Prosecution Insights
Prosecution Insights
72 pending office actions • 37 clients • 70 examiners • 57 art units • 0 of 72 (0%) have an AI response strategy ready • 94 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 71 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. 71 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 | 4 (6%) |
| §103 only | 46 (64%) |
| §102 only | 7 (10%) |
| §112 only | 8 (11%) |
| No statute on record | 7 (10%) |
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 |
|---|---|---|---|
| KIRKLAND III, FREDDIE | 2 | 84.7% | +10.7% |
| CHANG, AUDREY Y | 2 | 46.9% | +20.5% |
| HOPE, DARRIN | 1 | 60.4% | +19.3% |
| STEVENSON, CHRISTINA C | 1 | 3.3% | -4.1% |
| LEWIS, TISHA D | 1 | 87.6% | +9.6% |
| PHAM, KHANH B | 1 | 72.3% | +15.4% |
| VAN DUZER, ALEXIS KIM | 1 | 60.0% | +66.7% |
| BECK, LERON | 1 | 79.5% | +11.7% |
| KINGSLAND, KYLE J | 1 | 78.3% | +6.0% |
| PEREZ, JAMES M | 1 | 89.5% | +14.5% |
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 |
|---|---|---|---|
| 17342338 | Methods and Systems of Fabricating Electrical Devices by Micro-Molding | KIRKLAND III, FREDDIE | 36d overdue |
| 19205830 | Controlling Gears in a Vehicle | LEWIS, TISHA D | 19d |
| 18448044 | Methods and Systems of Fabricating Electrical Devices by Micro-Molding | KIRKLAND III, FREDDIE | 78d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17823014 | Methods for Conditional Transaction Tokens, Secure Sharing of Token Assets, Wallet Spam Protection, and User Interfaces for Acceptance of Terms | WARDEN, MICHAEL J | 60d overdue |
| 16817489 | Systems and Methods for Determining Molecular Structures with Molecular-Orbital-Based Features | HAYES, JONATHAN EDWARD | 36d overdue |
| 19217952 | Cryptographically Enabling Characteristic Assignment to Identities with Tokens, Token Validity Assessments and State Capture Processes | STEVENSON, CHRISTINA C | 33d |
| 17810085 | Distributed Ledgers with Ledger Entries Containing Redactable Payloads | NGUYEN, LIZ P | 33d |
| 18745869 | Systems and Methods for Supplementing Data with Generative Models | SZUMNY, JONATHON A | 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 |
|---|---|---|---|
| 18254118 | Photonic Crystals and Methods for Fabricating the Same | CHANG, AUDREY Y | 145d overdue |
| 17822625 | Piecewise Rolled Vector Gratings and Methods of Fabrication | CHANG, AUDREY Y | 89d overdue |
| 17342338 | Methods and Systems of Fabricating Electrical Devices by Micro-Molding | KIRKLAND III, FREDDIE | 36d overdue |
| 18957569 | Systems and Methods for Communicating by Modulating Data on Zeros | PEREZ, JAMES M | 30d overdue |
| 19193871 | Distributed Data Storage and Analytics System | PHAM, KHANH B | 11d overdue |
| 19281466 | Systems and Methods for Controlling Content Playback using Remote Server Systems | HOPE, DARRIN | 21d |
| 19030229 | Systems, Methods, and Media for Transcoding Video Data Using Metadata | BECK, LERON | 30d |
| 19053313 | Systems and Methods for Optimizing Clinical Trial Designs | VAN DUZER, ALEXIS KIM | 39d |
| Art Unit | Apps |
|---|---|
| 2872 | 4 |
| 2874 | 4 |
| 3698 | 3 |
| 3663 | 2 |
| 2635 | 2 |
| 3796 | 2 |
| 2855 | 2 |
| 2147 | 2 |
| 1795 | 2 |
| 1685 | 2 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19281466 | Systems and Methods for Controlling Content Playback using Remote Server Systems | Touchstream Technologies, Inc. | HOPE, DARRIN | 2178 | §103 | Non-Final OA | 21d | Pending | Jul 25, 2025 |
