
| 19028374 | Dynamic Management Of Treatments For One Or More Conditions | REICHERT, RACHELLE LEIGH | 30d |
| 18321938 | CONCEPT MAPPING FOR INTEGRATED CHARTING | WILLIAMS, TERESA S | 35d |
| Art Unit | Apps |
|---|---|
| 3687 | 7 |
| 3682 | 5 |
| 3683 | 4 |
| 3685 | 4 |
| 3684 | 4 |
| 3686 | 3 |
| 3681 | 3 |
| 3624 | 2 |
| 2168 | 1 |
| 2113 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19302235 | Machine Learning Based Emergency Healthcare Information Extraction | EDOUARD, JONATHAN CHRISTOPHER | 3683 | §101§103§112 | Non-Final OA | — | Pending | Aug 18, 2025 |
| 19211431 | MACHINE LEARNING BASED SMART ARRAY FOR HEALTHCARE PROVIDERS | BALAJ, ANTHONY MICHAEL | 3682 | §101§102§103 | Non-Final OA | — | Pending | May 19, 2025 |
| 19184135 | DASHBOARD INTERFACE | MAHMUD, GOLAM | — | §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 |
| 19067633 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | — | §101 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19067528 | Determining A Cardiovascular Ischemic Event And Decision Support Tool | ERICKSON, BENNETT S | 3683 | §101§103 | Final Rejection | — | Pending | Feb 28, 2025 |
| 19067507 | Machine Learning Engine And Rule Engine For Document Auto-Population Using Historical And Contextual Data | WILLIAMS, TERESA S | — | §101§102§103 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19027225 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101§103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030647 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 31d overdue | Pending | Jan 17, 2025 |
| 19030816 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§112 | Final Rejection | 14d | Pending | Jan 17, 2025 |
| 19027834 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 3682 | §112 | Final Rejection | 1d overdue | 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 | — | §103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030745 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 2d overdue | Pending | Jan 17, 2025 |
| 19027185 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101§103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19028546 | Dynamic Management of Data Centers | BAE, JI H | — | §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 |
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 3684 | §101§112 | Final Rejection | 31d overdue | Pending | Jan 16, 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 |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101§112 | Final Rejection | 4d overdue | Pending | Jan 16, 2025 |
| 19025978 | Predicting Recurrent Urolithiasis And Decision Support Tool | WINSTON III, EDWARD B | 3683 | §101§103 | Final Rejection | 29d | Pending | Jan 16, 2025 |
| 19013945 | Processing Multi-Party Conversations | WOO, STELLA L | — | §102 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 18990977 | MEDICAL VOICE COMMAND INTEGRATION | ABEBE, DANIEL DEMELASH | — | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18915884 | Generating CDA Documents Utilizing FHIR Resources | CHANG, TOM Y | — | §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 | — | §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 |
| 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 |
| 18492202 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 3682 | §101 | Non-Final OA | — | Pending | Oct 23, 2023 |
| 18321938 | CONCEPT MAPPING FOR INTEGRATED CHARTING | WILLIAMS, TERESA S | 3687 | §101§103 | Final Rejection | 35d | Pending | May 23, 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 |
| 18192330 | FORECASTING MACROPHAGE ACTIVATION SYNDROMES | CLOW, LORI A | — | §101§112DP | Non-Final OA | — | Pending | Mar 29, 2023 |
| 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 |
| 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 |
| 16730035 | INTEGRATED HEALTH CONTENT FRAMEWORK | WILLIAMS, TERESA S | 3687 | §101§112 | Non-Final OA | — | Pending | Dec 30, 2019 |
| 16720969 | SYSTEM AND METHODS FOR RECONSTITUTING AN OBJECT IN A RUNTIME ENVIRONMENT USING HEAP MEMORY | WHEATON, BRADFORD F | 2193 | §103§112 | Final Rejection | — | Pending | Dec 19, 2019 |
| 16572952 | DYNAMIC MANAGEMENT OF TREATMENTS FOR ONE OR MORE CONDITIONS | REICHERT, RACHELLE LEIGH | 3686 | §101§112Other | Non-Final OA | — | Pending | Sep 17, 2019 |
| 16154491 | FORECASTING UTERINE ACTIVITY | STONE, RACHAEL SOJIN | 3681 | §101§112 | Non-Final OA | — | Pending | Oct 08, 2018 |
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