Technology areas: Computing & Software • Semiconductors, Circuits & Optics
143 pending office actions • 16 clients • 137 examiners • 85 art units • 0 of 143 (0%) have an AI response strategy ready
RYAN, MASON & LEWIS, LLP works in Computing & Software. Its profile includes 4,807 career applications and 149 pending office actions, indicating substantial historical activity and a significant current workload.
The resolved allowance rate is 93.13%, while the firm averages 3.74 office actions per allowance. The allowance rate provides an outcome measure, and the action average shows the recorded prosecution activity associated with allowances. Applicants in computing and software can use the two figures together to evaluate both historical results and the likely need for continued examination management.
Based on the USPTO statutory response window for each pending office action. 40 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. 40 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 | 11 (8%) |
| §101 + other | 34 (24%) |
| §103 only | 53 (37%) |
| §102 only | 10 (7%) |
| §112 only | 1 (1%) |
| Double-patenting only | 1 (1%) |
| Multi-statute (no §101) | 32 (22%) |
| 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 |
|---|---|---|---|
| DEGRASSE, IAN ISAAC | 2 | 81.5% | +3.3% |
| HUYNH, PHUONG | 2 | 85.8% | +14.5% |
| PARTHASARATHY, ROHIT | 2 | 90.2% | +13.2% |
| KHALIFA, MOATAZ | 2 | 90.9% | +2.3% |
| VINCENT, ROSS MICHAEL | 2 | 51.7% | +38.0% |
| WALTON, CHESIREE A | 2 | 31.1% | +29.1% |
| NI, SUHAN | 1 | 86.7% | +13.9% |
| PARK, HYORIM NMN | 1 | 66.7% | +75.0% |
| LUAN, SCOTT | 1 | 65.6% | +12.2% |
| HUTTER, GILLIAN A | 1 | 54.5% | +46.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19045805 | SOUND PRODUCTION USING SPEAKER ENCLOSURE WITH REDUCED INTERNAL PRESSURE | NI, SUHAN | — |
| 18604150 | WRAP AROUND METAL CONTACT | PARTHASARATHY, ROHIT | — |
| 18527799 | STACKED NANOSHEET DEVICES WITH INTERFACIAL LAYERS | KHALIFA, MOATAZ | — |
| 18517129 | EXTENDED BACKSIDE CONTACT FOR STACKED FIELD-EFFECT TRANSISTOR | DEGRASSE, IAN ISAAC | — |
| 17992373 | SEMICONDUCTOR STRUCTURE WITH STRAINED NANOSHEET CHANNEL | KHALIFA, MOATAZ | — |
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 |
|---|---|---|---|
| 18459755 | MANAGEMENT OF STATE INFORMATION USING A MESSAGE QUEUE | MHEIR, ZUHEIR | 49d overdue |
| 18196549 | TASK-RELATED DATA PROCESSING USING MACHINE LEARNING TECHNIQUES | PUJOLS-CRUZ, MARJORIE | 42d overdue |
| 18131732 | NAIL FILING, BUFFING AND COLOR CHANGING SYSTEM | NOBREGA, TATIANA L | 29d overdue |
| 17969434 | AUTOMATICALLY DETERMINING WORK ENVIRONMENT-RELATED ERGONOMIC DATA | LEE, PO HAN | 26d overdue |
| 18652431 | MACHINE LEARNING-BASED USER INTERFACE IN AN INFORMATION PROCESSING SYSTEM | REPSHER III, JOHN T | 17d overdue |
| 18470354 | STRAIN INDUCING TRENCHES FOR SOURCE/DRAIN REGIONS | LIU, MIKKA H | 10d overdue |
