Prosecution Insights
Prosecution Insights
26 pending office actions • 19 art units • 26 examiners • 0 of 26 (0%) have an AI response strategy ready • 131 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 10 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. 10 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 (4%) |
| §101 + other | 6 (23%) |
| §103 only | 15 (58%) |
| §102 only | 1 (4%) |
| Multi-statute (no §101) | 3 (12%) |
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 |
|---|---|---|---|
| HUSSEIN, HASSAN A | 1 | 58.7% | +53.0% |
| KARWAN, SIHAR A | 1 | 56.9% | +26.6% |
| KAUR, JASPREET | 1 | 78.3% | +41.7% |
| ANDERSON, SCOTT C | 1 | 58.5% | +31.4% |
| BEARD, CHARLES LLOYD | 1 | 67.6% | +35.5% |
| ADAMS, EILEEN M | 1 | 86.2% | +4.2% |
| MAYE, AYUB A | 1 | 57.8% | +42.1% |
| HILL, GRACELYN MARKHAM | 1 | 100.0% | +0.0% |
| CULLER, JILL E | 1 | 57.3% | +13.5% |
| JOHNSON, CEDRIC D | 1 | 81.9% | +22.8% |
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 |
|---|---|---|---|
| 18647652 | ARTIFICIAL INTELLIGENCE (AI)-BASED SYSTEM FOR AI APPLICATION DEVELOPMENT USING CODELESS CREATION OF AI WORKFLOWS | ADAMS, EILEEN M | — |
| 18333875 | ELECTRONIC HEALTH RECORDS DATA SUMMARIZATION FOR GRAPH MACHINE LEARNING | HILL, GRACELYN MARKHAM | — |
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 |
|---|---|---|---|
| 17195890 | METHOD AND SYSTEM FOR MACHINE LEARNING BASED USER EXPERIENCE EVALUATION FOR INFORMATION TECHNOLOGY SUPPORT SERVICES | HATCHER, DEIRDRE D | 294d overdue |
| 18101579 | SYSTEM FOR PROBABILISTIC MODELING AND MULTI-LAYER MODELING FOR DIGITAL TWINS | TRIEU, EM N | 15d |
| 17828014 | SYSTEMS AND METHODS FOR GENERATING DIGITAL TWINS | HOCKER, JOHN PAUL | 22d |
| 18321955 | PRINTING WITH PROGRAMMABLE INK FOR RAPID PACKAGING ITERATIONS | CULLER, JILL E | 40d |
| 18674398 | METHOD AND APPARATUS FOR PROCESSING AND QUERYING DATA PERTAINING TO AN ENTERPRISE | ANDERSON, SCOTT C | — |
| 18316940 | DIGITAL TWIN-BASED FLOOR LAYOUT GENERATION | JOHNSON, CEDRIC D | — |
| 18111038 | MACHINE LEARNING-BASED CONVERSATION ANALYSIS | KAWSAR, ABDULLAH AL | — |
| 18108375 | STYLIZATION-BASED FLOOR PLAN GENERATION | WONG, WILLIAM | — |
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 |
|---|---|---|---|
| 18343408 | DISCOVERING, ASSESSING, AND REMEDIATING CLOUD NATIVE APPLICATION RISKS DUE TO SECURITY MISCONFIGURATIONS | MAYE, AYUB A | 27d |
| 18650460 | TRAINING GENERATIVE MODELS FOR GENERATING STYLIZED CONTENT | BEARD, CHARLES LLOYD | 29d |
| 18321955 | PRINTING WITH PROGRAMMABLE INK FOR RAPID PACKAGING ITERATIONS | CULLER, JILL E | 40d |
| 19170441 | SYSTEM AND METHOD FOR BUILDING AN ATTACK FLOW GRAPH | HUSSEIN, HASSAN A | — |
| 18974266 | SYSTEM AND METHOD FOR TELEOPERATING ROBOTS | KARWAN, SIHAR A | — |
| 18960665 | METHOD AND SYSTEM FOR MODIFYING IMAGES | KAUR, JASPREET | — |
| 18674398 | METHOD AND APPARATUS FOR PROCESSING AND QUERYING DATA PERTAINING TO AN ENTERPRISE | ANDERSON, SCOTT C | — |
| 18316940 | DIGITAL TWIN-BASED FLOOR LAYOUT GENERATION | JOHNSON, CEDRIC D | — |
| Art Unit | Apps |
|---|---|
| 2195 | 2 |
| 3625 | 2 |
| 3658 | 1 |
| 2662 | 1 |
| 2611 | 1 |
| 2436 | 1 |
| 2853 | 1 |
| 4100 | 1 |
| 2127 | 1 |
| 2188 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19170441 | SYSTEM AND METHOD FOR BUILDING AN ATTACK FLOW GRAPH | HUSSEIN, HASSAN A | — | §103 | Non-Final OA | — | Pending | Apr 04, 2025 |
| 18974266 | SYSTEM AND METHOD FOR TELEOPERATING ROBOTS | KARWAN, SIHAR A | 3658 | §103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18960665 | METHOD AND SYSTEM FOR MODIFYING IMAGES | KAUR, JASPREET | 2662 | §103 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18674398 | METHOD AND APPARATUS FOR PROCESSING AND QUERYING DATA PERTAINING TO AN ENTERPRISE | ANDERSON, SCOTT C | — | §101§102§103 | Non-Final OA | — | Pending | May 24, 2024 |
