Prosecution Insights
Prosecution Insights
49 pending office actions • 25 art units • 45 examiners • 1 of 49 (2%) have an AI response strategy ready • 146 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 15 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. 15 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 | 4 (8%) |
| §101 + other | 12 (24%) |
| §103 only | 23 (47%) |
| §102 only | 2 (4%) |
| §112 only | 1 (2%) |
| Multi-statute (no §101) | 7 (14%) |
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 |
|---|---|---|---|
| NORTON, JENNIFER L | 2 | 49.8% | +1.8% |
| LAUGHLIN, NATHAN L | 2 | 66.7% | +11.2% |
| SOLTANZADEH, AMIR | 2 | 80.9% | +17.1% |
| DUNN, DARRIN D | 2 | 75.2% | +24.3% |
| ESONU, VICTOR CHIGOZIRIM | 1 | 16.7% | +0.0% |
| AGHARAHIMI, FARHAD | 1 | 70.3% | +14.0% |
| KASENGE, CHARLES R | 1 | 84.3% | +13.3% |
| AZAD, MD ABUL K | 1 | 81.5% | +20.9% |
| BOYCE, ANDRE D | 1 | 36.0% | +18.8% |
| KONERU, SUJAY | 1 | 58.1% | +37.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18614966 | INDUSTRIAL DESIGN ENVIRONMENT GENERATIVE AI INPUT TOOLS | SOLTANZADEH, AMIR | 49d |
| 18897703 | RULE-BASED EDGE DEVICE PROCESSING | KASENGE, CHARLES R | — |
| 18894798 | DYNAMIC INTERFACING BETWEEN CLIENT DEVICES AND INDUSTRIAL AUTOMATION DEVICES | AZAD, MD ABUL K | — |
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 |
| 18754729 | COMPETITIVE PRODUCT MATCHING LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE | SULLIVAN, THOMAS J | 8d overdue |
| 18597268 | SYSTEMS AND METHODS FOR DERIVING CAUSAL RELATIONSHIPS FROM PROGRAM CODE | NGUYEN, MONGBAO | 8d overdue |
| 18373133 | SYSTEMS AND METHODS FOR MANUFACTURING APPLICATIONS | EL-HAGE HASSAN, ABDALLAH A | 3d overdue |
| 18614925 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | SOLTANZADEH, AMIR | 7d |
| 18661811 | SUPPLY CHAIN PLANNING WITH GENERATIVE AI CAPABILITIES | JARRETT, SCOTT L | 41d |
| 18322311 | SPHERICAL BIT AND FASTENER DESIGN | SCRUGGS, ROBERT J | 83d |
| 19175957 | CONTROLFLASH PLUS HARDWARE SERIALIZATION AND REGISTRATION | ESONU, VICTOR CHIGOZIRIM | — |
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 |
|---|---|---|---|
| 18614925 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | SOLTANZADEH, AMIR | 7d |
| 18614966 | INDUSTRIAL DESIGN ENVIRONMENT GENERATIVE AI INPUT TOOLS | SOLTANZADEH, AMIR | 49d |
| 19097569 | DATA MODELS FOR DEFINING DATA TRANSMISSION WORKFLOW AND FACILITATING DATA COMMUNICATION | AGHARAHIMI, FARHAD | — |
| 18897703 | RULE-BASED EDGE DEVICE PROCESSING | KASENGE, CHARLES R | — |
| 18894798 | DYNAMIC INTERFACING BETWEEN CLIENT DEVICES AND INDUSTRIAL AUTOMATION DEVICES | AZAD, MD ABUL K | — |
| 18811412 | INVENTORY AND DEVICE MANAGEMENT | BOYCE, ANDRE D | — |
| 18811443 | CONTEXTUAL BASED ADJUSTABLE INDUSTRIAL OPERATION WORK ORDER SCHEDULING | KONERU, SUJAY | — |
| 18650436 | WIRELESS INTERFACE FOR SINGLE PAIR ETHERNET NETWORK IN AN INDUSTRIAL AUTOMATION SYSTEM | LAUGHLIN, NATHAN L | — |