| 18468279 | DIELECTRIC AND TWO-DIMENSIONAL SEMICONDUCTOR MATERIAL NANOSHEET DEVICES | HRNJIC, ADIN | 5d overdue |
| 18781337 | MANAGEMENT OF USAGE AND PERMISSION REQUESTS ASSOCIATED WITH PRODUCTS IN AN INFORMATION PROCESSING SYSTEM | CLARE, MARK C | 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 |
|---|---|---|---|
| 18493976 | OFFLOADING EXECUTION OF SERVER-SIDE CODE TO CLIENT DEVICES IN AN INFORMATION TECHNOLOGY INFRASTRUCTURE ENVIRONMENT | VINCENT, ROSS MICHAEL | 8d |
| 19045805 | SOUND PRODUCTION USING SPEAKER ENCLOSURE WITH REDUCED INTERNAL PRESSURE | NI, SUHAN | — |
| 19036615 | GENERATING IMAGE-BASED AVATARS USING MULTI-MODAL ARTIFICIAL INTELLIGENCE TECHNIQUES | PARK, HYORIM NMN | — |
| 18970106 | MODULAR PHYSIOLOGIC MONITORING SYSTEMS, KITS, AND METHODS | LUAN, SCOTT | — |
| 18867160 | PROCESS FOR PREPARATION OF RUXOLITINIB | HUTTER, GILLIAN A | — |
| 18653283 | DEVICE DISPOSITION MANAGEMENT | HUYNH, PHUONG | — |
| 18604150 | WRAP AROUND METAL CONTACT | PARTHASARATHY, ROHIT | — |
| 18586753 | STACKED STRUCTURES WITH SPLIT DEVICE LAYERS | PARTHASARATHY, ROHIT | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Dell | 82 |
| IBM | 45 |
| LifeLens | 3 |
| Monophase LLC | 1 |
| Glenmark Life Sciences Limited | 1 |
| Amber Semiconductor | 1 |
| KIPU QUANTUM GMBH | 1 |
| PlanetArt, LLC | 1 |
| A Bet A Technology Limited | 1 |
| Nokia | 1 |
| KQ2 Enterprises, LLC | 1 |
| DELL PRODUCTS, L.P. | 1 |
| Spine Care Technologies, Inc. | 1 |
| Smartly.Io Solutions OY | 1 |
| EMC IP Holding | 1 |
| EMC Ip Holding Comnpany LLC | 1 |
| Art Unit | Apps |
|---|---|
| 2898 | 6 |
| 2893 | 6 |
| 2899 | 5 |
| 3624 | 5 |
| 2196 | 4 |
| 2817 | 4 |
| 2113 | 3 |
| 2123 | 3 |
| 2857 | 3 |
| 2194 | 3 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19045805 | SOUND PRODUCTION USING SPEAKER ENCLOSURE WITH REDUCED INTERNAL PRESSURE | Monophase LLC | NI, SUHAN | 2691 | DP | Non-Final OA | — | Pending | Feb 05, 2025 |
| 19036615 | GENERATING IMAGE-BASED AVATARS USING MULTI-MODAL ARTIFICIAL INTELLIGENCE TECHNIQUES | DELL PRODUCTS, L.P. | PARK, HYORIM NMN | 2615 | §102§103§112 | Non-Final OA | — | Pending | Jan 24, 2025 |
| 18970106 | MODULAR PHYSIOLOGIC MONITORING SYSTEMS, KITS, AND METHODS | Lifelens Technologies, Inc. | LUAN, SCOTT | 3792 | §103Other | Non-Final OA | — | Pending | Dec 05, 2024 |
| 18867160 | PROCESS FOR PREPARATION OF RUXOLITINIB | Glenmark Life Sciences Limited | HUTTER, GILLIAN A | 1625 | §103§112 | Non-Final OA | — | Pending | Nov 19, 2024 |
| 18930321 | ARTIFICIAL INTELLIGENCE-BASED LOG INFORMATION INCORPORATION INTO CODE | DELL PRODUCTS, L.P. | NGUYEN, DUY KHUONG THANH | 2199 | §101§103 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18896363 | VISUALIZING PHYSIOLOGIC DATA OBTAINED FROM SUBJECTS | Lifelens Technologies, Inc. | AMIN, JWALANT B | 2612 | §102§103Other | Final Rejection | — | Pending | Sep 25, 2024 |
| 18894358 | DYNAMIC CONTROL OF LIQUID-ASSISTED AIR COOLING SYSTEMS | DELL PRODUCTS, L.P. | FARINA, MICHAEL VINCENT | 2115 | §103 | Final Rejection | — | Pending | Sep 24, 2024 |