| 19217952 | Cryptographically Enabling Characteristic Assignment to Identities with Tokens, Token Validity Assessments and State Capture Processes | Artema Labs, Inc. | STEVENSON, CHRISTINA C | 3698 | §103 | Non-Final OA | 33d | Pending | May 23, 2025 |
| 19205830 | Controlling Gears in a Vehicle | Oxa Autonomy Ltd. | LEWIS, TISHA D | 3619 | §112 | Non-Final OA | 19d | Pending | May 12, 2025 |
| 19193871 | Distributed Data Storage and Analytics System | Elasticflash, Inc. | PHAM, KHANH B | 2166 | Other | Non-Final OA | 11d overdue | Pending | Apr 29, 2025 |
| 19053313 | Systems and Methods for Optimizing Clinical Trial Designs | Unlearn.Ai, Inc. | VAN DUZER, ALEXIS KIM | 3682 | §103 | Non-Final OA | 39d | Pending | Feb 13, 2025 |
| 19030229 | Systems, Methods, and Media for Transcoding Video Data Using Metadata | Divx, LLC | BECK, LERON | 2487 | Other | Non-Final OA | 30d | Pending | Jan 17, 2025 |
| 18877242 | A Computer-Implemented Method of Determining a Trajectory of an Autonomous Vehicle | Oxa Autonomy Ltd. | KINGSLAND, KYLE J | 3663 | §102 | Non-Final OA | 9d | Pending | Dec 19, 2024 |
| 18957569 | Systems and Methods for Communicating by Modulating Data on Zeros | Moxz GmbH | PEREZ, JAMES M | 2635 | Other | Non-Final OA | 30d overdue | Pending | Nov 22, 2024 |
| 18940643 | Systems, Methods, and Media for Controlling Delivery Of Content | Divx, LLC | NGUYEN, QUANG N | 2441 | §102 | Non-Final OA | 4d overdue | Pending | Nov 07, 2024 |
| 18912611 | LINEARLY-ACTUATED CONVEYOR BELT LOADING SYSTEM FOR CNC MACHINES | Gimbel Group LLC, Dba Gimbel Automation | SINGH, KAVEL | 3651 | §103 | Non-Final OA | 29d | Pending | Oct 11, 2024 |
| 18845857 | Apparatus and Method for Plasma Enhanced Chemical Vapour Deposition | Leydenjar Technologies B.V. | TUROCY, DAVID P | 1718 | §103 | Final Rejection | — | Pending | Sep 10, 2024 |
| 18824792 | Methods for Securely Adding Data to a Blockchain Using Dynamic Time Quanta and Version Authentication | Artema Labs, Inc. | LEMMA, SAMSON B | 2498 | §103 | Non-Final OA | 44d overdue | Pending | Sep 04, 2024 |
| 18821721 | Intelligent Query Routing based on Query Storage Cost for Tiered Databases | Zettablock, Inc. | ALMANI, MOHSEN | 2159 | §103 | Final Rejection | 41d | Pending | Aug 30, 2024 |
| 18814385 | Sleep Phase Dependent Temperature Control and Learning Methods to Optimize Sleep Quality | Bryte Labs, Inc. | AFRIFA-KYEI, ANTHONY D | 2686 | §102 | Non-Final OA | 80d overdue | Pending | Aug 23, 2024 |
| 18839701 | Systems and Methods for Abuse Safeguards in NFT-Directed Environments | Artema Labs, Inc. | TSANG, HENRY | 2495 | §103 | Non-Final OA | 18d overdue | Pending | Aug 19, 2024 |
| 18761149 | Last-Mile Delivery Systems Incorporating Modular Robots | The Regents of the University of California | CAMERON, ATTICUS A | 3658 | §103 | Non-Final OA | 41d | Pending | Jul 01, 2024 |
| 18759521 | Sleep Platform Pneumatics Management System | Bryte Labs, Inc. | SUN, GEORGE | 3673 | §103 | Non-Final OA | 3d overdue | Pending | Jun 28, 2024 |
| 18721159 | Sensor | Croptide Ltd. | LE, THANG XUAN | 2858 | §103 | Non-Final OA | 30d overdue | Pending | Jun 17, 2024 |
| 18745869 | Systems and Methods for Supplementing Data with Generative Models | Unlearn.Ai, Inc. | SZUMNY, JONATHON A | 3686 | §101 | Final Rejection | 39d | Pending | Jun 17, 2024 |
| 18741659 | Determination of Imaging Transfer Function of a Charged-Particle Exposure Apparatus Using Isofocal Dose Measurements | Ims Nanofabrication GmbH | ASFAW, MESFIN T | 2882 | §103 | Non-Final OA | 36d overdue | Pending | Jun 12, 2024 |