| 18650460 | TRAINING GENERATIVE MODELS FOR GENERATING STYLIZED CONTENT | BEARD, CHARLES LLOYD | 2611 | §103 | Final Rejection | 29d | Pending | Apr 30, 2024 |
| 18647652 | ARTIFICIAL INTELLIGENCE (AI)-BASED SYSTEM FOR AI APPLICATION DEVELOPMENT USING CODELESS CREATION OF AI WORKFLOWS | ADAMS, EILEEN M | — | §103 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18343408 | DISCOVERING, ASSESSING, AND REMEDIATING CLOUD NATIVE APPLICATION RISKS DUE TO SECURITY MISCONFIGURATIONS | MAYE, AYUB A | 2436 | §103 | Non-Final OA | 27d | Pending | Jun 28, 2023 |
| 18333875 | ELECTRONIC HEALTH RECORDS DATA SUMMARIZATION FOR GRAPH MACHINE LEARNING | HILL, GRACELYN MARKHAM | — | §103 | Non-Final OA | — | Pending | Jun 13, 2023 |
| 18321955 | PRINTING WITH PROGRAMMABLE INK FOR RAPID PACKAGING ITERATIONS | CULLER, JILL E | 2853 | §103§112 | Final Rejection | 40d | Pending | May 23, 2023 |
| 18316940 | DIGITAL TWIN-BASED FLOOR LAYOUT GENERATION | JOHNSON, CEDRIC D | — | §103§112 | Non-Final OA | — | Pending | May 12, 2023 |
| 18303146 | DYNAMIC RESOURCE ALLOCATION FOR MANUFACTURING DATA PROCESSING | WAI, ERIC CHARLES | 2195 | §103 | Non-Final OA | 16d | Pending | Apr 19, 2023 |
| 18115676 | SYSTEMS AND METHODS FOR PRODUCT DISASSEMBLY SEQUENCE PLANNING | LYON, ALEXANDER WALKER | 4100 | §103 | Non-Final OA | — | Pending | Feb 28, 2023 |
| 18111038 | MACHINE LEARNING-BASED CONVERSATION ANALYSIS | KAWSAR, ABDULLAH AL | 2127 | §101§103§112 | Final Rejection | — | Pending | Feb 17, 2023 |
| 18108375 | STYLIZATION-BASED FLOOR PLAN GENERATION | WONG, WILLIAM | 2188 | §101§103 | Non-Final OA | — | Pending | Feb 10, 2023 |
| 18101579 | SYSTEM FOR PROBABILISTIC MODELING AND MULTI-LAYER MODELING FOR DIGITAL TWINS | TRIEU, EM N | 2128 | §101 | Final Rejection | 15d | Pending | Jan 25, 2023 |
| 18093437 | INDEX MODELING | SENSENIG, SHAUN D | 3629 | §101§103 | Non-Final OA | — | Pending | Jan 05, 2023 |
| 18068892 | PRIORITIZING AREAS AND OUTLETS USING GEO-ANALYTICS | RINES, ROBERT D | 3625 | §103 | Non-Final OA | — | Pending | Dec 20, 2022 |
| 18081264 | ENERGY EFFICIENT COLLABORATION FOR ENVIRONMENTAL SOCIAL AND GOVERNANCE (ESG) DATA CONSOLIDATION AND VALIDATION IN THE METAVERSE | HO, THOMAS Y | 2141 | §101§103 | Non-Final OA | — | Pending | Dec 14, 2022 |
| 18070764 | GENERATING ONTOLOGIES FROM PROGRAMMATIC SPECIFICATIONS | LE, MIRANDA | 2153 | §103 | Non-Final OA | — | Pending | Nov 29, 2022 |
| 17821916 | UTILIZING DEEP REINFORCEMENT LEARNING FOR DISCOVERING NEW COMPOUNDS | CLOW, LORI A | 1687 | §102 | Non-Final OA | — | Pending | Aug 24, 2022 |
| 17891476 | MIXED SYNTHETIC DATA GENERATION | TAN, DAVID H | 2145 | §103 | Non-Final OA | 81d overdue | Pending | Aug 19, 2022 |
| 17869788 | AUTOMATED ACTION RECOMMENDER FOR STRUCTURED PROCESSES | DETERDING, GWYNEVERE AMELIA | 2125 | §103 | Final Rejection | — | Pending | Jul 20, 2022 |
| 17828014 | SYSTEMS AND METHODS FOR GENERATING DIGITAL TWINS | HOCKER, JOHN PAUL | 2189 | §102§103§112 | Non-Final OA | 22d | Pending | May 30, 2022 |
| 17825481 | SYSTEM FOR MODELLING A DISTRIBUTED COMPUTER SYSTEM OF AN ENTERPRISE AS A MONOLITHIC ENTITY USING A DIGITAL TWIN | SUN, ANDREW NMN | 2195 | §103 | Final Rejection | 14d | Pending | May 26, 2022 |
| 17537168 | GENERATING ANSWERS TO MULTI-HOP CONSTRAINT-BASED QUESTIONS FROM KNOWLEDGE GRAPHS | FIGUEROA, KEVIN W | 2124 | §103 | Final Rejection | 28d | Pending | Nov 29, 2021 |
| 17195890 | METHOD AND SYSTEM FOR MACHINE LEARNING BASED USER EXPERIENCE EVALUATION FOR INFORMATION TECHNOLOGY SUPPORT SERVICES | HATCHER, DEIRDRE D | 3625 | §101§103 | Non-Final OA | 294d overdue | Pending | Mar 09, 2021 |
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