Prosecution Insights
Prosecution Insights
50 pending office actions • 38 art units • 50 examiners • 0 of 50 (0%) have an AI response strategy ready • 79 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 16 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. 16 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 | 3 (6%) |
| §103 only | 21 (42%) |
| §102 only | 1 (2%) |
| §112 only | 1 (2%) |
| Double-patenting + other | 3 (6%) |
| Multi-statute (no §101) | 21 (42%) |
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 |
|---|---|---|---|
| BEATTY, TY MITCHELL | 1 | 68.8% | +46.3% |
| ROJAS CADIMA, OMAR | 1 | 71.6% | +15.0% |
| ALAM, MUSHFIKH I | 1 | 58.1% | +38.1% |
| KESSIE, DANIEL | 1 | 62.0% | +24.1% |
| HOLLY, LEE A | 1 | 74.9% | +6.2% |
| TRINH, MINH N | 1 | 85.7% | +10.1% |
| WEBER, TAMARA L | 1 | 87.1% | +12.1% |
| DAVIS, JERROD I | 1 | 86.9% | +10.6% |
| CIGNA, JACOB JAMES | 1 | 63.6% | +32.5% |
| MUNION, JAMES E | 1 | 76.0% | +24.1% |
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 |
|---|---|---|---|
| 19116967 | GENERATING LANE SEGMENTS USING EMBEDDINGS FOR AUTONOMOUS VEHICLE NAVIGATION | WEBER, TAMARA L | — |
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 |
|---|---|---|---|
| 18684613 | DETECTED OBJECT PATH PREDICTION FOR VISION-BASED SYSTEMS | CARTER, AARON W | 19d overdue |
| 18441347 | MOLDED/BACK-INJECTED TRIM PANELS | PLESZCZYNSKA, JOANNA | 9d |
| 18560325 | ELECTRONIC ASSEMBLIES WITH THERMAL INTERFACE STRUCTURE | SALAZ, SAMMANTHA KATELYN | 28d |
| 19185709 | SYSTEM AND METHODS FOR MANUFACTURING A DRY ELECTRODE | TRINH, MINH N | 36d |
| 18427600 | VEHICLE WITH EXOSKELETON | WEISBERG, AMY REGINA | 71d |
| 18701797 | PSEUDONYMOUS LOGGING AND DIRECTIVES | TAN, OLIVER E | 72d |
| 18980830 | ANGLE-DETECTING DOOR HANDLE ASSEMBLY | LUGO, CARLOS | 86d |
| 19148086 | DUAL FUNCTION MAP LIGHT | ROJAS CADIMA, OMAR | — |
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 |
|---|---|---|---|
| 19185709 | SYSTEM AND METHODS FOR MANUFACTURING A DRY ELECTRODE | TRINH, MINH N | 36d |
| 19355465 | VISION-BASED MACHINE LEARNING MODEL FOR AUTONOMOUS DRIVING WITH ADJUSTABLE VIRTUAL CAMERA | BEATTY, TY MITCHELL | — |
| 19148086 | DUAL FUNCTION MAP LIGHT | ROJAS CADIMA, OMAR | — |
| 19259524 | MACHINE LEARNING MODELS OPERATING AT DIFFERENT FREQUENCIES FOR AUTONOMOUS VEHICLES | ALAM, MUSHFIKH I | — |
| 19248879 | HYBRID TRACTION INVERTERS FOR ELECTRIC TRACTION MOTORS | KESSIE, DANIEL | — |
| 19116967 | GENERATING LANE SEGMENTS USING EMBEDDINGS FOR AUTONOMOUS VEHICLE NAVIGATION | WEBER, TAMARA L | — |
| 19113893 | SYSTEMS AND METHODS FOR A ROBOT KNEE JOINT ASSEMBLY | DAVIS, JERROD I | — |
