Prosecution Insights
Prosecution Insights
37 pending office actions • 23 art units • 36 examiners • 0 of 37 (0%) have an AI response strategy ready • 68 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 10 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. 10 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 + other | 5 (14%) |
| §103 only | 18 (49%) |
| §102 only | 2 (5%) |
| §112 only | 3 (8%) |
| Multi-statute (no §101) | 9 (24%) |
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 |
|---|---|---|---|
| KOETH, MICHELLE M | 2 | 77.3% | +16.4% |
| BARHAM, RYAN ALLEN | 1 | 56.3% | +53.8% |
| VELAZQUEZ VALENCI, AMELIA NMN | 1 | 0.0% | +0.0% |
| BARKER, TODD L | 1 | 75.6% | +23.3% |
| BASHIR, ADEEL | 1 | 88.6% | +4.2% |
| OAKES, JUSTIN MONTGOMERY | 1 | — | — |
| FINCH III, FRED E | 1 | 80.3% | +17.9% |
| CHOW, JEFFREY J | 1 | 77.0% | +15.8% |
| HUYNH, THANG GIA | 1 | 79.5% | +41.0% |
| TALIOUA, ABDELBASST | 1 | 59.3% | +35.0% |
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 |
|---|---|---|---|
| 19006916 | SYSTEM FOR PROVIDING VIDEO-BASED AUGMENTED REALITY CONTENT | BASHIR, ADEEL | — |
| 19001950 | LOAD POWER BASED DC-DC CONVERTER | FINCH III, FRED E | — |
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 |
|---|---|---|---|
| 18135352 | RIS WITH LC | RIDDER, CLAYTON PAUL | 110d overdue |
| 18387222 | METHOD FOR APPLYING BMC ANALYTICAL LOCAL FAN CONTROL MODEL IN RUGGED ENVIRONMENT | CARTER, CHRISTOPHER W | 38d overdue |
| 17852531 | AI MODEL LEARNING METHOD AND SYSTEM BASED ON SELF-LEARNING FOR FOCUSING ON SPECIFIC AREAS | STORK, KYLE R | 9d overdue |
| 18977046 | METHOD FOR CONVERTING AND STORING TIME SERIES DATA OF IOT EVENTS | TALIOUA, ABDELBASST | 22d |
| 18470217 | BARRIER STRUCTURE FOR DISPLAY DEVICE AND MANUFACTURING METHOD THEREOF | YI, CHANGHYUN | 70d |
| 19047118 | IMAGE STREAMING METHOD AND DEVICE FOR STREAMING POINT CLOUD-BASED CONTENT | VELAZQUEZ VALENCI, AMELIA NMN | — |
| 18999327 | METHOD AND SYSTEM FOR GENERATING AR IMAGE PLAYED BACK ON REMOTE MOBILE DEVICE | CHOW, JEFFREY J | — |
| 18976539 | SYSTEM AND METHOD FOR STREAMING DRM CONTENTS | HUYNH, THANG GIA | — |
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 |
|---|---|---|---|
| 18531940 | HUMAN MOTION GENERATION METHOD AND SYSTEM | KOETH, MICHELLE M | 7d |
| 18977046 | METHOD FOR CONVERTING AND STORING TIME SERIES DATA OF IOT EVENTS | TALIOUA, ABDELBASST | 22d |
| 19060082 | AR IMAGE RECEIVING DEVICE AND METHOD | BARHAM, RYAN ALLEN | — |
| 19035587 | SERVER DEVICE FOR SUPPORTING ANOMALY PERIOD DETECTION AND OPERATING METHOD THEREOF | BARKER, TODD L | — |
| 19001950 | LOAD POWER BASED DC-DC CONVERTER | FINCH III, FRED E | — |
| 18999327 | METHOD AND SYSTEM FOR GENERATING AR IMAGE PLAYED BACK ON REMOTE MOBILE DEVICE | CHOW, JEFFREY J | — |
| 18976539 | SYSTEM AND METHOD FOR STREAMING DRM CONTENTS | HUYNH, THANG GIA | — |
| 18536536 | METHOD FOR PREDICTING USER PERSONALITY BY MAPPING MULTIMODAL INFORMATION ON PERSONALITY EXPRESSION SPACE | KOETH, MICHELLE M | — |
| Art Unit | Apps |
|---|---|
| 2671 | 2 |
| 2449 | 1 |
| 2662 | 1 |
| 2445 | 1 |
| 2896 | 1 |
| 2665 | 1 |
| 2175 | 1 |
| 3648 | 1 |
| 2673 | 1 |
| 2898 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19060082 | AR IMAGE RECEIVING DEVICE AND METHOD | BARHAM, RYAN ALLEN | — | §103 | Non-Final OA | — | Pending | Feb 21, 2025 |
