Prosecution Insights
Prosecution Insights
35 pending office actions • 30 art units • 34 examiners • 0 of 35 (0%) have an AI response strategy ready • 86 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 35 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. 35 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 (9%) |
| §103 only | 31 (89%) |
| §102 only | 1 (3%) |
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 |
|---|---|---|---|
| MUHEBBULLAH, SAJEDA | 2 | 29.7% | +34.8% |
| HOANG, HAU HAI | 1 | 77.9% | +13.6% |
| LEE, BRYAN Y | 1 | 66.9% | +41.3% |
| PHAM, TUAN A | 1 | 83.6% | +27.1% |
| GODO, MORIAM MOSUNMOLA | 1 | 43.5% | +33.7% |
| DAUD, ABDULLAH AHMED | 1 | 54.8% | +32.4% |
| RIVERA GONZALEZ, IVONNEMARY | 1 | 4.9% | +8.4% |
| JUNG, ANDREW J | 1 | 57.6% | +37.3% |
| TANG, KAREN C | 1 | 70.2% | +24.6% |
| WENG, PEI YONG | 1 | 79.5% | +23.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18882162 | CONTENT ITEM PURGING | PHAM, TUAN A | 87d overdue |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18415036 | GENERATING AND VISUALIZING COMMUNICATION EFFECTIVITY SCORES FOR VIDEO CALLS | BULLINGTON, ROBERT P | 15d overdue |
| 18477008 | MANAGING PROJECT TASKS USING CONTENT ITEMS | OBAID, HAMZEH M | 12d |
| 19195494 | AUTOMATICALLY ORGANIZING CONTENT COLLECTIONS WITH SMART CONTENT SYNTHESIS AND DYNAMIC FACETS | MUHEBBULLAH, SAJEDA | 14d |
| 18744216 | GENERATING COACHING PROMPTS FROM KNOWLEDGE GRAPH DATA SOURCES | MUHEBBULLAH, SAJEDA | 15d |
| 18332959 | CUSTOMIZABLE AND GRANULAR ANALYTICS TOOL FOR SHARED CONTENT ITEMS BASED ON CUSTOM LINKS | SANTIAGO-MERCED, FRANCIS Z | 20d |
| 18769192 | ADAPTIVELY SYNCHRONIZING AND LINKING DIGITAL MEDIA UTILIZING LARGE LANGUAGE MODELS | RIVERA GONZALEZ, IVONNEMARY | 42d |
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 |
|---|---|---|---|
| 18882162 | CONTENT ITEM PURGING | PHAM, TUAN A | 87d overdue |
| 18638390 | CONTENT-ITEM RELATIONSHIP MESSAGING SYSTEM | TANG, KAREN C | 87d overdue |
| 18823451 | CROSS-RELEVANT REFINEMENT OF GENERATIVE ARTIFICIAL INTELLIGENCE MODELS FOR CREATIVE CONTENT ACROSS MULTIPLE PLATFORMS | GODO, MORIAM MOSUNMOLA | 49d overdue |
| 18752435 | LIVE WRITES TO ERASURE CODED VOLUMES WITHOUT PRIOR REPLICATION | JUNG, ANDREW J | 31d overdue |
| 18614395 | NAVIGATING GALLERIES OF DIGITAL CONTENT | WENG, PEI YONG | 4d overdue |
| 19195494 | AUTOMATICALLY ORGANIZING CONTENT COLLECTIONS WITH SMART CONTENT SYNTHESIS AND DYNAMIC FACETS | MUHEBBULLAH, SAJEDA | 14d |
| 18744216 | GENERATING COACHING PROMPTS FROM KNOWLEDGE GRAPH DATA SOURCES | MUHEBBULLAH, SAJEDA | 15d |
| 19189769 | MULTI-DIMENSIONAL CONTENT ORGANIZATION AND ARRANGEMENT CONTROL IN A USER INTERFACE OF A COMPUTING DEVICE | HOANG, HAU HAI | 29d |
| Art Unit | Apps |
|---|---|
| 2154 | 3 |
| 2174 | 2 |
| 2164 | 2 |
| 2199 | 2 |
| 2445 | 1 |
| 2163 | 1 |
| 2148 | 1 |
| 3626 | 1 |
| 2175 | 1 |
