Prosecution Insights
Prosecution Insights
26 pending office actions • 13 art units • 22 examiners • 0 of 26 (0%) have an AI response strategy ready • 70 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 26 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. 26 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 | 8 (31%) |
| §103 only | 17 (65%) |
| No statute on record | 1 (4%) |
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 |
|---|---|---|---|
| SULLIVAN, THOMAS J | 4 | 28.5% | +21.9% |
| MOORE, REVA R | 2 | 52.7% | +50.7% |
| MIKELS, MATTHEW | 1 | 80.8% | +20.4% |
| HENRY, MATTHEW D | 1 | 30.2% | +20.9% |
| ADE, OGER GARCIA | 1 | 75.2% | -2.7% |
| MADAMBA, CLIFFORD B | 1 | 43.6% | +15.0% |
| SINGH, GURKANWALJIT | 1 | 61.9% | +26.7% |
| KABIR, JAHANGIR | 1 | 80.6% | +37.0% |
| WEINER, ARIELLE E | 1 | 43.3% | +53.0% |
| ANDREI, RADU | 1 | 36.2% | +20.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18622418 | DISTRIBUTED EDGE-BASED IDENTITY MANAGEMENT | KABIR, JAHANGIR | 3d overdue |
| 18949181 | SCANNER, SYSTEM, AND METHOD FOR A SCANNER IMAGING ILLUMINATION FILTER | MIKELS, MATTHEW | 6d |
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 |
|---|---|---|---|
| 17957108 | DYNAMIC MEDIA OPTIMIZER FOR TRANSACTION TERMINALS | DUCK, BRANDON M | 79d overdue |
| 18680267 | OPTIMIZING RESOURCE SCHEDULING FOR TRANSACTION TERMINALS | SINGH, GURKANWALJIT | 8d overdue |
| 17389460 | TRANSACTION SEQUENCE MODELING FOR FRAUD DETECTION | SALMAN, AVIA ABDULSATTAR | 8d overdue |
| 17541644 | DATA-DRIVEN PARTIAL RESCAN PRECISION BOOSTER | MOORE, REVA R | 4d overdue |
| 18424101 | DATA-DRIVEN SEGMENTATION AND CLUSTERING | ANDREI, RADU | 3d overdue |
| 18439001 | RECIPE-BASED SHOPPING LIST SERVICE METHOD AND SYSTEM | WEINER, ARIELLE E | 8d |
| 18794227 | VIRTUAL REALITY SHOPPING | SULLIVAN, THOMAS J | 13d |
| 18753296 | ARTIFICIAL INTELLIGENCE (AI) AND ONLINE SHOPPING INTEGRATION | SULLIVAN, THOMAS J | 13d |
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 |
|---|---|---|---|
| 18756855 | ENHANCED BIOMETRIC MULTIFACTOR AUTHENTICATION FOR TRANSACTIONS | MADAMBA, CLIFFORD B | 16d overdue |
| 18758014 | DYNAMIC RETAIL ANALYTICS OPTIMIZATION PLATFORM | HENRY, MATTHEW D | 15d overdue |
| 18680267 | OPTIMIZING RESOURCE SCHEDULING FOR TRANSACTION TERMINALS | SINGH, GURKANWALJIT | 8d overdue |
| 17541644 | DATA-DRIVEN PARTIAL RESCAN PRECISION BOOSTER | MOORE, REVA R | 4d overdue |
| 18622418 | DISTRIBUTED EDGE-BASED IDENTITY MANAGEMENT | KABIR, JAHANGIR | 3d overdue |
| 18424101 | DATA-DRIVEN SEGMENTATION AND CLUSTERING | ANDREI, RADU | 3d overdue |
| 18949181 | SCANNER, SYSTEM, AND METHOD FOR A SCANNER IMAGING ILLUMINATION FILTER | MIKELS, MATTHEW | 6d |
| 18439001 | RECIPE-BASED SHOPPING LIST SERVICE METHOD AND SYSTEM | WEINER, ARIELLE E | 8d |
| Art Unit | Apps |
|---|---|
| 3627 | 6 |
| 3689 | 5 |
| 3625 | 3 |
| 3692 | 2 |
| 3698 | 2 |
| 2876 | 1 |
| 2439 | 1 |
| 2171 | 1 |
| 2672 | 1 |
| 3619 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18949181 | SCANNER, SYSTEM, AND METHOD FOR A SCANNER IMAGING ILLUMINATION FILTER | MIKELS, MATTHEW | 2876 | §103 | Non-Final OA | 6d | Pending | Nov 15, 2024 |
| 18794227 | VIRTUAL REALITY SHOPPING | SULLIVAN, THOMAS J | 3689 | §103 | Non-Final OA | 13d | Pending | Aug 05, 2024 |
| 18758014 | DYNAMIC RETAIL ANALYTICS OPTIMIZATION PLATFORM | HENRY, MATTHEW D | 3625 | §103 | Non-Final OA | 15d overdue | Pending | Jun 28, 2024 |
| 18758051 | REAL-TIME RETAIL OUT-OF-SHELF DETECTION | ADE, OGER GARCIA | 3627 | §103 | Non-Final OA | 14d | Pending | Jun 28, 2024 |
