Prosecution Insights
Prosecution Insights
15 pending office actions • 10 art units • 15 examiners • 0 of 15 (0%) have an AI response strategy ready • 9 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 3 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. 3 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 | 2 (13%) |
| §101 + other | 4 (27%) |
| §103 only | 6 (40%) |
| §112 only | 1 (7%) |
| Multi-statute (no §101) | 2 (13%) |
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 |
|---|---|---|---|
| MILLER, JAMES H | 1 | 39.3% | +34.8% |
| SINGLETARY, TYRONE E | 1 | 30.4% | +28.7% |
| MACASIANO, JOANNE GONZALES | 1 | 66.7% | +42.3% |
| BALLOU, MAAME BOAKYEWAA | 1 | 17.4% | +19.0% |
| HOANG, HIEU T | 1 | 80.8% | +16.3% |
| TRUONG, LAN DAI T | 1 | 91.1% | +11.6% |
| HALE, BROOKS T | 1 | 49.4% | +33.0% |
| APPLE, KIRSTEN SACHWITZ | 1 | 60.6% | +4.5% |
| PHAM, JESSICA THUY | 1 | 20.0% | +88.9% |
| YONO, RAVEN E | 1 | 39.6% | +32.8% |
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 |
|---|---|---|---|
| 18637972 | TECHNIQUES FOR PROVIDING ARTIFICIAL INTELLIGENCE MEDIATED CURATION OF ACCESS AND CONTENT WITHIN A CYBER THREAT INTELLIGENCE PLATFORM | TRUONG, LAN DAI T | — |
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 |
|---|---|---|---|
| 18404070 | GENERATIVE ARTIFICIAL INTELLIGENCE FOR LOANS | YONO, RAVEN E | 35d overdue |
| 18885469 | System, Method and Computer-Readable Medium for Organizational Redesign Through Analysis and Phased Implementation Based on User Input and Current Models | BALLOU, MAAME BOAKYEWAA | — |
| 18643720 | TECHNIQUES FOR LEVERAGING PROOF-OF-CONTRIBUTION ON A DISTRIBUTED CYBER THREAT INTELLIGENCE PLATFORM | HOANG, HIEU T | — |
| 18599114 | Methods and Systems for Managing Retirement Asset Transfer within a Private Blockchain Network | APPLE, KIRSTEN SACHWITZ | — |
| 18404155 | SYSTEMS AND METHODS FOR RESPONSIBLE ARTIFICIAL INTELLIGENCE | PHAM, JESSICA THUY | — |
| 18392059 | DYNAMICALLY MAPPING APPLICATION PROGRAMMING INTERFACES | KESSLER, GREGORY AARON | — |
| 18234696 | Techniques for AI/ML Persona-Driven Scenario Management | ROTARU, OCTAVIAN | — |
| 18233674 | SUPERVISED MACHINE LEARNING FOR AUTOMATED ASSISTANTS | SITIRICHE, LUIS A | — |
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 |
|---|---|---|---|
| 18404070 | GENERATIVE ARTIFICIAL INTELLIGENCE FOR LOANS | YONO, RAVEN E | 35d overdue |
| 19262651 | MANAGING INCOME STREAMS USING A DISTRIBUTED LEDGER AND SOULBOUND TOKENS | MILLER, JAMES H | — |
| 18981392 | AUTOMATED TECHNICAL DEBT EVALUATION AND SCORING USING ARTIFICIAL INTELLIGENCE | SINGLETARY, TYRONE E | — |
| 18889583 | ANALYSIS AND CLASSIFICATION METHODS AND SYSTEMS FOR ASSESSING, IDENTIFYING, AND TRACKING TECHNICAL DEBT IN ORGANIZATIONS | MACASIANO, JOANNE GONZALES | — |
| 18885469 | System, Method and Computer-Readable Medium for Organizational Redesign Through Analysis and Phased Implementation Based on User Input and Current Models | BALLOU, MAAME BOAKYEWAA | — |
| 18643720 | TECHNIQUES FOR LEVERAGING PROOF-OF-CONTRIBUTION ON A DISTRIBUTED CYBER THREAT INTELLIGENCE PLATFORM | HOANG, HIEU T | — |
| 18637972 | TECHNIQUES FOR PROVIDING ARTIFICIAL INTELLIGENCE MEDIATED CURATION OF ACCESS AND CONTENT WITHIN A CYBER THREAT INTELLIGENCE PLATFORM | TRUONG, LAN DAI T | — |