| 18717963 | A Highly Power Efficient p-i-n Diode-Based THz Radiating Array | The Regents of the University of California | KIM, SEOKJIN | 2844 | §103 | Non-Final OA | 12d | Pending | Jun 07, 2024 |
| 18674316 | Square-Root Multi-State Constraint Kalman Filter for Vision-Aided Inertial Navigation System | Regents Of The University Of Minnesota | PAIGE, TYLER D | 3664 | Other | Final Rejection | 43d | Pending | May 24, 2024 |
| 18662402 | Systems and Methods for 1-Micron Frequency Comb Optical Coherence Tomography | The Regents of the University of California | LEE, HWA S | 2877 | §112 | Final Rejection | 37d overdue | Pending | May 13, 2024 |
| 18703303 | Systems and Methods for Localizing a Radar Sensor | Oxa Autonomy Ltd. | WINDRICH, MARCUS E | 3646 | §103 | Non-Final OA | 24d overdue | Pending | Apr 19, 2024 |
| 18689045 | Head Worn Augmented Reality Displays | Digilens Inc. | GROSS, ALEXANDER P | 2871 | §103 | Non-Final OA | 21d | Pending | Mar 04, 2024 |
| 18592246 | Polarization-Tuned Metasurface Device | Metalenz, Inc. | DUONG, HENRY ABRAHAM | 2872 | §102 | Non-Final OA | 7d | Pending | Feb 29, 2024 |
| 18414155 | Systems and Methods for Multisite Stimulation Using a Double-Tuned Transmitter Coil | The Regents of the University of California | MARLEN, TAMMIE K | 3796 | §102 | Non-Final OA | 9d overdue | Pending | Jan 16, 2024 |
| 18579762 | Systems, Devices and Methods for Intradermal or Subdermal Fluid Delivery | Acom Labs, Inc. | RODRIGUEZ, WILLIAM H | 3741 | §112 | Non-Final OA | 9d | Pending | Jan 16, 2024 |
| 18395038 | Low Temperature Fabrication of Silicon Nitride Photonic Devices | The Regents of the University of California | CAPUTO, LISA M | 2874 | §103 | Non-Final OA | 28d overdue | Pending | Dec 22, 2023 |
| 18393392 | Heterogeneous Integrated UV-IR Ultra-Low Loss Multi-Layer Platform with Electrical Interconnects, Gain, Modulation, Detection, and Nonlinear Optics | National Technology and Engineering Solutions of Sandia, LLC | RAHLL, JERRY T | 2874 | §112 | Non-Final OA | 60d | Pending | Dec 21, 2023 |
| 18542497 | Photonic Integrated Rapidly Switchable High Contrast Filter | The Regents of the University of California | SMITH, CHAD | 2874 | §103 | Non-Final OA | 78d overdue | Pending | Dec 15, 2023 |
| 18568693 | Method and System for Automated Analysis of Coronary Angiograms | The Regents of the University of California | MEMON, OWAIS IQBAL | 2663 | §103 | Non-Final OA | 29d overdue | Pending | Dec 08, 2023 |
| 18527017 | Laser Ultrastable Photonics with Integrated Nonlinearity for Extended Stability | The United States Government, AS Represented By The Secretary Of Commerce | PENG, CHARLIE YU | 2874 | §112 | Non-Final OA | 60d | Pending | Dec 01, 2023 |
| 18566324 | Systems and Methods for Cellular Lumen Formation and Cellular Differentiation | The Regents of the University of California | AMICK, THOMAS RUSSE | 1638 | §102 | Non-Final OA | 70d | Pending | Dec 01, 2023 |
| 18467661 | Systems and Methods for Token-based Asset Ownership | Artema Labs, Inc. | MCATEE, PATRICK | 3698 | §103 | Final Rejection | 18d overdue | Pending | Sep 14, 2023 |
| 18466608 | Systems and Methods for Transmitting and Receiving Wavelength-Multiplexed Optical Signals | The Regents of the University of California | BARUA, PRANESH K | 2635 | §103 | Non-Final OA | 26d | Pending | Sep 13, 2023 |
| 18547840 | Opsins as Chemosensory Receptors and Related Methods | The Regents of the University of California | VIJAYARAGHAVAN, JAGAMYA NMN | 1633 | §103 | Non-Final OA | 34d | Pending | Aug 24, 2023 |
