Prosecution Insights
Prosecution Insights
15 pending office actions • 14 art units • 15 examiners • 0 of 15 (0%) have an AI response strategy ready • 143 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 | 2 (13%) |
| §103 only | 6 (40%) |
| §102 only | 2 (13%) |
| §112 only | 3 (20%) |
| Double-patenting + other | 1 (7%) |
| No statute on record | 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 |
|---|---|---|---|
| BROPHY, MATTHEW J | 1 | 69.0% | +33.6% |
| DING, CHUNLING | 1 | 55.3% | +61.3% |
| COLAN, GIOVANNA B | 1 | 72.5% | +28.5% |
| BHUYAN, MOHAMMAD SOLAIMAN | 1 | 82.5% | +21.3% |
| NGUYEN, MERILYN P | 1 | 87.0% | +5.2% |
| TSANG, HENRY | 1 | 79.3% | +17.5% |
| BAYOU, YONAS A | 1 | 84.2% | +15.3% |
| SHAH, MEHULKUMAR J | 1 | 67.1% | +37.3% |
| SHAHABI, ARI ARASTOO | 1 | 53.7% | +40.4% |
| DAGNEW, SABA | 1 | 37.6% | +17.7% |
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 |
|---|---|---|---|
| 19038671 | RESOLVING DATASET CORRUPTION OF TRANSFERRED DATASETS USING PROGRAMMING LANGUAGE-AGNOSTIC DATA MODELING PLATFORMS | NGUYEN, MERILYN P | 15d |
| 19076983 | SYSTEMS AND METHODS FOR REAL-TIME RECORDING OF TRANSFERS OF SELF-VALIDATING DIGITAL RECORDS ACROSS CRYPTOGRAPHICALLY SECURE NETWORKS USING CROSS-NETWORK REGISTRIES | BHUYAN, MOHAMMAD SOLAIMAN | 23d |
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 |
|---|---|---|---|
| 18771248 | ACCOUNT PROGRAM SYSTEMS AND METHODS | DAGNEW, SABA | 26d |
| 18733811 | AUTOMATED FRAUD RISK ASSESSMENT SYSTEMS AND METHODS | SHAIKH, MOHAMMAD Z | 84d |
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 |
|---|---|---|---|
| 19300347 | SYSTEMS AND METHODS FOR BLOCKCHAIN-BASED TRANSACTION BREAK PREVENTION | DING, CHUNLING | 3d overdue |
| 18907414 | DYNAMIC INPUT-SENSITIVE VALIDATION OF MACHINE LEARNING MODEL OUTPUTS AND METHODS AND SYSTEMS OF THE SAME | BAYOU, YONAS A | 13d |
| 19076983 | SYSTEMS AND METHODS FOR REAL-TIME RECORDING OF TRANSFERS OF SELF-VALIDATING DIGITAL RECORDS ACROSS CRYPTOGRAPHICALLY SECURE NETWORKS USING CROSS-NETWORK REGISTRIES | BHUYAN, MOHAMMAD SOLAIMAN | 23d |
| 19247219 | GENERATING INSIGHTS FOR SOFTWARE APPLICATIONS | COLAN, GIOVANNA B | 26d |
| 18771248 | ACCOUNT PROGRAM SYSTEMS AND METHODS | DAGNEW, SABA | 26d |
| 18787544 | SYSTEMS AND METHODS FOR SECURELY SHARING PUBLIC BLOCKCHAIN ADDRESSES | SHAHABI, ARI ARASTOO | 28d |
| 19328023 | RESOURCE UTILIZATION ESTIMATION AND ALLOCATION FOR MULTI-AGENT COMPUTATIONAL SYSTEMS | BROPHY, MATTHEW J | 54d |
| 18932533 | SYSTEMS AND METHODS FOR ENCRYPTING DATA | TSANG, HENRY | 55d |
| Art Unit | Apps |
|---|---|
| 3699 | 2 |
| 2191 | 1 |
| 2165 | 1 |
| 2168 | 1 |
| 2153 | 1 |
| 2495 | 1 |
| 2499 | 1 |
| 2459 | 1 |
| 3697 | 1 |
| 3621 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19328023 | RESOURCE UTILIZATION ESTIMATION AND ALLOCATION FOR MULTI-AGENT COMPUTATIONAL SYSTEMS | BROPHY, MATTHEW J | 2191 | §103 | Final Rejection | 54d | Pending | Sep 12, 2025 |
