Prosecution Insights
Prosecution Insights
41 pending office actions • 19 clients • 39 examiners • 34 art units • 0 of 41 (0%) have an AI response strategy ready • 70 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 38 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. 38 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 | 2 (5%) |
| §103 only | 31 (76%) |
| §102 only | 3 (7%) |
| §112 only | 3 (7%) |
| No statute on record | 2 (5%) |
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 |
|---|---|---|---|
| DOSHI, ANKIT B | 2 | 66.4% | +21.8% |
| DASCOMB, JACOB D | 2 | 85.7% | +21.8% |
| POHNERT, STEVEN C | 1 | 12.1% | +18.3% |
| HASSANIARDEKANI, HAJAR | 1 | 90.9% | -16.7% |
| WOO, ISAAC M | 1 | 91.4% | +6.3% |
| EMPIE, NATHAN H | 1 | 43.7% | +42.5% |
| KIM, YUNJU | 1 | 55.6% | +35.3% |
| LEE, MICHAEL M | 1 | 83.5% | +43.2% |
| REECE, CHRISTOPHER LANE | 1 | 85.2% | +24.1% |
| THAI, XUAN MARIAN | 1 | 2.3% | +5.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18962829 | DATA PREPROCESSING TO OPTIMIZE RESOURCE CONSUMPTION OF A LARGE LANGUAGE MODEL | WOO, ISAAC M | 111d overdue |
| 18762131 | Data Storage System Using a Light Valve System | REECE, CHRISTOPHER LANE | 22d overdue |
| 18883469 | Efficient Access Control for Network Event Data | LEE, MICHAEL M | 39d |
| 18250870 | Kubernetes Integrated Chargeback and Limits Management | DASCOMB, JACOB D | 62d |
| 18250879 | Batch Upgrade Management In Network Computing Environments | DASCOMB, JACOB D | 83d |
| 18982864 | Vehicle Systems and Related Methods | HASSANIARDEKANI, HAJAR | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18611301 | System and Method for Adjusting Search Strategy Based on Patent Classification Translation | AGAHI, DARIOUSH | 107d overdue |
| 18698668 | Method for Controlling Virtual Objects in Virtual Environment, Medium, and Electronic Device | THAI, XUAN MARIAN | 42d overdue |
| 18373047 | GENERALIZED COMPUTATIONAL FRAMEWORK AND SYSTEM FOR INTEGRATIVE PREDICTION OF BIOMARKERS | SEREBOFF, NEAL | 30d overdue |
| 19018613 | Composition and Methods for Preventing and Treating African Swine Fever in Wild and Domestic Swine | POHNERT, STEVEN C | 5d 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 |
|---|---|---|---|
| 18762131 | Data Storage System Using a Light Valve System | REECE, CHRISTOPHER LANE | 22d overdue |
| 19018613 | Composition and Methods for Preventing and Treating African Swine Fever in Wild and Domestic Swine | POHNERT, STEVEN C | 5d overdue |
| 18912150 | Powder Bed Preparation for Additive Manufacturing | KIM, YUNJU | 6d |
| 18682333 | Method for Playing Back Virtual Scene, Medium, Electronic Device, and Computer Program Product | DOSHI, ANKIT B | 8d |
| 18866920 | Method for the Surface Treatment of Flexible Covers for Use in the Automotive and Aeronautical Industry | EMPIE, NATHAN H | 21d |
| 18264222 | Method for Controlling Virtual Weapon, Electronic Device, Storage Medium, and Computer Program Product | DOSHI, ANKIT B | 29d |
| 18883469 | Efficient Access Control for Network Event Data | LEE, MICHAEL M | 39d |
| 18250870 | Kubernetes Integrated Chargeback and Limits Management | DASCOMB, JACOB D | 62d |
| Client (Assignee) | Pending OAs |
|---|---|
| Rakuten | 13 |
| Seurat Technologies, Inc. | 6 |
| SHANGHAI LILITH TECHNOLOGY CORPORATION | 3 |
| Inventec | 2 |
| AKHAN Semiconductor | 2 |
| HSP Hochspannungsgeräte | 2 |
| Mammal Labs LLC | 1 |
| Dial House, LLC | 1 |
| Kzanna | 1 |
| GRUPPO MASTROTTO SPA | 1 |
| Censys | 1 |
| Chinese PLA General Hospital | 1 |
| Ranictek Inc. | 1 |
| Sequenceshift Holdings Pty Ltd. | 1 |
| Dial House, LLC | 1 |
| Arrcus Inc. | 1 |
| INSYBIO INC. | 1 |
| Kinara | 1 |
| Lifecast | 1 |
| Art Unit | Apps |
|---|---|
| 3715 | 3 |
| 2198 | 3 |
| 2436 | 2 |
| 1754 | 2 |
| 2199 | 2 |
| 1683 | 1 |
