Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
58 pending office actions • 29 art units • 54 examiners • 1 of 58 (2%) have an AI response strategy ready • 147 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 16 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. 16 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 | 5 (9%) |
| §101 + other | 22 (38%) |
| §103 only | 17 (29%) |
| §102 only | 2 (3%) |
| §112 only | 1 (2%) |
| Double-patenting only | 1 (2%) |
| Multi-statute (no §101) | 10 (17%) |
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 |
|---|---|---|---|
| SOLTANZADEH, AMIR | 2 | 80.9% | +16.6% |
| NORTON, JENNIFER L | 2 | 49.8% | +2.5% |
| WORKU, KIDEST | 2 | 84.9% | +2.8% |
| DARWISH, AMIR ELSAYED | 2 | 50.0% | +75.0% |
| MANIWANG, JOSEPH R | 1 | 85.5% | +13.8% |
| ESONU, VICTOR CHIGOZIRIM | 1 | 14.3% | +0.0% |
| SINGH, KAVEL | 1 | 83.7% | +14.0% |
| ORTIZ RODRIGUEZ, CARLOS R | 1 | 76.7% | +10.9% |
| ST LEGER, GEOFFREY R | 1 | 82.8% | +20.8% |
| OGG, DAVID EARL | 1 | 83.7% | +11.4% |
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 |
|---|---|---|---|
| 18460295 | EDGE DEVICE SUPPORT OF COMPUTATION OF CONTEXTUALIZED HEALTH STATISTICS IN AN INDUSTRIAL AUTOMATION ENVIRONMENT | WORKU, KIDEST | 24d overdue |
| 19235247 | INDUSTRIAL AUTOMATION SYSTEM TOPOLOGY WITH POINT TO POINT REPRESENTATION PATHS | MANIWANG, JOSEPH R | — |
| 19044100 | MOVER SYNCHRONIZATION SYSTEMS AND METHODS | SINGH, KAVEL | — |
| 18952567 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | SOLTANZADEH, AMIR | — |
| 18913809 | AUTOMATION OBJECTS FOR INTEGRATED DESIGN ENVIRONMENTS | ST LEGER, GEOFFREY R | — |
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 |
|---|---|---|---|
| 17661408 | SYSTEMS AND METHODS FOR PROVIDING PREDICTIONS WITH SUPERVISED AND UNSUPERVISED DATA IN INDUSTRIAL SYSTEMS | HAEFNER, KAITLYN RENEE | 134d overdue |
| 17901828 | SYSTEM AND METHODS FOR MODELING CAPABILITIES WITHIN SYSTEM MODELS OF INDUSTRIAL SYSTEMS | COTHRAN, BERNARD E | 45d overdue |
| 18754729 | COMPETITIVE PRODUCT MATCHING LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE | SULLIVAN, THOMAS J | 8d overdue |
| 18060077 | SMART OBJECT CONTROLLER ALLOCATION IN INDUSTRIAL DESIGN ENVIRONMENT | SAXENA, AKASH | 21d |
| 18787157 | MAINTENANCE SCHEDULING AND WORK ORDER GENERATION | BOND, REED MADISON | 28d |
| 18661811 | SUPPLY CHAIN PLANNING WITH GENERATIVE AI CAPABILITIES | JARRETT, SCOTT L | 41d |
| 18614966 | INDUSTRIAL DESIGN ENVIRONMENT GENERATIVE AI INPUT TOOLS | SOLTANZADEH, AMIR | 49d |
| 18755323 | INDUSTRIAL MAINTENANCE PLANNING AND TRACKING | SANTIAGO-MERCED, FRANCIS Z | 63d |
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 |
|---|---|---|---|