| Art Unit | Apps |
|---|---|
| 2119 | 6 |
| 2115 | 3 |
| 2117 | 3 |
| 2116 | 2 |
| 3623 | 2 |
| 3624 | 2 |
| 2118 | 2 |
| 3625 | 2 |
| 4100 | 2 |
| 2191 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19175957 | CONTROLFLASH PLUS HARDWARE SERIALIZATION AND REGISTRATION | ESONU, VICTOR CHIGOZIRIM | — | §103 | Non-Final OA | — | Pending | Apr 10, 2025 |
| 19097569 | DATA MODELS FOR DEFINING DATA TRANSMISSION WORKFLOW AND FACILITATING DATA COMMUNICATION | AGHARAHIMI, FARHAD | 2161 | §103Other | Non-Final OA | — | Pending | Apr 01, 2025 |
| 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 |
| 18897703 | RULE-BASED EDGE DEVICE PROCESSING | KASENGE, CHARLES R | 2116 | §102 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18894798 | DYNAMIC INTERFACING BETWEEN CLIENT DEVICES AND INDUSTRIAL AUTOMATION DEVICES | AZAD, MD ABUL K | 2119 | §103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18811412 | INVENTORY AND DEVICE MANAGEMENT | BOYCE, ANDRE D | 3623 | §101§102§103 | Final Rejection | — | Pending | Aug 21, 2024 |
| 18811443 | CONTEXTUAL BASED ADJUSTABLE INDUSTRIAL OPERATION WORK ORDER SCHEDULING | KONERU, SUJAY | 3624 | §101§103 | Non-Final OA | — | Pending | Aug 21, 2024 |
| 18754729 | COMPETITIVE PRODUCT MATCHING LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE | SULLIVAN, THOMAS J | 3689 | §101§103 | Final Rejection | 8d overdue | Pending | Jun 26, 2024 |
| 18754682 | COMMON CONFIGURATION VALIDATION IN INDUSTRIAL DESIGN APPLICATIONS USING GENERATIVE ARTIFICIAL INTELLIGENCE | ALAM, ROKEYA SHAWALI | 2118 | §103 | Non-Final OA | — | Pending | Jun 26, 2024 |
| 18670196 | INDUSTRIAL CONTROL SYSTEMS AND METHODS BASED ON RESET OPERATIONS | PATEL, DHRUVKUMAR | — | §103 | Non-Final OA | — | Pending | May 21, 2024 |
| 18666234 | CONTEXTUAL BASED ADJUSTABLE INDUSTRIAL OPERATIONS | HATCHER, DEIRDRE D | 3625 | §101§103 | Non-Final OA | — | Pending | May 16, 2024 |
| 18665728 | MANUFACTURING CLOUD SYSTEM WITH END-USER EXTENSIBILITY | KNIGHT, LETORIA G | — | §101§102§103 | Non-Final OA | — | Pending | May 16, 2024 |
| 18666066 | CLOUD-BASED LINE MANAGEMENT TRACEABILITY | KAKARLA, BHASKAR | — | §101§103 | Non-Final OA | — | 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 | §103 | Non-Final OA | — | Pending | May 01, 2024 |
| 18650436 | WIRELESS INTERFACE FOR SINGLE PAIR ETHERNET NETWORK IN AN INDUSTRIAL AUTOMATION SYSTEM | LAUGHLIN, NATHAN L | 2119 | §102§112 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18635308 | SYSTEMS AND METHODS FOR INDUSTRIAL AUTOMATION DEVICE TWIN DATA REPLICATION | CHANG, VINCENT WEN-LIANG | 2119 | §103 | Non-Final OA | — | Pending | Apr 15, 2024 |
| 18635311 | SYSTEMS AND METHODS FOR EDGE COMPUTE SURFACE SELECTION FOR INDUSTRIAL AUTOMATION DEVICE TWINS | CORTES, HOWARD | 2118 | §102§103 | Non-Final OA | — | Pending | Apr 15, 2024 |
| 18614966 | INDUSTRIAL DESIGN ENVIRONMENT GENERATIVE AI INPUT TOOLS | SOLTANZADEH, AMIR | 2191 | §103 | Final Rejection | 49d | Pending | Mar 25, 2024 |
