Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
114 pending office actions • 8 clients • 99 examiners • 47 art units • 0 of 114 (0%) have an AI response strategy ready • 220 patents granted in the last 365 days
Invoke operates in the Transportation, E-Commerce & Mechanical Systems technology area. The firm has managed 241 career applications, establishing a record of filings in these sectors. Its resolved allowance rate pct of 89.12 provides a clear metric for its historical success in securing patent grants for its clients. This rate reflects the firm's experience in handling various mechanical and commercial patent matters.
The firm currently has 81 pending office actions, representing its active engagement with the patent office. On average, the firm receives 3.02 avg office actions per allowance. This figure suggests the level of persistence and negotiation required to move an application from filing to issuance. For practitioners, the 89.12 resolved allowance rate pct and 3.02 avg office actions per allowance serve as key indicators of the firm's prosecution efficiency and effectiveness in the Transportation, E-Commerce & Mechanical Systems field for its 241 career applications. These metrics help set expectations for the prosecution cycle.
Based on the USPTO statutory response window for each pending office action. 48 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. 48 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 (24%) |
| §101 + other | 48 (42%) |
| §103 only | 16 (14%) |
| §102 only | 2 (2%) |
| §112 only | 3 (3%) |
| Double-patenting + other | 2 (2%) |
| Multi-statute (no §101) | 15 (13%) |
| No statute on record | 1 (1%) |
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 |
|---|---|---|---|
| NAJARIAN, LENA | 4 | 38.9% | +39.2% |
| LAGOY, KYRA RAND | 4 | 9.5% | -11.1% |
| COBANOGLU, DILEK B | 4 | 33.3% | +27.1% |
| SANGHERA, STEVEN G.S. | 3 | 30.5% | +30.1% |
| BARR, MARY EVANGELINE | 3 | 35.6% | +32.7% |
| WILLIAMS, TERESA S | 2 | 25.1% | +17.4% |
| STONE, RACHAEL SOJIN | 2 | 55.2% | +21.0% |
| LIU, GORDON G | 1 | 82.9% | +14.8% |
| GAY, SONIA L | 1 | 82.4% | +11.3% |
| ALAM, SHAHID AL | 1 | 87.8% | +14.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18901159 | Untitled | LIU, GORDON G | — |
| 18825949 | Untitled | GAY, SONIA L | — |
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 |
| 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 |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 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 |
| 18321938 | CONCEPT MAPPING FOR INTEGRATED CHARTING | WILLIAMS, TERESA S | 35d |
| 18635966 | Reducing The Risk Of Potentially Preventable Events | SANGHERA, STEVEN G.S. | 40d |
| Client (Assignee) | Pending OAs |
|---|---|
| ORACLE INTERNATIONAL CORPORATION | 67 |
| CERNER INNOVATION, INC. | 41 |
| Soliish 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 |
| 3685 | 5 |
| 3684 | 4 |
| 3682 | 4 |
| 3623 | 3 |
| 3622 | 3 |
| 3683 | 3 |
| 3625 | 3 |
| 3681 | 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 | |
| 18825949 | Untitled | Oracle International Corporation | GAY, SONIA L | 2657 | §103 | Final Rejection | — | Pending | |
| 19373223 | Text-Triggered Database and API Actions | Oracle International Corporation | ALAM, SHAHID AL | 2161 | §101 | Non-Final OA | — | Pending | Oct 29, 2025 |
| 19331908 | ANATOMICAL FEATURE-BASED MEDICAL PREDICTION | Soliish Inc. | SANGHERA, STEVEN G.S. | 3684 | §101 | Non-Final OA | — | Pending | Sep 17, 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 |
| 19266962 | Determining Phrases For Use In A Multi-Step Authentication Process | Oracle International Corporation | WORKU, SARON MATTHEWOS | §103 | Non-Final OA | — | Pending | Jul 11, 2025 | |
| 19245739 | Applying A Machine Learning Model To Generate A Ranked List Of Candidate Actions For Addressing An Incident | Oracle International Corporation | GOLDBERG, IVAN R | 3623 | §101§103DP | Non-Final OA | — | Pending | Jun 23, 2025 |
| 19235251 | Secure Access Via A Remote Client | Sonet.Io, Inc. | BROWN, ANTHONY D | §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 |
| 19219881 | TRACKING PERFORMANCE OF RECOMMENDED CONTENT ACROSS MULTIPLE CONTENT OUTLETS | Oracle International Corporation | CIRNU, ALEXANDRU | 3622 | §101 | Final Rejection | — | Pending | May 27, 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 |
| 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 |
