Prosecution Insights
Prosecution Insights
65 pending office actions • 39 art units • 61 examiners • 0 of 65 (0%) have an AI response strategy ready • 207 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 20 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. 20 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 | 22 (34%) |
| §103 only | 28 (43%) |
| §102 only | 3 (5%) |
| §112 only | 11 (17%) |
| No statute on record | 1 (2%) |
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 |
|---|---|---|---|
| HO, THOMAS Y | 2 | 16.0% | +30.4% |
| MAUNI, HUMAIRA ZAHIN | 2 | 45.5% | +58.1% |
| WASAFF, JOHN S. | 2 | 33.4% | +44.4% |
| BOROWSKI, MICHAEL | 2 | 27.3% | +54.5% |
| NGUYEN, NGA B | 1 | 53.3% | +25.2% |
| YU, ARIEL J | 1 | 40.4% | +27.3% |
| DETWEILER, JAMES M | 1 | 38.9% | +43.2% |
| PECHE, JORGE O | 1 | 80.5% | +16.8% |
| KIRK, BRYAN J | 1 | 33.3% | +43.3% |
| GILLS, KURTIS | 1 | 57.8% | +28.8% |
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 |
|---|---|---|---|
| 19079868 | METHOD AND SYSTEM FOR ADAPTIVE TASK AND MOTION PLANNING (ATAMP) FOR PERFORMING OBJECT-INVARIANT STACKING OPERATIONS | PECHE, JORGE O | — |
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 |
|---|---|---|---|
| 17663240 | METHOD AND SYSTEM FOR EXPLAINABLE MACHINE LEARNING USING DATA AND PROXY MODEL BASED HYBRID APPROACH | RIFKIN, BEN M | 140d overdue |
| 17822722 | METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS | RUSS, COREY V | 138d overdue |
| 18145534 | METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION | BOROWSKI, MICHAEL | 89d overdue |
| 17376663 | MANAGING DYNAMICALLY ADAPTIVE SUPPLY NETWORK AND SYSTEM THEREFOR | MUNSON, PATRICIA H | 78d overdue |
| 18934358 | SYSTEMS AND METHODS FOR EVALUATING SUSTAINABILITY OF A FOOD SUPPLY CHAIN NETWORK USING DIGITAL TWIN | HATCHER, DEIRDRE D | 46d overdue |
| 18181376 | RETAIL SPACE PLANNING THROUGH PATTERN RECOGNITION | CHEIN, ALLEN C | 9d |
| 18134097 | SYSTEMS AND METHODS FOR DATA EXPLORATION ANALYSIS BASED CONVENANTS CATEGORIZATION AND RECOMMENDATION THEREOF | MUSTAFA, MOHAMMED H | 15d |
| 18659085 | METHOD AND SYSTEM FOR MICRO-ACTIVITY IDENTIFICATION | HO, THOMAS Y | 21d |
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 |
|---|---|---|---|
| 18145534 | METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION | BOROWSKI, MICHAEL | 89d overdue |
| 18659085 | METHOD AND SYSTEM FOR MICRO-ACTIVITY IDENTIFICATION | HO, THOMAS Y | 21d |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 28d |
| 19085526 | TOKENIZATION OF SUSTAINABILITY DEVELOPMENT GOALS (SDGs) BASED FARM SUSTAINABILITY INDICES AND CERTIFICATES | NGUYEN, NGA B | — |
| 19083574 | SYSTEM AND METHOD FOR CREATING NON-FUNGIBLE TOKEN BASED DYNAMIC DECENTRALIZED NETWORK FOR WAREHOUSE COMMODITY MANAGEMENT | YU, ARIEL J | — |
| 19084077 | PERSONALIZED PROMOTION OFFER GENERATION BY UNDERSTANDING CUSTOMER BUYING INTENT TO MAXIMIZE RETURN ON INVESTMENT | DETWEILER, JAMES M | — |
| 19079868 | METHOD AND SYSTEM FOR ADAPTIVE TASK AND MOTION PLANNING (ATAMP) FOR PERFORMING OBJECT-INVARIANT STACKING OPERATIONS | PECHE, JORGE O | — |
| 19058356 | OPTIMAL ROUTE PLANNING AND VEHICLE CAPACITY UTILIZATION WITH MANAGEMENT OF INCOMPATIBLE COMMODITIES IN LOGISTICS | KIRK, BRYAN J | — |
| Art Unit | Apps |
|---|---|
| 3624 | 7 |
| 3628 | 3 |
| 3629 | 3 |
| 2123 | 3 |
| 3692 | 2 |
| 3627 | 2 |
| 3621 | 1 |
| 3656 | 1 |
| 3688 | 1 |
| 3798 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19085526 | TOKENIZATION OF SUSTAINABILITY DEVELOPMENT GOALS (SDGs) BASED FARM SUSTAINABILITY INDICES AND CERTIFICATES | NGUYEN, NGA B | — | §101 | Non-Final OA | — | Pending | Mar 20, 2025 |
| 19083574 | SYSTEM AND METHOD FOR CREATING NON-FUNGIBLE TOKEN BASED DYNAMIC DECENTRALIZED NETWORK FOR WAREHOUSE COMMODITY MANAGEMENT | YU, ARIEL J | — | §102 | Non-Final OA | — | Pending | Mar 19, 2025 |