| 19080285 | METAL FORMING PROCESS FOR AUTOMOTIVE PANELS | CIGNA, JACOB JAMES | — |
| Art Unit | Apps |
|---|---|
| 2663 | 2 |
| 2875 | 2 |
| 3726 | 2 |
| 3667 | 2 |
| 1784 | 2 |
| 1723 | 2 |
| 2836 | 1 |
| 3729 | 1 |
| 3656 | 1 |
| 2688 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19355465 | VISION-BASED MACHINE LEARNING MODEL FOR AUTONOMOUS DRIVING WITH ADJUSTABLE VIRTUAL CAMERA | BEATTY, TY MITCHELL | 2663 | §103DP | Non-Final OA | — | Pending | Oct 10, 2025 |
| 19148086 | DUAL FUNCTION MAP LIGHT | ROJAS CADIMA, OMAR | 2875 | §102§103 | Non-Final OA | — | Pending | Jul 15, 2025 |
| 19259524 | MACHINE LEARNING MODELS OPERATING AT DIFFERENT FREQUENCIES FOR AUTONOMOUS VEHICLES | ALAM, MUSHFIKH I | — | §102§103Other | Non-Final OA | — | Pending | Jul 03, 2025 |
| 19248879 | HYBRID TRACTION INVERTERS FOR ELECTRIC TRACTION MOTORS | KESSIE, DANIEL | 2836 | §103 | Non-Final OA | — | Pending | Jun 25, 2025 |
| 19227384 | AUTOMATED EXTERIOR VEHICLE PART ASSEMBLY USING GLOBAL DATUM | HOLLY, LEE A | 3726 | §102§103 | Final Rejection | — | Pending | Jun 03, 2025 |
| 19185709 | SYSTEM AND METHODS FOR MANUFACTURING A DRY ELECTRODE | TRINH, MINH N | 3729 | §102§103§112 | Final Rejection | 36d | Pending | Apr 22, 2025 |
| 19116967 | GENERATING LANE SEGMENTS USING EMBEDDINGS FOR AUTONOMOUS VEHICLE NAVIGATION | WEBER, TAMARA L | 3667 | §103 | Non-Final OA | — | Pending | Mar 28, 2025 |
| 19113893 | SYSTEMS AND METHODS FOR A ROBOT KNEE JOINT ASSEMBLY | DAVIS, JERROD I | 3656 | §102§103§112 | Non-Final OA | — | Pending | Mar 20, 2025 |
| 19080285 | METAL FORMING PROCESS FOR AUTOMOTIVE PANELS | CIGNA, JACOB JAMES | 3726 | §103§112 | Non-Final OA | — | Pending | Mar 14, 2025 |
| 19075490 | ARTIFICIAL INTELLIGENCE MODELING TECHNIQUES FOR VISION-BASED HIGH-FIDELITY OCCUPANCY DETERMINATION AND ASSISTED PARKING APPLICATIONS | MUNION, JAMES E | 2688 | §103 | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19109486 | LOCKING DIFFERENTIAL | KNIGHT, DEREK DOUGLAS | 3655 | §102§103 | Non-Final OA | — | Pending | Mar 06, 2025 |
| 19044192 | COMPUTATIONAL ARRAY MICROPROCESSOR SYSTEM USING NON-CONSECUTIVE DATA FORMATTING | SPANN, COURTNEY P | 2183 | §103§112DP | Non-Final OA | — | Pending | Feb 03, 2025 |
| 18980830 | ANGLE-DETECTING DOOR HANDLE ASSEMBLY | LUGO, CARLOS | 3675 | §102§103§112 | Non-Final OA | 86d | Pending | Dec 13, 2024 |
| 18975958 | DYNAMIC TORQUE VISUALIZATION SYSTEM | MIRZA, ADNAN M | 3667 | §101§103 | Final Rejection | — | Pending | Dec 10, 2024 |
| 18867357 | SYSTEMS AND METHODS FOR LABELING IMAGES FOR TRAINING MACHINE LEARNING MODEL | BLACKSTEN, SYDNEY LYNN | — | §103 | Non-Final OA | — | Pending | Nov 19, 2024 |