| 18448044 | Methods and Systems of Fabricating Electrical Devices by Micro-Molding | Mesoline Inc. | KIRKLAND III, FREDDIE | 2855 | §103 | Final Rejection | 78d | Pending | Aug 10, 2023 |
| 18352960 | Systems and Methods for Supplementing Data With Generative Models | Unlearn.Ai, Inc. | DUONG, HIEN LUONGVAN | 2147 | §103 | Non-Final OA | 75d | Pending | Jul 14, 2023 |
| 18260222 | Formulations of a Prophylactic Nasal Spray and Methods of Use and Manufacture Thereof | Ntby Moss LLC | PALENIK, JEFFREY T | 1615 | §103 | Non-Final OA | 2d overdue | Pending | Jun 30, 2023 |
| 18326906 | Systems and Methods for High Volume Manufacturing of Waveguides | Digilens Inc. | DABBI, JYOTSNA V | 2872 | §103 | Final Rejection | 87d overdue | Pending | May 31, 2023 |
| 18254318 | Methods and Systems for Fabricating Layers of Metallic Glass-Based Materials | Amorphology Inc. | ZHANG, HAI Y | 1717 | §103 | Non-Final OA | 97d overdue | Pending | May 24, 2023 |
| 18254118 | Photonic Crystals and Methods for Fabricating the Same | Digilens Inc. | CHANG, AUDREY Y | 2872 | §112 | Final Rejection | 145d overdue | Pending | May 23, 2023 |
| 18318607 | Systems of Getters for Microelectronics and Methods for Production Thereof | Mesoline Inc. | HOSSAIN, MOAZZAM | 2898 | §103 | Non-Final OA | 49d overdue | Pending | May 16, 2023 |
| 18252169 | Systems and Methods for Ground Truthing Remotely Sensed Data | The Regents of the University of California | ISLAM, MOHAMMAD K | 2857 | §102 | Final Rejection | 35d | Pending | May 08, 2023 |
| 18249228 | Compositions and Uses Thereof | Purposeful Ike | WILSON, JERICA KATLYNN | 1621 | §103 | Non-Final OA | 59d overdue | Pending | Apr 14, 2023 |
| 18117350 | METHODS AND SYSTEMS FOR IDENTIFICATION OF TREATMENT TARGETS | Magnus Medical, Inc. | GROSS, JASON PATRICK | 3797 | §103 | Non-Final OA | 3d overdue | Pending | Mar 03, 2023 |
| 18169746 | Methods and Systems for High Pressure Die Casting | Metali LLC | KESSLER, CHRISTOPHER S | 1759 | Other | Final Rejection | 14d | Pending | Feb 15, 2023 |
| 18003094 | Systems and Methods for Adaptive Workspace Layout and Usage Optimization | Friday Pm, Inc. | FLYNN, ABBY J | 3663 | §103 | Non-Final OA | 6d | Pending | Dec 22, 2022 |
| 18002097 | Systems and Methods for Measuring Vital Signs Using Multimodal Health Sensing Platforms | The Regents of the University of California | JOHNSON, NICOLE F | 3796 | — | Final Rejection | 3d overdue | Pending | Dec 16, 2022 |
| 17935084 | MULTIFUNCTIONAL COMPOUNDS FOR USE IN MEDICAL IMAGING AND THERAPY | Antelope Surgical Solutions, Inc. | SCHLIENTZ, LEAH H | 1618 | §103 | Final Rejection | 9d | Pending | Sep 23, 2022 |
| 17933828 | Systems and Methods for Gas-Liquid Contactors for Rapid Carbon Capture | The Regents of the University of California | GERMAIN, ADAM ADRIEN | 1777 | §103 | Non-Final OA | 22d | Pending | Sep 20, 2022 |
| 17823014 | Methods for Conditional Transaction Tokens, Secure Sharing of Token Assets, Wallet Spam Protection, and User Interfaces for Acceptance of Terms | Artema Labs, Inc. | WARDEN, MICHAEL J | 3694 | §101 | Final Rejection | 60d overdue | Pending | Aug 29, 2022 |
| 17822625 | Piecewise Rolled Vector Gratings and Methods of Fabrication | Digilens Inc. | CHANG, AUDREY Y | 2872 | §112 | Non-Final OA | 89d overdue | Pending | Aug 26, 2022 |
| 17821444 | Systems and Methods for Management of Token Interactions | Artema Labs, Inc. | PHAN, NICHOLAS K | 3699 | §103 | Final Rejection | 37d overdue | Pending | Aug 22, 2022 |
