Prosecution Insights
Prosecution Insights
35 pending office actions • 15 clients • 26 examiners • 17 art units • 0 of 35 (0%) have an AI response strategy ready • 44 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 19 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. 19 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 | 22 (63%) |
| §102 only | 2 (6%) |
| §112 only | 4 (11%) |
| Double-patenting only | 3 (9%) |
| No statute on record | 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 |
|---|---|---|---|
| PEARSON, AMANDA HYEONWOO | 8 | 73.3% | +27.8% |
| MURPHY, JOSEPH B | 2 | 90.3% | +12.7% |
| EDOUARD, JONATHAN CHRISTOPHER | 2 | 20.4% | +38.4% |
| MISIASZEK, MICHAEL | 1 | 56.1% | +14.8% |
| MILLER, ALAN S | 1 | 70.5% | +26.4% |
| SASS, KIMBERLY A. | 1 | 52.7% | +53.1% |
| SANGHERA, STEVEN G.S. | 1 | 30.0% | +29.1% |
| RUIZ, JOSHUA DAMIAN | 1 | 0.0% | +0.0% |
| NGUYEN, TRAN N | 1 | 62.0% | +16.9% |
| MOSER, SETH DAVID | 1 | 100.0% | +0.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18946274 | METHODS, SYSTEMS, AND DEVICES FOR DYNAMICALLY MODELING AND GROUPING ENDPOINTS FOR EDGE NETWORKING | MURPHY, JOSEPH B | 44d overdue |
| 19040745 | METHODS, SYSTEMS, AND DEVICES FOR DYNAMICALLY MODELING AND GROUPING ENDPOINTS FOR EDGE NETWORKING | MURPHY, JOSEPH B | — |
| 18856447 | BIO-MEDICAL IMAGING DEVICES, SYSTEMS AND METHODS OF USE | MOSER, SETH DAVID | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19055720 | METHOD AND APPARATUS WHICH PROVIDE USER INTERFACE FOR ELECTROCARDIOGRAM ANALYSIS | SANGHERA, STEVEN G.S. | 22d overdue |
| 19190552 | SYSTEMS, METHODS, AND DEVICES FOR VIRTUALLY SUPERVISED MEDICAL WEIGHT LOSS TREATMENT PROGRAM ADMINISTERED VIA ON-DEMAND TELEHEALTH PROCTOR-OBSERVED PLATFORM | SASS, KIMBERLY A. | — |
| 18993536 | METHOD, PROGRAM, AND APPARATUS FOR PREDICTING HEALTH STATE USING ELECTROCARDIOGRAM | RUIZ, JOSHUA DAMIAN | — |
| 18992094 | METHOD, PROGRAM, AND DEVICE FOR PROVIDING TRANSPORT SERVICES FOR EMERGENCY PATIENT AND MONITORING OF HOSPITALIZED PATIENT ON BASIS OF ELECTROCARDIOGRAMS | EDOUARD, JONATHAN CHRISTOPHER | — |
| 18693620 | Medical data analysis method based on explainable artificial intelligence, program, and device | EDOUARD, JONATHAN CHRISTOPHER | — |
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 |
|---|---|---|---|
| 18946274 | METHODS, SYSTEMS, AND DEVICES FOR DYNAMICALLY MODELING AND GROUPING ENDPOINTS FOR EDGE NETWORKING | MURPHY, JOSEPH B | 44d overdue |
| 18457050 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | PEARSON, AMANDA HYEONWOO | 44d overdue |
| 18614580 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | PEARSON, AMANDA HYEONWOO | 31d overdue |
| 19055720 | METHOD AND APPARATUS WHICH PROVIDE USER INTERFACE FOR ELECTROCARDIOGRAM ANALYSIS | SANGHERA, STEVEN G.S. | 22d overdue |
| 18614588 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | PEARSON, AMANDA HYEONWOO | 22d overdue |
| 18614590 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | PEARSON, AMANDA HYEONWOO | 17d overdue |
| 18614586 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | PEARSON, AMANDA HYEONWOO | 17d overdue |
| 18614595 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | PEARSON, AMANDA HYEONWOO | 1d overdue |
| Client (Assignee) | Pending OAs |
|---|---|
| Cleerly | 10 |
| MEDICAL AI CO., LTD. | 7 |
| Sentinel Labs Israel Ltd. | 3 |
| MEDICAL Al CO., LTD. | 3 |
| Snorkel AI, Inc. | 2 |
| The Knot Worldwide Inc. | 1 |
| VAST.COM, INC. | 1 |
| Emed Population Health, LLC | 1 |
| PULSEMEDICA CORP. | 1 |
| Mdf Recovery Limited | 1 |
| Gulp Data, Inc. | 1 |
| SENTINELONE, INC. | 1 |
| Cloudera | 1 |
| The Sprouted Brain LLC | 1 |
| League | 1 |
| Art Unit | Apps |
|---|---|
| 2666 | 8 |
| 3796 | 3 |
| 3683 | 2 |
| 3684 | 1 |
| 3685 | 1 |
| 2435 | 1 |
| 1748 | 1 |
| 3792 | 1 |
| 3798 | 1 |
| 3797 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19211684 | SYSTEMS AND METHODS FOR A CENTRALIZED GIFT REGISTRY WITH AUTOMATIC RETAILER-SPECIFIC REGISTRY CREATION | The Knot Worldwide Inc. | MISIASZEK, MICHAEL | DP | Non-Final OA | — | Pending | May 19, 2025 | |
| 19208489 | SYSTEMS, METHODS, AND DEVICES FOR IDENTIFYING AND PRESENTING IDENTIFICATIONS OF SIGNIFICANT ATTRIBUTES OF UNIQUE ITEMS | VAST.COM, INC. | MILLER, ALAN S | DP | Non-Final OA | — | Pending | May 14, 2025 | |
| 19190552 | SYSTEMS, METHODS, AND DEVICES FOR VIRTUALLY SUPERVISED MEDICAL WEIGHT LOSS TREATMENT PROGRAM ADMINISTERED VIA ON-DEMAND TELEHEALTH PROCTOR-OBSERVED PLATFORM | Emed Population Health, LLC | SASS, KIMBERLY A. | §101 | Non-Final OA | — | Pending | Apr 25, 2025 | |
| 19055720 | METHOD AND APPARATUS WHICH PROVIDE USER INTERFACE FOR ELECTROCARDIOGRAM ANALYSIS | Medical AI Co., Ltd. | SANGHERA, STEVEN G.S. | 3684 | §101 | Final Rejection | 22d overdue | Pending | Feb 18, 2025 |
| 19040745 | METHODS, SYSTEMS, AND DEVICES FOR DYNAMICALLY MODELING AND GROUPING ENDPOINTS FOR EDGE NETWORKING | Sentinel Labs Israel Ltd. | MURPHY, JOSEPH B | §112 | Non-Final OA | — | Pending | Jan 29, 2025 | |
| 18993536 | METHOD, PROGRAM, AND APPARATUS FOR PREDICTING HEALTH STATE USING ELECTROCARDIOGRAM | Medical Al Co., Ltd. | RUIZ, JOSHUA DAMIAN | §103 | Non-Final OA | — | Pending | Jan 11, 2025 | |
| 18992094 | METHOD, PROGRAM, AND DEVICE FOR PROVIDING TRANSPORT SERVICES FOR EMERGENCY PATIENT AND MONITORING OF HOSPITALIZED PATIENT ON BASIS OF ELECTROCARDIOGRAMS | Medical AI Co., Ltd. | EDOUARD, JONATHAN CHRISTOPHER | 3683 | §103 | Final Rejection | — | Pending | Jan 07, 2025 |
| 18875327 | SYSTEM AND METHOD FOR PROVIDING ELECTROCARDIOGRAM READING SERVICE | Medical Al Co., Ltd. | NGUYEN, TRAN N | 3685 | §102 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18946274 | METHODS, SYSTEMS, AND DEVICES FOR DYNAMICALLY MODELING AND GROUPING ENDPOINTS FOR EDGE NETWORKING | Sentinel Labs Israel Ltd. | MURPHY, JOSEPH B | 2435 | §112 | Non-Final OA | 44d overdue | Pending | Nov 13, 2024 |
| 18856447 | BIO-MEDICAL IMAGING DEVICES, SYSTEMS AND METHODS OF USE | Pulsemedica Corp. | MOSER, SETH DAVID | §103 | Non-Final OA | — | Pending | Oct 11, 2024 | |
| 18905755 | SYSTEMS AND METHODS FOR CHARACTERIZING HIGH RISK PLAQUES | Cleerly, Inc. | MANGIALASCHI, TRACY | DP | Non-Final OA | — | Pending | Oct 03, 2024 | |
| 18845849 | METHOD AND APPARATUS FOR RECOVERING FIBRES | Mdf Recovery Limited | MINSKEY, JACOB T | 1748 | §103 | Non-Final OA | — | Pending | Sep 10, 2024 |
| 18678821 | Systems and Methods for Efficient Data Preprocessing of Machine Learning Workloads | Snorkel AI, Inc. | TRAN, KENNETH PHUOC | §103 | Non-Final OA | — | Pending | May 30, 2024 | |
| 18614597 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 13d | Pending | Mar 22, 2024 |
| 18614590 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 17d overdue | Pending | Mar 22, 2024 |
| 18614586 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 17d overdue | Pending | Mar 22, 2024 |