| 18941837 | AUTONOMOUS AND USER CONTROLLED VEHICLE SUMMON TO A TARGET | REDA, MATTHEW J | 3665 | §102§103DP | Final Rejection | 26d overdue | Pending | Nov 08, 2024 |
| 18918726 | LOW-PROFILE RATTLE MITIGATION TRIM CLIP | UPCHURCH, DAVID M | 3677 | §102§103 | Non-Final OA | — | Pending | Oct 17, 2024 |
| 18886803 | SYSTEM AND METHOD FOR ADAPTING A NEURAL NETWORK MODEL ON A HARDWARE PLATFORM | BALI, VIKKRAM | 2663 | §103 | Non-Final OA | — | Pending | Sep 16, 2024 |
| 18813936 | HOLOGRAPHIC DECORATED GLASS FOR SCREEN COLOR MATCHING | DABBI, JYOTSNA V | — | §102§103Other | Non-Final OA | — | Pending | Aug 23, 2024 |
| 18840410 | CONTROLLING ENVIRONMENTAL CONDITIONS IN ENCLOSED SPACES | CHORBAJI, MONZER R | — | §101§102 | Non-Final OA | — | Pending | Aug 21, 2024 |
| 18727867 | METHODS OF ELECTRONIC SYSTEM ASSEMBLY WITH THERMAL INTERFACE PAD AND RELATED ASSEMBLIES | TAN, DAVE | — | §103 | Non-Final OA | — | Pending | Jul 10, 2024 |
| 18726365 | CURABLE ELECTRICAL JOINT COMPOSITION | COLLISTER, ELIZABETH A | 1784 | §103 | Final Rejection | — | Pending | Jul 02, 2024 |
| 18724101 | ANTI-REFLECTIVE MULTI-LAYER SYSTEMS | NGUYEN, THONG Q | 2872 | §102§103 | Non-Final OA | — | Pending | Jun 25, 2024 |
| 18746002 | CLIP SEARCH WITH MULTIMODAL QUERIES | UDDIN, MOHAMMED R | 2161 | §103 | Final Rejection | 4d overdue | Pending | Jun 17, 2024 |
| 18717403 | MOTOR AND GEARBOX FLUID FORMULATIONS AND USES THEREOF | GRAHAM, CHANTEL LORAN | 1771 | §103 | Non-Final OA | 41d | Pending | Jun 06, 2024 |
| 18717149 | AUTOMATIC CHILD SEAT ATTACHMENT SYSTEM | GABLER, PHILIP F | 3636 | §102§103 | Final Rejection | — | Pending | Jun 06, 2024 |
| 18661363 | BEARING BLOCK ASSEMBLY FOR CALENDER ROLLERS, SYSTEMS AND METHODS THEREOF | KIM, BOBBY YEONJIN | 3725 | §112 | Non-Final OA | — | Pending | May 10, 2024 |
| 18708416 | MULTI-LAYER DISPLAY ELEMENT FOR SELECTIVE DISPLAY | KRYUKOVA, ERIN | 2875 | §103§112 | Final Rejection | — | Pending | May 08, 2024 |
| 18646299 | AUTOMOTIVE GLAZING FOR IMPROVED IMAGE CLARITY | FERGUSON, LAWRENCE D | 1781 | §103 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18703911 | COOLED BUSBAR FOR ELECTRIC POWER DISTRIBUTION | MAYO III, WILLIAM H | 2841 | §103 | Final Rejection | 26d overdue | Pending | Apr 23, 2024 |
| 18701843 | VEHICLE PROGNOSTICS UTILIZING PSUEDONYMOUS LOGGING AND DIRECTIVES | COBB, MATTHEW | 3661 | §103 | Final Rejection | — | Pending | Apr 16, 2024 |
| 18701797 | PSEUDONYMOUS LOGGING AND DIRECTIVES | TAN, OLIVER E | 3669 | §101§103 | Final Rejection | 72d | Pending | Apr 16, 2024 |
| 18684550 | MACHINE LEARNING MODEL FOR PREDICTING DRIVING EVENTS | POINT, RUFUS C | 2689 | §103 | Non-Final OA | — | Pending | Feb 16, 2024 |
