Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Networking & Security • Transportation, E-Commerce & Mechanical Systems
21 pending office actions • 14 art units • 18 examiners • 0 of 21 (0%) have an AI response strategy ready • 62 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 (24%) |
| §101 + other | 3 (14%) |
| §103 only | 7 (33%) |
| §112 only | 1 (5%) |
| Double-patenting only | 2 (10%) |
| Double-patenting + other | 1 (5%) |
| Multi-statute (no §101) | 2 (10%) |
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 |
|---|---|---|---|
| HUANG, CHENG-FENG | 2 | 87.8% | +16.1% |
| DIVELBISS, MATTHEW H | 2 | 24.0% | +25.2% |
| VUONG, CAO DANG | 2 | 69.8% | +23.2% |
| ULLAH, SHARIF E | 1 | 84.7% | +21.5% |
| WRIGHT, BRYAN F | 1 | 78.2% | +24.1% |
| RENWICK, REGINALD A | 1 | 70.3% | +9.8% |
| ANTOINE, LISA HOPE | 1 | 16.1% | +67.6% |
| MUSSELMAN, TIMOTHY A | 1 | 58.2% | +25.9% |
| KORSAK, OLEG | 1 | 85.7% | +7.6% |
| EL-CHANTI, KARMA AHMAD | 1 | 37.4% | +28.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18764039 | PRIVILEGE ASSURANCE USING LOGON SESSION TRACKING AND LOGGING | KORSAK, OLEG | 86d |
| 19185166 | Event-Triggered Reauthentication of At-Risk and Compromised Systems and Accounts | ULLAH, SHARIF E | — |
| 19096623 | Cybersecurity Analysis and Protection Using Distributed Systems | HUANG, CHENG-FENG | — |
| 19006152 | MACHINE LEARNING SYSTEM AND METHOD FOR NETWORK SECURITY IMPROVEMENT | HUANG, CHENG-FENG | — |
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 |
|---|---|---|---|
| 18731339 | ADVANCED MODEL MANAGEMENT PLATFORM FOR OPTIMIZING AND SECURING AI SYSTEMS INCLUDING LARGE LANGUAGE MODELS | BEJCEK II, ROBERT H | 9d overdue |
| 18437238 | SYSTEM AND METHOD FOR DATA SET CREATION WITH CROWD-BASED REINFORCEMENT | DIVELBISS, MATTHEW H | 8d overdue |
| 17363743 | RISK QUANTIFICATION FOR INSURANCE PROCESS MANAGEMENT EMPLOYING AN ADVANCED DECISION PLATFORM | KANAAN, TONY P | 56d |
| 19096605 | System and Method for Cybersecurity Threat Detection and Prevention with Discrete Event Simulation | WRIGHT, BRYAN F | — |
| 19031919 | SPORTS BETTING AND GAMING PLATFORM WITH INTEGRATED AI-BASED FRAUD DETECTION | RENWICK, REGINALD A | — |
| 18957620 | DATA SET AND ALGORITHM VALIDATION, BIAS CHARACTERIZATION, AND VALUATION | DIVELBISS, MATTHEW H | — |
| 18909960 | SYSTEM AND METHOD FOR AI-DRIVEN MULTI-MODAL CONTENT GENERATION AND IMMERSIVE INTERACTION EXPERIENCES | ANTOINE, LISA HOPE | — |
| 18774891 | HIGH-PERFORMANCE, DYNAMICALLY SPECIFIABLE KNOWLEDGE GRAPH SYSTEM AND METHODS | VUONG, CAO DANG | — |
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 |
|---|---|---|---|
| 18437238 | SYSTEM AND METHOD FOR DATA SET CREATION WITH CROWD-BASED REINFORCEMENT | DIVELBISS, MATTHEW H | 8d overdue |
| 18597946 | AUTOMATED VISUAL INFORMATION CONTEXT AND MEANING COMPREHENSION SYSTEM | VUONG, CAO DANG | 28d |
| 19185166 | Event-Triggered Reauthentication of At-Risk and Compromised Systems and Accounts | ULLAH, SHARIF E | — |
| 19096623 | Cybersecurity Analysis and Protection Using Distributed Systems | HUANG, CHENG-FENG | — |
| 19096605 | System and Method for Cybersecurity Threat Detection and Prevention with Discrete Event Simulation | WRIGHT, BRYAN F | — |
| 19006152 | MACHINE LEARNING SYSTEM AND METHOD FOR NETWORK SECURITY IMPROVEMENT | HUANG, CHENG-FENG | — |
| 18957620 | DATA SET AND ALGORITHM VALIDATION, BIAS CHARACTERIZATION, AND VALUATION | DIVELBISS, MATTHEW H | — |
| 18909960 | SYSTEM AND METHOD FOR AI-DRIVEN MULTI-MODAL CONTENT GENERATION AND IMMERSIVE INTERACTION EXPERIENCES | ANTOINE, LISA HOPE | — |
| Art Unit | Apps |
|---|---|
| 2431 | 2 |
| 3624 | 2 |
| 2153 | 2 |
| 3715 | 1 |
| 2497 | 1 |
| 2492 | 1 |
| 3629 | 1 |
| 2148 | 1 |
| 2166 | 1 |