| 19047118 | IMAGE STREAMING METHOD AND DEVICE FOR STREAMING POINT CLOUD-BASED CONTENT | VELAZQUEZ VALENCI, AMELIA NMN | — | §102§103 | Non-Final OA | — | Pending | Feb 06, 2025 |
| 19035587 | SERVER DEVICE FOR SUPPORTING ANOMALY PERIOD DETECTION AND OPERATING METHOD THEREOF | BARKER, TODD L | 2449 | §103 | Non-Final OA | — | Pending | Jan 23, 2025 |
| 19006916 | SYSTEM FOR PROVIDING VIDEO-BASED AUGMENTED REALITY CONTENT | BASHIR, ADEEL | — | §103 | Non-Final OA | — | Pending | Dec 31, 2024 |
| 19003358 | DEEP LEARNING-BASED REAL-TIME OBJECT TRACKING SYSTEM AND METHOD FOR MINIMIZING PERFORMANCE DEGRADATION IN MULTI-STREAM PROCESSING | OAKES, JUSTIN MONTGOMERY | 2662 | §103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 19001950 | LOAD POWER BASED DC-DC CONVERTER | FINCH III, FRED E | — | §103 | Non-Final OA | — | Pending | Dec 26, 2024 |
| 18999327 | METHOD AND SYSTEM FOR GENERATING AR IMAGE PLAYED BACK ON REMOTE MOBILE DEVICE | CHOW, JEFFREY J | — | §102§103 | Non-Final OA | — | Pending | Dec 23, 2024 |
| 18976539 | SYSTEM AND METHOD FOR STREAMING DRM CONTENTS | HUYNH, THANG GIA | — | §103§112 | Non-Final OA | — | Pending | Dec 11, 2024 |
| 18977046 | METHOD FOR CONVERTING AND STORING TIME SERIES DATA OF IOT EVENTS | TALIOUA, ABDELBASST | 2445 | §101§102 | Non-Final OA | 22d | Pending | Dec 11, 2024 |
| 18975445 | DEPTH MAP GENERATION METHOD USING PREVIOUS FRAME INFORMATION FOR FAST DEPTH ESTIMATION | LEE, JONATHAN S | — | §103§112 | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18873004 | METHOD FOR SUBDIVIDED REPRESENTATION REINFORCEMENT OF IMAGE/TEXT REPRESENTATION VECTOR THROUGH ATTRIBUTE VALUE OF OBJECT IN IMAGE-LANGUAGE ALIGNMENT MODEL | YANG, WEI WEN | — | §103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18971219 | MILLIMETER-WAVE BAND LC FILTER | JONES, STEPHEN E | 2896 | §112 | Non-Final OA | — | Pending | Dec 06, 2024 |
| 18713785 | CONTINUOUS HOLOGRAM RECORDING METHOD | SWANSON, ALAINA MARIE | — | §103Other | Non-Final OA | — | Pending | Dec 06, 2024 |
| 18929731 | SEMI-SUPERVISED TRAINING-BASED THREE-DIMENSIONAL POSE ESTIMATION MODEL TRAINING METHOD FOR SIGN LANGUAGE GESTURE RECOGNITION | FLORES, LEON | — | §103 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18897692 | METHOD AND APPARATUS FOR OBJECT DETECTION THAT CAN SELECTIVELY REFLECT EXPRESSION INFORMATION OF LARGE LANGUAGE MODEL | MAIDEN, MICHAEL KIM | 2665 | §102 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18897221 | METHOD FOR APPLYING LEARNING MODEL-BASED POWER SAVING MODEL IN INTELLIGENT BMC | ROBINSON, JARED LAWRENCE | 2175 | §102§103§112 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18734485 | SYSTEM AND METHOD FOR POSITION ESTIMATION AND DIRECTION RECOGNITION BETWEEN OBJECTS THROUGH C-ITS LINKAGE IN V2X COMMUNICATION ENVIRONMENT | SIDDIQUEE, ISMAAEEL ABDULLAH | 3648 | §103 | Non-Final OA | — | Pending | Jun 05, 2024 |
| 18639037 | APPARATUS AND METHOD FOR DETERMINING POSITION OF OBJECT SENSED BY RADAR USING SPATIAL VOXELIZATION | WOLFSON, ETHAN NOAH | 2673 | §103 | Final Rejection | 9d | Pending | Apr 18, 2024 |
| 18621826 | GAS CONSUMPTION CORRECTION METHOD BASED ON TEMPERATURE DATA FOR GAS DATA PLATFORM | GAVIA, NYLA EMANI ANN | — | §102§103 | Non-Final OA | — | Pending | Mar 29, 2024 |