| 18614966 | INDUSTRIAL DESIGN ENVIRONMENT GENERATIVE AI INPUT TOOLS | SOLTANZADEH, AMIR | 49d |
| 19235247 | INDUSTRIAL AUTOMATION SYSTEM TOPOLOGY WITH POINT TO POINT REPRESENTATION PATHS | MANIWANG, JOSEPH R | — |
| 19044100 | MOVER SYNCHRONIZATION SYSTEMS AND METHODS | SINGH, KAVEL | — |
| 19009791 | COLLABORATION TOOLS | ORTIZ RODRIGUEZ, CARLOS R | — |
| 18952567 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | SOLTANZADEH, AMIR | — |
| 18913809 | AUTOMATION OBJECTS FOR INTEGRATED DESIGN ENVIRONMENTS | ST LEGER, GEOFFREY R | — |
| 18899922 | UNPOWERED AUTOMATION DEVICE TROUBLESHOOTING USING NEAR FIELD COMMUNICATION | OGG, DAVID EARL | — |
| 18607750 | INTEGRATED DESIGN ENVIRONMENT GENERATIVE AI INDUSTRIAL SMART CODE CREATION | DARWISH, AMIR ELSAYED | — |
| Art Unit | Apps |
|---|---|
| 2119 | 4 |
| 3624 | 3 |
| 2199 | 3 |
| 2191 | 2 |
| 3697 | 2 |
| 3625 | 2 |
| 4100 | 2 |
| 2188 | 2 |
| 3651 | 1 |
| 2138 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19235247 | INDUSTRIAL AUTOMATION SYSTEM TOPOLOGY WITH POINT TO POINT REPRESENTATION PATHS | MANIWANG, JOSEPH R | — | DP | Non-Final OA | — | Pending | Jun 11, 2025 |
| 19175957 | CONTROLFLASH PLUS HARDWARE SERIALIZATION AND REGISTRATION | ESONU, VICTOR CHIGOZIRIM | — | §101§103§112 | Non-Final OA | — | Pending | Apr 10, 2025 |
| 19044100 | MOVER SYNCHRONIZATION SYSTEMS AND METHODS | SINGH, KAVEL | 3651 | §102 | Non-Final OA | — | Pending | Feb 03, 2025 |
| 19009791 | COLLABORATION TOOLS | ORTIZ RODRIGUEZ, CARLOS R | — | §102 | Non-Final OA | — | Pending | Jan 03, 2025 |
| 18952567 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | SOLTANZADEH, AMIR | 2191 | §103 | Final Rejection | — | Pending | Nov 19, 2024 |
| 18913809 | AUTOMATION OBJECTS FOR INTEGRATED DESIGN ENVIRONMENTS | ST LEGER, GEOFFREY R | — | §112 | Non-Final OA | — | Pending | Oct 11, 2024 |
| 18899922 | UNPOWERED AUTOMATION DEVICE TROUBLESHOOTING USING NEAR FIELD COMMUNICATION | OGG, DAVID EARL | — | §102§103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18897845 | INTELLIGENT MANUFACTURING SYSTEM FOR IDENTIFYING PROCESS ISSUES | PATEL, CHANDNI | — | §102§103 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18897767 | INTELLIGENT MANUFACTURING SYSTEM FOR PROCESS CONTROL AND PROCESS MONITORING | NORTON, JENNIFER L | — | §101§102§103 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18897807 | INTELLIGENT MANUFACTURING SYSTEM FOR PROCESS AND COMPONENT SAFETY | NORTON, JENNIFER L | — | §101§102§103DP | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18896183 | SYSTEMS AND METHODS FOR OPERATIONAL MONITORING OF INDUSTRIAL AUTOMATION DEVICE | YU, JAE UN | 2138 | §103 | Non-Final OA | — | Pending | Sep 25, 2024 |
