Prosecution Insights
Prosecution Insights
35 pending office actions • 11 clients • 34 examiners • 28 art units • 0 of 35 (0%) have an AI response strategy ready • 46 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 35 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. 35 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%) |
| §103 only | 30 (86%) |
| §102 only | 2 (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 |
|---|---|---|---|
| XIA, XUYANG | 2 | 71.5% | +53.4% |
| NGANGA, BONIFACE N | 1 | 64.1% | +30.1% |
| PHAN, TUANKHANH D | 1 | 78.8% | +13.0% |
| GARTLAND, SCOTT D | 1 | 11.2% | +12.6% |
| BEGEMAN, ANDREW W | 1 | 42.6% | +21.0% |
| ROZANSKI, MICHAEL T | 1 | 69.5% | +27.9% |
| NGUYEN, HIEN NGOC | 1 | 52.6% | +40.2% |
| AKAR, SERKAN | 1 | 65.6% | +31.4% |
| ALBERTALLI, BRIAN LOUIS | 1 | 81.8% | +16.6% |
| MCANDREW, CHRISTOPHER P | 1 | 85.8% | +14.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18798408 | CONTEXT-ENRICHED PROMPT GENERATION FOR DOMAIN EXPLORATION | ALBERTALLI, BRIAN LOUIS | 8d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 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 |
| 18986860 | TREATMENT DEVICES WITH ANTI-TAMPERING, SECURITY, AND TRANSPARENCY FEATURES | GARTLAND, SCOTT D | 36d |
| 18774453 | SYSTEMS AND METHODS FOR TOOL-LESS, QUICK CHANGE ELASTOMERIC CONTACT INTERFACES FOR INTEGRATED CIRCUIT TESTING | MCANDREW, CHRISTOPHER P | 36d |
| 17127500 | TECHNIQUES FOR AUTOMATICALLY GENERATING FRAME GRIDS FOR STRUCTURAL SYSTEMS OF BUILDINGS | HOPKINS, DAVID ANDREW | 39d |
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 |
|---|---|---|---|
| 17517502 | DYNAMIC VARIABLE QUANTIZATION OF MACHINE LEARNING INPUTS | XIA, XUYANG | 110d overdue |
| 19082057 | DISTRIBUTED STORAGE SYSTEM JOURNAL ON A SINGLE MEMORY PAGE | PHAN, TUANKHANH D | 35d overdue |
| 18959039 | ULTRASOUND NEUROMODULATION GUIDED BY ARTIFICIAL INTELLIGENCE | BEGEMAN, ANDREW W | 11d overdue |
| 18909120 | TFUS SYSTEM CONFIGURED WITH SIMPLIFIED PROBES | ROZANSKI, MICHAEL T | 5d |
| 18798408 | CONTEXT-ENRICHED PROMPT GENERATION FOR DOMAIN EXPLORATION | ALBERTALLI, BRIAN LOUIS | 8d |
| 18821032 | APPARATUS AND METHOD FOR CLOSED LOOP TFUS STIMULATION | AKAR, SERKAN | 13d |
| 19195150 | ADJUSTABLE TRANSCRANIAL ULTRASOUND HEADSET | NGANGA, BONIFACE N | 21d |
| 18986860 | TREATMENT DEVICES WITH ANTI-TAMPERING, SECURITY, AND TRANSPARENCY FEATURES | GARTLAND, SCOTT D | 36d |
| Client (Assignee) | Pending OAs |
|---|---|
| Autodesk | 11 |
| Sanmai Technologies, PBC | 6 |
| VIANAI SYSTEMS, INC. | 6 |
| NUTANIX, INC. | 3 |
| Price Industries, Inc. | 2 |
| STEM, INC. | 2 |
| Essai, Inc. | 1 |
| Xaba | 1 |
| R&D Circuits, Inc. (dba R&D Altanova) | 1 |
| Worldpay, LLC | 1 |
| Vian Systems, Inc. | 1 |
| Art Unit | Apps |
|---|---|
| 3797 | 4 |
| 2187 | 3 |
| 2143 | 3 |
| 2154 | 1 |
| 3685 | 1 |
| 3798 | 1 |
| 2656 | 1 |
| 2858 | 1 |
| 2618 | 1 |
| 1743 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19195150 | ADJUSTABLE TRANSCRANIAL ULTRASOUND HEADSET | Sanmai Technologies, Pbc | NGANGA, BONIFACE N | 3797 | §103 | Non-Final OA | 21d | Pending | Apr 30, 2025 |
