Prosecution Insights
Prosecution Insights
13 pending office actions • 9 art units • 12 examiners • 0 of 13 (0%) have an AI response strategy ready • 18 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 3 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. 3 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 | 2 (15%) |
| §101 + other | 3 (23%) |
| §103 only | 5 (38%) |
| §112 only | 1 (8%) |
| Multi-statute (no §101) | 2 (15%) |
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 |
|---|---|---|---|
| CARDOSO, JUSTIN ALEXANDER | 2 | — | — |
| SHOLEMAN, ABU S | 1 | 78.6% | +27.4% |
| GEBREMICHAEL, BRUK A | 1 | 22.2% | +23.7% |
| MCDOWELL, JR, MAURICE L | 1 | 86.6% | +13.0% |
| HUYNH, THANG GIA | 1 | 79.5% | +41.0% |
| SCHMIEDER, NICOLE A K | 1 | 67.8% | +33.6% |
| HA, ALICIA | 1 | 100.0% | +0.0% |
| CHAVEZ, RODRIGO A | 1 | 51.7% | +38.2% |
| BASHIR, ADEEL | 1 | 88.6% | +4.2% |
| DARWISH, AMIR ELSAYED | 1 | 40.0% | +85.7% |
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 |
|---|---|---|---|
| 18737565 | SYSTEM AND METHOD FOR PERSONALIZED AVATAR GENERATION USING PHOTO IMAGE ANALYSIS | BASHIR, ADEEL | 3d overdue |
| 18915439 | SYSTEMS AND METHODS FOR ANIMATING REALISTIC MOVEMENTS IN AN AVATAR USING A CO-SPEECH ENGINE | HA, ALICIA | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19003810 | ARTIFICIAL INTELLIGENCE BASED GRADING OF WRITTEN RESPONSE TESTS | GEBREMICHAEL, BRUK A | — |
| 19003972 | SYSTEMS AND METHODS FOR ADJUSTING AN AVATAR MODEL BASED ON COMPUTATIONAL COST | MCDOWELL, JR, MAURICE L | — |
| 18982088 | SYSTEMS AND METHODS FOR SPEECH GENERATION USING LATENT FEATURES EXTRACTED FROM INTERMEDIATE LAYERS OF AN ACOUSTIC MODEL | SCHMIEDER, NICOLE A K | — |
| 18744154 | SYSTEM AND METHOD FOR EMOTIONAL TEXT ANALYSIS AND MARKUP | CHAVEZ, RODRIGO A | — |
| 18357636 | SYSTEM AND METHOD FOR ACTIVE ASSESSMENT OF A USER PROFILE BASED ON TRAINING MATERIAL | FRENCH, CORRELL T | — |
| 18322316 | SYSTEM AND METHODS FOR AUTOMATICALLY AUGMENTING MACHINE LEARNING TRAINING DATASET BY USING DEEP GENERATIVE MODELS | CARDOSO, JUSTIN ALEXANDER | — |
| 18322309 | SYSTEMS AND METHODS FOR AUTOMATICALLY IDENTIFYING OUTLIERS IN A MACHINE LEARNING TRAINING DATASET | CARDOSO, JUSTIN ALEXANDER | — |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18648802 | SYSTEM AND METHOD FOR REPAIRING COMPUTER PROGRAMS AUTOMATICALLY WITHOUT EXECUTION | DARWISH, AMIR ELSAYED | 56d |
| 19170178 | SYSTEMS AND METHODS FOR ENCRYPTING PARAMETERS OF A LARGE LANGUAGE MODEL | SHOLEMAN, ABU S | — |
| 19003810 | ARTIFICIAL INTELLIGENCE BASED GRADING OF WRITTEN RESPONSE TESTS | GEBREMICHAEL, BRUK A | — |
| 19003972 | SYSTEMS AND METHODS FOR ADJUSTING AN AVATAR MODEL BASED ON COMPUTATIONAL COST | MCDOWELL, JR, MAURICE L | — |
| 19003631 | SYSTEMS AND METHODS FOR ADJUSTING AN AVATAR MODEL ON THE FLY | HUYNH, THANG GIA | — |
| 18982088 | SYSTEMS AND METHODS FOR SPEECH GENERATION USING LATENT FEATURES EXTRACTED FROM INTERMEDIATE LAYERS OF AN ACOUSTIC MODEL | SCHMIEDER, NICOLE A K | — |
| 18744154 | SYSTEM AND METHOD FOR EMOTIONAL TEXT ANALYSIS AND MARKUP | CHAVEZ, RODRIGO A | — |
| Art Unit | Apps |
|---|---|
| 3715 | 2 |
| 2611 | 2 |
| 2143 | 2 |
| 2612 | 1 |
| 2659 | 1 |
| 2658 | 1 |
| 2616 | 1 |
| 2199 | 1 |
| 3747 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19170178 | SYSTEMS AND METHODS FOR ENCRYPTING PARAMETERS OF A LARGE LANGUAGE MODEL | SHOLEMAN, ABU S | — | §103 | Non-Final OA | — | Pending | Apr 04, 2025 |
| 19003810 | ARTIFICIAL INTELLIGENCE BASED GRADING OF WRITTEN RESPONSE TESTS | GEBREMICHAEL, BRUK A | 3715 | §101 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 19003972 | SYSTEMS AND METHODS FOR ADJUSTING AN AVATAR MODEL BASED ON COMPUTATIONAL COST | MCDOWELL, JR, MAURICE L | 2612 | §101 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 19003631 | SYSTEMS AND METHODS FOR ADJUSTING AN AVATAR MODEL ON THE FLY | HUYNH, THANG GIA | 2611 | §103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18982088 | SYSTEMS AND METHODS FOR SPEECH GENERATION USING LATENT FEATURES EXTRACTED FROM INTERMEDIATE LAYERS OF AN ACOUSTIC MODEL | SCHMIEDER, NICOLE A K | 2659 | §102§103 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18915439 | SYSTEMS AND METHODS FOR ANIMATING REALISTIC MOVEMENTS IN AN AVATAR USING A CO-SPEECH ENGINE | HA, ALICIA | 2611 | §103 | Final Rejection | — | Pending | Oct 15, 2024 |
| 18744154 | SYSTEM AND METHOD FOR EMOTIONAL TEXT ANALYSIS AND MARKUP | CHAVEZ, RODRIGO A | 2658 | §103§112 | Non-Final OA | — | Pending | Jun 14, 2024 |
| 18737565 | SYSTEM AND METHOD FOR PERSONALIZED AVATAR GENERATION USING PHOTO IMAGE ANALYSIS | BASHIR, ADEEL | 2616 | §103 | Final Rejection | 3d overdue | Pending | Jun 07, 2024 |
| 18648802 | SYSTEM AND METHOD FOR REPAIRING COMPUTER PROGRAMS AUTOMATICALLY WITHOUT EXECUTION | DARWISH, AMIR ELSAYED | 2199 | §103 | Non-Final OA | 56d | Pending | Apr 29, 2024 |
| 18533846 | OPTIMAL SLIP ANGLE STEERING CONTROL FOR VEHICLES | REINBOLD, SCOTT A | 3747 | §112 | Final Rejection | 7d | Pending | Dec 08, 2023 |
| 18357636 | SYSTEM AND METHOD FOR ACTIVE ASSESSMENT OF A USER PROFILE BASED ON TRAINING MATERIAL | FRENCH, CORRELL T | 3715 | §101§103§112 | Final Rejection | — | Pending | Jul 24, 2023 |
| 18322316 | SYSTEM AND METHODS FOR AUTOMATICALLY AUGMENTING MACHINE LEARNING TRAINING DATASET BY USING DEEP GENERATIVE MODELS | CARDOSO, JUSTIN ALEXANDER | 2143 | §101§103§112 | Non-Final OA | — | Pending | May 23, 2023 |
| 18322309 | SYSTEMS AND METHODS FOR AUTOMATICALLY IDENTIFYING OUTLIERS IN A MACHINE LEARNING TRAINING DATASET | CARDOSO, JUSTIN ALEXANDER | 2143 | §101§103§112 | Non-Final OA | — | Pending | May 23, 2023 |
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