Prosecution Insights
Prosecution Insights
22 pending office actions • 19 art units • 22 examiners • 0 of 22 (0%) have an AI response strategy ready • 68 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 21 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. 21 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 | 1 (5%) |
| §103 only | 17 (77%) |
| §102 only | 2 (9%) |
| §112 only | 1 (5%) |
| No statute on record | 1 (5%) |
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 |
|---|---|---|---|
| KONG, ALAN LINGQIAN | 1 | 79.6% | +36.9% |
| SHAIFER HARRIMAN, DANT B | 1 | 81.0% | +17.7% |
| HABASHI, DANIEL MONIS S | 1 | — | — |
| WILSON, KIMBERLY LOVEL | 1 | 70.8% | +17.4% |
| BOYCE, ANDRE D | 1 | 36.0% | +19.2% |
| VO, TED T | 1 | 81.0% | +9.3% |
| CHEA, PHILIP J | 1 | 67.2% | +2.4% |
| AHMED, ENAM | 1 | 82.1% | +19.8% |
| ABYANEH, ALI S | 1 | 77.8% | +55.8% |
| LEE, GIL H | 1 | 83.0% | +30.0% |
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 |
|---|---|---|---|
| 18777854 | PERFORM USER VALIDATION USING LOCAL RESOURCES | SHAIFER HARRIMAN, DANT B | 9d overdue |
| 18597989 | Dynamic Benchmarking of Combinations of Main and Sub Libraries for Library Developer Operations (LIBOPS) | VO, TED T | 3d overdue |
| 18411161 | BEST HEDGING, UTILIZATION AND VALIDATION OF INFORMATION (BHUVI) MACHINE LEARNING MODEL | AHMED, ENAM | 83d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18609139 | MEASURING AND INCREASING OPERATIONAL MATURITY | BOYCE, ANDRE D | 55d |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18813799 | UNSTRUCTURED DATA ACCESS CONTROL | KONG, ALAN LINGQIAN | 46d overdue |
| 18777854 | PERFORM USER VALIDATION USING LOCAL RESOURCES | SHAIFER HARRIMAN, DANT B | 9d overdue |
| 18407542 | IDENTIFICATION AND MITIGATION OF SPOOFING ATTACKS ON AUTONOMOUS VEHICLES | ABYANEH, ALI S | 4d overdue |
| 18658097 | MERGE-BASED COMPUTATION | WILSON, KIMBERLY LOVEL | 12d |
| 18524145 | CONSORTIUM-BASED INFRASTRUCTURE AND PLATFORM FOR USER AUTHENTICATION | LEE, GIL H | 13d |
| 18609139 | MEASURING AND INCREASING OPERATIONAL MATURITY | BOYCE, ANDRE D | 55d |
| 18411161 | BEST HEDGING, UTILIZATION AND VALIDATION OF INFORMATION (BHUVI) MACHINE LEARNING MODEL | AHMED, ENAM | 83d |
| Art Unit | Apps |
|---|---|
| 2148 | 2 |
| 2144 | 2 |
| 3624 | 2 |
| 2494 | 1 |
| 2434 | 1 |
| 2407 | 1 |
| 2165 | 1 |
| 3623 | 1 |
| 2191 | 1 |
| 2499 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18813799 | UNSTRUCTURED DATA ACCESS CONTROL | KONG, ALAN LINGQIAN | 2494 | §103 | Non-Final OA | 46d overdue | Pending | Aug 23, 2024 |
| 18777854 | PERFORM USER VALIDATION USING LOCAL RESOURCES | SHAIFER HARRIMAN, DANT B | 2434 | §103 | Final Rejection | 9d overdue | Pending | Jul 19, 2024 |
| 18762810 | CHALLENGE-RESPONSE AUTHENTICATION USING GENERATIVE ARTIFICIAL INTELLIGENCE | HABASHI, DANIEL MONIS S | 2407 | §103 | Non-Final OA | — | Pending | Jul 03, 2024 |
| 18658097 | MERGE-BASED COMPUTATION | WILSON, KIMBERLY LOVEL | 2165 | §103 | Non-Final OA | 12d | Pending | May 08, 2024 |
| 18609139 | MEASURING AND INCREASING OPERATIONAL MATURITY | BOYCE, ANDRE D | 3623 | §101 | Non-Final OA | 55d | Pending | Mar 19, 2024 |
| 18597989 | Dynamic Benchmarking of Combinations of Main and Sub Libraries for Library Developer Operations (LIBOPS) | VO, TED T | 2191 | §103 | Non-Final OA | 3d overdue | Pending | Mar 07, 2024 |
| 18417386 | PREVENTING KEYSNIFFER ATTACKS | CHEA, PHILIP J | 2499 | §103 | Non-Final OA | 7d | Pending | Jan 19, 2024 |
| 18411161 | BEST HEDGING, UTILIZATION AND VALIDATION OF INFORMATION (BHUVI) MACHINE LEARNING MODEL | AHMED, ENAM | 2112 | §103 | Final Rejection | 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 |
| 18524145 | CONSORTIUM-BASED INFRASTRUCTURE AND PLATFORM FOR USER AUTHENTICATION | LEE, GIL H | 2446 | Other | Non-Final OA | 13d | Pending | Nov 30, 2023 |
| 18524243 | CONSORTIUM-BASED APPLICATION AUTHENTICATION | LEE, CLAY C | 3699 | §103 | Non-Final OA | 27d | Pending | Nov 30, 2023 |
| 18388579 | EXPEDITED OPERATIONS RESOLUTION | SINGH, RUPANGINI | 3628 | §103 | Non-Final OA | 30d overdue | Pending | Nov 10, 2023 |
| 18228401 | HEURISTIC DATA PIPELINE SCHEDULING | CASTANEDA, IVAN ALEXANDER | 2195 | §103 | Non-Final OA | 43d overdue | Pending | Jul 31, 2023 |
| 18138582 | COMPUTING A HIERARCHY OF CLASS LABELS FOR HIERARCHICAL MULTI-LABEL CLASSIFICATION | ZECHER, CORDELIA P K | 2100 | §103 | Non-Final OA | 5d | Pending | Apr 24, 2023 |
| 18300699 | EXPLAINABLE CLASSIFICATIONS WITH ABSTENTION USING CLIENT AGNOSTIC MACHINE LEARNING MODELS | CHOI, DAVID E | 2148 | §103 | Non-Final OA | 5d overdue | Pending | Apr 14, 2023 |
| 18184938 | SELF-LEARNING ONTOLOGY-BASED COGNITIVE ASSIGNMENT ENGINE | MEYER, JACQUELINE CHRISTINE | 2144 | §103 | Non-Final OA | 13d | Pending | Mar 16, 2023 |
| 18110074 | AI CUSTOMIZED MLOPS FRAMEWORK IN A MULTI-TENANT CLOUD ENVIRONMENT | NGUYEN, MAIKHANH | 2144 | §102 | Non-Final OA | 30d overdue | Pending | Feb 15, 2023 |
| 18157376 | COST FORECASTING AND MONITORING FOR CLOUD INFRASTRUCTURE | WEBB III, JAMES L | 3624 | §103 | Final Rejection | 8d overdue | Pending | Jan 20, 2023 |
| 17726887 | PRE-DEPLOYMENT VALIDATION OF INFRASTRUCTURE TOPOLOGY | HAN, BYUNGKWON | 2121 | §103 | Non-Final OA | 2d overdue | Pending | Apr 22, 2022 |
| 17592852 | PREDICTING RECOVERY POINT OBJECTIVE DRIFTS | KNIGHT, PAUL M | 2148 | §112 | Final Rejection | 72d | Pending | Feb 04, 2022 |
| 17563113 | COGNITIVE SELECTION OF COMPOSITE SERVICES | KOESTER, MICHAEL RICHARD | 3624 | §103 | Non-Final OA | 98d overdue | Pending | Dec 28, 2021 |
| 17555780 | MACHINE LEARNING MODEL-BASED, OVERHEAD LINE BREAKAGE PREDICTION SYSTEM | NGUYEN, LAM S | 2853 | §102 | Non-Final OA | 57d | Pending | Dec 20, 2021 |
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