| 2447 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19195494 | AUTOMATICALLY ORGANIZING CONTENT COLLECTIONS WITH SMART CONTENT SYNTHESIS AND DYNAMIC FACETS | MUHEBBULLAH, SAJEDA | 2174 | §103 | Final Rejection | 14d | Pending | Apr 30, 2025 |
| 19189769 | MULTI-DIMENSIONAL CONTENT ORGANIZATION AND ARRANGEMENT CONTROL IN A USER INTERFACE OF A COMPUTING DEVICE | HOANG, HAU HAI | 2154 | §103 | Non-Final OA | 29d | Pending | Apr 25, 2025 |
| 18941541 | GENERATING IMPROVED DIGITAL TRANSCRIPTS UTILIZING DIGITAL TRANSCRIPTION MODELS THAT ANALYZE DYNAMIC MEETING CONTEXTS | LEE, BRYAN Y | 2445 | §103 | Non-Final OA | 30d | Pending | Nov 08, 2024 |
| 18882162 | CONTENT ITEM PURGING | PHAM, TUAN A | 2163 | §103 | Final Rejection | 87d overdue | Pending | Sep 11, 2024 |
| 18823451 | CROSS-RELEVANT REFINEMENT OF GENERATIVE ARTIFICIAL INTELLIGENCE MODELS FOR CREATIVE CONTENT ACROSS MULTIPLE PLATFORMS | GODO, MORIAM MOSUNMOLA | 2148 | §103 | Final Rejection | 49d overdue | Pending | Sep 03, 2024 |
| 18823463 | DYNAMICALLY OPTIMIZED RECOMMENDATIONS IN GENERATIVE MEDIA | DAUD, ABDULLAH AHMED | 2164 | §103 | Final Rejection | 29d | Pending | Sep 03, 2024 |
| 18769192 | ADAPTIVELY SYNCHRONIZING AND LINKING DIGITAL MEDIA UTILIZING LARGE LANGUAGE MODELS | RIVERA GONZALEZ, IVONNEMARY | 3626 | §103 | Final Rejection | 42d | Pending | Jul 10, 2024 |
| 18752435 | LIVE WRITES TO ERASURE CODED VOLUMES WITHOUT PRIOR REPLICATION | JUNG, ANDREW J | 2175 | §103 | Final Rejection | 31d overdue | Pending | Jun 24, 2024 |
| 18744216 | GENERATING COACHING PROMPTS FROM KNOWLEDGE GRAPH DATA SOURCES | MUHEBBULLAH, SAJEDA | 2174 | §103 | Final Rejection | 15d | Pending | Jun 14, 2024 |
| 18638390 | CONTENT-ITEM RELATIONSHIP MESSAGING SYSTEM | TANG, KAREN C | 2447 | §103 | Non-Final OA | 87d overdue | Pending | Apr 17, 2024 |
| 18614395 | NAVIGATING GALLERIES OF DIGITAL CONTENT | WENG, PEI YONG | 2141 | §103 | Final Rejection | 4d overdue | Pending | Mar 22, 2024 |
| 18439525 | UTILIZING A FEATURE EXTRACTION FUNCTION WITHIN A DIGITAL SEARCH PLATFORM | HASAN, SYED HAROON | 2154 | §103 | Final Rejection | 70d | Pending | Feb 12, 2024 |
| 18431297 | DOCUMENT DIFFERENCES ANALYSIS AND PRESENTATION | NAZAR, AHAMED I | 2178 | §103 | Final Rejection | 40d | Pending | Feb 02, 2024 |
| 18425777 | MEETING TRANSCRIPTION USING CUSTOM LEXICONS BASED ON DOCUMENT HISTORY | SHEN, SAMUEL | 2179 | §103 | Final Rejection | 53d | Pending | Jan 29, 2024 |
| 18415024 | DETERMINING VIDEO CALL EFFECTIVENESS SCORES FOR ACCOMPLISHING TARGET GOALS | NGUYEN, PHUNG HOANG JOSEPH | 2691 | §103 | Final Rejection | 15d overdue | Pending | Jan 17, 2024 |
| 18415036 | GENERATING AND VISUALIZING COMMUNICATION EFFECTIVITY SCORES FOR VIDEO CALLS | BULLINGTON, ROBERT P | 3715 | §101 | Non-Final OA | 15d overdue | Pending | Jan 17, 2024 |
| 18411603 | CONTENT ITEM ANALYTICS TIMELINE | MORRISON, JAY A | 2151 | §103 | Non-Final OA | 3d overdue | Pending | Jan 12, 2024 |
| 18395099 | INTELLIGENT DOCUMENT CREATION AND REVIEW GENERATED BY A LARGE LANGUAGE MODEL | KELLS, ASHER | 2171 | §103 | Non-Final OA | 84d | Pending | Dec 22, 2023 |