| 18894798 | DYNAMIC INTERFACING BETWEEN CLIENT DEVICES AND INDUSTRIAL AUTOMATION DEVICES | AZAD, MD ABUL K | 2119 | §103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18824647 | GENERATIVE AI FOR INDUSTRIAL AUTOMATION VISUALIZATION ENVIRONMENT | SHAHABI, ARI ARASTOO | 3697 | §101§103 | Non-Final OA | — | Pending | Sep 04, 2024 |
| 18811443 | CONTEXTUAL BASED ADJUSTABLE INDUSTRIAL OPERATION WORK ORDER SCHEDULING | KONERU, SUJAY | 3624 | §101§103 | Final Rejection | — | Pending | Aug 21, 2024 |
| 18787157 | MAINTENANCE SCHEDULING AND WORK ORDER GENERATION | BOND, REED MADISON | 3624 | §101§103 | Non-Final OA | 28d | Pending | Jul 29, 2024 |
| 18755323 | INDUSTRIAL MAINTENANCE PLANNING AND TRACKING | SANTIAGO-MERCED, FRANCIS Z | 3625 | §101 | Final Rejection | 63d | Pending | Jun 26, 2024 |
| 18754729 | COMPETITIVE PRODUCT MATCHING LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE | SULLIVAN, THOMAS J | 3689 | §101§103 | Final Rejection | 8d overdue | Pending | Jun 26, 2024 |
| 18679113 | Industrial Batch Processing Dynamic User Interface | RAMIREZ, ELLIS B | — | §101§103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18679130 | Industrial Batch Processing Operation Control for Use with Artificial Intelligence (AI) Models | FOLLANSBEE, YVONNE TRANG | — | §101§103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18670166 | INDUSTRIAL CONTROL SYSTEMS AND METHODS BASED ON PART AVAILABILITY | SHECHTMAN, SEAN P | — | §101 | Non-Final OA | — | Pending | May 21, 2024 |
| 18670196 | INDUSTRIAL CONTROL SYSTEMS AND METHODS BASED ON RESET OPERATIONS | PATEL, DHRUVKUMAR | — | §103 | Non-Final OA | — | Pending | May 21, 2024 |
| 18666226 | MULTI-TENANT MANUFACTURING CLOUD SYSTEM | WORKU, KIDEST | — | §101§103DP | Final Rejection | — | Pending | May 16, 2024 |
| 18661811 | SUPPLY CHAIN PLANNING WITH GENERATIVE AI CAPABILITIES | JARRETT, SCOTT L | 3625 | §101 | Final Rejection | 41d | Pending | May 13, 2024 |
| 18652571 | AUTOMATED ANOMALY DETECTION AND RESOLUTION IN AN INDUSTRIAL AUTOMATION SYSTEM | MERCADO VARGAS, ARIEL | 4100 | §101§103§112 | Non-Final OA | — | Pending | May 01, 2024 |
| 18645628 | GENERATIVE AI CUSTOMER SUPPORT ACCELERATOR | HICKS, AUSTIN JAMES | — | §101§103§112Other | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18635300 | SYSTEMS AND METHODS FOR GENERATING AND MAINTAINING INDUSTRIAL AUTOMATION DEVICE TWINS | KLICOS, NICHOLAS GEORGE | 2118 | §102§103§112 | Non-Final OA | — | Pending | Apr 15, 2024 |
| 18622082 | GENERATIVE ARTIFICIAL INTELLIGENCE CODE BLOCK SELECTOR AND CODEBASE UPDATING SYSTEM | AGRAWAL, SHISHIR | 2115 | §101§103§112 | Non-Final OA | — | Pending | Mar 29, 2024 |
| 18614966 | INDUSTRIAL DESIGN ENVIRONMENT GENERATIVE AI INPUT TOOLS | SOLTANZADEH, AMIR | 2191 | §103§112 | Non-Final OA | 49d | Pending | Mar 25, 2024 |
| 18610444 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | GOORAY, MARK A | 2199 | §103 | Final Rejection | 30d | Pending | Mar 20, 2024 |
| 18607750 | INTEGRATED DESIGN ENVIRONMENT GENERATIVE AI INDUSTRIAL SMART CODE CREATION | DARWISH, AMIR ELSAYED | 2199 | §103 | Non-Final OA | — | Pending | Mar 18, 2024 |
| 18597268 | SYSTEMS AND METHODS FOR DERIVING CAUSAL RELATIONSHIPS FROM PROGRAM CODE | NGUYEN, MONGBAO | 2192 | §103 | Final Rejection | 8d overdue | Pending | Mar 06, 2024 |
| 18590614 | SYSTEMS AND METHODS FOR MANAGING AN INDUSTRIAL DIGITAL TWIN AND CONTROLLING AN INDUSTRIAL DEVICE USING AN EDGE DEVICE | VOGEL, JAY L. | 2478 | §103 | Final Rejection | 27d | Pending | Feb 28, 2024 |
| 18588518 | SYSTEMS AND METHODS FOR ETHERNET NETWORK DEVICE EMULATOR | CADORNA, CHRISTOPHER PALACA | 2444 | §103 | Final Rejection | 8d overdue | Pending | Feb 27, 2024 |
| 18538811 | MODELING WIRING ARRANGEMENTS IN AN INDUSTRIAL AUTOMATION ENVIRONMENT | FABER, DAVID | 2172 | §101§103§112 | Final Rejection | — | Pending | Dec 13, 2023 |
| 18500448 | PREDICTIVE HUMAN RESPONSE TERMINAL IN AN INDUSTRIAL AUTOMATION SYSTEM | RIEGLER, PATRICK F | 2171 | §103§112 | Final Rejection | — | Pending | Nov 02, 2023 |
| 18373752 | ENERGY MANAGEMENT AND CONTROL PLATFORM WITH EXTENSIBLE DATA MODEL | LAUGHLIN, NATHAN L | 2119 | §102§103 | Non-Final OA | — | Pending | Sep 27, 2023 |
| 18373146 | SYSTEMS AND METHODS FOR MANUFACTURING APPLICATIONS | OBAID, HAMZEH M | 3624 | §101§103 | Final Rejection | — | Pending | Sep 26, 2023 |
| 18460295 | EDGE DEVICE SUPPORT OF COMPUTATION OF CONTEXTUALIZED HEALTH STATISTICS IN AN INDUSTRIAL AUTOMATION ENVIRONMENT | WORKU, KIDEST | 2119 | §103 | Final Rejection | 24d overdue | Pending | Sep 01, 2023 |
| 18363186 | INDUSTRIAL ARTIFICIAL INTELLIGENCE CONFIGURATION PARSING | TSENG, KYLE HWA-KAI | — | §101§102§103§112 | Non-Final OA | — | Pending | Aug 01, 2023 |
| 18227562 | DEPLOYING APPLICATIONS WITH ACCESS TO CONTROL PLANE USING EDGE COMPUTE MODULES AND INDUSTRIAL DESIGN ENVIRONMENTS | VINCENT, ROSS MICHAEL | 2196 | §103 | Non-Final OA | — | Pending | Jul 28, 2023 |
| 18357311 | INDUSTRIAL AUTOMATION SOFTWARE SUBSCRIPTION TOKENING | RAK, TAYLOR SIMON DUANE | 3697 | §101§103§112 | Final Rejection | — | Pending | Jul 24, 2023 |
| 18216938 | SYSTEMS AND METHODS FOR IMPLEMENTING VARIABLE CYCLE TIMES FOR OVERALL EQUIPMENT EFFECTIVENESS ANALYTICS FOR INDUSTRIAL SYSTEMS | LINDSAY, BERNARD G | 2119 | §101§103 | Non-Final OA | — | Pending | Jun 30, 2023 |
| 18343481 | PROMPT ENGINEERING FOR ARTIFICIAL INTELLIGENCE ASSISTED INDUSTRIAL AUTOMATION SYSTEM DESIGN | NG, JONATHAN K | — | §101Other | Non-Final OA | — | Pending | Jun 28, 2023 |
