Prosecution Insights
Prosecution Insights
16 pending office actions • 9 art units • 14 examiners • 0 of 16 (0%) have an AI response strategy ready • 11 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 8 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. 8 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 | 7 (44%) |
| §101 + other | 6 (38%) |
| §103 only | 2 (12%) |
| Multi-statute (no §101) | 1 (6%) |
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 |
|---|---|---|---|
| SHAIKH, MOHAMMAD Z | 2 | 52.6% | +31.2% |
| KAZIMI, HANI M | 2 | 48.1% | +18.7% |
| SAXENA, AKASH | 1 | 48.9% | +30.9% |
| ARAQUE JR, GERARDO | 1 | 9.5% | +15.9% |
| KWONG, CHO YIU | 1 | 32.1% | +4.7% |
| COLUCCI, MICHAEL C | 1 | 75.8% | +15.2% |
| SUBRAMANIAN, NARAYANSWAMY | 1 | 28.4% | +30.9% |
| EKECHUKWU, CHINEDU U | 1 | 1.5% | +2.4% |
| PULLIAS, JESSE SCOTT | 1 | 82.6% | +12.7% |
| NGUYEN, TIEN C | 1 | 67.9% | +18.3% |
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 |
|---|---|---|---|
| 18808819 | FACILITATING SUB-GROUP HOPPING IN CALL SESSIONS FOR ADAPTIVE CONTENT FLOWS | PULLIAS, JESSE SCOTT | 4d overdue |
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 |
|---|---|---|---|
| 18813698 | INTERACTIVE INJURY INTERFACE AND INJURY EVENT SIMULATION | SUBRAMANIAN, NARAYANSWAMY | 45d overdue |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | ARAQUE JR, GERARDO | 6d |
| 17500767 | AUTOMATED INCIDENT SIMULATION GENERATOR | MIRABITO, MICHAEL PAUL | 42d |
| 18809209 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | BRIDGES, CHRISTOPHER | 53d |
| 18809025 | FACILITATING DIGITAL REQUESTS THROUGH AN ADAPTIVE CONTENT FLOW INTERFACE | MANDEL, MONICA A | 71d |
| 18809029 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | 84d |
| 19189010 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | — |
| 18979280 | VOICE-AI DRIVEN NEGOTIATOR | KWONG, CHO YIU | — |
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 |
|---|---|---|---|
| 18813698 | INTERACTIVE INJURY INTERFACE AND INJURY EVENT SIMULATION | SUBRAMANIAN, NARAYANSWAMY | 45d overdue |
| 18808819 | FACILITATING SUB-GROUP HOPPING IN CALL SESSIONS FOR ADAPTIVE CONTENT FLOWS | PULLIAS, JESSE SCOTT | 4d overdue |
| 19190162 | COLLISION RECONSTRUCTION ENGINE | SAXENA, AKASH | 6d |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | ARAQUE JR, GERARDO | 6d |
| 18809029 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | 84d |
| 19189010 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | — |
| 18979052 | VOICE-BASED, ARTIFICIAL INTELLIGENCE-DRIVEN FLOW ENGINE | COLUCCI, MICHAEL C | — |
| 18809108 | TRAINED MACHINE LEARNING MODEL FOR OPTIMIZED RESERVE ESTIMATE PREDICTION | NGUYEN, TIEN C | — |
| Art Unit | Apps |
|---|---|
| 3694 | 3 |
| 3693 | 3 |
| 3691 | 3 |
| 2655 | 2 |
| 2188 | 1 |
| 3629 | 1 |
| 3695 | 1 |
| 3622 | 1 |
| 2187 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19190162 | COLLISION RECONSTRUCTION ENGINE | SAXENA, AKASH | 2188 | §103 | Final Rejection | 6d | Pending | Apr 25, 2025 |
| 19189010 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | — | Pending | Apr 24, 2025 |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | ARAQUE JR, GERARDO | 3629 | §102§103 | Final Rejection | 6d | Pending | Apr 24, 2025 |
| 18979280 | VOICE-AI DRIVEN NEGOTIATOR | KWONG, CHO YIU | 3693 | §101§102§103§112 | Final Rejection | — | Pending | Dec 12, 2024 |
| 18979052 | VOICE-BASED, ARTIFICIAL INTELLIGENCE-DRIVEN FLOW ENGINE | COLUCCI, MICHAEL C | 2655 | §101§102DP | Non-Final OA | — | Pending | Dec 12, 2024 |
| 18813698 | INTERACTIVE INJURY INTERFACE AND INJURY EVENT SIMULATION | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Non-Final OA | 45d overdue | Pending | Aug 23, 2024 |
| 18809150 | ARTIFICIAL INTELLIGENCE-DRIVEN NEGOTIATOR | EKECHUKWU, CHINEDU U | 3695 | §101§103 | Final Rejection | — | Pending | Aug 19, 2024 |
| 18809029 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | 84d | Pending | Aug 19, 2024 |
| 18808819 | FACILITATING SUB-GROUP HOPPING IN CALL SESSIONS FOR ADAPTIVE CONTENT FLOWS | PULLIAS, JESSE SCOTT | 2655 | §103 | Final Rejection | 4d overdue | Pending | Aug 19, 2024 |
| 18809108 | TRAINED MACHINE LEARNING MODEL FOR OPTIMIZED RESERVE ESTIMATE PREDICTION | NGUYEN, TIEN C | 3694 | §101 | Final Rejection | — | Pending | Aug 19, 2024 |
| 18809209 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | BRIDGES, CHRISTOPHER | 3693 | §101§102§103 | Final Rejection | 53d | Pending | Aug 19, 2024 |
| 18809025 | FACILITATING DIGITAL REQUESTS THROUGH AN ADAPTIVE CONTENT FLOW INTERFACE | MANDEL, MONICA A | 3622 | §101§103§112 | Non-Final OA | 71d | Pending | Aug 19, 2024 |
| 18653262 | SIMULATION ENGINE FOR VEHICLE INCIDENTS | APPLE, KIRSTEN SACHWITZ | 3693 | §101 | Non-Final OA | — | Pending | May 02, 2024 |
| 17500767 | AUTOMATED INCIDENT SIMULATION GENERATOR | MIRABITO, MICHAEL PAUL | 2187 | §101§103 | Non-Final OA | 42d | Pending | Oct 13, 2021 |
| 17500730 | AUTOMATED CONTEXTUAL FLOW DISPATCH FOR CLAIM CORROBORATION | KAZIMI, HANI M | 3691 | §101 | Non-Final OA | — | Pending | Oct 13, 2021 |
| 17500703 | EXTERNAL DATA SOURCE INTEGRATION FOR CLAIM PROCESSING | KAZIMI, HANI M | 3691 | §101 | Final Rejection | — | Pending | Oct 13, 2021 |
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