| 18607386 | METHOD AND SYSTEM FOR VISUALIZING APPLICATION VITALS ACROSS AN ENTERPRISE USING ARTIFICIAL INTELLIGENCE | HALE, BROOKS T | — |
| Art Unit | Apps |
|---|---|
| 2197 | 3 |
| 3694 | 2 |
| 3625 | 1 |
| 3629 | 1 |
| 2449 | 1 |
| 2444 | 1 |
| 2166 | 1 |
| 3693 | 1 |
| 3699 | 1 |
| 3624 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19262651 | MANAGING INCOME STREAMS USING A DISTRIBUTED LEDGER AND SOULBOUND TOKENS | MILLER, JAMES H | 3694 | §103 | Non-Final OA | — | Pending | Jul 08, 2025 |
| 18981392 | AUTOMATED TECHNICAL DEBT EVALUATION AND SCORING USING ARTIFICIAL INTELLIGENCE | SINGLETARY, TYRONE E | 3625 | §112 | Final Rejection | — | Pending | Dec 13, 2024 |
| 18889583 | ANALYSIS AND CLASSIFICATION METHODS AND SYSTEMS FOR ASSESSING, IDENTIFYING, AND TRACKING TECHNICAL DEBT IN ORGANIZATIONS | MACASIANO, JOANNE GONZALES | 2197 | §103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18885469 | System, Method and Computer-Readable Medium for Organizational Redesign Through Analysis and Phased Implementation Based on User Input and Current Models | BALLOU, MAAME BOAKYEWAA | 3629 | §101§103§112 | Non-Final OA | — | Pending | Sep 13, 2024 |
| 18643720 | TECHNIQUES FOR LEVERAGING PROOF-OF-CONTRIBUTION ON A DISTRIBUTED CYBER THREAT INTELLIGENCE PLATFORM | HOANG, HIEU T | 2449 | §103§112 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18637972 | TECHNIQUES FOR PROVIDING ARTIFICIAL INTELLIGENCE MEDIATED CURATION OF ACCESS AND CONTENT WITHIN A CYBER THREAT INTELLIGENCE PLATFORM | TRUONG, LAN DAI T | 2444 | §103 | Final Rejection | — | Pending | Apr 17, 2024 |
| 18607386 | METHOD AND SYSTEM FOR VISUALIZING APPLICATION VITALS ACROSS AN ENTERPRISE USING ARTIFICIAL INTELLIGENCE | HALE, BROOKS T | 2166 | §103 | Non-Final OA | — | Pending | Mar 15, 2024 |
| 18599114 | Methods and Systems for Managing Retirement Asset Transfer within a Private Blockchain Network | APPLE, KIRSTEN SACHWITZ | 3693 | §101§103 | Final Rejection | — | Pending | Mar 07, 2024 |
| 18404155 | SYSTEMS AND METHODS FOR RESPONSIBLE ARTIFICIAL INTELLIGENCE | PHAM, JESSICA THUY | — | §103§112 | Non-Final OA | — | Pending | Jan 04, 2024 |
| 18404070 | GENERATIVE ARTIFICIAL INTELLIGENCE FOR LOANS | YONO, RAVEN E | 3694 | §101 | Non-Final OA | 35d overdue | Pending | Jan 04, 2024 |
| 18400778 | Techniques for Preserving Memories and Experiences Through a Non-Fungible Token (NFT) Engine | KING, DAVIDA LEE | 3699 | §103 | Non-Final OA | 3d overdue | Pending | Dec 29, 2023 |
| 18392059 | DYNAMICALLY MAPPING APPLICATION PROGRAMMING INTERFACES | KESSLER, GREGORY AARON | 2197 | §101 | Final Rejection | — | Pending | Dec 21, 2023 |
| 18374913 | OPERATING SYSTEM LIFECYCLE MANAGEMENT USING MACHINE LEARNING | UNG, LANNY N | 2197 | §103 | Final Rejection | 19d | Pending | Sep 29, 2023 |
| 18234696 | Techniques for AI/ML Persona-Driven Scenario Management | ROTARU, OCTAVIAN | 3624 | §101§103 | Final Rejection | — | Pending | Aug 16, 2023 |
| 18233674 | SUPERVISED MACHINE LEARNING FOR AUTOMATED ASSISTANTS | SITIRICHE, LUIS A | — | §101§103§112DP | Non-Final OA | — | Pending | Aug 14, 2023 |
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