| 19082057 | DISTRIBUTED STORAGE SYSTEM JOURNAL ON A SINGLE MEMORY PAGE | Nutanix, Inc. | PHAN, TUANKHANH D | 2154 | §103 | Non-Final OA | 35d overdue | Pending | Mar 17, 2025 |
| 18986860 | TREATMENT DEVICES WITH ANTI-TAMPERING, SECURITY, AND TRANSPARENCY FEATURES | Sanmai Technologies, Pbc | GARTLAND, SCOTT D | 3685 | §103 | Non-Final OA | 36d | Pending | Dec 19, 2024 |
| 18959039 | ULTRASOUND NEUROMODULATION GUIDED BY ARTIFICIAL INTELLIGENCE | Sanmai Technologies, Pbc | BEGEMAN, ANDREW W | 3798 | §103 | Non-Final OA | 11d overdue | Pending | Nov 25, 2024 |
| 18909120 | TFUS SYSTEM CONFIGURED WITH SIMPLIFIED PROBES | Sanmai Technologies, Pbc | ROZANSKI, MICHAEL T | 3797 | §103 | Final Rejection | 5d | Pending | Oct 08, 2024 |
| 18890482 | SYSTEM AND METHOD FOR REDUCING NEURONAL DAMAGE IN STROKE AND HEART ATTACKS WITH TFUS | Sanmai Technologies, Pbc | NGUYEN, HIEN NGOC | 3797 | §103 | Non-Final OA | 65d | Pending | Sep 19, 2024 |
| 18821032 | APPARATUS AND METHOD FOR CLOSED LOOP TFUS STIMULATION | Sanmai Technologies, Pbc | AKAR, SERKAN | 3797 | §103 | Non-Final OA | 13d | Pending | Aug 30, 2024 |
| 18798408 | CONTEXT-ENRICHED PROMPT GENERATION FOR DOMAIN EXPLORATION | Autodesk, Inc. | ALBERTALLI, BRIAN LOUIS | 2656 | §103 | Non-Final OA | 8d | Pending | Aug 08, 2024 |
| 18774453 | SYSTEMS AND METHODS FOR TOOL-LESS, QUICK CHANGE ELASTOMERIC CONTACT INTERFACES FOR INTEGRATED CIRCUIT TESTING | Essai, Inc. | MCANDREW, CHRISTOPHER P | 2858 | §101 | Non-Final OA | 36d | Pending | Jul 16, 2024 |
| 18765122 | MULTI-USER PROMPTS FOR GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEMS | Autodesk, Inc. | WU, MING HAN | 2618 | §103 | Final Rejection | 28d | Pending | Jul 05, 2024 |
| 18752642 | TECHNIQUES FOR FABRICATING COMPOSITE REBARS AND BEAMS | Xaba Inc. | SANDERS, JAMES M | 1743 | §103 | Non-Final OA | 39d | Pending | Jun 24, 2024 |
| 18735423 | AIRFLOW REDIRECTION AIR-HANDLING UNIT | Price Industries, Inc., | BANKS, KEONA LAUREN | 3763 | §103 | Non-Final OA | 31d overdue | Pending | Jun 06, 2024 |
| 18670113 | VERSATILE HIGH FREQUENCY MONOLITHIC MULTI-LAYERED CIRCUIT BOARD WITH EMBEDDED COAXIAL VIAS USEFUL FOR TESTING OF HIGH FREQUENCY INTEGRATED CIRCUIT DEVICES | R&D Circuits, Inc. (Dba R&D Altanova) | NORRIS, JEREMY C | 2847 | §103 | Non-Final OA | 34d | Pending | May 21, 2024 |
| 18640326 | WRITEABLE PARTITIONS WITHIN READ-ONLY REPLICATED RECORDS | Nutanix, Inc. | GURMU, MULUEMEBET | 2163 | §103 | Final Rejection | 27d | Pending | Apr 19, 2024 |
| 18621619 | TECHNIQUES FOR GENERATING AND CORRECTING DATABASE QUERIES USING LANGUAGE MODELS | VIANAI SYSTEMS, INC. | SHARPLESS, SAMUEL | 2165 | §102 | Final Rejection | 39d | Pending | Mar 29, 2024 |
| 18595179 | CUSTOMIZABLE REINFORCEMENT LEARNING OF COLUMN PLACEMENT IN STRUCTURAL DESIGN | Autodesk, Inc. | WECHSELBERGER, ALFRED H. | 2187 | §103 | Non-Final OA | 153d overdue | Pending | Mar 04, 2024 |
| 18391494 | TECHNIQUES FOR SAMPLING AND REMIXING IN IMMERSIVE ENVIRONMENTS | Autodesk, Inc. | MEROUAN, ABDERRAHIM | 2683 | §103 | Final Rejection | 60d | Pending | Dec 20, 2023 |
| 18391498 | TECHNIQUES FOR SAMPLING AND REMIXING IN IMMERSIVE ENVIRONMENTS | Autodesk, Inc. | LIU, ZHENGXI | 2611 | §103 | Non-Final OA | 8d | Pending | Dec 20, 2023 |
