Prosecution Insights
Prosecution Insights
19 pending office actions • 14 art units • 19 examiners • 0 of 19 (0%) have an AI response strategy ready • 149 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 4 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. 4 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 | 3 (16%) |
| §101 + other | 3 (16%) |
| §103 only | 7 (37%) |
| §102 only | 1 (5%) |
| §112 only | 2 (11%) |
| Double-patenting only | 1 (5%) |
| Multi-statute (no §101) | 2 (11%) |
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 |
|---|---|---|---|
| TOKUTA, SHEAN S | 1 | 79.6% | +16.2% |
| GARCIA MIZE, KARLYANNIE MARIE | 1 | 36.2% | +29.1% |
| KRAISINGER, EMILY MARIE | 1 | 30.6% | +44.2% |
| BROPHY, MATTHEW J | 1 | 68.6% | +34.1% |
| KANAAN, TONY P | 1 | 29.3% | +28.6% |
| ROBINSON, GRETA LEE | 1 | 80.7% | +16.7% |
| OUELLETTE, JONATHAN P | 1 | 66.4% | +29.6% |
| HUSSAIN, IMAD | 1 | 82.0% | +15.6% |
| BAYOU, YONAS A | 1 | 84.1% | +15.6% |
| CHAMPAKESAN, BADRI NARAYANAN | 1 | 91.2% | +55.4% |
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 |
|---|---|---|---|
| 19248449 | ACCESSING SILOED DATA ACROSS DISPARATE LOCATIONS VIA A UNIFIED METADATA GRAPH SYSTEMS AND METHODS | ROBINSON, GRETA LEE | — |
| 19036857 | CORE DECISION ENGINE FOR MANAGING SOFTWARE DEVELOPMENT LIFECYCLES | HUSSAIN, IMAD | — |
| 19019342 | IDENTIFYING AND ANALYZING ACTIONS FROM VECTOR REPRESENTATIONS OF ALPHANUMERIC CHARACTERS USING A LARGE LANGUAGE MODEL | BAYOU, YONAS A | — |
| 19014159 | DETECTING MALICIOUS ACTIVITY USING USER-SPECIFIC PARAMETERS | CHAMPAKESAN, BADRI NARAYANAN | — |
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 |
|---|---|---|---|
| 18661366 | DISTRIBUTED DATABASE METHODS AND SYSTEMS | IMMANUEL, ILSE I | 32d overdue |
| 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 |
| 18733811 | AUTOMATED FRAUD RISK ASSESSMENT SYSTEMS AND METHODS | SHAIKH, MOHAMMAD Z | 84d |
| 19418868 | ROBUST ARTIFACTS MAPPING AND AUTHORIZATION SYSTEMS AND METHODS FOR OPERATING THE SAME | KRAISINGER, EMILY MARIE | — |
| 19279965 | AUTHORIZATION FLOW MANAGEMENT SYSTEM | KANAAN, TONY P | — |
| 18818461 | METHODS AND SYSTEMS FOR INTERACTIVE DATA INPUT | RODRIGUEZ, DANIEL | — |
| 18682785 | READY TO USE COMPOSITIONS OF CETRORELIX ACETATE | ALDARONDO, DASIA ALI | — |
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 |
|---|---|---|---|
| 19328023 | RESOURCE UTILIZATION ESTIMATION AND ALLOCATION FOR MULTI-AGENT COMPUTATIONAL SYSTEMS | BROPHY, MATTHEW J | 54d |
| 19574166 | KNOWLEDGE REGISTRY FOR AGENTIC ARTIFICIAL INTELLIGENCE MODELS STORED ON A DISTRIBUTED NETWORK | TOKUTA, SHEAN S | — |
| 19460108 | SYSTEMS AND METHODS FOR SEAMLESSLY PROCESSING TRANSACTIONS USING DISTRIBUTED LEDGER TECHNOLOGY IN A LEGACY SYSTEM INFRASTRUCTURE | GARCIA MIZE, KARLYANNIE MARIE | — |
| 19418868 | ROBUST ARTIFACTS MAPPING AND AUTHORIZATION SYSTEMS AND METHODS FOR OPERATING THE SAME | KRAISINGER, EMILY MARIE | — |
| 19279965 | AUTHORIZATION FLOW MANAGEMENT SYSTEM | KANAAN, TONY P | — |
| 19248449 | ACCESSING SILOED DATA ACROSS DISPARATE LOCATIONS VIA A UNIFIED METADATA GRAPH SYSTEMS AND METHODS | ROBINSON, GRETA LEE | — |
| 19061724 | MANAGEMENT AND PRESENTATION OF SYSTEM CONTROL DATA STREAMS | OUELLETTE, JONATHAN P | — |
| 19036857 | CORE DECISION ENGINE FOR MANAGING SOFTWARE DEVELOPMENT LIFECYCLES | HUSSAIN, IMAD | — |
| Art Unit | Apps |
|---|---|
| 2419 | 1 |
| 3698 | 1 |
| 3626 | 1 |
| 2191 | 1 |
| 3696 | 1 |
| 2163 | 1 |
| 3629 | 1 |
| 2499 | 1 |
