Prosecution Insights
Prosecution Insights
31 pending office actions • 20 clients • 31 examiners • 18 art units • 0 of 31 (0%) have an AI response strategy ready • 34 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 (6%) |
| §101 + other | 9 (29%) |
| §103 only | 7 (23%) |
| Double-patenting only | 2 (6%) |
| Double-patenting + other | 1 (3%) |
| Multi-statute (no §101) | 10 (32%) |
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 |
|---|---|---|---|
| SCHWARZENBERG, PAUL | 1 | 62.0% | +28.6% |
| MALHOTRA, SANJEEV | 1 | 65.8% | +29.9% |
| PUTTAIAH, ASHA | 1 | 21.4% | +22.0% |
| NEWLON, WILLIAM D | 1 | 45.6% | +29.6% |
| FOLLMAN, BRODIE J | 1 | 73.5% | +10.4% |
| HO, VIVIAN DANG | 1 | — | — |
| KHAYER, SOHANA T | 1 | 82.3% | +18.9% |
| LANE, GREGORY A | 1 | 74.7% | -0.2% |
| WITTENBERG, STEFANIE S | 1 | 54.3% | +18.1% |
| SMITH-STEWART, DEMETRA R | 1 | 89.9% | +8.2% |
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 |
|---|---|---|---|
| 18946115 | ELECTRONIC DEVICE FOR DISPLAYING SURROUNDING IMAGES OF VEHICLE IN SPLIT SCREEN AND OPERATING METHOD OF THE SAME | MOLNAR, SIDNEY LEIGH | 23d overdue |
| 18927252 | METHOD OF PROVIDING INTEGRATED REPORT FOR ENTERPRISE HEALTHCARE DATA | LAGOY, KYRA RAND | 7d |
| 19080808 | APPARATUS AND METHOD FOR CONTROLLING PHARMACEUTICAL MIXER OF ADHD MEDICATION BY ASSESSING MENTAL HEALTH OF ADOLESCENT THROUGH ARTIFICIAL INTELLIGENCE | FURTADO, WINSTON RAHUL | 9d |
| 18599231 | ACTUATOR FOR REFLECTOR | PICHLER, MARIN | 23d |
| 19006067 | METHOD FOR DISPLAYING MEDICAL INFORMATION BASED ON ALLOCATED RESOURCE | ABDULLAH, AAISHA | 41d |
| 18882780 | ELECTRONIC DEVICE FOR PERFORMING INTEGRATED MULTI-FUNCTIONS USING SINGLE REAR VIEW IMAGE OF VEHICLE, AND OPERATING METHOD OF THE SAME | EDWARDS, TYLER B | 76d |
| 19292199 | METHOD FOR MANAGING CARBON CREDITS IN EV ECOSYSTEM AND APPARATUS FOR PERFORMING SAME | MALHOTRA, SANJEEV | — |
| 19283323 | METHOD FOR IMPLEMENTING PAYMENT SYSTEM IN EV ECHO SYSTEM, AND APPARATUS FOR PERFORMING METHOD | PUTTAIAH, ASHA | — |
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 |
|---|---|---|---|
| 19097983 | ELECTROLYTE FOR FORMING ANODIC OXIDE FILM, METHOD OF FORMING ANODIC OXIDE FILM, AND ANODIC OXIDE FILM AND MEMBER FOR SEMICONDUCTOR DEVICE MANUFACTURED THEREBY | WITTENBERG, STEFANIE S | 26d |
| 19294159 | FINANCIAL SERVICE METHOD ON BASIS OF ELECTRICAL ENERGY IN EV ECOSYSTEM, AND DEVICE FOR PERFORMING METHOD | SCHWARZENBERG, PAUL | — |
| 19292199 | METHOD FOR MANAGING CARBON CREDITS IN EV ECOSYSTEM AND APPARATUS FOR PERFORMING SAME | MALHOTRA, SANJEEV | — |
| 19283323 | METHOD FOR IMPLEMENTING PAYMENT SYSTEM IN EV ECHO SYSTEM, AND APPARATUS FOR PERFORMING METHOD | PUTTAIAH, ASHA | — |
| 19276186 | METHOD FOR IMPLEMENTING EV ECOSYSTEM AND DEVICE FOR PERFORMING SAME METHOD | NEWLON, WILLIAM D | — |
| 19250845 | ACTION CONTAMINATION ATTACK SYSTEM FOR AUTONOMOUS DRIVING MODEL AND ACTION CONTAMINATION ATTACK METHOD OF THE SAME | FOLLMAN, BRODIE J | — |
| 19184494 | Method and apparatus for assessing the degree of damage to objects at disaster sites using skeletonization techniques | KHAYER, SOHANA T | — |
| Art Unit | Apps |
|---|---|
| 3687 | 2 |
| 3681 | 2 |
| 2431 | 1 |
| 1795 | 1 |
| 3661 | 1 |
| 3668 | 1 |
| 2621 | 1 |
| 3682 | 1 |
| 3656 | 1 |