| 18893329 | GENERATING THREE-DIMENSIONAL IMAGES USING MACHINE LEARNING AND GENERATIVE ARTIFICIAL INTELLIGENCE | DELL PRODUCTS, L.P. | COFINO, JONATHAN M | 2614 | §102§103 | Non-Final OA | — | Pending | Sep 23, 2024 |
| 18891828 | ELECTRONIC EQUIPMENT CHASSIS WITH HYBRID COOLING COMPARTMENTS | DELL PRODUCTS, L.P. | SUL, STEPHEN SANGJIN | 2835 | §103Other | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18804401 | THERMAL ANNEALING CALIBRATION USING MICROFABRICATED RESISTANCE TEMPERATURE SENSORS | International Business Machines Corporation | SOTO, JANICE M | 2855 | §102§103 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18799014 | AUTOMATED TEST SCRIPT GENERATION WITH MACHINE LEARNING BASED MAPPING OF TEST STEPS TO CODE FUNCTIONS | DELL PRODUCTS, L.P. | NGUYEN, PHILLIP H | 2191 | §102 | Non-Final OA | — | Pending | Aug 09, 2024 |
| 18794405 | FUNCTION EXECUTION USING SELECTED EXECUTION MODES | DELL PRODUCTS, L.P. | THAMMAVONG, PRASITH | 2137 | §102 | Non-Final OA | — | Pending | Aug 05, 2024 |
| 18781337 | MANAGEMENT OF USAGE AND PERMISSION REQUESTS ASSOCIATED WITH PRODUCTS IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CLARE, MARK C | 3628 | §101§103§112 | Final Rejection | 4d overdue | Pending | Jul 23, 2024 |
| 18754895 | ARTIFICIAL INTELLIGENCE-BASED AUTHENTICATION SYSTEM WITH PROCESSING OF DATA STRUCTURES | DELL PRODUCTS, L.P. | WYSZYNSKI, AUBREY H | 2434 | §101§112 | Final Rejection | 40d | Pending | Jun 26, 2024 |
| 18751616 | STRESSED NANOSHEET CHANNELS | International Business Machines Corporation | DEGRASSE, IAN ISAAC | 2818 | §102§103 | Non-Final OA | — | Pending | Jun 24, 2024 |
| 18747787 | SOFTWARE DEVELOPMENT DOCUMENTATION GENERATION SYSTEM WITH ARTIFICIAL INTELLIGENCE-BASED PROCESSING OF DATA STRUCTURES | DELL PRODUCTS, L.P. | LYONS, ANDREW M | 2191 | §101§103 | Final Rejection | — | Pending | Jun 19, 2024 |
| 18745276 | INTELLIGENT CIRCUIT BREAKERS WITH SOLID-STATE AND AIR-GAP SWITCHES | Amber Semiconductor, Inc. | JOHNSON, TERRELL S | 2176 | §102 | Non-Final OA | — | Pending | Jun 17, 2024 |
| 18743625 | PROACTIVE SYSTEM CONFIGURATION BACKUP AND RESTORATION RESPONSIVE TO HARDWARE COMPONENT FAILURES | DELL PRODUCTS, L.P. | YU, XINYUAN | 2113 | §103 | Final Rejection | 29d | Pending | Jun 14, 2024 |
| 18739666 | REPAIR STRUCTURE FOR BONDED SEMICONDUCTOR DEVICE | International Business Machines Corporation | MCCUTCHEON, COLIN RUSSELL | 2892 | §102§103 | Non-Final OA | — | Pending | Jun 11, 2024 |
| 18739898 | LOW-K DIELECTRIC MATERIAL FOR INTERCONNECT STRUCTURES | International Business Machines Corporation | TRAN, TAN N | 2812 | §103 | Non-Final OA | — | Pending | Jun 11, 2024 |
| 18738673 | CONTEXT RECOMMENDATION FOR RETRIEVAL AUGMENTED GENERATION ARCHITECTURES | DELL PRODUCTS, L.P. | ADMASU, MAHLIET TASEW | 2123 | §101§103 | Non-Final OA | — | Pending | Jun 10, 2024 |