| 18614580 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 31d overdue | Pending | Mar 22, 2024 |
| 18614595 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 1d overdue | Pending | Mar 22, 2024 |
| 18614588 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 22d overdue | Pending | Mar 22, 2024 |
| 18693620 | Medical data analysis method based on explainable artificial intelligence, program, and device | Medical AI Co., Ltd. | EDOUARD, JONATHAN CHRISTOPHER | 3683 | §101 | Final Rejection | — | Pending | Mar 20, 2024 |
| 18693186 | METHOD, PROGRAM AND DEVICE FOR CORRECTING ERROR OF ELECTROCARDIOGRAM SIGNAL | Medical AI Co., Ltd. | D ABREU, MICHAEL JOSEPH | 3796 | §102 | Non-Final OA | 32d overdue | Pending | Mar 19, 2024 |
| 18692334 | METHOD, COMPUTER PROGRAM, AND DEVICE FOR CONTINUOUSLY MEASURING BODY CONDITION ON BASIS OF DEEP LEARNING | Medical Al Co., Ltd. | LEVICKY, WILLIAM J | 3796 | §103 | Non-Final OA | 48d | Pending | Mar 15, 2024 |
| 18692338 | METHOD, PROGRAM, AND DEVICE FOR DIAGNOSING THYROID DYSFUNCTION ON BASIS OF ELECTROCARDIOGRAM | Medical AI Co., Ltd. | CIRULNICK, EMILY NICOLE | 3792 | §103 | Final Rejection | 2d overdue | Pending | Mar 15, 2024 |
| 18592253 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | RAYMOND, KEITH MICHAEL | 3798 | §112 | Non-Final OA | — | Pending | Feb 29, 2024 |
| 18683318 | ELECTROCARDIOGRAM READING SYSTEM IN WHICH DEEP LEARNING-BASED MODEL AND RULE-BASED MODEL ARE INTEGRATED | Medical AI Co., Ltd. | NGANGA, BONIFACE N | 3797 | §103 | Non-Final OA | 85d overdue | Pending | Feb 13, 2024 |
| 18683287 | HEALTH CONDITION PREDICTION SYSTEM USING ASYNCHRONOUS ELECTROCARDIOGRAM | Medical AI Co., Ltd. | MARLEN, TAMMIE K | 3796 | §103 | Non-Final OA | 38d overdue | Pending | Feb 13, 2024 |
| 18491650 | SYSTEMS, METHODS, AND DEVICES FOR AUTOMATIC DATASET VALUATION | Gulp Data, Inc. | BOROWSKI, MICHAEL | 3624 | §103 | Final Rejection | 261d overdue | Pending | Oct 20, 2023 |
| 18464202 | SYSTEMS, METHODS, AND DEVICES FOR RISK AWARE AND ADAPTIVE ENDPOINT SECURITY CONTROLS | Sentinelone, Inc. | AHMED, MAHABUB S | 2434 | §103 | Non-Final OA | 21d | Pending | Sep 09, 2023 |
| 18457050 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Non-Final OA | 44d overdue | Pending | Aug 28, 2023 |
| 18456341 | SYSTEMS, DEVICES, AND METHODS FOR NON-INVASIVE IMAGE-BASED PLAQUE ANALYSIS AND RISK DETERMINATION | Cleerly, Inc. | PEARSON, AMANDA HYEONWOO | 2666 | §103 | Final Rejection | — | Pending | Aug 25, 2023 |
| 18214024 | Systems and Methods for Programmatic Labeling of Training Data for Machine Learning Models via Clustering | Snorkel AI, Inc. | HADDAD, MAJD MAHER | 2125 | Other | Non-Final OA | 9d | Pending | Jun 26, 2023 |
| 18325853 | SNAPSHOT COMPARISON WITH METADATA COMPACTION | Cloudera, Inc. | FOROUHARNEJAD, FAEZEH | 2166 | §103 | Non-Final OA | 49d overdue | Pending | May 30, 2023 |
| 18180032 | COFFEA SEED PROCESSING METHODS AND PRODUCTS | The Sprouted Brain LLC | KIM, BRYAN | 1792 | §112 | Final Rejection | — | Pending | Mar 07, 2023 |
| 18176759 | SYSTEMS, METHODS, AND DEVICES FOR EXECUTABLE FILE CLASSIFICATION | Sentinel Labs Israel Ltd. | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Non-Final OA | 46d | Pending | Mar 01, 2023 |
| 17981552 | MACHINE LEARNING-BASED ACTIVITY AND PROGRAM RECOMMENDER | League, Inc. | RAPILLO, KRISTINE K | 3682 | §103 | Final Rejection | — | Pending | Nov 07, 2022 |
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