| 18756855 | ENHANCED BIOMETRIC MULTIFACTOR AUTHENTICATION FOR TRANSACTIONS | MADAMBA, CLIFFORD B | 3692 | §103 | Non-Final OA | 16d overdue | Pending | Jun 27, 2024 |
| 18753296 | ARTIFICIAL INTELLIGENCE (AI) AND ONLINE SHOPPING INTEGRATION | SULLIVAN, THOMAS J | 3689 | §103 | Non-Final OA | 13d | Pending | Jun 25, 2024 |
| 18680267 | OPTIMIZING RESOURCE SCHEDULING FOR TRANSACTION TERMINALS | SINGH, GURKANWALJIT | 3625 | §101 | Non-Final OA | 8d overdue | Pending | May 31, 2024 |
| 18651175 | PERSONA-BASED CONTENT RENDERING | SULLIVAN, THOMAS J | 3689 | §103 | Non-Final OA | 27d | Pending | Apr 30, 2024 |
| 18622418 | DISTRIBUTED EDGE-BASED IDENTITY MANAGEMENT | KABIR, JAHANGIR | 2439 | §103 | Final Rejection | 3d overdue | Pending | Mar 29, 2024 |
| 18439001 | RECIPE-BASED SHOPPING LIST SERVICE METHOD AND SYSTEM | WEINER, ARIELLE E | 3689 | §101 | Final Rejection | 8d | Pending | Feb 12, 2024 |
| 18424101 | DATA-DRIVEN SEGMENTATION AND CLUSTERING | ANDREI, RADU | 3698 | §101 | Non-Final OA | 3d overdue | Pending | Jan 26, 2024 |
| 18397242 | DISPLAY WITH INTEGRATED CAMERAS | MITCHELL, NATHAN A | 3627 | Other | Non-Final OA | 2d overdue | Pending | Dec 27, 2023 |
| 18385599 | HIERARCHICAL COLLABORATION PLANNING FEATURE INTEGRATION | RIEGLER, PATRICK F | 2171 | §103 | Non-Final OA | 21d | Pending | Oct 31, 2023 |
| 18217315 | IMAGE PROCESSING FOR DISTINGUISHING PRODUCE-RELATED CHARACTERISTICS AT CHECKOUT | SORRIN, AARON JOSEPH | 2672 | §103 | Final Rejection | 83d | Pending | Jun 30, 2023 |
| 18129430 | TERMINAL ACCESSIBILITY CUSTOMIZATION | ALLEN, WILLIAM J | 3619 | §103 | Non-Final OA | 41d | Pending | Mar 31, 2023 |
| 17957507 | INTEGRATED LOYALTY VISION FOR TRANSACTIONS | BORLINGHAUS, JASON M | 3692 | §103 | Final Rejection | 37d overdue | Pending | Sep 30, 2022 |
| 17957108 | DYNAMIC MEDIA OPTIMIZER FOR TRANSACTION TERMINALS | DUCK, BRANDON M | 3693 | §101 | Final Rejection | 79d overdue | Pending | Sep 30, 2022 |
| 17902105 | SELF-SERVICE TERMINAL WITH INTEGRATED COMPUTER-VISION ITEM RECOGNITION AND PAYMENT FUNCTIONS | SULLIVAN, JESSICA E | 3627 | §103 | Final Rejection | 127d overdue | Pending | Sep 02, 2022 |
| 17879591 | INFORMATION ENCODING AND TRANSMISSION TECHNIQUES | GREGG, MARY M | 3695 | §103 | Final Rejection | 71d overdue | Pending | Aug 02, 2022 |
| 17876823 | METHODS AND A SYSTEM FOR MANAGING AND INTEGRATING NON-FUNGIBLE TOKENS (NFTS) | GARCIA MIZE, KARLYANNIE MARIE | 3698 | §103 | Final Rejection | 105d overdue | Pending | Jul 29, 2022 |
| 17541644 | DATA-DRIVEN PARTIAL RESCAN PRECISION BOOSTER | MOORE, REVA R | 3627 | §101 | Non-Final OA | 4d overdue | Pending | Dec 03, 2021 |
| 17513481 | IN-STORE MOBILE ORDERING SERVICE | ABOUZAHRA, REHAM K | 3625 | §101 | Final Rejection | 14d | Pending | Oct 28, 2021 |
| 17389476 | INTRA TRANSACTION ITEM-BASED SEQUENCE MODELING FOR FRAUD DETECTION | MOORE, REVA R | 3627 | §101 | Non-Final OA | 30d | Pending | Jul 30, 2021 |
| 17389460 | TRANSACTION SEQUENCE MODELING FOR FRAUD DETECTION | SALMAN, AVIA ABDULSATTAR | 3627 | §101 | Final Rejection | 8d overdue | Pending | Jul 30, 2021 |
| 17341691 | VOICE-BASED ORDER PROCESSING | SULLIVAN, THOMAS J | 3689 | §103 | Final Rejection | 54d | Pending | Jun 08, 2021 |
| 17333104 | CROSS-ENTITY TRANSACTION AND RETURN DATA INTEGRATION SERVICES | EVANS, KIMBERLY L | 3629 | §103 | Final Rejection | 113d overdue | Pending | May 28, 2021 |
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