| 19300347 | SYSTEMS AND METHODS FOR BLOCKCHAIN-BASED TRANSACTION BREAK PREVENTION | DING, CHUNLING | 3699 | §103 | Non-Final OA | 3d overdue | Pending | Aug 14, 2025 |
| 19247219 | GENERATING INSIGHTS FOR SOFTWARE APPLICATIONS | COLAN, GIOVANNA B | 2165 | §103 | Non-Final OA | 26d | Pending | Jun 24, 2025 |
| 19076983 | SYSTEMS AND METHODS FOR REAL-TIME RECORDING OF TRANSFERS OF SELF-VALIDATING DIGITAL RECORDS ACROSS CRYPTOGRAPHICALLY SECURE NETWORKS USING CROSS-NETWORK REGISTRIES | BHUYAN, MOHAMMAD SOLAIMAN | 2168 | §103 | Non-Final OA | 23d | Pending | Mar 11, 2025 |
| 19038671 | RESOLVING DATASET CORRUPTION OF TRANSFERRED DATASETS USING PROGRAMMING LANGUAGE-AGNOSTIC DATA MODELING PLATFORMS | NGUYEN, MERILYN P | 2153 | §102 | Non-Final OA | 15d | Pending | Jan 27, 2025 |
| 18932533 | SYSTEMS AND METHODS FOR ENCRYPTING DATA | TSANG, HENRY | 2495 | §112 | Non-Final OA | 55d | Pending | Oct 30, 2024 |
| 18907414 | DYNAMIC INPUT-SENSITIVE VALIDATION OF MACHINE LEARNING MODEL OUTPUTS AND METHODS AND SYSTEMS OF THE SAME | BAYOU, YONAS A | 2499 | Other | Non-Final OA | 13d | Pending | Oct 04, 2024 |
| 18829185 | SYSTEMS AND METHODS FOR DETECTING REAL-TIME DELAYS IN ELECTRONIC COMMUNICATIONS OVER COMPUTER NETWORKS IN AN ONGOING MANNER AND IN ENVIRONMENTS IN WHICH USERS HAVE NO ACCESS TO INTERMEDIARY DEVICES USING A PARALLEL PROCESSING STREAM | SHAH, MEHULKUMAR J | 2459 | DPOther | Non-Final OA | 62d | Pending | Sep 09, 2024 |
| 18787544 | SYSTEMS AND METHODS FOR SECURELY SHARING PUBLIC BLOCKCHAIN ADDRESSES | SHAHABI, ARI ARASTOO | 3697 | §112 | Non-Final OA | 28d | Pending | Jul 29, 2024 |
| 18771248 | ACCOUNT PROGRAM SYSTEMS AND METHODS | DAGNEW, SABA | 3621 | §101 | Non-Final OA | 26d | Pending | Jul 12, 2024 |
| 18733811 | AUTOMATED FRAUD RISK ASSESSMENT SYSTEMS AND METHODS | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | 84d | Pending | Jun 04, 2024 |
| 18667778 | SYSTEMS AND METHODS FOR FACILITATING USE OF ARTIFICIAL INTELLIGENCE PLATFORMS TRAINED ON BLOCKCHAIN ACTION LINEAGES TO CONDUCT BLOCKCHAIN ACTIONS | TRAORE, FATOUMATA | 2436 | §103 | Non-Final OA | 6d | Pending | May 17, 2024 |
| 18661366 | DISTRIBUTED DATABASE METHODS AND SYSTEMS | IMMANUEL, ILSE I | 3699 | §112 | Final Rejection | 32d overdue | Pending | May 10, 2024 |
| 18443725 | HYBRID MACHINE LEARNING SYSTEM FOR EFFICIENT OPERATION REVIEW WITH ANOMALY DETECTION, ADAPTIVE CONFIDENCE SCORING, AND MULTI-LAYERED CONTEXTUAL RISK SCORING | TRIEU, EM N | 2128 | §103 | Non-Final OA | 27d | Pending | Feb 16, 2024 |
| 16804177 | STORAGE-STABLE READY-TO-USE INJECTABLE FORMULATIONS OF FOSAPREPITANT DIMEGLUMINE | BROWE, DAVID | 1617 | §102 | Final Rejection | 42d overdue | Pending | Feb 28, 2020 |
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