| 3669 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19294159 | FINANCIAL SERVICE METHOD ON BASIS OF ELECTRICAL ENERGY IN EV ECOSYSTEM, AND DEVICE FOR PERFORMING METHOD | Aizen Global Co., Lnc. | SCHWARZENBERG, PAUL | §103 | Non-Final OA | — | Pending | Aug 07, 2025 | |
| 19292199 | METHOD FOR MANAGING CARBON CREDITS IN EV ECOSYSTEM AND APPARATUS FOR PERFORMING SAME | Aizen Global Co., Lnc. | MALHOTRA, SANJEEV | §101§102§103 | Non-Final OA | — | Pending | Aug 06, 2025 | |
| 19283323 | METHOD FOR IMPLEMENTING PAYMENT SYSTEM IN EV ECHO SYSTEM, AND APPARATUS FOR PERFORMING METHOD | Aizen Global Co., Lnc. | PUTTAIAH, ASHA | §101§103§112 | Non-Final OA | — | Pending | Jul 29, 2025 | |
| 19276186 | METHOD FOR IMPLEMENTING EV ECOSYSTEM AND DEVICE FOR PERFORMING SAME METHOD | Aizen Global Co., Lnc. | NEWLON, WILLIAM D | §101§102§103 | Non-Final OA | — | Pending | Jul 22, 2025 | |
| 19250845 | ACTION CONTAMINATION ATTACK SYSTEM FOR AUTONOMOUS DRIVING MODEL AND ACTION CONTAMINATION ATTACK METHOD OF THE SAME | Foundation Of Soongsil University-Industry Cooperation | FOLLMAN, BRODIE J | §103 | Non-Final OA | — | Pending | Jun 26, 2025 | |
| 19233260 | METHOD FOR MANAGING CYBERSECURITY THREAT AND ATTACK SURFACE, AND DEVICE FOR PERFORMING SAME | In The Forest Co., Ltd. | HO, VIVIAN DANG | 2431 | §101§102§103 | Non-Final OA | — | Pending | Jun 10, 2025 |
| 19184494 | Method and apparatus for assessing the degree of damage to objects at disaster sites using skeletonization techniques | National Disaster Management Research Institute | KHAYER, SOHANA T | §101§103§112 | Non-Final OA | — | Pending | Apr 21, 2025 | |
| 19169180 | METHOD AND APPARTUS FOR SECURING MEDIA CONTENT USING LAZY MINTING OF BLOCKCHAIN, IPFS AND DIGITAL WATERMARKING | Apot Platforms Inc. | LANE, GREGORY A | §103§112 | Non-Final OA | — | Pending | Apr 03, 2025 | |
| 19097983 | ELECTROLYTE FOR FORMING ANODIC OXIDE FILM, METHOD OF FORMING ANODIC OXIDE FILM, AND ANODIC OXIDE FILM AND MEMBER FOR SEMICONDUCTOR DEVICE MANUFACTURED THEREBY | Komico Ltd. | WITTENBERG, STEFANIE S | 1795 | §103 | Non-Final OA | 26d | Pending | Apr 02, 2025 |
| 19091160 | Method and Apparatus for Setting Driving Mode of a Vehicle | Yellowknife Inc. | SMITH-STEWART, DEMETRA R | 3661 | §102§103 | Non-Final OA | — | Pending | Mar 26, 2025 |
| 19080808 | APPARATUS AND METHOD FOR CONTROLLING PHARMACEUTICAL MIXER OF ADHD MEDICATION BY ASSESSING MENTAL HEALTH OF ADOLESCENT THROUGH ARTIFICIAL INTELLIGENCE | Korea University Research And Business Foundation, Sejong Campus | FURTADO, WINSTON RAHUL | 3687 | §101 | Final Rejection | 9d | Pending | Mar 15, 2025 |
| 19073073 | SINGLE-PHOTON AVALANCHE DIODE-BASED IMAGE SENSOR AND METHOD FOR DRIVING SAME | Xo Semiconductor Inc. | KO, TONY | §102§112 | Non-Final OA | — | Pending | Mar 07, 2025 | |
| 19069762 | ELECTRONIC DEVICE AND METHOD FOR CONTROLLING PLATOONING VEHICLES | Thinkware Corporation | REINERT, JONATHAN E | 3668 | §101§102 | Non-Final OA | — | Pending | Mar 04, 2025 |
| 19062102 | STRETCHABLE DISPLAY DEVICE | UIF (University Industry Foundation), Yonsei University | MIDKIFF, AARON | 2621 | §103 | Non-Final OA | — | Pending | Feb 25, 2025 |
| 19006067 | METHOD FOR DISPLAYING MEDICAL INFORMATION BASED ON ALLOCATED RESOURCE | Irm Inc. | ABDULLAH, AAISHA | 3681 | §101§103 | Non-Final OA | 41d | Pending | Dec 30, 2024 |