| 18360743 | METHOD AND APPARATUS FOR DELIVERING POWER USING EXTERNAL DATA | Stem, Inc. | KABIR, SAAD M | 2119 | §102 | Non-Final OA | 14d | Pending | Jul 27, 2023 |
| 18129186 | LUMINAIRE CHILLED BEAM | Price Industries, Inc. | FAULKNER, RYAN L | 3762 | §103 | Final Rejection | 13d | Pending | Mar 31, 2023 |
| 18155941 | SYSTEMS AND METHODS FOR AUTHENTICATING ELECTRONIC TRANSACTIONS AT VIRTUAL REALITY DEVICES USING MOBILE APP PAYMENT ACCOUNT(S) | Worldpay, LLC | EKECHUKWU, CHINEDU U | 3695 | §103 | Non-Final OA | 28d overdue | Pending | Jan 18, 2023 |
| 18150129 | CONTRASTIVE MULTI-FORMAT SHAPE SIMILARITY AND SEARCH | Autodesk, Inc. | MAHMOOD, REZWANUL | 2159 | §103 | Final Rejection | 30d | Pending | Jan 04, 2023 |
| 17960049 | POSITIVITY VALIDATION AND EXPLAINABILITY FOR CAUSAL INFERENCE VIA ASYMMETRICALLY PRUNED DECISION TREES | VIANAI SYSTEMS, INC. | RAHMAN, IBRAHIM | 2122 | §103 | Non-Final OA | 89d overdue | Pending | Oct 04, 2022 |
| 17867540 | TECHNIQUES FOR IMPLEMENTING CONTAINER-BASED SOFTWARE SERVICES | VIANAI SYSTEMS, INC. | YUN, CARINA | 2194 | §103 | Non-Final OA | 53d overdue | Pending | Jul 18, 2022 |
| 17864252 | GENERATING RULES FOR MANAGING AN INFRASTRUCTURE FROM NATURAL-LANGUAGE EXPRESSIONS | Nutanix, Inc. | CASTILLO-TORRES, KEISHA Y | 2659 | §103 | Non-Final OA | 54d | Pending | Jul 13, 2022 |
| 17832116 | VOXEL-BASED APPROACH FOR DESIGN MODELS | Autodesk, Inc. | HAO, YI | 2187 | §103 | Non-Final OA | 28d overdue | Pending | Jun 03, 2022 |
| 17831177 | PERFORMING INFERENCE USING SIMPLIFIED REPRESENTATIONS OF CONVOLUTIONAL NEURAL NETWORKS | VIANAI SYSTEMS, INC. | GEBRESLASSIE, WINTA | 2677 | §103 | Non-Final OA | 9d | Pending | Jun 02, 2022 |
| 17687535 | COMPUTER-AIDED TECHNIQUES FOR AUTOMATICALLY GENERATING DESIGNS THAT REFLECT DESIGN INTENTS | Autodesk, Inc. | HOANG, AMY P | 2143 | §101 | Non-Final OA | 44d overdue | Pending | Mar 04, 2022 |
| 17686269 | GENERATING TRAINING DATA SETS FOR POWER OUTPUT PREDICTION | Stem, Inc. | TAN, DAVID H | 2145 | §103 | Non-Final OA | 30d | Pending | Mar 03, 2022 |
| 17517502 | DYNAMIC VARIABLE QUANTIZATION OF MACHINE LEARNING INPUTS | VIANAI SYSTEMS, INC. | XIA, XUYANG | 2143 | §103 | Non-Final OA | 110d overdue | Pending | Nov 02, 2021 |
| 17517505 | DYNAMIC VARIABLE QUANTIZATION OF MACHINE LEARNING PARAMETERS | VIANAI SYSTEMS, INC. | XIA, XUYANG | 2143 | §103 | Non-Final OA | 70d | Pending | Nov 02, 2021 |
| 17348338 | MACHINE LEARNING TECHNIQUES FOR AUTOMATING TASKS BASED ON BOUNDARY REPRESENTATIONS OF 3D CAD OBJECTS | Autodesk, Inc. | MIRABITO, MICHAEL PAUL | 2187 | §103 | Final Rejection | 72d | Pending | Jun 15, 2021 |
| 17127500 | TECHNIQUES FOR AUTOMATICALLY GENERATING FRAME GRIDS FOR STRUCTURAL SYSTEMS OF BUILDINGS | Autodesk, Inc. | HOPKINS, DAVID ANDREW | 2188 | §101 | Non-Final OA | 39d | Pending | Dec 18, 2020 |
| 17098228 | GENERATING BUILDING DESIGNS WHILE COMPUTATIONALLY OPTIMIZING FOR WORK CONDITIONS | Autodesk, Inc. | GIRI, PURSOTTAM | 2186 | §103 | Non-Final OA | 14d | Pending | Nov 13, 2020 |
| 16505583 | TECHNIQUES FOR MODIFYING NEURAL NETWORK DEFINITIONS | Vian Systems, Inc. | RAMIREZ BRAVO, BEATRIZ A | 2146 | §103 | Non-Final OA | 60d overdue | Pending | Jul 08, 2019 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial