Prosecution Insights
Prosecution Insights
33 pending office actions • 19 art units • 31 examiners • 0 of 33 (0%) have an AI response strategy ready • 65 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 8 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. 8 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%) |
| §101 + other | 12 (36%) |
| §103 only | 14 (42%) |
| §102 only | 2 (6%) |
| Double-patenting + other | 1 (3%) |
| Multi-statute (no §101) | 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 |
|---|---|---|---|
| DEBNATH, NUPUR | 2 | 65.1% | +35.5% |
| HAO, YI | 2 | 36.2% | +45.4% |
| NGUYEN, CINDY | 1 | 78.3% | +9.1% |
| STEWART, CRYSTOL | 1 | 33.3% | +28.8% |
| PATEL, SHIVANG I | 1 | 74.7% | +16.3% |
| IMPERIAL, JED-JUSTIN | 1 | 73.3% | +11.9% |
| TANG, MICHAEL XUEFEI | 1 | 83.3% | +19.4% |
| ALBERTALLI, BRIAN LOUIS | 1 | 81.9% | +16.6% |
| YU, XINYUAN | 1 | 100.0% | +0.0% |
| WANG, YI | 1 | 76.9% | +14.4% |
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 |
|---|---|---|---|
| 18798408 | CONTEXT-ENRICHED PROMPT GENERATION FOR DOMAIN EXPLORATION | ALBERTALLI, BRIAN LOUIS | 8d |
| 18803378 | GENERATIVE DESIGN SHAPE OPTIMIZATION WITH SINGULARITIES AND DISCONNECTION PREVENTION FOR COMPUTER AIDED DESIGN AND MANUFACTURING | TANG, MICHAEL XUEFEI | — |
| 18784690 | USER FEEDBACK MECHANISM FOR SOFTWARE APPLICATIONS | YU, XINYUAN | — |
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 |
|---|---|---|---|
| 17687535 | COMPUTER-AIDED TECHNIQUES FOR AUTOMATICALLY GENERATING DESIGNS THAT REFLECT DESIGN INTENTS | HOANG, AMY P | 44d overdue |
| 17098228 | GENERATING BUILDING DESIGNS WHILE COMPUTATIONALLY OPTIMIZING FOR WORK CONDITIONS | GIRI, PURSOTTAM | 14d |
| 18141206 | PROJECTING COST METRICS FROM AN ENGINEERING MODEL TO AN ARCHITECTURAL MODEL | BOROWSKI, MICHAEL | 22d |
| 18150129 | CONTRASTIVE MULTI-FORMAT SHAPE SIMILARITY AND SEARCH | MAHMOOD, REZWANUL | 30d |
| 19016604 | COMPUTER AIDED GENERATIVE TASK SCHEDULING | STEWART, CRYSTOL | — |
| 18649891 | TECHNIQUES FOR USING MACHINE LEARNING MODELS TO GENERATE SCENES BASED UPON IMAGE TILES | BROOME, SAID A | — |
| 18446339 | TECHNIQUES FOR USING MULTIMODAL MACHINE LEARNING MODELS TO GENERATE DESIGN ALTERNATIVES FOR THREE-DIMENSIONAL OBJECTS | FLYNN, ABBY J | — |
| 18301888 | DIVERSITY-BASED OPTIMIZATION OF GENERATIVE GEOMETRY SYSTEMS | CHAVEZ, ANTHONY RAY | — |
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 |
|---|---|---|---|
| 18798408 | CONTEXT-ENRICHED PROMPT GENERATION FOR DOMAIN EXPLORATION | ALBERTALLI, BRIAN LOUIS | 8d |
| 19016604 | COMPUTER AIDED GENERATIVE TASK SCHEDULING | STEWART, CRYSTOL | — |
| 19005915 | NEURAL STYLE TRANSFER IN THREE-DIMENSIONAL SHAPES | PATEL, SHIVANG I | — |
| 18916487 | TECHNIQUES FOR MOTION EDITING FOR CHARACTER ANIMATIONS | IMPERIAL, JED-JUSTIN | — |
| 18803378 | GENERATIVE DESIGN SHAPE OPTIMIZATION WITH SINGULARITIES AND DISCONNECTION PREVENTION FOR COMPUTER AIDED DESIGN AND MANUFACTURING | TANG, MICHAEL XUEFEI | — |
| 18781191 | GEOMETRY-BASED DESIGN DATA SEARCH TOOL | WANG, YI | — |
| 17945008 | CONVERSION OF GEOMETRY TO BOUNDARY REPRESENTATION WITH FACILITATED EDITING FOR COMPUTER AIDED DESIGN AND 2.5-AXIS SUBTRACTIVE MANUFACTURING | DEBNATH, NUPUR | — |
| 17718185 | GENERATING COLLABORATIVE DESIGNS FROM MULTIPLE CONTRIBUTORS | HAO, YI | — |
| Art Unit | Apps |
|---|---|
| 2188 | 4 |
| 2187 | 4 |
| 2186 | 3 |
| 3624 | 2 |
| 2612 | 2 |
| 2156 | 1 |
| 2616 | 1 |
| 2656 | 1 |
| 2114 | 1 |
| 2619 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19082109 | TECHNIQUES FOR STORING AND ACCESSING DATA USING AN INFORMATION MODEL | NGUYEN, CINDY | 2156 | §102DP | Non-Final OA | — | Pending | Mar 17, 2025 |
| 19016604 | COMPUTER AIDED GENERATIVE TASK SCHEDULING | STEWART, CRYSTOL | 3624 | §101 | Non-Final OA | — | Pending | Jan 10, 2025 |
| 19005915 | NEURAL STYLE TRANSFER IN THREE-DIMENSIONAL SHAPES | PATEL, SHIVANG I | — | §103 | Non-Final OA | — | Pending | Dec 30, 2024 |
| 18916487 | TECHNIQUES FOR MOTION EDITING FOR CHARACTER ANIMATIONS | IMPERIAL, JED-JUSTIN | 2616 | §103 | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18803378 | GENERATIVE DESIGN SHAPE OPTIMIZATION WITH SINGULARITIES AND DISCONNECTION PREVENTION FOR COMPUTER AIDED DESIGN AND MANUFACTURING | TANG, MICHAEL XUEFEI | — | §103Other | Non-Final OA | — | Pending | Aug 13, 2024 |
| 18798408 | CONTEXT-ENRICHED PROMPT GENERATION FOR DOMAIN EXPLORATION | ALBERTALLI, BRIAN LOUIS | 2656 | §103 | Final Rejection | 8d | Pending | Aug 08, 2024 |
| 18784690 | USER FEEDBACK MECHANISM FOR SOFTWARE APPLICATIONS | YU, XINYUAN | 2114 | §102 | Final Rejection | — | Pending | Jul 25, 2024 |
| 18781191 | GEOMETRY-BASED DESIGN DATA SEARCH TOOL | WANG, YI | 2619 | §103Other | Non-Final OA | — | Pending | Jul 23, 2024 |
| 18765122 | MULTI-USER PROMPTS FOR GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEMS | WU, MING HAN | 2618 | §103 | Non-Final OA | 28d | Pending | Jul 05, 2024 |
| 18649891 | TECHNIQUES FOR USING MACHINE LEARNING MODELS TO GENERATE SCENES BASED UPON IMAGE TILES | BROOME, SAID A | 2612 | §103§112 | Non-Final OA | — | Pending | Apr 29, 2024 |
| 18638551 | TECHNIQUES FOR AUTOMATED PROGRAMMING OF ROBOT TASKS USING LANGUAGE MODELS | EL SAYAH, MOHAMAD O | 3658 | §103 | Non-Final OA | — | Pending | Apr 17, 2024 |
| 18429258 | HYBRID SURFACE MODELLING WITH SUBDIVISION SURFACES AND NURBS SURFACES | SAXENA, AKASH | 2188 | §103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18391494 | TECHNIQUES FOR SAMPLING AND REMIXING IN IMMERSIVE ENVIRONMENTS | MEROUAN, ABDERRAHIM | 2683 | §103 | Non-Final OA | 60d | Pending | Dec 20, 2023 |
| 18391498 | TECHNIQUES FOR SAMPLING AND REMIXING IN IMMERSIVE ENVIRONMENTS | LIU, ZHENGXI | 2611 | §103 | Final Rejection | 8d | Pending | Dec 20, 2023 |
| 18506971 | ADAPTIVE DYNAMIC LOADING STRATEGY FOR RENDERING LARGE THREE-DIMENSIONAL MODELS | MINKO, DENIS VASILIY | 2612 | §103 | Final Rejection | — | Pending | Nov 10, 2023 |