| 2179 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19185166 | Event-Triggered Reauthentication of At-Risk and Compromised Systems and Accounts | ULLAH, SHARIF E | — | DP | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19096623 | Cybersecurity Analysis and Protection Using Distributed Systems | HUANG, CHENG-FENG | 2431 | DP | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19096605 | System and Method for Cybersecurity Threat Detection and Prevention with Discrete Event Simulation | WRIGHT, BRYAN F | 2431 | §101 | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19031919 | SPORTS BETTING AND GAMING PLATFORM WITH INTEGRATED AI-BASED FRAUD DETECTION | RENWICK, REGINALD A | 3715 | §101 | Non-Final OA | — | Pending | Jan 18, 2025 |
| 19006152 | MACHINE LEARNING SYSTEM AND METHOD FOR NETWORK SECURITY IMPROVEMENT | HUANG, CHENG-FENG | 2497 | §103 | Final Rejection | — | Pending | Dec 30, 2024 |
| 18957620 | DATA SET AND ALGORITHM VALIDATION, BIAS CHARACTERIZATION, AND VALUATION | DIVELBISS, MATTHEW H | 3624 | §101 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18909960 | SYSTEM AND METHOD FOR AI-DRIVEN MULTI-MODAL CONTENT GENERATION AND IMMERSIVE INTERACTION EXPERIENCES | ANTOINE, LISA HOPE | — | §103 | Non-Final OA | — | Pending | Oct 09, 2024 |
| 18809270 | ADAPTIVE CONTROL AND ANAYSIS SYSTEM FOR SPIRITS PRODUCTION | MUSSELMAN, TIMOTHY A | — | §103 | Non-Final OA | — | Pending | Aug 19, 2024 |
| 18774891 | HIGH-PERFORMANCE, DYNAMICALLY SPECIFIABLE KNOWLEDGE GRAPH SYSTEM AND METHODS | VUONG, CAO DANG | 2153 | §103§112 | Non-Final OA | — | Pending | Jul 16, 2024 |
| 18764039 | PRIVILEGE ASSURANCE USING LOGON SESSION TRACKING AND LOGGING | KORSAK, OLEG | 2492 | §102§103DP | Final Rejection | 86d | Pending | Jul 03, 2024 |
| 18733830 | PLATFORM FOR INTEGRATION OF MACHINE LEARNING MODELS UTILIZING MARKETPLACES AND CROWD AND EXPERT JUDGMENT AND KNOWLEDGE CORPORA | EL-CHANTI, KARMA AHMAD | 3629 | §101§103§112 | Final Rejection | — | Pending | Jun 04, 2024 |
| 18731339 | ADVANCED MODEL MANAGEMENT PLATFORM FOR OPTIMIZING AND SECURING AI SYSTEMS INCLUDING LARGE LANGUAGE MODELS | BEJCEK II, ROBERT H | 2148 | §101§103§112 | Non-Final OA | 9d overdue | Pending | Jun 02, 2024 |
| 18679386 | COLLABORATIVE GENERATIVE ARTIFICIAL INTELLIGENCE CONTENT IDENTIFICATION AND VERIFICATION | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18668139 | SYSTEM AND METHODS FOR CROSS PLATFORM ENGAGEMENT ORIENTED ARTIFICIAL INTELLIGENCE ENHANCED PROGRAMMING | ULRICH, NICHOLAS S | 2179 | §103 | Final Rejection | 9d overdue | Pending | May 18, 2024 |
| 18602042 | SYSTEM AND METHOD FOR UNIVERSAL COMPUTER ASSET NORMALIZATION AND CONFIGURATION MANAGEMENT | LEE, ADAM | — | §101§102 | Final Rejection | — | Pending | Mar 12, 2024 |
| 18597946 | AUTOMATED VISUAL INFORMATION CONTEXT AND MEANING COMPREHENSION SYSTEM | VUONG, CAO DANG | 2153 | §103 | Final Rejection | 28d | Pending | Mar 07, 2024 |
| 18437238 | SYSTEM AND METHOD FOR DATA SET CREATION WITH CROWD-BASED REINFORCEMENT | DIVELBISS, MATTHEW H | 3624 | §101 | Non-Final OA | 8d overdue | Pending | Feb 08, 2024 |
| 18349909 | MULTITEMPORAL DATA ANALYSIS | HU, SELINA ELISA | 2193 | §103§112 | Final Rejection | — | Pending | Jul 10, 2023 |
| 18186605 | SYSTEM AND METHOD FOR MIDSERVER INTEGRATION AND TRANSFORMATION OF TELEMETRY FOR CLOUD - BASED SERVICES | CHEN, WUJI | 2449 | §103 | Non-Final OA | 56d | Pending | Mar 20, 2023 |
| 17363743 | RISK QUANTIFICATION FOR INSURANCE PROCESS MANAGEMENT EMPLOYING AN ADVANCED DECISION PLATFORM | KANAAN, TONY P | 3696 | §101 | Final Rejection | 56d | Pending | Jun 30, 2021 |
| 17334990 | PARALLEL DECOMPOSITION AND RESTORATION OF DATA CHUNKS | TONG, JUSTIN CHE-CHUN | 2196 | §112 | Non-Final OA | — | Pending | May 31, 2021 |
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