| 18737033 | QUICK-LOADING CRYOGENIC COOLING SYSTEMS | International Business Machines Corporation | TEITELBAUM, DAVID J | 3763 | §102§103§112 | Final Rejection | — | Pending | Jun 07, 2024 |
| 18717573 | METHOD FOR THE OPTIMIZATION OF A PORTFOLIO | Kipu Quantum GmbH | POLLOCK, GREGORY A | 3691 | §101§112 | Non-Final OA | — | Pending | Jun 07, 2024 |
| 18731542 | TESTING STRUCTURE FOR SEMICONDUCTOR DEVICES | International Business Machines Corporation | PRASAD, NEIL R | 2897 | §102 | Non-Final OA | — | Pending | Jun 03, 2024 |
| 18678065 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR GENERATING RESPONSE ABOUT DOCUMENT | DELL PRODUCTS, L.P. | DUGDA, MULUGETA TUJI | 2653 | §103 | Final Rejection | — | Pending | May 30, 2024 |
| 18678143 | METHOD, DEVICE, AND PROGRAM PRODUCT FOR DETERMINING SOURCE OF SYNTHESIZED AUDIO | DELL PRODUCTS, L.P. | CASTILLO-TORRES, KEISHA Y | 2659 | §103 | Final Rejection | — | Pending | May 30, 2024 |
| 18671054 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING FLOW FIELD PARAMETER OF OBJECT | DELL PRODUCTS, L.P. | HENN, TIMOTHY J | 2639 | §103 | Non-Final OA | — | Pending | May 22, 2024 |
| 18663521 | SOFTWARE DEPLOYMENT PIPELINE GENERATION USING GENERATIVE ARTIFICIAL INTELLIGENCE | DELL PRODUCTS, L.P. | KAPOOR, DEVAN | 2126 | §101§103 | Non-Final OA | — | Pending | May 14, 2024 |
| 18661052 | AUTOMATED RESOURCE FORECASTING USING STATISTICAL ANALYSIS AND MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | CHU JOY, JORGE A | 2195 | §103 | Non-Final OA | — | Pending | May 10, 2024 |
| 18653283 | DEVICE DISPOSITION MANAGEMENT | DELL PRODUCTS, L.P. | HUYNH, PHUONG | 2857 | §101§102§103 | Non-Final OA | — | Pending | May 02, 2024 |
| 18653028 | REINSTANTIATING DIGITAL HUMANS WITH STORED SESSION CONTEXT IN RESPONSE TO DEVICE TRANSFER | DELL PRODUCTS, L.P. | ZATEZALO, MISHA DAYLA | 2123 | §103 | Non-Final OA | — | Pending | May 02, 2024 |
| 18652431 | MACHINE LEARNING-BASED USER INTERFACE IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | REPSHER III, JOHN T | 2143 | §103§112 | Non-Final OA | 17d overdue | Pending | May 01, 2024 |
| 18650713 | ENHANCING WEB PAGE LOADING USING MACHINE LEARNING TECHNIQUES | DELL PRODUCTS, L.P. | MIRMOTAHARI, RAYAN | 2141 | §101§102§103 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18650517 | APPLICATION PROGRAMMING INTERFACE MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CAO, DIEM K | 2196 | §101§102§103§112 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18647005 | INTEGRATION DEVELOPMENT AND DEPLOYMENT FRAMEWORK | DELL PRODUCTS, L.P. | RAMPURIA, SATISH | 2193 | §103 | Final Rejection | — | Pending | Apr 26, 2024 |
| 18647251 | COMPUTATIONAL RESOURCE MANAGEMENT IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | ANYA, CHARLES E | 2194 | §103 | Final Rejection | — | Pending | Apr 26, 2024 |
| 18644573 | CODE QUALITY MANAGEMENT USING MACHINE LEARNING | DELL PRODUCTS, L.P. | HEBERT, THEODORE E | 2199 | §101§103 | Final Rejection | — | Pending | Apr 24, 2024 |