| 18446339 | TECHNIQUES FOR USING MULTIMODAL MACHINE LEARNING MODELS TO GENERATE DESIGN ALTERNATIVES FOR THREE-DIMENSIONAL OBJECTS | FLYNN, ABBY J | — | §101§103 | Non-Final OA | — | Pending | Aug 08, 2023 |
| 18141206 | PROJECTING COST METRICS FROM AN ENGINEERING MODEL TO AN ARCHITECTURAL MODEL | BOROWSKI, MICHAEL | 3624 | §101 | Final Rejection | 22d | Pending | Apr 28, 2023 |
| 18301888 | DIVERSITY-BASED OPTIMIZATION OF GENERATIVE GEOMETRY SYSTEMS | CHAVEZ, ANTHONY RAY | — | §101§103 | Non-Final OA | — | Pending | Apr 17, 2023 |
| 18150129 | CONTRASTIVE MULTI-FORMAT SHAPE SIMILARITY AND SEARCH | MAHMOOD, REZWANUL | 2159 | §101§103 | Non-Final OA | 30d | Pending | Jan 04, 2023 |
| 18150135 | TRAINING MACHINE LEARNING MODELS FOR CONTRASTIVE MULTI-FORMAT SHAPE SIMILARITY AND SEARCH | JIANG, HAIMEI | 2142 | §101Other | Final Rejection | — | Pending | Jan 04, 2023 |
| 17990301 | DUAL MODEL SHAPE SYNTHESIS | KIM, EUNHEE | 2188 | §101§103§112 | Non-Final OA | — | Pending | Nov 18, 2022 |
| 17960036 | MATERIAL SPECIFICATION TO FACILITATE PART CREATION IN COMPUTER AIDED DESIGN AND MANUFACTURE | COTHRAN, BERNARD E | 2188 | §102 | Final Rejection | — | Pending | Oct 04, 2022 |
| 17958157 | GENERATING COOLING CHANNELS FOR COOLING MOLDS | JOHANSEN, JOHN E | 2187 | §101§103 | Non-Final OA | — | Pending | Sep 30, 2022 |
| 17945008 | CONVERSION OF GEOMETRY TO BOUNDARY REPRESENTATION WITH FACILITATED EDITING FOR COMPUTER AIDED DESIGN AND 2.5-AXIS SUBTRACTIVE MANUFACTURING | DEBNATH, NUPUR | 2186 | §103 | Non-Final OA | — | Pending | Sep 14, 2022 |
| 17894978 | AUTOMATED DESIGN OF ARCHITECTURAL STRUCTURES FOR FABRICATION WITH STANDARD COMPONENTS | DARWISH, AMIR ELSAYED | 2199 | §101§103 | Non-Final OA | — | Pending | Aug 24, 2022 |
| 17718185 | GENERATING COLLABORATIVE DESIGNS FROM MULTIPLE CONTRIBUTORS | HAO, YI | 2187 | §101§103§112DP | Non-Final OA | — | Pending | Apr 11, 2022 |
| 17713724 | LIBRARY-BASED CONNECTIONS DESIGN AUTOMATION | LEATHERS, EMILY GORMAN | 2187 | §101§103§112 | Non-Final OA | — | Pending | Apr 05, 2022 |
| 17696340 | MULTI-USER COLLABORATION SYSTEM FOR GENERATIVE DESIGNS | HAO, YI | 2187 | §101§103§112Other | Non-Final OA | — | Pending | Mar 16, 2022 |
| 17687535 | COMPUTER-AIDED TECHNIQUES FOR AUTOMATICALLY GENERATING DESIGNS THAT REFLECT DESIGN INTENTS | HOANG, AMY P | 2143 | §101§103 | Non-Final OA | 44d overdue | Pending | Mar 04, 2022 |
| 17523749 | TECHNIQUES FOR GENERATING VISUALIZATIONS OF GEOMETRIC STYLE GRADIENTS | DRAPEAU, SIMEON PAUL | 2188 | §101§103 | Non-Final OA | — | Pending | Nov 10, 2021 |
| 17465735 | TECHNIQUES FOR ROBOT CONTROL BASED ON GENERATED ROBOT SIMULATIONS | TRAN, SARAH ASHLEY | 3656 | §103 | Non-Final OA | — | Pending | Sep 02, 2021 |
| 17344710 | GENERATIVE DESIGN TECHNIQUES FOR SOFT ROBOT MANIPULATORS | DEBNATH, NUPUR | 2186 | §103 | Final Rejection | — | Pending | Jun 10, 2021 |
| 17098228 | GENERATING BUILDING DESIGNS WHILE COMPUTATIONALLY OPTIMIZING FOR WORK CONDITIONS | GIRI, PURSOTTAM | 2186 | §101§103 | Non-Final OA | 14d | Pending | Nov 13, 2020 |
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