Prosecution Insights
Prosecution Insights
11 pending office actions • 9 art units • 10 examiners • 0 of 11 (0%) have an AI response strategy ready • 50 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 11 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. 11 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 (9%) |
| §103 only | 10 (91%) |
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 |
|---|---|---|---|
| TUTOR, AARON N | 2 | 33.5% | +34.9% |
| MOORE, REVA R | 1 | 52.7% | +50.7% |
| LIU, XIAO | 1 | 88.7% | +11.8% |
| MANGIALASCHI, TRACY | 1 | 74.9% | +28.0% |
| MERCHANT, SHAHID R | 1 | 28.7% | +25.2% |
| EUSTAQUIO, CAL J | 1 | 63.2% | +35.8% |
| CHU, DAVID H | 1 | 78.1% | +3.1% |
| SHAPIRO, JEFFREY ALAN | 1 | 54.9% | +15.5% |
| FRUNZI, VICTORIA E. | 1 | 24.7% | +24.4% |
| SHAUGHNESSY, AIDAN EDWARD | 1 | 30.0% | +25.0% |
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.
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18416810 | AI-POWERED MEDIA ANALYSIS FOR ITEM RECOGNITION | MERCHANT, SHAHID R | 30d overdue |
| 18164463 | SOCIAL SHOPPING LIST MESSAGE AND PAYMENT AUTHORIZATION | FRUNZI, VICTORIA E. | 15d |
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 |
|---|---|---|---|
| 18113186 | Self-Checkout System | TUTOR, AARON N | 345d overdue |
| 18217282 | OBJECT IDENTIFICATION BASED ON A PARTIAL VISUAL OBJECT IDENTIFIER CODE SCAN AT POINT OF SALE | TUTOR, AARON N | 79d overdue |
| 18416810 | AI-POWERED MEDIA ANALYSIS FOR ITEM RECOGNITION | MERCHANT, SHAHID R | 30d overdue |
| 18173900 | VISION MESH NETWORK FOR POINT-OF-SALE SYSTEMS | SHAPIRO, JEFFREY ALAN | 24d overdue |
| 17710554 | INLINE FRAME CONTENT DATA MANAGEMENT SYSTEM | SHAUGHNESSY, AIDAN EDWARD | 9d overdue |
| 18409609 | ANTI-FRAUD AND SURFACE ACOUSTIC SYSTEM | EUSTAQUIO, CAL J | 8d |
| 18616843 | OBJECT CLASSIFICATION AND IDENTIFICATION AT POINT OF SALE | MANGIALASCHI, TRACY | 14d |
| 18164463 | SOCIAL SHOPPING LIST MESSAGE AND PAYMENT AUTHORIZATION | FRUNZI, VICTORIA E. | 15d |
| Art Unit | Apps |
|---|---|
| 3627 | 3 |
| 2664 | 1 |
| 2668 | 1 |
| 3684 | 1 |
| 2686 | 1 |
| 2616 | 1 |
| 3619 | 1 |
| 3689 | 1 |
| 2432 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18768924 | ARTIFICIAL INTELLIGENCE (AI)-BASED SELF-CHECKOUT SCANNING VERIFICATION SYSTEM | MOORE, REVA R | 3627 | §103 | Non-Final OA | 30d | Pending | Jul 10, 2024 |
| 18657674 | RADIO FREQUENCY IDENTIFICATION AND MACHINE LEARNING FOR CLOTHING IDENTIFICATION | LIU, XIAO | 2664 | §103 | Non-Final OA | 20d | Pending | May 07, 2024 |
| 18616843 | OBJECT CLASSIFICATION AND IDENTIFICATION AT POINT OF SALE | MANGIALASCHI, TRACY | 2668 | §103 | Non-Final OA | 14d | Pending | Mar 26, 2024 |
| 18416810 | AI-POWERED MEDIA ANALYSIS FOR ITEM RECOGNITION | MERCHANT, SHAHID R | 3684 | §103 | Final Rejection | 30d overdue | Pending | Jan 18, 2024 |
| 18409609 | ANTI-FRAUD AND SURFACE ACOUSTIC SYSTEM | EUSTAQUIO, CAL J | 2686 | §103 | Non-Final OA | 8d | Pending | Jan 10, 2024 |
| 18402586 | PET SUPPLY SIMULATIONS USING AUGMENTED REALITY | CHU, DAVID H | 2616 | §103 | Non-Final OA | 14d | Pending | Jan 02, 2024 |
| 18217282 | OBJECT IDENTIFICATION BASED ON A PARTIAL VISUAL OBJECT IDENTIFIER CODE SCAN AT POINT OF SALE | TUTOR, AARON N | 3627 | §103 | Final Rejection | 79d overdue | Pending | Jun 30, 2023 |
| 18173900 | VISION MESH NETWORK FOR POINT-OF-SALE SYSTEMS | SHAPIRO, JEFFREY ALAN | 3619 | §103 | Non-Final OA | 24d overdue | Pending | Feb 24, 2023 |
| 18113186 | Self-Checkout System | TUTOR, AARON N | 3627 | §103 | Final Rejection | 345d overdue | Pending | Feb 23, 2023 |
| 18164463 | SOCIAL SHOPPING LIST MESSAGE AND PAYMENT AUTHORIZATION | FRUNZI, VICTORIA E. | 3689 | §101 | Final Rejection | 15d | Pending | Feb 03, 2023 |
| 17710554 | INLINE FRAME CONTENT DATA MANAGEMENT SYSTEM | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Non-Final OA | 9d overdue | Pending | Mar 31, 2022 |
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