| 18322268 | TOKENIZED INDUSTRIAL DATA FUNCTION SERVICE THAT INCLUDES SPECIFIED DATA FUNCTION SERVICE | HTAY, LIN LIN M | 2153 | §103 | Final Rejection | — | Pending | May 23, 2023 |
| 18322311 | SPHERICAL BIT AND FASTENER DESIGN | SCRUGGS, ROBERT J | 3723 | §103§112 | Final Rejection | 83d | Pending | May 23, 2023 |
| 18322162 | CLOUD MES WITH EDGE CONTAINERIZED SERVICE | SANTOS-DIAZ, MARIA C | 3629 | §101§103 | Final Rejection | — | Pending | May 23, 2023 |
| 18316290 | MOBILE INDUSTRIAL SYSTEM EMBEDDED CONTENT UNLOCKING AND NEW CONTENT INSTALLATION | WHEATON, BRADFORD F | 2193 | §103 | Final Rejection | 29d | Pending | May 12, 2023 |
| 18195216 | CROWDSOURCING ENGINEERING DESIGNS FOR INDUSTRIAL CONTROL PRODUCTS | DEBNATH, NUPUR | — | §103§112 | Non-Final OA | — | Pending | May 09, 2023 |
| 18299655 | TRANSFORMER FAULT DETECTION | NGHIEM, MICHAEL P | 2857 | §103§112 | Non-Final OA | — | Pending | Apr 12, 2023 |
| 18176033 | INDUSTRIAL ASSET MODEL ROLLBACK | PIERRE LOUIS, ANDRE | 4100 | §101§103 | Non-Final OA | — | Pending | Feb 28, 2023 |
| 18060077 | SMART OBJECT CONTROLLER ALLOCATION IN INDUSTRIAL DESIGN ENVIRONMENT | SAXENA, AKASH | 2188 | §102§103§112Other | Final Rejection | 21d | Pending | Nov 30, 2022 |
| 17955529 | SYSTEMS AND METHODS OF REMOTELY CONTROLLING CHANNEL RESETS FOR INPUT/OUTPUT MODULES OF INDUSTRIAL SYSTEMS | KHUU, HIEN DIEU THI | 2116 | §103 | Final Rejection | 35d overdue | Pending | Sep 28, 2022 |
| 17945740 | SYSTEMS AND METHODS FOR DYNAMICALLY UPDATING MACHINE-READABLE INDICIA FOR INDUSTRIAL AUTOMATION COMPONENTS | WORKU, SARON MATTHEWOS | 2408 | §103 | Non-Final OA | — | Pending | Sep 15, 2022 |
| 17901828 | SYSTEM AND METHODS FOR MODELING CAPABILITIES WITHIN SYSTEM MODELS OF INDUSTRIAL SYSTEMS | COTHRAN, BERNARD E | 2188 | §101§102 | Final Rejection | 45d overdue | Pending | Sep 01, 2022 |
| 17852017 | SYSTEMS AND METHODS FOR AUTOMATICALLY DEPLOYING SECURITY UPDATES IN AN OPERATIONS TECHNOLOGY NETWORK | MARTINEZ, TOMMY NMN | 2496 | §103 | Final Rejection | — | AI Ready | Jun 28, 2022 |
| 17839004 | HARDWARE RELIABILITY MONITORING AND PREDICTION BASED ON MACHINE LEARNING | LOPEZ ALVAREZ, OLVIN | 2117 | §101 | Final Rejection | — | Pending | Jun 13, 2022 |
| 17830648 | DEVICE DISCOVERY WITH DATA MODELING AND DATA EGRESS | DARWISH, AMIR ELSAYED | 2199 | §103 | Final Rejection | — | Pending | Jun 02, 2022 |
| 17661408 | SYSTEMS AND METHODS FOR PROVIDING PREDICTIONS WITH SUPERVISED AND UNSUPERVISED DATA IN INDUSTRIAL SYSTEMS | HAEFNER, KAITLYN RENEE | 2148 | §101§102§103 | Final Rejection | 134d overdue | Pending | Apr 29, 2022 |
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