Prosecution Insights
Prosecution Insights
25 pending office actions • 16 art units • 25 examiners • 0 of 25 (0%) have an AI response strategy ready • 33 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 6 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. 6 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 (8%) |
| §101 + other | 10 (40%) |
| §103 only | 8 (32%) |
| §102 only | 4 (16%) |
| Multi-statute (no §101) | 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 |
|---|---|---|---|
| BARTLEY, KENNETH | 1 | 36.0% | +28.8% |
| SHARPLESS, SAMUEL | 1 | 80.3% | +28.3% |
| HEIN, DEVIN C | 1 | 46.0% | +29.8% |
| AREVALO, JOSEPH | 1 | 84.4% | +20.9% |
| CHOE, YONG J | 1 | 92.3% | +4.4% |
| WAI, ERIC CHARLES | 1 | 82.4% | +26.7% |
| LIU, SHU | 1 | 83.3% | -50.0% |
| HAN, KYU HYUNG | 1 | 50.0% | +29.2% |
| GOODARZI, NASSER MOAZZAMI | 1 | 41.5% | +11.6% |
| KASSIM, HAFIZ A | 1 | 44.5% | +53.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18998142 | DISTRIBUTED CONFIGURATION OF RIS SWARM | AREVALO, JOSEPH | 4d overdue |
| 19104381 | PREVENTING HALLUCINATIONS IN LANGUAGE MODELS BY MAPPING TO FACTS AS EXPLANATIONS | SHARPLESS, SAMUEL | — |
| 18815926 | ALLOCATION SYSTEM IN HOSPITAL BY USING GRAPH DATA OF DOCTOR AND PATIENT | CHOE, YONG J | — |
| 18727354 | CENTRALIZED ACCELERATION ABSTRACTION LAYER FOR RAN VIRTUALIZATION | WAI, ERIC CHARLES | — |
| 18726133 | CONNECTIVITY-AWARE ROBOT OPTIMIZATION IN MEC-ENABLED SCENARIOS | LIU, SHU | — |
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 |
|---|---|---|---|
| 18509364 | MACHINE-LEARNING EXTRACTION OF BIOMEDICAL INFORMATION AND OPTIMIZED CHARACTERIZATION OF A TUMOR MICRO ENVIRONMENT OF A PATIENT | KHATTAR, RAJESH | 22d overdue |
| 17718442 | SEMANTIC GRAPHING OF HETEROGENEOUS DOCUMENTS FOR AUTOMATED DECISION MAKING AND RESOURCE ALLOCATION USING REINFORCEMENT LEARNING | SHINE, NICHOLAS B | 3d overdue |
| 17996608 | SARS-COV-2 VACCINES | STUART, CAREY ALEXANDER MC | 79d |
| 18712253 | METHOD AND SYSTEM FOR TEMPORAL KNOWLEDGE GRAPH FORECASTING BASED ON PATTERN RECOGNITION | HAN, KYU HYUNG | — |
| 18293813 | METHOD AND SYSTEM FOR SUPPORTING MULTI-AGENT COMMUNICATION | KASSIM, HAFIZ A | — |
| 18527441 | DYNAMIC EMBEDDING-BASED MACHINE LEARNING TRAINING MECHANISM FOR EFFICIENT AND AGILE INTEGRATION OF NEW INFORMATION | ILES, TYLER EDWARD | — |
| 18565585 | METHOD AND SYSTEM FOR PREDICTING AND CLASSIFYING EVENT SEQUENCES EMBEDDED IN A KNOWLEDGE GRAPH | KNIGHT, PAUL M | — |
| 18489024 | MACHINE LEARNING APPROACH FOR GENERATION OF EXPLAINABLE NEW ENTITIES IN A KNOWLEDGE GRAPH FOR OPTIMIZATION OR IMPROVEMENT OF TARGET PROPERTIES | RHO, YONG DOO | — |
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 |
|---|---|---|---|
| 18998142 | DISTRIBUTED CONFIGURATION OF RIS SWARM | AREVALO, JOSEPH | 4d overdue |
