Prosecution Insights
Prosecution Insights
Technology areas: Transportation, E-Commerce & Mechanical Systems • Medical Devices & Mechanical Engineering
17 pending office actions • 9 art units • 16 examiners • 0 of 17 (0%) have an AI response strategy ready • 11 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 (6%) |
| §101 + other | 12 (71%) |
| §103 only | 3 (18%) |
| No statute on record | 1 (6%) |
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 |
|---|---|---|---|
| LULTSCHIK, WILLIAM G | 2 | 22.4% | +32.0% |
| EZEWOKO, MICHAEL I | 1 | 61.5% | +51.2% |
| GEBREMICHAEL, BRUK A | 1 | 22.2% | +23.7% |
| VANDER WOUDE, KIMBERLY ELAINE | 1 | 8.6% | +12.9% |
| PAULINO, LENIN | 1 | 57.6% | +26.2% |
| NGUYEN, TRAN N | 1 | 61.9% | +16.8% |
| SANTOS RODRIGUEZ, JOSEPH M | 1 | 69.2% | +26.8% |
| SAHAND, SANA | 1 | 63.2% | +23.6% |
| WINSTON III, EDWARD B | 1 | 19.9% | +31.1% |
| POLLOCK, ZACHARY JOSEPH | 1 | 26.5% | +39.6% |
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 |
|---|---|---|---|
| 18368303 | ADAPTIVE SELECTION OF STIMULI FOR NEURO-ACTIVATION | SAHAND, SANA | 164d overdue |
| 18143989 | ADAPTIVE SELECTION OF MESSAGES FOR TRANSMISSION IN NETWORKED ENVIRONMENTS TO INCREASE SESSION ADHERENCE | HOLCOMB, MARK | 128d overdue |
| 19231379 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | GEBREMICHAEL, BRUK A | 98d overdue |
| 17833623 | SYSTEM, METHODS, AND APPARATUSES FOR MANAGING DATA FOR ARTIFICIAL INTELLIGENCE SOFTWARE AND MOBILE APPLICATIONS IN DIGITAL HEALTH THERAPEUTICS | WILLIAMS, TERESA S | 23d |
| 18269271 | SYSTEMS AND METHODS FOR TREATING DEPRESSION USING A DIGITAL THERAPEUTIC | POLLOCK, ZACHARY JOSEPH | 33d |
| 17366278 | Systems, Methods, and Devices for Generating and Administering Digital Therapeutic Placebos and Shams | FURTADO, WINSTON RAHUL | 56d |
| 19231374 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | LULTSCHIK, WILLIAM G | 62d |
| 19288455 | MANAGEMENT AND COORDINATION OF DATA FOR DIGITAL THERAPEUTICS TRIALS | EZEWOKO, MICHAEL I | — |
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 |
|---|---|---|---|
| 18368303 | ADAPTIVE SELECTION OF STIMULI FOR NEURO-ACTIVATION | SAHAND, SANA | 164d overdue |
| 19231379 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | GEBREMICHAEL, BRUK A | 98d overdue |
| 18269271 | SYSTEMS AND METHODS FOR TREATING DEPRESSION USING A DIGITAL THERAPEUTIC | POLLOCK, ZACHARY JOSEPH | 33d |
| 19231374 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | LULTSCHIK, WILLIAM G | 62d |
| 19288455 | MANAGEMENT AND COORDINATION OF DATA FOR DIGITAL THERAPEUTICS TRIALS | EZEWOKO, MICHAEL I | — |
| 18962355 | MACHINE LEARNING ARCHITECTURES TO DETERMINE USER RESPONSIVENESS BASED ON MULTI-MODAL MEASUREMENT DATA | VANDER WOUDE, KIMBERLY ELAINE | — |
| 18811218 | GENERATION OF TEST SCRIPTS AND REPORTS FOR VERIFYING AND VALIDATING APPLICATIONS USING GENERATIVE MODELS | PAULINO, LENIN | — |
| 18756322 | ADAPTIVE GENERATION OF PERSONALIZED SCHEDULE FOR DELIVERY OF MESSAGES TO USERS USING MACHINE LEARNING MODELS | NGUYEN, TRAN N | — |
| Art Unit | Apps |
|---|---|
| 3682 | 3 |
| 3687 | 3 |
| 3715 | 2 |
| 3685 | 2 |
| 3681 | 1 |
| 2197 | 1 |
| 3796 | 1 |
| 3683 | 1 |
| 3686 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19288455 | MANAGEMENT AND COORDINATION OF DATA FOR DIGITAL THERAPEUTICS TRIALS | EZEWOKO, MICHAEL I | — | §101§103 | Non-Final OA | — | Pending | Aug 01, 2025 |