| 19082451 | Multimodal Data Ingestion And Retrieval For Agent Systems | Oracle International Corporation | WILLIS, AMANDA LYNN | 2156 | §102§103 | Final Rejection | — | Pending | Mar 18, 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 |
| 19072445 | Dynamic Management for Computing Devices and Computing Infrastructure | Oracle International Corporation | SAMPATH, GAYATHRI | §102§103 | Non-Final OA | — | Pending | Mar 06, 2025 | |
| 19072438 | Budgets Enforcement for Computing Devices and Computing Infrastructure | Oracle International Corporation | JOHNSON, TERRELL S | §102§103 | Non-Final OA | — | Pending | Mar 06, 2025 | |
| 19067633 | Discovering Context-Specific Complexity And Utilization Trajectories | Cerner Innovation, Inc. | NAJARIAN, LENA | §101 | Non-Final OA | — | Pending | Feb 28, 2025 | |
| 19067507 | Machine Learning Engine And Rule Engine For Document Auto-Population Using Historical And Contextual Data | Cerner Innovation, Inc. | WILLIAMS, TERESA S | §101§102§103 | 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 |
| 19067609 | Discovering Context-Specific Complexity And Utilization Trajectories | Cerner Innovation, Inc. | NAJARIAN, LENA | 3687 | §101§112 | Non-Final OA | — | Pending | Feb 28, 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 |
| 19043700 | Key-Based Aggregation Service | Oracle International Corporation | ZARKA, DAVID PETER | §103§112Other | Non-Final OA | — | Pending | Feb 03, 2025 | |
| 19028080 | Dynamic Assessment For Decision Support | Cerner Innovation, Inc. | BARR, MARY EVANGELINE | 3682 | §101 | Final Rejection | 9d | 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 |
| 19030647 | Messaging Protocol | Cerner Innovation, Inc. | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 31d overdue | 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 |
| 19027442 | Tool For Assisting People With Speech Disorder | Cerner Innovation, Inc. | SERRAGUARD, SEAN ERIN | §103§112 | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19027225 | Discovering Context-Specific Complexity And Utilization Trajectories | Cerner Innovation, Inc. | NAJARIAN, LENA | 3687 | §101§103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19028546 | Dynamic Management of Data Centers | Cerner Innovation, Inc. | BAE, JI H | §103§112DP | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19030816 | Messaging Protocol | Cerner Innovation, Inc. | LAGOY, KYRA RAND | 3685 | §101§112 | Final Rejection | 14d | Pending | Jan 17, 2025 |
| 19027185 | Discovering Context-Specific Complexity And Utilization Trajectories | Cerner Innovation, Inc. | NAJARIAN, LENA | 3687 | §101§103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19026206 | Integrated Coordination Of Care | Cerner Innovation, Inc. | COBANOGLU, DILEK B | 3687 | §101§112 | Final Rejection | 4d overdue | 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 |
| 19025978 | Predicting Recurrent Urolithiasis And Decision Support Tool | Cerner Innovation, Inc. | WINSTON III, EDWARD B | 3683 | §101 | Final Rejection | 29d | 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 |
| 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 |
| 19013945 | Processing Multi-Party Conversations | Cerner Innovation, Inc. | WOO, STELLA L | §102 | Non-Final OA | — | Pending | Jan 08, 2025 | |
| 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 |
| 18931334 | Network Flow Service | Oracle International Corporation | HOANG, HIEU T | 2449 | §102 | Non-Final OA | — | Pending | Oct 30, 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 | §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 |
| 18898383 | USING AUTONOMOUS AI AGENTS TO PERFORM COMPLICATED TASKS IN FUSION CLOUD APPLICATIONS | Oracle International Corporation | BLANKENAGEL, BRYAN S | 2658 | §101§102§103 | Final Rejection | — | Pending | Sep 26, 2024 |
| 18888570 | Unified Software Version Comparison | The Travelers Indemnity Company | MORSHED, HOSSAIN M | 2191 | §101§103 | Non-Final OA | — | Pending | Sep 18, 2024 |
| 18813182 | Scheduling System Maintenance Operations In A Cloud Environment | Oracle International Corporation | SWARTZ, STEPHEN S | 3625 | §101§103 | Final Rejection | 12d | Pending | Aug 23, 2024 |
| 18793367 | Delayed On-Behalf-Of Authorization Scheme | Oracle International Corporation | DO, KHANG D | 2492 | §103 | Non-Final OA | 60d | Pending | Aug 02, 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 243 applications in USPTO records.
3.01 office actions per allowed application on average.
114 pending office actions as of October 2026, for 8 clients, before 99 examiners in 47 art units.