| 19161373 | TRANSPARENT PATIENT SYMPTOM-MITIGATION CLUSTERING FROM TEXTUAL DATA | BARTLEY, KENNETH | — |
| 19104381 | PREVENTING HALLUCINATIONS IN LANGUAGE MODELS BY MAPPING TO FACTS AS EXPLANATIONS | SHARPLESS, SAMUEL | — |
| 19104242 | IMPROVING EXPLAINABILITY OF PATIENT REPRESENTATIONS IN HEALTHCARE AND HOSPITAL MANAGEMENT SYSTEMS | HEIN, DEVIN C | — |
| 18727354 | CENTRALIZED ACCELERATION ABSTRACTION LAYER FOR RAN VIRTUALIZATION | WAI, ERIC CHARLES | — |
| 18712253 | METHOD AND SYSTEM FOR TEMPORAL KNOWLEDGE GRAPH FORECASTING BASED ON PATTERN RECOGNITION | HAN, KYU HYUNG | — |
| 18704945 | SYSTEM AND METHOD FOR INDUCTIVE LEARNING ON GRAPHS WITH KNOWLEDGE FROM LANGUAGE MODELS | GOODARZI, NASSER MOAZZAMI | — |
| 18293813 | METHOD AND SYSTEM FOR SUPPORTING MULTI-AGENT COMMUNICATION | KASSIM, HAFIZ A | — |
| Art Unit | Apps |
|---|---|
| 3684 | 2 |
| 2165 | 1 |
| 3686 | 1 |
| 2642 | 1 |
| 2135 | 1 |
| 2439 | 1 |
| 4100 | 1 |
| 2129 | 1 |
| 2146 | 1 |
| 2121 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19161373 | TRANSPARENT PATIENT SYMPTOM-MITIGATION CLUSTERING FROM TEXTUAL DATA | BARTLEY, KENNETH | 3684 | §103 | Non-Final OA | — | Pending | Sep 02, 2025 |
| 19104381 | PREVENTING HALLUCINATIONS IN LANGUAGE MODELS BY MAPPING TO FACTS AS EXPLANATIONS | SHARPLESS, SAMUEL | 2165 | §102 | Non-Final OA | — | Pending | Feb 18, 2025 |
| 19104242 | IMPROVING EXPLAINABILITY OF PATIENT REPRESENTATIONS IN HEALTHCARE AND HOSPITAL MANAGEMENT SYSTEMS | HEIN, DEVIN C | 3686 | §103 | Non-Final OA | — | Pending | Feb 17, 2025 |
| 18998142 | DISTRIBUTED CONFIGURATION OF RIS SWARM | AREVALO, JOSEPH | 2642 | §103 | Non-Final OA | 4d overdue | Pending | Jan 24, 2025 |
| 18815926 | ALLOCATION SYSTEM IN HOSPITAL BY USING GRAPH DATA OF DOCTOR AND PATIENT | CHOE, YONG J | 2135 | §102 | Final Rejection | — | Pending | Aug 27, 2024 |
| 18727354 | CENTRALIZED ACCELERATION ABSTRACTION LAYER FOR RAN VIRTUALIZATION | WAI, ERIC CHARLES | — | §103 | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18726133 | CONNECTIVITY-AWARE ROBOT OPTIMIZATION IN MEC-ENABLED SCENARIOS | LIU, SHU | — | §103 | Non-Final OA | — | Pending | Jul 02, 2024 |
| 18712253 | METHOD AND SYSTEM FOR TEMPORAL KNOWLEDGE GRAPH FORECASTING BASED ON PATTERN RECOGNITION | HAN, KYU HYUNG | — | §101§103 | Non-Final OA | — | Pending | May 22, 2024 |
| 18704945 | SYSTEM AND METHOD FOR INDUCTIVE LEARNING ON GRAPHS WITH KNOWLEDGE FROM LANGUAGE MODELS | GOODARZI, NASSER MOAZZAMI | — | §102 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18293813 | METHOD AND SYSTEM FOR SUPPORTING MULTI-AGENT COMMUNICATION | KASSIM, HAFIZ A | — | §101§103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18291234 | METHOD AND SYSTEM FOR ENFORCING SECONDARY USAGE CONTROL ON DATA ANALYTICS SERVICE | BROWN, CHRISTOPHER J | 2439 | §103 | Non-Final OA | — | Pending | Jan 23, 2024 |