| 18439938 | ANTENNA-INTEGRATED HIGH-FREQUENCY SEMICONDUCTOR PACKAGE AND METHOD OF MANUFACTURING SAME | MUNOZ, ANDRES F | 2898 | §112 | Non-Final OA | — | Pending | Feb 13, 2024 |
| 18396025 | METHOD OF CONSTRUCTING TRAINING DATASET FOR SPEECH SYNTHESIS THROUGH FUSION OF LANGUAGE, SPEAKER, AND EMOTION WITHIN UTTERANCE | JACKSON, JAKIEDA R | 2657 | §103 | Non-Final OA | 28d | Pending | Dec 26, 2023 |
| 18572514 | METHOD AND SYSTEM FOR PROVIDING DOMAIN-SPECIFIC PROCESS FRAMEWORK | VIG, NARESH | 3622 | §101§103 | Non-Final OA | — | Pending | Dec 20, 2023 |
| 18536536 | METHOD FOR PREDICTING USER PERSONALITY BY MAPPING MULTIMODAL INFORMATION ON PERSONALITY EXPRESSION SPACE | KOETH, MICHELLE M | 2671 | §103 | Non-Final OA | — | Pending | Dec 12, 2023 |
| 18531940 | HUMAN MOTION GENERATION METHOD AND SYSTEM | KOETH, MICHELLE M | 2671 | §103 | Final Rejection | 7d | Pending | Dec 07, 2023 |
| 18388799 | FLEXIBLE GPU RESOURCE SCHEDULING METHOD IN LARGE-SCALE CONTAINER OPERATION ENVIRONMENT | CHEN, SHIN HON | 2431 | §103 | Non-Final OA | — | Pending | Nov 10, 2023 |
| 18387222 | METHOD FOR APPLYING BMC ANALYTICAL LOCAL FAN CONTROL MODEL IN RUGGED ENVIRONMENT | CARTER, CHRISTOPHER W | 2117 | §101§103 | Final Rejection | 38d overdue | Pending | Nov 06, 2023 |
| 18476812 | METAL NANOPARTICLE-MAGNETIC PARTICLE COMPLEX, METHOD OF PREPARING SAME, AND USE THEREOF | SUN, CAITLYN MINGYUN | 1795 | §103 | Final Rejection | 40d | Pending | Sep 28, 2023 |
| 18470217 | BARRIER STRUCTURE FOR DISPLAY DEVICE AND MANUFACTURING METHOD THEREOF | YI, CHANGHYUN | 2812 | §102§103 | Final Rejection | 70d | Pending | Sep 19, 2023 |
| 18466271 | CONTINUOUS RESULT COLLECTION SYSTEM OF LICENSE-INDEPENDENT CFD SIMULATION AND DATA-DRIVEN MACHINE LEARNING FOR HYBRID MODELING | JEAN GILLES, JUDE | — | §112 | Non-Final OA | — | Pending | Sep 13, 2023 |
| 18364737 | POSITIVE ELECTRODE ACTIVE MATERIAL, ALL-SOLID-STATE BATTERY COMPRISING SAME, AND METHOD FOR MANUFACTURING SAME | GODO, OLATUNJI A | 1752 | §103 | Final Rejection | 6d | Pending | Aug 03, 2023 |
| 18225304 | BACKBONE NETWORK LEARNING METHOD AND SYSTEM BASED ON SELF-SUPERVISED LEARNING AND MULTI-HEAD FOR VISUAL INTELLIGENCE | LEY, SALLY THI | 2147 | §103§112 | Non-Final OA | — | Pending | Jul 24, 2023 |
| 18135352 | RIS WITH LC | RIDDER, CLAYTON PAUL | 3646 | §102§103 | Non-Final OA | 110d overdue | Pending | Apr 17, 2023 |
| 18146727 | SYSTOLIC ARRAY STRUCTURE AND APPARATUS USING DIFFERENTIAL VALUE | WAJE, CARLO C | — | §101§102§103§112 | Non-Final OA | — | Pending | Dec 27, 2022 |
| 18065110 | ANODE CONTAINING MULTI-COMPOSITE CONDUCTIVE AGENT AND LITHIUM SECONDARY BATTERY INCLUDING THE SAME | LAIOS, MARIA J | 1727 | §103 | Final Rejection | — | Pending | Dec 13, 2022 |
| 17899891 | SEMICONDUCTOR PACKAGE AND MANUFACTURING METHOD THEREOF | ONUTA, TIBERIU DAN | 2814 | §103 | Final Rejection | — | Pending | Aug 31, 2022 |
| 17852531 | AI MODEL LEARNING METHOD AND SYSTEM BASED ON SELF-LEARNING FOR FOCUSING ON SPECIFIC AREAS | STORK, KYLE R | 2128 | §101§103 | Final Rejection | 9d overdue | Pending | Jun 29, 2022 |
| 17781474 | METHOD FOR RECORDING HOLOGRAPHIC OPTICAL ELEMENT FOR HEAD-UP DISPLAY | NGUYEN, LAUREN | 2871 | §102 | Final Rejection | — | Pending | Jun 01, 2022 |
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