| 18507646 | SEMI-AUTONOMOUS, AI-POWERED HIGH-ORDER OBJECTIVE DISSECTOR AND TRANSPARENT PROGRESSION SYSTEM | HEBERT, THEODORE E | 2199 | §103 | Final Rejection | 3d overdue | Pending | Nov 13, 2023 |
| 18495097 | SELECTIVELY IDENTIFYING AND RECOMMENDING DIGITAL CONTENT ITEMS FOR SYNCHRONIZATION | CHOI, YUK TING | 2164 | §103 | Non-Final OA | 84d overdue | Pending | Oct 26, 2023 |
| 18482715 | CUSTOM INTERPRETER FOR EXECUTING COMPUTER CODE GENERATED BY A LARGE LANGUAGE MODEL | MITCHELL, JASON D | 2199 | §103 | Final Rejection | 41d | Pending | Oct 06, 2023 |
| 18478184 | MANAGING MESSAGE ATTACHMENTS | WIDHALM DE RODRIG, ANGELA MARIE | 2443 | §103 | Non-Final OA | 28d | Pending | Sep 29, 2023 |
| 18478066 | GENERATING AND MAINTAINING COMPOSITE ACTIONS UTILIZING LARGE LANGUAGE MODELS | SULTANA, NADIRA | 2653 | §103 | Final Rejection | 15d | Pending | Sep 29, 2023 |
| 18375135 | FRAGMENT TIERING | BERTRAM, RYAN | 2137 | §103 | Final Rejection | 48d | Pending | Sep 29, 2023 |
| 18477008 | MANAGING PROJECT TASKS USING CONTENT ITEMS | OBAID, HAMZEH M | 3624 | §101 | Non-Final OA | 12d | Pending | Sep 28, 2023 |
| 18474878 | GENERATING AND PROVIDING AGGREGATED FEED INTERFACES SUMMARIZING THREAD DATA ACROSS MULTIPLE DATA FEEDS | SMITH, SEAN THOMAS | 2659 | §103 | Final Rejection | 21d | Pending | Sep 26, 2023 |
| 18342469 | GENERATING AND PROVIDING MORPHING ASSISTANT INTERFACES THAT TRANSFORM ACCORDING TO ARTIFICIAL INTELLIGENCE SIGNALS | DUONG, HIEN LUONGVAN | 2147 | §103 | Non-Final OA | 17d overdue | Pending | Jun 27, 2023 |
| 18332959 | CUSTOMIZABLE AND GRANULAR ANALYTICS TOOL FOR SHARED CONTENT ITEMS BASED ON CUSTOM LINKS | SANTIAGO-MERCED, FRANCIS Z | 3625 | §101 | Final Rejection | 20d | Pending | Jun 12, 2023 |
| 18199184 | EMBEDDED SPREADSHEET DATA IMPLEMENTATION AND SYNCHRONIZATION | HO, ANDREW N | 2169 | §103 | Final Rejection | 7d | Pending | May 18, 2023 |
| 18164373 | GENERATING USER-SPECIFIC SYNTHETIC CONTENT UTILIZING MACHINE LEARNING WITH USER CREATED CONTENT ITEMS | SHAIKH, ZEESHAN MAHMOOD | 2658 | §103 | Final Rejection | 19d overdue | Pending | Feb 03, 2023 |
| 18160795 | MANAGING REMINDERS IN A CONTENT MANAGEMENT SYSTEM | NOVAK, REBECCA R | 3629 | §103 | Final Rejection | 92d overdue | Pending | Jan 27, 2023 |
| 18147461 | ZERO-KNOWLEDGE ENCRYPTION ARCHITECTURE FOR CONTENT MANAGEMENT SYSTEMS | ARANI, TAGHI T | 2438 | §103 | Non-Final OA | 3d overdue | Pending | Dec 28, 2022 |
| 18001174 | METHOD AND SYSTEM FOR SELECTING HIGHLIGHT SEGMENTS | MILLER, RONDE LEE | 2663 | §102 | Final Rejection | 11d overdue | Pending | Dec 08, 2022 |
| 17652326 | COLLECTION FOLDER FOR COLLECTING FILE SUBMISSIONS | ZARRINEH, SHAHRIAR | 2496 | §103 | Final Rejection | 91d overdue | Pending | Feb 24, 2022 |
| 17523409 | TRANSITION TO AN ORGANIZATION DIRECTORY | ZECHER, CORDELIA P K | 2154 | §103 | Final Rejection | 2d overdue | Pending | Nov 10, 2021 |
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