| 18642366 | MULTI-MODAL DATA DISTRIBUTION IN AN INFORMATION PROCESSING SYSTEM | DELL PRODUCTS, L.P. | CRAWLEY, TALIA F | 3627 | §101§103§112 | Non-Final OA | — | Pending | Apr 22, 2024 |
| 18637576 | INTER-GATE CONTACTS FOR STACKED FIELD-EFFECT TRANSISTORS | International Business Machines Corporation | PRIDEMORE, NATHAN ANDREW | 2898 | §102§103 | Non-Final OA | — | Pending | Apr 17, 2024 |
| 18638298 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR ASSIGNING TEST DEVICE | DELL PRODUCTS, L.P. | VU, TUAN A | 2193 | §101 | Final Rejection | 29d | Pending | Apr 17, 2024 |
| 18634572 | TIME SYNCHRONIZATION BETWEEN CHASSIS COMPONENTS | DELL PRODUCTS, L.P. | PHAN, RAYMOND NGAN | 2175 | Other | Final Rejection | 45d overdue | Pending | Apr 12, 2024 |
| 18634251 | PREDICTING RESOURCE-RELATED VALUES USING MULTI-DIMENSIONAL MACHINE LEARNING-BASED TECHNIQUES | DELL PRODUCTS, L.P. | CAMPOS, ALFREDO | 2129 | §101§103Other | Non-Final OA | — | Pending | Apr 12, 2024 |
| 18624743 | SOURCE/DRAIN REGION WITH PROTECTIVE LINER LAYER | International Business Machines Corporation | SPRENGER, JAIME LYNN | 2893 | §102§103 | Non-Final OA | — | Pending | Apr 02, 2024 |
| 18623210 | SEMICONDUCTOR STRUCTURE WITH DIELECTRIC GATE CAP | International Business Machines Corporation | PUNCHBEDDELL, SEYON ALI-SIMAH | 2893 | §103 | Final Rejection | — | Pending | Apr 01, 2024 |
| 18620542 | TESTING STRUCTURES FOR MULTI-LEVEL TESTING OF SEMICONDUCTOR DEVICES | International Business Machines Corporation | BENTON, CHLOE ELAINE | 2899 | §102§112 | Final Rejection | — | Pending | Mar 28, 2024 |
| 18618687 | CLOUD INSTANCE SIZING AND DEPLOYMENTS USING MACHINE LEARNING | DELL PRODUCTS, L.P. | OSMAN, RAMY M | 2457 | §103 | Final Rejection | 8d overdue | Pending | Mar 27, 2024 |
| 18616578 | OBSERVABILITY-BASED CONFIGURATION REMEDIATION FOR COMPUTING ENVIRONMENTS | International Business Machines Corporation | SHELTON, GABRIELLA KANANI | 2113 | §101§103 | Non-Final OA | — | Pending | Mar 26, 2024 |
| 18609401 | MACHINE LEARNING-BASED TEST GENERATION AND CONTROL | DELL PRODUCTS, L.P. | NIGATU, BEZA DIRESSA | 2192 | §102§103 | Final Rejection | — | Pending | Mar 19, 2024 |
| 18608426 | NANOSHEET CHANNEL LAYER OF VARYING THICKNESSES | International Business Machines Corporation | ANDERSON, ERIK ARTHUR | 4100 | §102§103 | Final Rejection | — | Pending | Mar 18, 2024 |
| 18606758 | Filtering Content for Automated User Interactions Using Language Models | Planetart, LLC | SONIFRANK, RICHA MISHRA | 2654 | §103 | Non-Final OA | 5d overdue | Pending | Mar 15, 2024 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial93.1% of resolved applications prosecuted by Ryan, Mason & Lewis, LLP were allowed, across 4,807 applications in USPTO records.
3.74 office actions per allowed application on average.
143 pending office actions as of October 2026, for 16 clients, before 137 examiners in 85 art units.
