Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
116 pending office actions • 8 clients • 101 examiners • 65 art units • 0 of 116 (0%) have an AI response strategy ready • 219 patents granted in the last 365 days
Invoke has 111 pending office actions in Transportation, E-Commerce & Mechanical Systems and a career record of 245 applications. The pending docket is substantial in relation to the reported application history, making active examination management an important practical focus.
The resolved allowance rate is 89.18%, and the average is 3.01 office actions per allowance. Practitioners can use these measures to separate current workload from resolved outcomes and to evaluate the examination activity associated with allowed matters.
Based on the USPTO statutory response window for each pending office action. 51 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. 51 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 | 27 (23%) |
| §101 + other | 50 (43%) |
| §103 only | 16 (14%) |
| §102 only | 2 (2%) |
| §112 only | 5 (4%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 13 (11%) |
| No statute on record | 2 (2%) |
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% |
| WINSTON III, EDWARD B | 4 | 20.0% | +31.3% |
| COBANOGLU, DILEK B | 4 | 33.2% | +27.3% |
| 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% |
| LIU, GORDON G | 1 | 83.0% | +14.7% |
| LEE JR, KENNETH B | 1 | 85.7% | +8.7% |
| ALAM, SHAHID AL | 1 | 87.8% | +14.6% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18901159 | Untitled | LIU, GORDON G | — |
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 |
| 18662550 | Abridged Multilingual Speech Models For Automatic Speech Recognition | DUGDA, MULUGETA TUJI | 24d overdue |
| 17191379 | RANDOMIZED METHOD FOR IMPROVING APPROXIMATIONS FOR NONLINEAR SUPPORT VECTOR MACHINES | PRESSLY, KURT NICHOLAS | 19d overdue |
| 18639807 | SYSTEM AND METHOD FOR ENRICHING CLOUD USAGE DATA | BOND, REED MADISON | 15d overdue |
| 17196766 | INTELLIGENT SCHEDULING SYSTEM AND METHODS BASED ON PATIENT SPECIFIC DATA AND CLUSTER SIMILARITY | COVINGTON, AMANDA R | 8d 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 |
| Client (Assignee) | Pending OAs |
|---|---|
| ORACLE INTERNATIONAL CORPORATION | 67 |
| CERNER INNOVATION, INC. | 43 |
| SimX, Inc. | 1 |
| Sonet.Io, Inc. | 1 |
| Ordr, Inc. | 1 |
| The Travelers Indemnity Company | 1 |
| Ordr Inc. | 1 |
| LendingClub | 1 |
| Art Unit | Apps |
|---|---|
| 3687 | 8 |
| 3624 | 6 |
| 3683 | 6 |
| 3685 | 5 |
| 3681 | 5 |
| 3627 | 3 |
| 2176 | 3 |
| 3623 | 3 |
| 2658 | 3 |
| 3682 | 3 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18901159 | Untitled | Oracle International Corporation | LIU, GORDON G | 2618 | §103 | Final Rejection | — | Pending | |
| 19488513 | Automated Interactive Simulations Through Fusion Of Interaction Tracking And Artificial Intelligence | Simx, Inc. | LEE JR, KENNETH B | 2625 | §102§103 | Non-Final OA | — | Pending | Nov 26, 2025 |
| 19373223 | Text-Triggered Database and API Actions | Oracle International Corporation | ALAM, SHAHID AL | 2161 | §101 | Non-Final OA | — | Pending | Oct 29, 2025 |
| 19324791 | ML-Based Selection Of Components Of A Graphical User Interface Based On User-Defined Queries | Oracle International Corporation | CONYERS, DAWAUNE A | 2159 | §101§103 | Non-Final OA | — | Pending | Sep 10, 2025 |
| 19294641 | Augmenting Knowledge Not Available in Electronic Health Record System Patient Charts | Oracle International Corporation | SHELDEN, BION A | 3685 | §101§103§112 | Non-Final OA | — | Pending | Aug 08, 2025 |
| 19279476 | Application of Geographical Spatial Data For Determining Applicable Tax Rules and Codes | Oracle International Corporation | MITCHELL, NATHAN A | 3627 | §101§103 | Non-Final OA | — | Pending | Jul 24, 2025 |
| 19274979 | Distributing Certificate Bundles According To Fault Domains | Oracle International Corporation | KIM, HEE SOO | 2443 | Other | Non-Final OA | — | Pending | Jul 21, 2025 |
| 19269810 | Network Intrusion Detection and Response System | Oracle International Corporation | BAZNA, JUDY | 2495 | §103 | Non-Final OA | — | Pending | Jul 15, 2025 |
| 19266962 | Determining Phrases For Use In A Multi-Step Authentication Process | Oracle International Corporation | WORKU, SARON MATTHEWOS | 2408 | §103 | Non-Final OA | — | Pending | Jul 11, 2025 |
| 19235251 | Secure Access Via A Remote Client | Sonet.Io, Inc. | BROWN, ANTHONY D | 2408 | §103 | Non-Final OA | — | Pending | Jun 11, 2025 |
| 19233437 | Automatic Error Recovery For Parser | Oracle International Corporation | SPIELER, WILLIAM | 2159 | §112 | Final Rejection | — | Pending | Jun 10, 2025 |
| 19187611 | Content Generation With Generative AI Based on Mapping Proprietary Content to Non-Proprietary Content | Oracle International Corporation | NGUYEN, PHONG H | 2156 | §102§103 | Final Rejection | — | Pending | Apr 23, 2025 |
| 19186384 | USING MACHINE LEARNING ALGORITHMS TO PREDICT TRANSACTIONS THAT MATCH EACH OTHER USING PATTERNS FROM MATCHING FEEDBACK | Oracle International Corporation | LUDWIG, PETER L | 3627 | §101§103 | Final Rejection | — | Pending | Apr 22, 2025 |
| 19185202 | AI-Assisted Project Proposal Generation Triggered By Changes In Prompt-Referenced Datasets | Oracle International Corporation | DWIVEDI, MAHESH H | 2168 | §101§102§103§112 | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19093670 | Advanced Forecasting Tool for Key Performance Indicators in Revenue Cycle Management | Cerner Innovation, Inc. | OBAID, HAMZEH M | 3624 | §101§102 | Final Rejection | — | Pending | Mar 28, 2025 |
| 19074716 | Modifying Routing Configurations of a Network Fabric Based on Telemetry Data | Oracle International Corporation | CHOU, ALAN S | 2451 | §102§103 | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19072438 | Budgets Enforcement for Computing Devices and Computing Infrastructure | Oracle International Corporation | JOHNSON, TERRELL S | 2176 | §102§103 | Non-Final OA | — | Pending | Mar 06, 2025 |
| 19072445 | Dynamic Management for Computing Devices and Computing Infrastructure | Oracle International Corporation | SAMPATH, GAYATHRI | 2176 | §102§103 | Non-Final OA | — | Pending | Mar 06, 2025 |
| 19067609 | Discovering Context-Specific Complexity And Utilization Trajectories | Cerner Innovation, Inc. | NAJARIAN, LENA | 3687 | §101§112 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19067528 | Determining A Cardiovascular Ischemic Event And Decision Support Tool | Cerner Innovation, Inc. | ERICKSON, BENNETT S | 3683 | §101 | Final Rejection | — | Pending | Feb 28, 2025 |
| 19067633 | Discovering Context-Specific Complexity And Utilization Trajectories | Cerner Innovation, Inc. | NAJARIAN, LENA | 3687 | §101 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19065437 | SYSTEMS AND METHODS FOR SMART ELECTRONIC FORM MANAGEMENT WITH CONDITION TRACKING | Oracle International Corporation | DELICH, STEPHANIE ZAGARELLA | 3623 | §101§103 | Final Rejection | — | Pending | Feb 27, 2025 |
| 19063539 | Multilingual Task Evaluation System For Language Models | Oracle International Corporation | WEAVER, ADAM MICHAEL | 2658 | §101§103 | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19057355 | Container Orchestration Framework Aware Port Scanning | Oracle International Corporation | SWEARINGEN, JEFFREY R | 2445 | §112 | Non-Final OA | — | Pending | Feb 19, 2025 |
| 19054168 | Efficient Core Reindexing | Oracle International Corporation | MORRISON, JAY A | 2151 | §101§103 | Final Rejection | 75d | Pending | Feb 14, 2025 |
| 19042610 | Guided Augmentation Of Data Sets For Machine Learning Models | Oracle International Corporation | YEN, ERIC L | 2658 | §112 | Non-Final OA | — | Pending | Jan 31, 2025 |
| 19027442 | Tool For Assisting People With Speech Disorder | Cerner Innovation, Inc. | SERRAGUARD, SEAN ERIN | 2657 | §103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19027834 | Dynamic Assessment For Decision Support | Cerner Innovation, Inc. | BARR, MARY EVANGELINE | 3682 | §112 | Final Rejection | 1d overdue | Pending | Jan 17, 2025 |
| 19028546 | Dynamic Management of Data Centers | Cerner Innovation, Inc. | BAE, JI H | 2176 | §103§112DP | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030647 | Messaging Protocol | Cerner Innovation, Inc. | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 31d overdue | Pending | Jan 17, 2025 |
| 19028374 | Dynamic Management Of Treatments For One Or More Conditions | Cerner Innovation, Inc. | REICHERT, RACHELLE LEIGH | 3686 | §101§112 | Final Rejection | 30d | Pending | Jan 17, 2025 |
| 19030745 | Messaging Protocol | Cerner Innovation, Inc. | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 2d overdue | Pending | Jan 17, 2025 |
| 19030816 | Messaging Protocol | Cerner Innovation, Inc. | LAGOY, KYRA RAND | 3685 | §101§112 | Final Rejection | 14d | Pending | Jan 17, 2025 |
| 19028080 | Dynamic Assessment For Decision Support | Cerner Innovation, Inc. | BARR, MARY EVANGELINE | 3682 | §101 | Final Rejection | 9d | Pending | Jan 17, 2025 |
| 19026005 | Predicting Recurrent Urolithiasis And Decision Support Tool | Cerner Innovation, Inc. | WINSTON III, EDWARD B | 3683 | §101§112 | Final Rejection | 34d | Pending | Jan 16, 2025 |
| 19025978 | Predicting Recurrent Urolithiasis And Decision Support Tool | Cerner Innovation, Inc. | WINSTON III, EDWARD B | 3683 | §101 | Final Rejection | 29d | Pending | Jan 16, 2025 |
| 19026206 | Integrated Coordination Of Care | Cerner Innovation, Inc. | COBANOGLU, DILEK B | 3687 | §101§112 | Final Rejection | 4d overdue | Pending | Jan 16, 2025 |
| 19025997 | Predicting Recurrent Urolithiasis And Decision Support Tool | Cerner Innovation, Inc. | WINSTON III, EDWARD B | 3683 | §101§103 | Final Rejection | — | Pending | Jan 16, 2025 |
| 19026291 | Patient Safety Using Virtual Observation | Cerner Innovation, Inc. | SANGHERA, STEVEN G.S. | 3684 | §101§112 | Final Rejection | 31d overdue | Pending | Jan 16, 2025 |
| 19026246 | Integrated Coordination Of Care | Cerner Innovation, Inc. | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 2d overdue | Pending | Jan 16, 2025 |
| 19026234 | Integrated Coordination Of Care | Cerner Innovation, Inc. | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 2d overdue | Pending | Jan 16, 2025 |
| 19022551 | Visualization Tool For Building Nested Queries | Oracle International Corporation | GIULIANI, GIUSEPPI J | 2153 | §102Other | Final Rejection | — | Pending | Jan 15, 2025 |
| 19016140 | Language Model Evaluation Using Key-Phrase Extraction And Text Summarization | Oracle International Corporation | AGAHI, DARIOUSH | 2656 | §101§103§112 | Non-Final OA | — | Pending | Jan 10, 2025 |
| 19013600 | Indicator For Probable Inheritance Of Genetic Disease | Cerner Innovation, Inc. | KANAAN, MAROUN P | 3687 | §101§102 | Final Rejection | — | Pending | Jan 08, 2025 |
| 19013945 | Processing Multi-Party Conversations | Cerner Innovation, Inc. | WOO, STELLA L | 2693 | §102 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 18985248 | Personalized Customer Surveys Using Machine Learning | Oracle International Corporation | SANTOS-DIAZ, MARIA C | 3629 | §101§103§112 | Final Rejection | — | Pending | Dec 18, 2024 |
| 18952542 | Automatic De-Identification of Sensitive Data with De-Identification Evaluation | Oracle International Corporation | TABOR, AMARE F | 2434 | §103 | Final Rejection | — | Pending | Nov 19, 2024 |
| 18919631 | Integration System For Computing Device Networks | Ordr, Inc. | LEGGETT, ANDREA C. | 2171 | §102§103 | Non-Final OA | — | Pending | Oct 18, 2024 |
| 18915884 | Generating CDA Documents Utilizing FHIR Resources | Cerner Innovation, Inc. | CHANG, TOM Y | 2455 | §103Other | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18902159 | Semi-Automated Deployment For An Intra-Service Communication Infrastructure | Oracle International Corporation | CHEN, WUJI | 2449 | §103 | Final Rejection | 31d overdue | Pending | Sep 30, 2024 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial89.2% of resolved applications prosecuted by Invoke were allowed, across 245 applications in USPTO records.
3.01 office actions per allowed application on average.
116 pending office actions as of October 2026, for 8 clients, before 101 examiners in 65 art units.