| 19231374 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | LULTSCHIK, WILLIAM G | 3682 | §101§103 | Non-Final OA | 62d | Pending | Jun 06, 2025 |
| 19231379 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | GEBREMICHAEL, BRUK A | 3715 | §103 | Non-Final OA | 98d overdue | Pending | Jun 06, 2025 |
| 18962355 | MACHINE LEARNING ARCHITECTURES TO DETERMINE USER RESPONSIVENESS BASED ON MULTI-MODAL MEASUREMENT DATA | VANDER WOUDE, KIMBERLY ELAINE | 3681 | §101§103 | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18811218 | GENERATION OF TEST SCRIPTS AND REPORTS FOR VERIFYING AND VALIDATING APPLICATIONS USING GENERATIVE MODELS | PAULINO, LENIN | 2197 | §103 | Final Rejection | — | Pending | Aug 21, 2024 |
| 18756322 | ADAPTIVE GENERATION OF PERSONALIZED SCHEDULE FOR DELIVERY OF MESSAGES TO USERS USING MACHINE LEARNING MODELS | NGUYEN, TRAN N | 3685 | §101§102§103 | Non-Final OA | — | Pending | Jun 27, 2024 |
| 18757253 | PRESENTING MULTIMODAL, MULTISTABLE STIMULI TO REDUCE SYMPTOMS ASSOCIATED WITH ATTENTION BIASES DUE TO IMPAIRMENT OF COGNITIVE FUNCTIONS IN USERS | SANTOS RODRIGUEZ, JOSEPH M | — | §101§112 | Non-Final OA | — | Pending | Jun 27, 2024 |
| 18747999 | Providing Training Through Presentation of Visual Elements to Address Maladaptive Behavior of Users with Skin Pathologies | LULTSCHIK, WILLIAM G | 3682 | §101§103 | Non-Final OA | — | Pending | Jun 19, 2024 |
| 18368303 | ADAPTIVE SELECTION OF STIMULI FOR NEURO-ACTIVATION | SAHAND, SANA | 3796 | §101§103 | Non-Final OA | 164d overdue | Pending | Sep 14, 2023 |
| 18230973 | COMPUTER GRAPHICAL INTERFACE PROCESSING WITH REMOTE COMPUTING DEVICES | WINSTON III, EDWARD B | 3683 | §101§103 | Final Rejection | — | Pending | Aug 07, 2023 |
| 18269271 | SYSTEMS AND METHODS FOR TREATING DEPRESSION USING A DIGITAL THERAPEUTIC | POLLOCK, ZACHARY JOSEPH | 3715 | §101§103 | Final Rejection | 33d | Pending | Jun 22, 2023 |
| 18143989 | ADAPTIVE SELECTION OF MESSAGES FOR TRANSMISSION IN NETWORKED ENVIRONMENTS TO INCREASE SESSION ADHERENCE | HOLCOMB, MARK | 3685 | §101§103 | Non-Final OA | 128d overdue | Pending | May 05, 2023 |
| 18130811 | PLATFORMS FOR DYNAMICALLY SELECTING MESSAGES IN REAL-TIME TO USERS VIA DECISION SUPPORT TOOLS | SZUMNY, JONATHON A | 3686 | §103 | Non-Final OA | — | Pending | Apr 04, 2023 |
| 17833623 | SYSTEM, METHODS, AND APPARATUSES FOR MANAGING DATA FOR ARTIFICIAL INTELLIGENCE SOFTWARE AND MOBILE APPLICATIONS IN DIGITAL HEALTH THERAPEUTICS | WILLIAMS, TERESA S | 3687 | §101§103 | Non-Final OA | 23d | Pending | Jun 06, 2022 |
| 17366278 | Systems, Methods, and Devices for Generating and Administering Digital Therapeutic Placebos and Shams | FURTADO, WINSTON RAHUL | 3687 | §101§103 | Final Rejection | 56d | Pending | Jul 02, 2021 |
| 17290204 | SYSTEMS, METHODS, AND APPARATUSES FOR MANAGING DATA FOR ARTIFICIAL INTELLIGENCE SOFTWARE AND MOBILE APPLICATIONS IN DIGITAL HEALTH THERAPEUTICS | BARR, MARY EVANGELINE | 3682 | — | Non-Final OA | — | Pending | Apr 29, 2021 |
| 16863228 | Systems and Methods for Clinical Curation of Crowdsourced Data | COBANOGLU, DILEK B | 3687 | §101 | Non-Final OA | — | Pending | Apr 30, 2020 |
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