| 18614925 | INTEGRATED DESIGN ENVIRONMENT IN-LINE GENERATIVE AI CODE EDITOR | SOLTANZADEH, AMIR | 2191 | §103§112 | Final Rejection | 7d | Pending | Mar 25, 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 | §101§103 | Final Rejection | 8d overdue | Pending | Mar 06, 2024 |
| 18596193 | SYSTEMS AND METHODS FOR OPTIMIZING AN INDUSTRIAL PROCESS | LE, JOHN H | — | §101 | Non-Final OA | — | Pending | Mar 05, 2024 |
| 18441859 | CONTROL SYSTEM WITH TRIPLE MODULAR REDUNDANCY USING SEPARATE CONTROLLERS | WANG, ZHIPENG | 2115 | §103 | Non-Final OA | — | Pending | Feb 14, 2024 |
| 18419731 | SYSTEMS AND METHODS FOR EDGE COMPUTING AND CONNECTIVITY VIA HUMAN INTERFACE MODULE | CAI, CHARLES J | 2115 | §102§103§112 | Non-Final OA | — | Pending | Jan 23, 2024 |
| 18511554 | SYSTEM AND METHODS THAT FACILITATE ADD-ON FUNCTIONS WITH INDUSTRIAL DEVICES | KABIR, SAAD M | 2119 | §103 | Final Rejection | 14d | Pending | Nov 16, 2023 |
| 18503913 | INTEGRATED GENERATIVE AI FRAMEWORK FOR ANALYTICS USING HMI ASSISTANCE | POUDEL, SANTOSH RAJ | 2115 | §103 | Final Rejection | 17d overdue | Pending | Nov 07, 2023 |
| 18373752 | ENERGY MANAGEMENT AND CONTROL PLATFORM WITH EXTENSIBLE DATA MODEL | LAUGHLIN, NATHAN L | 2119 | §102§103 | Final Rejection | — | Pending | Sep 27, 2023 |
| 18373714 | BATCH PERFORMANCE MONITORING AND CONTROL PLATFORM WITH EXTENSIBLE DATA MODEL | DUNN, DARRIN D | 2117 | §101§103 | Final Rejection | — | Pending | Sep 27, 2023 |
| 18373146 | SYSTEMS AND METHODS FOR MANUFACTURING APPLICATIONS | OBAID, HAMZEH M | 3624 | §103 | Final Rejection | — | Pending | Sep 26, 2023 |
| 18373133 | SYSTEMS AND METHODS FOR MANUFACTURING APPLICATIONS | EL-HAGE HASSAN, ABDALLAH A | 3623 | §101 | Final Rejection | 3d overdue | Pending | Sep 26, 2023 |
| 18473669 | SYSTEMS AND METHODS FOR TAMPER DETECTION | ANDREWS, BRENT J | 2858 | §112 | Final Rejection | — | Pending | Sep 25, 2023 |
| 18467565 | MODULAR SOLID-STATE POWER MONITOR AND PROTECTION SYSTEM | DUNN, DARRIN D | 2117 | §103§112 | Final Rejection | — | Pending | Sep 14, 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 | — | §103 | 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 | Final Rejection | — | Pending | Jul 28, 2023 |
| 18322311 | SPHERICAL BIT AND FASTENER DESIGN | SCRUGGS, ROBERT J | 3723 | §103§112 | Final Rejection | 83d | Pending | May 23, 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 |
| 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 |
| 18176033 | INDUSTRIAL ASSET MODEL ROLLBACK | PIERRE LOUIS, ANDRE | 4100 | §103 | Non-Final OA | — | Pending | Feb 28, 2023 |
| 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 | §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 |
| 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 |
| 17568912 | WAVEFORM RECONSTRUCTION IN A TIME-OF-FLIGHT SENSOR | NICKERSON, SAMANTHA K | 3645 | §103 | Final Rejection | 33d | Pending | Jan 05, 2022 |
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