Prosecution Insights
Prosecution Insights
28 pending office actions • 23 art units • 28 examiners • 0 of 28 (0%) have an AI response strategy ready • 61 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 | 3 (11%) |
| §101 + other | 8 (29%) |
| §103 only | 8 (29%) |
| §102 only | 2 (7%) |
| Multi-statute (no §101) | 7 (25%) |
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 |
|---|---|---|---|
| DELICH, STEPHANIE ZAGARELLA | 1 | 38.6% | +35.9% |
| SHAHABI, ARI ARASTOO | 1 | 55.5% | +41.1% |
| DOAN, TRANG T | 1 | 82.9% | +16.9% |
| ALATA, AYOUB | 1 | 81.8% | +26.7% |
| NGUYEN, LINH T | 1 | 70.8% | +26.0% |
| NGUY, CHI D | 1 | 75.2% | +15.9% |
| JEANTY, ROMAIN | 1 | 75.5% | +19.8% |
| KONG, ALAN LINGQIAN | 1 | 79.2% | +36.4% |
| PHAM, PHUC H | 1 | 89.5% | +18.0% |
| WILLOUGHBY, ALICIA M | 1 | 53.8% | +25.8% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18778103 | PERSONALIZED PASSWORD PROMPTING SYSTEM | PHAM, PHUC H | — |
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 |
|---|---|---|---|
| 17563113 | COGNITIVE SELECTION OF COMPOSITE SERVICES | KOESTER, MICHAEL RICHARD | 98d overdue |
| 18813799 | UNSTRUCTURED DATA ACCESS CONTROL | KONG, ALAN LINGQIAN | 46d overdue |
| 18228401 | HEURISTIC DATA PIPELINE SCHEDULING | CASTANEDA, IVAN ALEXANDER | 43d overdue |
| 18388579 | EXPEDITED OPERATIONS RESOLUTION | SINGH, RUPANGINI | 30d overdue |
| 18157376 | COST FORECASTING AND MONITORING FOR CLOUD INFRASTRUCTURE | WEBB III, JAMES L | 8d overdue |
| 17726887 | PRE-DEPLOYMENT VALIDATION OF INFRASTRUCTURE TOPOLOGY | HAN, BYUNGKWON | 2d overdue |
| 17592852 | PREDICTING RECOVERY POINT OBJECTIVE DRIFTS | KNIGHT, PAUL M | 72d |
| 18411161 | BEST HEDGING, UTILIZATION AND VALIDATION OF INFORMATION (BHUVI) MACHINE LEARNING MODEL | AHMED, ENAM | 83d |
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 |
|---|---|---|---|
| 18813799 | UNSTRUCTURED DATA ACCESS CONTROL | KONG, ALAN LINGQIAN | 46d overdue |
| 18937636 | DATA-DRIVEN PRIORITIZED CUSTOMER RETENTION | DELICH, STEPHANIE ZAGARELLA | — |
| 18929718 | SUSTAINABILITY SCORING AND RECOMMENDATION FOR APPLICATION SERVICES | SHAHABI, ARI ARASTOO | — |
| 18918822 | IDENTIFICATION OF USERS OF SYSTEMS | DOAN, TRANG T | — |
| 18916853 | GENERATIVE ARTIFICIAL INTELLIGENCE (AI) DRIVEN CONVERSATIONAL AUTHENTICATION | ALATA, AYOUB | — |
| 18915573 | ADVANCED ACCESS CONTROL LIST (ACL) BASED ON DATA RESIDENCY | NGUYEN, LINH T | — |
| 18905336 | SMART DEPLOYMENT OF HONEYPOT ENVIRONMENT ON PERSONAL DEVICES | NGUY, CHI D | — |
| 18829841 | ADAPTIVE GUIDELINE CUSTOMIZATION AND PROFILING FOR TAILORED ASSESSMENTS | JEANTY, ROMAIN | — |
| Art Unit | Apps |
|---|---|
| 3624 | 3 |
| 2494 | 2 |
| 3623 | 1 |
| 3697 | 1 |
| 2431 | 1 |
| 2459 | 1 |
| 2435 | 1 |
| 2408 | 1 |
| 2156 | 1 |
| 2493 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18937636 | DATA-DRIVEN PRIORITIZED CUSTOMER RETENTION | DELICH, STEPHANIE ZAGARELLA | 3623 | §101§103§112 | Final Rejection | — | Pending | Nov 05, 2024 |
| 18929718 | SUSTAINABILITY SCORING AND RECOMMENDATION FOR APPLICATION SERVICES | SHAHABI, ARI ARASTOO | 3697 | §102 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18918822 | IDENTIFICATION OF USERS OF SYSTEMS | DOAN, TRANG T | 2431 | §102§103 | Non-Final OA | — | Pending | Oct 17, 2024 |
| 18916853 | GENERATIVE ARTIFICIAL INTELLIGENCE (AI) DRIVEN CONVERSATIONAL AUTHENTICATION | ALATA, AYOUB | 2494 | §102§103 | Non-Final OA | — | Pending | Oct 16, 2024 |
| 18915573 | ADVANCED ACCESS CONTROL LIST (ACL) BASED ON DATA RESIDENCY | NGUYEN, LINH T | 2459 | §101§103 | Final Rejection | — | Pending | Oct 15, 2024 |
| 18905336 | SMART DEPLOYMENT OF HONEYPOT ENVIRONMENT ON PERSONAL DEVICES | NGUY, CHI D | 2435 | §102§103 | Non-Final OA | — | Pending | Oct 03, 2024 |
| 18829841 | ADAPTIVE GUIDELINE CUSTOMIZATION AND PROFILING FOR TAILORED ASSESSMENTS | JEANTY, ROMAIN | 3624 | §101 | Non-Final OA | — | Pending | Sep 10, 2024 |
| 18813799 | UNSTRUCTURED DATA ACCESS CONTROL | KONG, ALAN LINGQIAN | 2494 | §103§112 | Non-Final OA | 46d overdue | Pending | Aug 23, 2024 |
| 18778103 | PERSONALIZED PASSWORD PROMPTING SYSTEM | PHAM, PHUC H | 2408 | §103Other | Final Rejection | — | Pending | Jul 19, 2024 |
| 18646427 | PREVENTION OF VIOLATION OF SECURITY POLICIES AND COMPLIANCE DURING ENROLLMENT ON WEB APPLICATIONS AND SYSTEMS | WILLOUGHBY, ALICIA M | 2156 | §103 | Final Rejection | — | Pending | Apr 25, 2024 |
| 18592950 | BUSINESS SERVICE HEALTH SCORE VALIDATION FRAMEWORK | LOTTICH, JOSHUA P | — | §101§112 | Non-Final OA | — | Pending | Mar 01, 2024 |
| 18436070 | AUTOMATED SINGLE-TO-GROUPED CLOUD COMPUTING OPTIMIZATION | HUQ, FARZANA B | — | §103 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18421531 | DETECTING IMPERSONATION ATTACKS | SHAW, PETER C | 2493 | §103 | Non-Final OA | — | Pending | Jan 24, 2024 |
| 18411161 | BEST HEDGING, UTILIZATION AND VALIDATION OF INFORMATION (BHUVI) MACHINE LEARNING MODEL | AHMED, ENAM | 2112 | §101§103 | Non-Final OA | 83d | Pending | Jan 12, 2024 |
| 18407542 | IDENTIFICATION AND MITIGATION OF SPOOFING ATTACKS ON AUTONOMOUS VEHICLES | ABYANEH, ALI S | 2437 | §103 | Non-Final OA | 4d overdue | Pending | Jan 09, 2024 |
| 18393774 | IMPERSONATION ATTACK DETECTION AND PREVENTION SYSTEM | HABTEGEORGIS, MATTHIAS | 2491 | §103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18533688 | INTELLIGENT SENTIMENT-BASED TICKET ALLOCATION/PROCESSING | TORRES CHANZA, GABRIEL JOSE | 3625 | §101§103 | Non-Final OA | — | Pending | Dec 08, 2023 |
| 18388579 | EXPEDITED OPERATIONS RESOLUTION | SINGH, RUPANGINI | 3628 | §101 | Final Rejection | 30d overdue | Pending | Nov 10, 2023 |
| 18488319 | PREVENTING HARASSMENT ON METAVERSE ENVIRONMENTS | AUGUSTINE, NICHOLAS | 2178 | §102§103 | Non-Final OA | — | Pending | Oct 17, 2023 |
| 18378240 | SYSTEMS AND METHODS FOR RESIDUAL RISK ASSESSMENT IN INFORMATION TECHNOLOGY MANAGEMENT | PATEL, DHAIRYA A | 2453 | §103 | Final Rejection | — | Pending | Oct 10, 2023 |
| 18477668 | MACHINE LEARNING MODEL FOR GENERATING CODE SNIPPETS AND TEMPLATES | KENDALL, CHUCK O | 2192 | §102 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18228401 | HEURISTIC DATA PIPELINE SCHEDULING | CASTANEDA, IVAN ALEXANDER | 2195 | §103§112 | Final Rejection | 43d overdue | Pending | Jul 31, 2023 |
| 18112574 | AUTOMATED ARTIFICIAL INTELLIGENCE (AI) INSPECTION OF CUSTOMIZED PART PRODUCTION | OLSHANNIKOV, ALEKSEY | 2118 | §103 | Non-Final OA | — | Pending | Feb 22, 2023 |
| 18157376 | COST FORECASTING AND MONITORING FOR CLOUD INFRASTRUCTURE | WEBB III, JAMES L | 3624 | §101§103 | Non-Final OA | 8d overdue | Pending | Jan 20, 2023 |
| 17726887 | PRE-DEPLOYMENT VALIDATION OF INFRASTRUCTURE TOPOLOGY | HAN, BYUNGKWON | 2121 | §101§103 | Non-Final OA | 2d overdue | Pending | Apr 22, 2022 |
| 17592852 | PREDICTING RECOVERY POINT OBJECTIVE DRIFTS | KNIGHT, PAUL M | 2148 | §101§112 | Non-Final OA | 72d | Pending | Feb 04, 2022 |
| 17563113 | COGNITIVE SELECTION OF COMPOSITE SERVICES | KOESTER, MICHAEL RICHARD | 3624 | §101 | Final Rejection | 98d overdue | Pending | Dec 28, 2021 |
| 17509680 | IDENTIFYING EDGE COMPUTING ENVIRONMENT LOCATIONS FOR WORKLOAD MIGRATION | JABLON, ASHER H. | 2127 | §103§112 | Final Rejection | — | Pending | Oct 25, 2021 |
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