| 18684613 | DETECTED OBJECT PATH PREDICTION FOR VISION-BASED SYSTEMS | CARTER, AARON W | 2661 | §103§112 | Non-Final OA | 19d overdue | Pending | Feb 16, 2024 |
| 18441347 | MOLDED/BACK-INJECTED TRIM PANELS | PLESZCZYNSKA, JOANNA | 1783 | §102§103 | Final Rejection | 9d | Pending | Feb 14, 2024 |
| 18683335 | ELECTRONIC ASSEMBLIES WITH INTERPOSER ASSEMBLY | ZHU, SHENG-BAI | 2897 | §103 | Final Rejection | 3d overdue | Pending | Feb 13, 2024 |
| 18427600 | VEHICLE WITH EXOSKELETON | WEISBERG, AMY REGINA | 3612 | §103§112 | Non-Final OA | 71d | Pending | Jan 30, 2024 |
| 18408799 | SYSTEMS AND METHODS FOR DYNAMIC AND CONTINUOUS PHASE ADJUSTMENT USING STRAIN-WAVE GEARING FOR POWER TRANSMISSION SHAFTS | BROWN, JOSEPH HENRY | 3618 | §103 | Non-Final OA | — | Pending | Jan 10, 2024 |
| 18577980 | ALUMINUM ALLOYS FOR BRAZABLE CASTING | SCHLEIS, DANIEL J | 1784 | §103 | Non-Final OA | — | Pending | Jan 09, 2024 |
| 18576230 | ELECTRONIC ASSEMBLIES AND METHODS OF MANUFACTURING THE SAME | MANDALA, VICTOR A | 2899 | §102§103 | Non-Final OA | — | Pending | Jan 03, 2024 |
| 18544323 | PHOTOVOLTAIC ROOFING TILE BASE | HIJAZ, OMAR F | 3635 | §103 | Final Rejection | 22d | Pending | Dec 18, 2023 |
| 18560325 | ELECTRONIC ASSEMBLIES WITH THERMAL INTERFACE STRUCTURE | SALAZ, SAMMANTHA KATELYN | 2892 | §102§103 | Non-Final OA | 28d | Pending | Nov 10, 2023 |
| 18285640 | CHARGING SYSTEM WITH COOLING SYSTEM | GUDORF, LAURA A | — | §103 | Non-Final OA | — | Pending | Oct 04, 2023 |
| 18548433 | WAFER ALIGNMENT STRUCTURE | SIPLING, KENNETH MARK | 2818 | §102§103 | Non-Final OA | — | Pending | Aug 30, 2023 |
| 18321550 | VISION-BASED SYSTEM WITH THRESHOLDING FOR OBJECT DETECTION | DANG, HUNG Q | 2484 | §103 | Final Rejection | 16d | Pending | May 22, 2023 |
| 17923204 | PERMANENT MAGNET MOTOR WITH WRAPPING | ANDREWS, MICHAEL | 2834 | §103 | Final Rejection | 1d overdue | Pending | Nov 03, 2022 |
| 17758864 | DIE CAST ALUMINUM ALLOYS FOR STRUCTURAL COMPONENTS | MORILLO, JANELL COMBS | 1733 | §103 | Final Rejection | — | Pending | Jul 14, 2022 |
| 16770524 | VISCOSITY REDUCTION FOR IONIC LIQUID ELECTROLYTES | WYROUGH, PAUL CHRISTIAN ST | 1723 | §103§112 | Final Rejection | — | Pending | Jun 05, 2020 |
| 16742569 | PRELITHIATED MULTILAYER DRY ELECTRODE AND METHODS | KENLAW, GRACE A | 1723 | §103§112 | Non-Final OA | — | Pending | Jan 14, 2020 |
| 16184892 | COMPOSITIONS AND METHODS FOR ENERGY STORAGE DEVICES HAVING IMPROVED PERFORMANCE | BILLIET, AMANDA JUNE | 1729 | §102 | Non-Final OA | 22d overdue | Pending | Nov 08, 2018 |
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