| 17904366 | Systems and Methods for UV-Reflective Paints with High Overall Solar Reflectance for Passive Cooling | The Regents of the University of California | LIOTT, CAROLINE DUSHECK | 1732 | §103 | Final Rejection | 19d overdue | Pending | Aug 16, 2022 |
| 17758490 | Process and Apparatus for Production of Ozone | Oxi-Tech Solutions Limited | TAI, XIUYU | 1795 | §103 | Non-Final OA | 22d overdue | Pending | Jul 07, 2022 |
| 17810741 | Systems and Method for Providing Security Against Deception and Abuse in Distributed and Tokenized Environments | Artema Labs, Inc. | SCHMIDT, KARI L | 2439 | §103 | Non-Final OA | 4d overdue | Pending | Jul 05, 2022 |
| 17810085 | Distributed Ledgers with Ledger Entries Containing Redactable Payloads | Artema Labs, Inc. | NGUYEN, LIZ P | 3696 | §101 | Non-Final OA | 33d | Pending | Jun 30, 2022 |
| 17806065 | Systems and Methods for Maintenance of NFT Assets | Artema Labs, Inc. | GARCIA MIZE, KARLYANNIE MARIE | 3698 | §103 | Final Rejection | 8d | Pending | Jun 08, 2022 |
| 17755307 | Systems and Methods for Spectrally Selective Thermal Radiators with Partial Exposures to Both the Sky and the Terrestrial Environment | The Regents of the University of California | RUBY, TRAVIS C | 3763 | §103 | Non-Final OA | 268d overdue | Pending | Apr 26, 2022 |
| 17700451 | METHODS AND SYSTEMS FOR LONG TERM TREATMENT OF NEUROPSYCHIATRIC DISORDERS | Magnus Medical, Inc. | KOHUTKA, BROOKE NICOLE | 3791 | §103 | Final Rejection | 10d overdue | Pending | Mar 21, 2022 |
| 17698510 | SYSTEM AND METHOD FOR AN AQUEOUS STRUCTURAL COLOR FORMING SOLUTION | Cyprus Materials, Inc. | DONAHUE, OLGA LUCIA | 1763 | Other | Non-Final OA | 100d overdue | Pending | Mar 18, 2022 |
| 17665268 | SECOND STAGE REGULATOR FOR EMERGENCY BREATHING SYSTEMS | Proasia Design Co., Ltd. | ZIEGLER, MATTHEW D | 3785 | §103 | Final Rejection | 56d overdue | Pending | Feb 04, 2022 |
| 17649330 | Systems and Methods for Autonomous Vehicle Control | Drisk, Inc. | TRAN, DAVID HOANG | 2147 | §103 | Final Rejection | 59d overdue | Pending | Jan 28, 2022 |
| 17645937 | Systems and Methods for Generating Jewelry Designs and Models using Machine Learning | BLNG Corporation | MOLL, NITHYA JANAKIRAMAN | 2189 | §103 | Non-Final OA | 8d | Pending | Dec 23, 2021 |
| 17522241 | ELECTRODIALYZER AND ELECTRODIALYSIS SYSTEM FOR CO2 CAPTURE FROM OCEAN WATER | California Institute Of Technology | PARENT, ALEXANDER RENE | 1795 | §103 | Final Rejection | 89d overdue | Pending | Nov 09, 2021 |
| 17342338 | Methods and Systems of Fabricating Electrical Devices by Micro-Molding | Mesoline Inc. | KIRKLAND III, FREDDIE | 2855 | §103 | Final Rejection | 36d overdue | Pending | Jun 08, 2021 |
| 17158681 | METHODS AND SYSTEMS FOR DYNAMICALLY GENERATING A PLURALITY OF MACHINE LEARNING SYSTEMS DURING PROCESSING OF A USER DATA SET | Akkio Inc. | KWON, JUN | 2127 | §103 | Non-Final OA | 6d | Pending | Jan 26, 2021 |
| 16965292 | Methods for Analyzing Genetic Data to Classify Multifactorial Traits Including Complex Medical Disorders | The Rockefeller University | SCHULTZHAUS, JANNA NICOLE | 1685 | §112 | Final Rejection | 6d | Pending | Jul 27, 2020 |
| 16851248 | SERVER AND OPERATING METHOD THEREOF | Hyperconnect, Inc. | GREENE, JOSEPH L | 2443 | §103 | Final Rejection | 142d overdue | Pending | Apr 17, 2020 |
| 16817489 | Systems and Methods for Determining Molecular Structures with Molecular-Orbital-Based Features | California Institute Of Technology | HAYES, JONATHAN EDWARD | 1685 | §101 | Final Rejection | 36d overdue | Pending | Mar 12, 2020 |
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