Prosecution Insights
Prosecution Insights
24 pending office actions • 16 art units • 21 examiners • 0 of 24 (0%) have an AI response strategy ready • 57 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 9 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. 9 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 (21%) |
| §101 + other | 1 (4%) |
| §103 only | 8 (33%) |
| §112 only | 1 (4%) |
| Double-patenting only | 4 (17%) |
| Double-patenting + other | 1 (4%) |
| Multi-statute (no §101) | 4 (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 |
|---|---|---|---|
| WRIGHT, BRYAN F | 2 | 78.3% | +23.8% |
| HUANG, CHENG-FENG | 2 | 87.6% | +16.8% |
| KORSAK, OLEG | 2 | 85.5% | +8.3% |
| ULLAH, SHARIF E | 1 | 84.6% | +21.7% |
| JAMSHIDI, GHODRAT | 1 | 86.8% | +15.2% |
| WILLIAMS, JEFFERY L | 1 | 68.7% | +18.9% |
| RENWICK, REGINALD A | 1 | 70.8% | +9.6% |
| ANTOINE, LISA HOPE | 1 | 16.0% | +91.3% |
| VUONG, CAO DANG | 1 | 69.3% | +22.5% |
| EL-CHANTI, KARMA AHMAD | 1 | 36.7% | +30.5% |
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 |
|---|---|---|---|
| 18796255 | CYBERSECURITY RISK ANALYSIS AND ANOMALY DETECTION USING ACTIVE AND PASSIVE EXTERNAL RECONNAISSANCE | HUANG, CHENG-FENG | 96d overdue |
| 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 | — |
| 19061860 | SYSTEM FOR AUTOMATED CAPTURE AND ANALYSIS OF BUSINESS INFORMATION FOR RELIABLE BUSINESS VENTURE OUTCOME PREDICTION | JAMSHIDI, GHODRAT | — |
| 19049927 | SYSTEM AND METHOD FOR COMPARATIVE EVALUATION OF SECURITY TOOLS IN ISOLATED ENVIRONMENTS | KORSAK, OLEG | — |
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 |
| 18593992 | SYSTEM AND METHOD FOR ALGORITHM CROWDSOURCING, MONETIZATION, AND EXCHANGE | WRIGHT, BRYAN F | 83d |
| 19096605 | System and Method for Cybersecurity Threat Detection and Prevention with Discrete Event Simulation | WRIGHT, BRYAN F | — |
| 19056660 | PLATFORM FOR AUTONOMOUS MANAGEMENT OF RISK TRANSFER | WILLIAMS, JEFFERY L | — |
| 19031919 | SPORTS BETTING AND GAMING PLATFORM WITH INTEGRATED AI-BASED FRAUD DETECTION | RENWICK, REGINALD A | — |
| 18909960 | SYSTEM AND METHOD FOR AI-DRIVEN MULTI-MODAL CONTENT GENERATION AND IMMERSIVE INTERACTION EXPERIENCES | ANTOINE, LISA HOPE | — |
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 |
|---|---|---|---|
| 18796255 | CYBERSECURITY RISK ANALYSIS AND ANOMALY DETECTION USING ACTIVE AND PASSIVE EXTERNAL RECONNAISSANCE | HUANG, CHENG-FENG | 96d overdue |
| 18593992 | SYSTEM AND METHOD FOR ALGORITHM CROWDSOURCING, MONETIZATION, AND EXCHANGE | WRIGHT, BRYAN F | 83d |
| 19185166 | Event-Triggered Reauthentication of At-Risk and Compromised Systems and Accounts | ULLAH, SHARIF E | — |
| 19096605 | System and Method for Cybersecurity Threat Detection and Prevention with Discrete Event Simulation | WRIGHT, BRYAN F | — |
| 19096623 | Cybersecurity Analysis and Protection Using Distributed Systems | HUANG, CHENG-FENG | — |
| 19061860 | SYSTEM FOR AUTOMATED CAPTURE AND ANALYSIS OF BUSINESS INFORMATION FOR RELIABLE BUSINESS VENTURE OUTCOME PREDICTION | JAMSHIDI, GHODRAT | — |
| 19056660 | PLATFORM FOR AUTONOMOUS MANAGEMENT OF RISK TRANSFER | WILLIAMS, JEFFERY L | — |
| 18909960 | SYSTEM AND METHOD FOR AI-DRIVEN MULTI-MODAL CONTENT GENERATION AND IMMERSIVE INTERACTION EXPERIENCES | ANTOINE, LISA HOPE | — |
| Art Unit | Apps |
|---|---|
| 2431 | 2 |
| 3715 | 2 |
| 2497 | 2 |
| 2153 | 1 |
| 2492 | 1 |
| 3629 | 1 |
| 2148 | 1 |
| 2166 | 1 |
| 2179 | 1 |
| 2499 | 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 |
| 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 |
| 19096623 | Cybersecurity Analysis and Protection Using Distributed Systems | HUANG, CHENG-FENG | 2431 | DP | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19061860 | SYSTEM FOR AUTOMATED CAPTURE AND ANALYSIS OF BUSINESS INFORMATION FOR RELIABLE BUSINESS VENTURE OUTCOME PREDICTION | JAMSHIDI, GHODRAT | — | DP | Non-Final OA | — | Pending | Feb 24, 2025 |
| 19056660 | PLATFORM FOR AUTONOMOUS MANAGEMENT OF RISK TRANSFER | WILLIAMS, JEFFERY L | — | §101 | Non-Final OA | — | Pending | Feb 18, 2025 |
| 19049927 | SYSTEM AND METHOD FOR COMPARATIVE EVALUATION OF SECURITY TOOLS IN ISOLATED ENVIRONMENTS | KORSAK, OLEG | — | DP | Non-Final OA | — | Pending | Feb 10, 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 |
| 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 |
| 18796255 | CYBERSECURITY RISK ANALYSIS AND ANOMALY DETECTION USING ACTIVE AND PASSIVE EXTERNAL RECONNAISSANCE | HUANG, CHENG-FENG | 2497 | §103 | Final Rejection | 96d overdue | Pending | Aug 06, 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 | §103 | 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 |
| 18665577 | AI–ENABLED TELEMATICS FOR ELECTRONIC ENTERTAINMENT, SIMULATION, TRAINING AND REMOTE OPERATIONS SYSTEMS | MCCULLOCH JR, WILLIAM H | 3715 | §102§103§112 | Non-Final OA | — | Pending | May 16, 2024 |
| 18593992 | SYSTEM AND METHOD FOR ALGORITHM CROWDSOURCING, MONETIZATION, AND EXCHANGE | WRIGHT, BRYAN F | 2497 | §103§112 | Non-Final OA | 83d | Pending | Mar 04, 2024 |
| 18594008 | EPISTEMIC UNCERTAINTY REDUCTION USING SIMULATIONS, MODELS AND DATA EXCHANGE | BAYOU, YONAS A | 2499 | §103 | Non-Final OA | — | Pending | Mar 04, 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 |
| 18434779 | PREDICTIVE LOAD BALANCING FOR A DIGITAL ENVIRONMENT | ALAM, HOSAIN T | 2132 | §103 | Final Rejection | 52d overdue | Pending | Feb 06, 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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