| 2453 | 1 |
| 2197 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19574166 | KNOWLEDGE REGISTRY FOR AGENTIC ARTIFICIAL INTELLIGENCE MODELS STORED ON A DISTRIBUTED NETWORK | TOKUTA, SHEAN S | 2419 | §103 | Final Rejection | — | Pending | Mar 20, 2026 |
| 19460108 | SYSTEMS AND METHODS FOR SEAMLESSLY PROCESSING TRANSACTIONS USING DISTRIBUTED LEDGER TECHNOLOGY IN A LEGACY SYSTEM INFRASTRUCTURE | GARCIA MIZE, KARLYANNIE MARIE | 3698 | §103Other | Non-Final OA | — | Pending | Jan 26, 2026 |
| 19418868 | ROBUST ARTIFACTS MAPPING AND AUTHORIZATION SYSTEMS AND METHODS FOR OPERATING THE SAME | KRAISINGER, EMILY MARIE | 3626 | §101Other | Final Rejection | — | Pending | Dec 12, 2025 |
| 19328023 | RESOURCE UTILIZATION ESTIMATION AND ALLOCATION FOR MULTI-AGENT COMPUTATIONAL SYSTEMS | BROPHY, MATTHEW J | 2191 | §103§112Other | Non-Final OA | 54d | Pending | Sep 12, 2025 |
| 19279965 | AUTHORIZATION FLOW MANAGEMENT SYSTEM | KANAAN, TONY P | 3696 | §101§102§103 | Non-Final OA | — | Pending | Jul 24, 2025 |
| 19248449 | ACCESSING SILOED DATA ACROSS DISPARATE LOCATIONS VIA A UNIFIED METADATA GRAPH SYSTEMS AND METHODS | ROBINSON, GRETA LEE | 2163 | DP | Non-Final OA | — | Pending | Jun 24, 2025 |
| 19061724 | MANAGEMENT AND PRESENTATION OF SYSTEM CONTROL DATA STREAMS | OUELLETTE, JONATHAN P | 3629 | §102 | Non-Final OA | — | Pending | Feb 24, 2025 |
| 19036857 | CORE DECISION ENGINE FOR MANAGING SOFTWARE DEVELOPMENT LIFECYCLES | HUSSAIN, IMAD | — | §103 | Non-Final OA | — | Pending | Jan 24, 2025 |
| 19019342 | IDENTIFYING AND ANALYZING ACTIONS FROM VECTOR REPRESENTATIONS OF ALPHANUMERIC CHARACTERS USING A LARGE LANGUAGE MODEL | BAYOU, YONAS A | 2499 | §112 | Non-Final OA | — | Pending | Jan 13, 2025 |
| 19014159 | DETECTING MALICIOUS ACTIVITY USING USER-SPECIFIC PARAMETERS | CHAMPAKESAN, BADRI NARAYANAN | — | §103Other | Non-Final OA | — | Pending | Jan 08, 2025 |
| 19003980 | DETECTING AND MITIGATING NETWORK OPERATION VALIDATION ANOMALIES IN CONGLOMERATE-APPLICATION-BASED ECOSYSTEMS AND SYSTEMS AND METHODS OF THE SAME | PATEL, DHAIRYA A | 2453 | §103Other | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18940535 | USING MACHINE LEARNING TO PREDICT TESTS ASSOCIATED WITH APPLICATION PROGRAMMING INTERFACE UPDATES | PAULINO, LENIN | 2197 | §103 | Non-Final OA | — | Pending | Nov 07, 2024 |
| 18821880 | SYSTEM-SENSITIVE MACHINE LEARNING MODEL SELECTION AND OUTPUT GENERATION AND SYSTEMS AND METHODS OF THE SAME | SAADOUN, HASSAN | — | §112 | Non-Final OA | — | Pending | Aug 30, 2024 |
| 18818461 | METHODS AND SYSTEMS FOR INTERACTIVE DATA INPUT | RODRIGUEZ, DANIEL | 2178 | §101§103Other | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18797485 | VALIDATING IMAGE CONTENT AND FORMAT USING ARTIFICIAL INTELLIGENCE | WASHINGTON, JAMARES | — | §103 | Non-Final OA | — | Pending | Aug 07, 2024 |
| 18787544 | SYSTEMS AND METHODS FOR SECURELY SHARING PUBLIC BLOCKCHAIN ADDRESSES | SHAHABI, ARI ARASTOO | 3697 | §101 | Final Rejection | 28d | Pending | Jul 29, 2024 |
| 18733811 | AUTOMATED FRAUD RISK ASSESSMENT SYSTEMS AND METHODS | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | 84d | Pending | Jun 04, 2024 |
| 18661366 | DISTRIBUTED DATABASE METHODS AND SYSTEMS | IMMANUEL, ILSE I | 3699 | §101§103§112 | Non-Final OA | 32d overdue | Pending | May 10, 2024 |
| 18682785 | READY TO USE COMPOSITIONS OF CETRORELIX ACETATE | ALDARONDO, DASIA ALI | — | §103§112 | Non-Final OA | — | Pending | Feb 09, 2024 |
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