| 3669 | 1 |
| 2163 | 1 |
| 1712 | 1 |
| 1742 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19018613 | Composition and Methods for Preventing and Treating African Swine Fever in Wild and Domestic Swine | Mammal Labs LLC | POHNERT, STEVEN C | 1683 | Other | Non-Final OA | 5d overdue | Pending | Jan 13, 2025 |
| 18982864 | Vehicle Systems and Related Methods | Dial House, LLC | HASSANIARDEKANI, HAJAR | 3669 | §103 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18962829 | DATA PREPROCESSING TO OPTIMIZE RESOURCE CONSUMPTION OF A LARGE LANGUAGE MODEL | Kzanna, Inc. | WOO, ISAAC M | 2163 | §102 | Non-Final OA | 111d overdue | Pending | Nov 27, 2024 |
| 18866920 | Method for the Surface Treatment of Flexible Covers for Use in the Automotive and Aeronautical Industry | Gruppo Mastrotto Spa | EMPIE, NATHAN H | 1712 | §103 | Non-Final OA | 21d | Pending | Nov 18, 2024 |
| 18912150 | Powder Bed Preparation for Additive Manufacturing | Seurat Technologies, Inc. | KIM, YUNJU | 1742 | §103 | Non-Final OA | 6d | Pending | Oct 10, 2024 |
| 18883469 | Efficient Access Control for Network Event Data | Censys, Inc. | LEE, MICHAEL M | 2436 | §103 | Non-Final OA | 39d | Pending | Sep 12, 2024 |
| 18762131 | Data Storage System Using a Light Valve System | Seurat Technologies, Inc. | REECE, CHRISTOPHER LANE | 2824 | §103 | Non-Final OA | 22d overdue | Pending | Jul 02, 2024 |
| 18698668 | Method for Controlling Virtual Objects in Virtual Environment, Medium, and Electronic Device | Shanghai Lilith Technology Corporation | THAI, XUAN MARIAN | 3715 | §112 | Non-Final OA | 42d overdue | Pending | Apr 04, 2024 |
| 18620164 | Light Recycling For Additive Manufacturing Optimization | Seurat Technologies, Inc. | TAUFIQ, FARAH N | 1754 | §103 | Non-Final OA | 32d overdue | Pending | Mar 28, 2024 |
| 18611301 | System and Method for Adjusting Search Strategy Based on Patent Classification Translation | Inventec Corporation | AGAHI, DARIOUSH | 2656 | §101 | Non-Final OA | 107d overdue | Pending | Mar 20, 2024 |
| 18603433 | Engineered Exosome for Treating Hypertrophic Scar (Hts), and Preparation Method and Use Thereof | Chinese Pla General Hospital | DAVIS, BRIAN J | 1614 | §103 | Final Rejection | 33d | Pending | Mar 13, 2024 |
| 18601601 | Innovative Recombination Recommendation System for Corporate Knowledge Base and Method Thereof | Inventec Corporation | SITTNER, MATTHEW T | 3629 | §103 | Non-Final OA | 6d | Pending | Mar 11, 2024 |
| 18440965 | Circuit Structure for Multiple Antenna Radio Unit, Base Station, and Satellite Communications | Ranictek Inc. | AHN, SUNG S | 2631 | §103 | Final Rejection | — | Pending | Feb 14, 2024 |
| 18682333 | Method for Playing Back Virtual Scene, Medium, Electronic Device, and Computer Program Product | Shanghai Lilith Technology Corporation | DOSHI, ANKIT B | 3715 | §102 | Non-Final OA | 8d | Pending | Feb 08, 2024 |
| 18435951 | System for Storing Data in a Database in a Devalued Format | Sequenceshift Holdings Pty Ltd. | FARROW, FELICIA | 2437 | §103 | Non-Final OA | 71d | Pending | Feb 07, 2024 |
| 18428755 | Vehicle Systems And Interfaces and Related Methods | Dial House, LLC | ZECHER, CORDELIA P K | 2100 | §103 | Non-Final OA | 16d overdue | Pending | Jan 31, 2024 |
| 18419847 | RECYCLING POWDERED MATERIAL FOR ADDITIVE MANUFACTURING | Seurat Technologies, Inc. | ROBINSON, MICHAEL | 1744 | §103 | Non-Final OA | 25d overdue | Pending | Jan 23, 2024 |
| 18545288 | Smooth Surface Diamond Composite Films | Akhan Semiconductor, Inc., | VONCH, JEFFREY A | 1781 | Other | Non-Final OA | 131d overdue | Pending | Dec 19, 2023 |
| 18539522 | Loop Variable Timer For Additive Manufacturing | Seurat Technologies, Inc. | THROWER, LARRY W | 1754 | §112 | Final Rejection | 71d | Pending | Dec 14, 2023 |