| 18527441 | DYNAMIC EMBEDDING-BASED MACHINE LEARNING TRAINING MECHANISM FOR EFFICIENT AND AGILE INTEGRATION OF NEW INFORMATION | ILES, TYLER EDWARD | — | §101§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18565585 | METHOD AND SYSTEM FOR PREDICTING AND CLASSIFYING EVENT SEQUENCES EMBEDDED IN A KNOWLEDGE GRAPH | KNIGHT, PAUL M | — | §103§112 | Non-Final OA | — | Pending | Nov 30, 2023 |
| 18509364 | MACHINE-LEARNING EXTRACTION OF BIOMEDICAL INFORMATION AND OPTIMIZED CHARACTERIZATION OF A TUMOR MICRO ENVIRONMENT OF A PATIENT | KHATTAR, RAJESH | 3684 | §101 | Final Rejection | 22d overdue | Pending | Nov 15, 2023 |
| 18489024 | MACHINE LEARNING APPROACH FOR GENERATION OF EXPLAINABLE NEW ENTITIES IN A KNOWLEDGE GRAPH FOR OPTIMIZATION OR IMPROVEMENT OF TARGET PROPERTIES | RHO, YONG DOO | 4100 | §101§103 | Non-Final OA | — | Pending | Oct 18, 2023 |
| 18275623 | METHOD AND SYSTEM FOR CLASSIFYING VEHICLES BY MEANS OF A DATA PROCESSING SYSTEM | KIM, SEHWAN | 2129 | §103 | Final Rejection | — | Pending | Aug 03, 2023 |
| 18347598 | CONSTRUCTION OF NEAREST NEIGHBOR STRUCTURES FOR GRAPH MACHINE LEARNING TECHNOLOGIES | SESAY, HASSAN RAMADAN | 2146 | §101§103 | Non-Final OA | — | Pending | Jul 06, 2023 |
| 18324199 | ACCELERATING PARTICLE SIMULATIONS USING MACHINE LEARNING AND MOLECULAR DYNAMIC SIMULATIONS | BEVERIDGE, CONNOR HAMMOND | — | §101§102§103 | Non-Final OA | — | Pending | May 26, 2023 |
| 18161107 | LEARNING LOGICAL RULES OVER GRAPH STRUCTURED DATA USING MESSAGE PASSING | ALABI, OLUWATOSIN O | 2121 | §101§103 | Non-Final OA | — | Pending | Jan 30, 2023 |
| 18000693 | DATA PROGRAMMING METHOD FOR SUPPORTING ARTIFICIAL INTELLIGENCE AND CORRESPONDING SYSTEM | GARNER, CASEY R | 2123 | §101 | Final Rejection | — | Pending | Dec 05, 2022 |
| 17919755 | METHOD AND SYSTEM OF PROVIDING PERSONALIZED GUIDELINE INFORMATION FOR A USER IN A PREDETERMINED DOMAIN | BATAILLE, PIERRE MICHE | 2138 | §102 | Final Rejection | 5d overdue | Pending | Oct 19, 2022 |
| 17996608 | SARS-COV-2 VACCINES | STUART, CAREY ALEXANDER MC | 1671 | §101§102§112 | Non-Final OA | 79d | Pending | Oct 19, 2022 |
| 17909446 | METHOD AND SYSTEM FOR LEARNING NOVEL RELATIONSHIPS AMONG VARIOUS BIOLOGICAL ENTITIES | LY, CHEYNE D | 2152 | §101§103 | Final Rejection | — | Pending | Sep 06, 2022 |
| 17734129 | KEYWORD BASED OPEN INFORMATION EXTRACTION FOR FACT-RELEVANT KNOWLEDGE GRAPH CREATION AND LINK PREDICTION | HOOVER, BRENT JOHNSTON | 2100 | §103 | Final Rejection | 13d | Pending | May 02, 2022 |
| 17718442 | SEMANTIC GRAPHING OF HETEROGENEOUS DOCUMENTS FOR AUTOMATED DECISION MAKING AND RESOURCE ALLOCATION USING REINFORCEMENT LEARNING | SHINE, NICHOLAS B | 2126 | §101§103 | Final Rejection | 3d overdue | Pending | Apr 12, 2022 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial