Prosecution Insights
Prosecution Insights
15 pending office actions • 13 art units • 15 examiners • 0 of 15 (0%) have an AI response strategy ready • 39 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 15 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. 15 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 | 6 (40%) |
| §103 only | 7 (47%) |
| §102 only | 1 (7%) |
| §112 only | 1 (7%) |
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 |
|---|---|---|---|
| ARJOMANDI, NOOSHA | 1 | 86.2% | +9.9% |
| JAHNIGE, CAROLINE H | 1 | 70.1% | +22.5% |
| GIBSON, JONATHAN D | 1 | 84.8% | +12.4% |
| MANEJWALA, ISMAIL A | 1 | 47.4% | +48.9% |
| SIDDO, IBRAHIM | 1 | 83.9% | +13.1% |
| HALM, KWEKU WILLIAM | 1 | 80.2% | +12.6% |
| SHIBEROU, MAHELET | 1 | 73.2% | +27.3% |
| KANAAN, MAROUN P | 1 | 62.7% | +31.8% |
| LOFTIS, JOHNNA RONEE | 1 | 43.3% | +4.1% |
| LERNER, MARTIN | 1 | 78.0% | +13.3% |
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 |
|---|---|---|---|
| 18771552 | CACHING PATTERN FOR LARGE LANGUAGE MODEL INTERFACE | HALM, KWEKU WILLIAM | 46d overdue |
| 19044212 | GENERATIVE ARTIFICIAL INTELLIGENCE FRAMEWORK WITH SPECIALIZATION VIA SIMULATED HISTORY GENERATION | ARJOMANDI, NOOSHA | 31d overdue |
| 18911827 | AUTOMATED DIAGNOSTIC PLAN GENERATION FOR TECHNICAL SUPPORT | GIBSON, JONATHAN D | 26d overdue |
| 18790398 | LANGUAGE AND SENTIMENT ANALYSIS FOR GENERATING SUPPORT SUMMARIES | SIDDO, IBRAHIM | 16d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18647540 | PREDICTIVE HEALTHCARE SCHEDULING TO ADJUST PATIENT OUTCOMES | KANAAN, MAROUN P | 1d overdue |
| 18603677 | AUTOMATED CREATION OF SOFTWARE PROGRAM STRUCTURE HAVING RUNNABLE SOFTWARE CODE | RAMPURIA, SATISH | 9d |
| 18821087 | SYSTEMS AND METHODS FOR ELECTRONIC DEVICE TRACKING AND STATUS ANALYSIS | MANEJWALA, ISMAIL A | 28d |
| 18647579 | DATA-DRIVEN WORKPLACE TO IMPROVE HEALTHCARE STAFF RETENTION | LOFTIS, JOHNNA RONEE | 28d |
| 18436811 | AUTOMATED STAFFING ALLOCATION AND SCHEDULING | STEWART, CRYSTOL | 30d |
| 18376278 | APPLICATION RATIONALIZATION AUTOMATION METHODOLOGY | GURSKI, AMANDA KAREN | 35d |
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 |
|---|---|---|---|
| 18771552 | CACHING PATTERN FOR LARGE LANGUAGE MODEL INTERFACE | HALM, KWEKU WILLIAM | 46d overdue |
| 18911827 | AUTOMATED DIAGNOSTIC PLAN GENERATION FOR TECHNICAL SUPPORT | GIBSON, JONATHAN D | 26d overdue |
| 18647540 | PREDICTIVE HEALTHCARE SCHEDULING TO ADJUST PATIENT OUTCOMES | KANAAN, MAROUN P | 1d overdue |
| 18657022 | GENERATING INTERDEPENDENT DOCUMENT CHUNKS USING LARGE LANGUAGE MODELS | SHIBEROU, MAHELET | 7d |
| 18938706 | NETWORK PROTOCOL-BASED INTERROGATION FOR NETWORK DEVICE CHARACTERIZATION | JAHNIGE, CAROLINE H | 13d |
| 18790398 | LANGUAGE AND SENTIMENT ANALYSIS FOR GENERATING SUPPORT SUMMARIES | SIDDO, IBRAHIM | 16d |