| 18540114 | Increasing Spectral Efficiency in Beam-Forming Cellular Communication Networks | Rakuten Symphony, Inc. | OLALEYE, OLADIRAN GIDEON | 2472 | §103 | Non-Final OA | 63d | Pending | Dec 14, 2023 |
| 18483925 | Cost-Aware Routing In A Network Topology | Arrcus Inc. | HAILU, KIBROM T | 2461 | §103 | Non-Final OA | 56d | Pending | Oct 10, 2023 |
| 18373047 | GENERALIZED COMPUTATIONAL FRAMEWORK AND SYSTEM FOR INTEGRATIVE PREDICTION OF BIOMARKERS | Insybio Inc. | SEREBOFF, NEAL | 3683 | §101 | Non-Final OA | 30d overdue | Pending | Sep 26, 2023 |
| 18264222 | Method for Controlling Virtual Weapon, Electronic Device, Storage Medium, and Computer Program Product | Shanghai Lilith Technology Corporation | DOSHI, ANKIT B | 3715 | §102 | Non-Final OA | 29d | Pending | Aug 03, 2023 |
| 18325553 | Application Prototyping Systems And Methods | Kinara, Inc. | ANYA, CHARLES E | 2194 | §103 | Non-Final OA | 55d | Pending | May 30, 2023 |
| 18251831 | Container Emulator for Kubernetes | Rakuten Symphony, Inc. | MOTTER, JORDAN SCOTT | 2198 | §103 | Final Rejection | 15d | Pending | May 04, 2023 |
| 18251819 | Agentless User Session Management for Remote Servers | Rakuten Symphony, Inc. | DO, KHANG D | 2492 | §103 | Non-Final OA | 83d | Pending | May 04, 2023 |
| 18251067 | Provisioning Tasks Across a Plurality of Clusters Based on Priority and Geographic Proximity | Rakuten Symphony, Inc. | NGUYEN, VAN H | 2199 | §103 | Final Rejection | 57d | Pending | Apr 28, 2023 |
| 18250870 | Kubernetes Integrated Chargeback and Limits Management | Rakuten Symphony, Inc. | DASCOMB, JACOB D | 2198 | §103 | Non-Final OA | 62d | Pending | Apr 27, 2023 |
| 18250879 | Batch Upgrade Management In Network Computing Environments | Rakuten Symphony, Inc. | DASCOMB, JACOB D | 2198 | §103 | Non-Final OA | 83d | Pending | Apr 27, 2023 |
| 18250704 | Fractional CPU Allocation | Rakuten Symphony, Inc. | BAKHIT, CHRISTIAN MAMDOUH | 2199 | §103 | Non-Final OA | — | Pending | Apr 26, 2023 |
| 18250708 | Persistent Multi-Instance GPU Partitions | Rakuten Symphony, Inc. | AYERS, MICHAEL W | 2195 | §103 | Non-Final OA | 82d | Pending | Apr 26, 2023 |
| 18250702 | Injecting Network Environmental Variables Into Containers | Rakuten Symphony, Inc. | KHAN, HASSAN ABDUR-RAHMAN | 2451 | §103 | Non-Final OA | 3d overdue | Pending | Apr 26, 2023 |
| 18247241 | Security Scan With Backup | Rakuten Symphony, Inc. | NGUYEN, TRONG H | 2436 | §103 | Non-Final OA | 17d overdue | Pending | Mar 29, 2023 |
| 18245787 | Kubernetes Namespace Snapshot, Backup, and Restore Functionality | Rakuten Symphony, Inc. | WU, TONY | 2166 | §103 | Non-Final OA | 83d | Pending | Mar 17, 2023 |
| 18041781 | Software License Enforcement | Rakuten Symphony, Inc. | ZHANG, DUAN | 3697 | §103 | Final Rejection | 46d overdue | Pending | Feb 15, 2023 |
| 18020928 | MICROLENS ARRANGEMENT AND MICRO-OPTICAL DEVICE | HSP Hochspannungsgeräte GmbH | OESTREICH, MITCHELL T | 2872 | §103 | Non-Final OA | 21d | Pending | Feb 11, 2023 |
| 18018994 | CURRENT TRANSFORMER | HSP Hochspannungsgeräte GmbH | NGUYEN, TUYEN T | 2837 | §103 | Non-Final OA | 77d | Pending | Jan 31, 2023 |
| 18006982 | Optimizing Processor Unit Frequency | Rakuten Symphony, Inc. | LEE, PHILIP C | 2447 | §103 | Final Rejection | 77d overdue | Pending | Jan 26, 2023 |
| 17979514 | Video Processing Systems and Methods | Lifecast Incorporated | BADER, ROBERT N. | 2611 | §103 | Final Rejection | 62d | Pending | Nov 02, 2022 |
| 17975027 | Diamond Structures For Tooling | Akhan Semiconductor, Inc. | HOLIZNA, CALEB ANDREW | 3723 | §103 | Final Rejection | 147d overdue | Pending | Oct 27, 2022 |
| 17861919 | Powder Production And Recycling | Seurat Technologies, Inc. | ABOAGYE, MICHAEL | 1733 | §112 | Non-Final OA | 28d | Pending | Jul 11, 2022 |
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