| 18979344 | SELF-CARE MENTAL HEALTH MANAGEMENT SYSTEM AND METHOD FOR PRESCRIBING CUSTOMIZED DIGITAL CONTENT AND FACILITATING FORMATION OF BEHAVIORAL HABITS | Mamt Co.,Ltd. | SOREY, ROBERT A | 3682 | §101§103 | Non-Final OA | — | Pending | Dec 12, 2024 |
| 18972879 | AI-BASED PRODUCT SURFACE INSPECTING APPARATUS AND METHOD | Inter X Co., Ltd. | DESIRE, GREGORY M | DP | Non-Final OA | — | Pending | Dec 07, 2024 | |
| 18972876 | AI-BASED APPARATUS AND METHOD FOR DETECTING A DEFECT OF A PRODUCT | Inter X Co., Ltd. | MAHROUKA, WASSIM | 3681 | §112DP | Non-Final OA | — | Pending | Dec 07, 2024 |
| 18972881 | AI-BASED PRODUCT SURFACE INSPECTING APPARATUS AND METHOD FOR ADJUSTING A NUMBER OF CONVOLUTION LAYERS | Inter X Co., Ltd. | LIEW, ALEX KOK SOON | 3687 | DP | Non-Final OA | — | Pending | Dec 07, 2024 |
| 18864556 | SMART MOTOR CONTROL CENTER WITH PREDICTIVE MAINTENANCE FUNCTION | Its Co., Ltd. | ISLAM, MUHAMMAD S | §103 | Non-Final OA | — | Pending | Dec 05, 2024 | |
| 18946115 | ELECTRONIC DEVICE FOR DISPLAYING SURROUNDING IMAGES OF VEHICLE IN SPLIT SCREEN AND OPERATING METHOD OF THE SAME | Thinkware Corporation | MOLNAR, SIDNEY LEIGH | 3656 | §102§103§112 | Final Rejection | 23d overdue | Pending | Nov 13, 2024 |
| 18945922 | DIGITAL REAR MIRROR FOR DETECTING BLIND-SPOT VEHICLE OR PARKING AREA BASED ON REAR IMAGE OF VEHICLE AND OPERATING METHOD OF THE SAME | Thinkware Corporation | OSTERHOUT, SHELLEY MARIE | 3669 | §102§103 | Non-Final OA | — | Pending | Nov 13, 2024 |
| 18927252 | METHOD OF PROVIDING INTEGRATED REPORT FOR ENTERPRISE HEALTHCARE DATA | Irm Inc. | LAGOY, KYRA RAND | 3685 | §101 | Final Rejection | 7d | Pending | Oct 25, 2024 |
| 18906359 | IMAGE PROCESSING SYSTEM FOR PROVIDING DIGITAL REAR VIEW MONITORING AND IMAGE RECORDING IN VEHICLE, AND ELECTRONIC DEVICES AND OPERATING METHODS OF THE SAME | Thinkware Corporation | TEKLE, DANIEL T | 2481 | §103 | Non-Final OA | — | Pending | Oct 04, 2024 |
| 18882780 | ELECTRONIC DEVICE FOR PERFORMING INTEGRATED MULTI-FUNCTIONS USING SINGLE REAR VIEW IMAGE OF VEHICLE, AND OPERATING METHOD OF THE SAME | Thinkware Corporation | EDWARDS, TYLER B | 2488 | §102§103 | Non-Final OA | 76d | Pending | Sep 12, 2024 |
| 18755769 | METHOD FOR MATCHING TEXT TO DESIGN AND DEVICE THEREFOR | Designovel | PERLMAN, DAVID S | 2673 | §102§103 | Non-Final OA | — | Pending | Jun 27, 2024 |
| 18645430 | ELECTRONIC DEVICE FOR IDENTIFYING EXTERNAL OBJECT BASED ON INPUTTING PARTIAL AREA OF IMAGE TO NEURAL NETWORK | Thinkware Corporation | SHAH, UTPAL D | 2668 | §103 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18640010 | APPARATUS AND METHOD FOR FORESTALLING AND PREVENTING GAIT FREEZING | Salted Co., Ltd. | MOON, MATTHEW RYAN | §102§112 | Non-Final OA | — | Pending | Apr 19, 2024 | |
| 18599231 | ACTUATOR FOR REFLECTOR | Jahwa Electronics Co., Ltd. | PICHLER, MARIN | 2872 | §102§103Other | Non-Final OA | 23d | Pending | Mar 08, 2024 |
| 18489903 | PREDICTION METHOD AND DEVICE USING A MACHINE LEARNING-BASED HYBRID MODEL | Impactive Ai.Inc | ADMASU, MAHLIET TASEW | 4100 | §101§103 | Non-Final OA | — | Pending | Oct 19, 2023 |
| 18260809 | Apparatus for Injecting Implant for Eye Disease | Microt Inc. | WILLSE, DAVID H | 3774 | §102§103 | Final Rejection | — | Pending | Jul 10, 2023 |
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