| 18821087 | SYSTEMS AND METHODS FOR ELECTRONIC DEVICE TRACKING AND STATUS ANALYSIS | MANEJWALA, ISMAIL A | 28d |
| 18643810 | SPECIALIST LANGUAGE MODEL SET MAPPING AND SELECTION FOR PROMPT DELEGATION | LERNER, MARTIN | 34d |
| Art Unit | Apps |
|---|---|
| 2166 | 2 |
| 3625 | 2 |
| 2451 | 1 |
| 2113 | 1 |
| 3628 | 1 |
| 2681 | 1 |
| 2171 | 1 |
| 3687 | 1 |
| 2658 | 1 |
| 2193 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19044212 | GENERATIVE ARTIFICIAL INTELLIGENCE FRAMEWORK WITH SPECIALIZATION VIA SIMULATED HISTORY GENERATION | ARJOMANDI, NOOSHA | 2166 | §102 | Non-Final OA | 31d overdue | Pending | Feb 03, 2025 |
| 18938706 | NETWORK PROTOCOL-BASED INTERROGATION FOR NETWORK DEVICE CHARACTERIZATION | JAHNIGE, CAROLINE H | 2451 | §103 | Non-Final OA | 13d | Pending | Nov 06, 2024 |
| 18911827 | AUTOMATED DIAGNOSTIC PLAN GENERATION FOR TECHNICAL SUPPORT | GIBSON, JONATHAN D | 2113 | §103 | Non-Final OA | 26d overdue | Pending | Oct 10, 2024 |
| 18821087 | SYSTEMS AND METHODS FOR ELECTRONIC DEVICE TRACKING AND STATUS ANALYSIS | MANEJWALA, ISMAIL A | 3628 | §101 | Non-Final OA | 28d | Pending | Aug 30, 2024 |
| 18790398 | LANGUAGE AND SENTIMENT ANALYSIS FOR GENERATING SUPPORT SUMMARIES | SIDDO, IBRAHIM | 2681 | §103 | Non-Final OA | 16d | Pending | Jul 31, 2024 |
| 18771552 | CACHING PATTERN FOR LARGE LANGUAGE MODEL INTERFACE | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | 46d overdue | Pending | Jul 12, 2024 |
| 18657022 | GENERATING INTERDEPENDENT DOCUMENT CHUNKS USING LARGE LANGUAGE MODELS | SHIBEROU, MAHELET | 2171 | §103 | Non-Final OA | 7d | Pending | May 07, 2024 |
| 18647540 | PREDICTIVE HEALTHCARE SCHEDULING TO ADJUST PATIENT OUTCOMES | KANAAN, MAROUN P | 3687 | §101 | Non-Final OA | 1d overdue | Pending | Apr 26, 2024 |
| 18647579 | DATA-DRIVEN WORKPLACE TO IMPROVE HEALTHCARE STAFF RETENTION | LOFTIS, JOHNNA RONEE | 3625 | §101 | Final Rejection | 28d | Pending | Apr 26, 2024 |
| 18643810 | SPECIALIST LANGUAGE MODEL SET MAPPING AND SELECTION FOR PROMPT DELEGATION | LERNER, MARTIN | 2658 | §103 | Non-Final OA | 34d | Pending | Apr 23, 2024 |
| 18603677 | AUTOMATED CREATION OF SOFTWARE PROGRAM STRUCTURE HAVING RUNNABLE SOFTWARE CODE | RAMPURIA, SATISH | 2193 | §101 | Non-Final OA | 9d | Pending | Mar 13, 2024 |
| 18436811 | AUTOMATED STAFFING ALLOCATION AND SCHEDULING | STEWART, CRYSTOL | 3624 | §101 | Non-Final OA | 30d | Pending | Feb 08, 2024 |
| 18376278 | APPLICATION RATIONALIZATION AUTOMATION METHODOLOGY | GURSKI, AMANDA KAREN | 3625 | §101 | Final Rejection | 35d | Pending | Oct 03, 2023 |
| 18470849 | INTERMITTENT SYNCHRONIZATION FOR NETWORK MANAGEMENT DATA | DU, ZONGHUA A | 2444 | §103 | Final Rejection | 30d | Pending | Sep 20, 2023 |
| 17951967 | ADJUSTING MENTAL STATE TO IMPROVE TASK PERFORMANCE | ABOU EL SEOUD, MOHAMED | 2148 | §112 | Final Rejection | 50d | Pending | Sep 23, 2022 |
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