Prosecution Insights
Prosecution Insights
22 pending office actions • 14 art units • 20 examiners • 0 of 22 (0%) have an AI response strategy ready • 12 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 14 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. 14 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 (5%) |
| §101 + other | 14 (64%) |
| §103 only | 4 (18%) |
| Multi-statute (no §101) | 2 (9%) |
| No statute on record | 1 (5%) |
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% |
| WILLIAMS, TERESA S | 2 | 25.2% | +17.8% |
| GEBREMICHAEL, BRUK A | 1 | 22.2% | +23.7% |
| VANDER WOUDE, KIMBERLY ELAINE | 1 | 6.1% | +6.4% |
| ALDERSON, ANNE-MARIE K | 1 | 33.5% | +40.8% |
| PAULINO, LENIN | 1 | 57.6% | +26.2% |
| HANKS, BENJAMIN L | 1 | 21.8% | +31.7% |
| NGUYEN, TRAN N | 1 | 61.9% | +16.9% |
| MAHMOOD, REZWANUL | 1 | 46.1% | +34.5% |
| TRUONG, LAWRENCE QUANG | 1 | 92.9% | -7.7% |
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 |
| 18237567 | PROVISION OF SESSIONS WITH INDIVIDUALLY TARGETED VISUAL STIMULI TOALLEVIATE CHRONIC PAIN IN USERS | HOFFPAUIR, ANDREW ELI | 66d overdue |
| 18617084 | CONTROLLING ACCESS TO USER INTERFACES | TRUONG, LAWRENCE QUANG | 42d overdue |
| 18951081 | DYNAMICALLY TARGETING SUBSTANCE USE DISORDERS AND CONDITIONS VIA PERSONALIZED DIGITAL THERAPEUTICS | ALDERSON, ANNE-MARIE K | 23d overdue |
| 17833625 | SYSTEM, METHODS, AND APPARATUSES FOR MANAGING DATA FOR ARTIFICIAL INTELLIGENCE SOFTWARE AND MOBILE APPLICATIONS IN DIGITAL HEALTH THERAPEUTICS | WILLIAMS, TERESA S | 19d overdue |
| 18617060 | AUTOMATED GENERATION OF GRAPHICAL USER INTERFACES | EDOUARD, PATRICIA KELLY | 16d overdue |
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 |
|---|---|---|---|
| 19231379 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | GEBREMICHAEL, BRUK A | 98d overdue |
| 18951081 | DYNAMICALLY TARGETING SUBSTANCE USE DISORDERS AND CONDITIONS VIA PERSONALIZED DIGITAL THERAPEUTICS | ALDERSON, ANNE-MARIE K | 23d overdue |
| 17833625 | SYSTEM, METHODS, AND APPARATUSES FOR MANAGING DATA FOR ARTIFICIAL INTELLIGENCE SOFTWARE AND MOBILE APPLICATIONS IN DIGITAL HEALTH THERAPEUTICS | WILLIAMS, TERESA S | 19d overdue |
| 18740338 | DATA REPLICATION ARCHITECTURE USING MACHINE LEARNING FOR CLINICAL DATA FROM DIGITAL THERAPEUTIC APPLICATIONS | MAHMOOD, REZWANUL | 12d |
| 18759562 | SYSTEMS AND METHODS FOR REGULATING PROVISION OF MESSAGES WITH CONTENT FROM DISPARATE SOURCES BASED ON RISK AND FEEDBACK DATA | HANKS, BENJAMIN L | 14d |
| 17833623 | SYSTEM, METHODS, AND APPARATUSES FOR MANAGING DATA FOR ARTIFICIAL INTELLIGENCE SOFTWARE AND MOBILE APPLICATIONS IN DIGITAL HEALTH THERAPEUTICS | WILLIAMS, TERESA S | 23d |
| 19231374 | DIGITAL THERAPEUTIC METHOD AND SYSTEM EMPLOYING NUTRITIONAL COGNITIVE BEHAVIORAL THERAPY | LULTSCHIK, WILLIAM G | 62d |
| 18811218 | GENERATION OF TEST SCRIPTS AND REPORTS FOR VERIFYING AND VALIDATING APPLICATIONS USING GENERATIVE MODELS | PAULINO, LENIN | — |
| Art Unit | Apps |
|---|---|
| 3682 | 4 |
| 3687 | 4 |
| 3681 | 2 |
| 3685 | 2 |
| 3715 | 1 |
| 2197 | 1 |
| 3684 | 1 |
| 2159 | 1 |
| 2434 | 1 |
| 2445 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 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 |
| 18951081 | DYNAMICALLY TARGETING SUBSTANCE USE DISORDERS AND CONDITIONS VIA PERSONALIZED DIGITAL THERAPEUTICS | ALDERSON, ANNE-MARIE K | 3682 | §103§112 | Non-Final OA | 23d overdue | Pending | Nov 18, 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 |
| 18759562 | SYSTEMS AND METHODS FOR REGULATING PROVISION OF MESSAGES WITH CONTENT FROM DISPARATE SOURCES BASED ON RISK AND FEEDBACK DATA | HANKS, BENJAMIN L | 3684 | §101§103Other | Non-Final OA | 14d | Pending | Jun 28, 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 |
| 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 |
| 18740338 | DATA REPLICATION ARCHITECTURE USING MACHINE LEARNING FOR CLINICAL DATA FROM DIGITAL THERAPEUTIC APPLICATIONS | MAHMOOD, REZWANUL | 2159 | §101§103 | Final Rejection | 12d | Pending | Jun 11, 2024 |
| 18617084 | CONTROLLING ACCESS TO USER INTERFACES | TRUONG, LAWRENCE QUANG | 2434 | §102§103§112 | Final Rejection | 42d overdue | Pending | Mar 26, 2024 |
| 18617060 | AUTOMATED GENERATION OF GRAPHICAL USER INTERFACES | EDOUARD, PATRICIA KELLY | 3681 | §101§103 | Final Rejection | 16d overdue | Pending | Mar 26, 2024 |
| 18594954 | MESSAGING SELECTION SYSTEMS IN NETWORKED ENVIRONMENTS | JAKOVAC, RYAN J | 2445 | §103 | Non-Final OA | 69d | Pending | Mar 04, 2024 |
| 18368303 | ADAPTIVE SELECTION OF STIMULI FOR NEURO-ACTIVATION | SAHAND, SANA | 3796 | §101§103 | Non-Final OA | 164d overdue | Pending | Sep 14, 2023 |
| 18237567 | PROVISION OF SESSIONS WITH INDIVIDUALLY TARGETED VISUAL STIMULI TOALLEVIATE CHRONIC PAIN IN USERS | HOFFPAUIR, ANDREW ELI | 3791 | §101§102§103 | Non-Final OA | 66d overdue | Pending | Aug 24, 2023 |
| 18230973 | COMPUTER GRAPHICAL INTERFACE PROCESSING WITH REMOTE COMPUTING DEVICES | WINSTON III, EDWARD B | 3683 | §101§103 | Final Rejection | — | Pending | Aug 07, 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 |
| 17833625 | 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 | 19d overdue | Pending | Jun 06, 2022 |
| 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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