| 19084077 | PERSONALIZED PROMOTION OFFER GENERATION BY UNDERSTANDING CUSTOMER BUYING INTENT TO MAXIMIZE RETURN ON INVESTMENT | DETWEILER, JAMES M | 3621 | §112 | Final Rejection | — | Pending | Mar 19, 2025 |
| 19079868 | METHOD AND SYSTEM FOR ADAPTIVE TASK AND MOTION PLANNING (ATAMP) FOR PERFORMING OBJECT-INVARIANT STACKING OPERATIONS | PECHE, JORGE O | 3656 | §112 | Non-Final OA | — | Pending | Mar 14, 2025 |
| 19058356 | OPTIMAL ROUTE PLANNING AND VEHICLE CAPACITY UTILIZATION WITH MANAGEMENT OF INCOMPATIBLE COMMODITIES IN LOGISTICS | KIRK, BRYAN J | 3628 | §101 | Final Rejection | — | Pending | Feb 20, 2025 |
| 19032728 | STOCHASTIC MINPLUS WITH STATE (SMS) AGENT-BASED APPROACH FOR INLINE RECOVERY OF AIRLINE OPERATIONS | GILLS, KURTIS | 3624 | §103 | Non-Final OA | — | Pending | Jan 21, 2025 |
| 19008134 | METHOD AND SYSTEM FOR RECOMMENDATION OF ANCILLARY BUNDLE OFFERS FOR SEGMENTED CUSTOMERS | CIVAN, ETHAN D | 3688 | §103 | Non-Final OA | — | Pending | Jan 02, 2025 |
| 18986927 | METHOD AND SYSTEM FOR MULTIMODAL IMAGE SUPER-RESOLUTION USING CONVOLUTIONAL DICTIONARY LEARNING | SHENG, XIN | — | §103 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18962906 | ESTIMATING WILLINGNESS-TO-PAY DISTRIBUTIONS FROM BUNDLED AND UNBUNDLED SALES DATA USING GAMMA MIXTURE DENSITY NETWORKS | JOSEPH, TONYA S | 3628 | §101 | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18960511 | DYNAMIC ALGO CONTAINER FRAMEWORK | PUJOLS-CRUZ, MARJORIE | 3624 | §103 | Final Rejection | — | Pending | Nov 26, 2024 |
| 18953978 | METHOD AND SYSTEM FOR SOURCE LOCALIZATION OF ATRIAL FIBRILLATION | FRITH, SEAN A | 3798 | §112 | Non-Final OA | — | Pending | Nov 20, 2024 |
| 18952793 | ALCOHOL INTOXICATION STATE DETECTION USING A WEARABLE DEVICE AND A MOBILE DEVICE | LAU, HOI CHING | 2689 | §101 | Non-Final OA | 57d | Pending | Nov 19, 2024 |
| 18934358 | SYSTEMS AND METHODS FOR EVALUATING SUSTAINABILITY OF A FOOD SUPPLY CHAIN NETWORK USING DIGITAL TWIN | HATCHER, DEIRDRE D | 3625 | §101 | Final Rejection | 46d overdue | Pending | Nov 01, 2024 |
| 18928530 | SYSTEMS AND METHODS FOR HYPERSPECTRAL IMAGE PROCESSING IN REMOTE SENSING USING REFLEXIVITY BASED APPROXIMATE COMPUTING | ALLEN, LUCIUS CAMERON GREE | — | §112 | Non-Final OA | — | Pending | Oct 28, 2024 |
| 18824640 | METHOD AND SYSTEM FOR MICROWAVE IMAGING WITH MULTIPLE-INPUT AND MULTIPLE-OUTPUT (MIMO) SYNTHETIC APERTURE RADAR (SAR) | LI, YONGHONG | — | §103 | Non-Final OA | — | Pending | Sep 04, 2024 |
| 18793088 | LEVERAGING BLOCKCHAIN AND CONDITIONAL HOMOMORPHIC PROXY RE-ENCRYPTION FOR ENHANCED TRANSACTION PRIVACY AND AUDITING | JIMENEZ, JUSTIN ABEL | 3697 | §103 | Non-Final OA | 26d | Pending | Aug 02, 2024 |
| 18766333 | METHODS AND SYSTEMS FOR AUTOMATED GENERATION OF CLINICAL TRIAL DOCUMENTS | RAPILLO, KRISTINE K | 3682 | §101 | Final Rejection | — | Pending | Jul 08, 2024 |
| 18764020 | SYSTEM AND METHOD FOR LARGE LANGUAGE MODEL BASED AUTOMATED TEST INPUT GENERATION FOR WEB APPLICATIONS | NGUYEN, MONGBAO | — | §103 | Non-Final OA | — | Pending | Jul 03, 2024 |
| 18760411 | METHODS AND SYSTEMS FOR REAL-TIME VOLTAGE STABILIZATION OF ELECTRICAL DISTRIBUTION NETWORKS WITH NON-LINEAR POWER FLOWS | XU, PETER | — | §103 | Non-Final OA | — | Pending | Jul 01, 2024 |
| 18760954 | METHOD AND SYSTEM FOR MANUFACTURER AND TYPE IDENTIFICATION OF A MEDICAL IMPLANT | ISLAM, MEHRAZUL NMN | 2662 | §103 | Non-Final OA | — | Pending | Jul 01, 2024 |
| 18659085 | METHOD AND SYSTEM FOR MICRO-ACTIVITY IDENTIFICATION | HO, THOMAS Y | 3624 | §103 | Non-Final OA | 21d | Pending | May 09, 2024 |
| 18604817 | UNMANNED AERIAL VEHICLE (UAV) PROPELLED AUTONOMOUS MULTIPLANE CLEANING SYSTEM (UPAMCS) | KARLS, SHAY LYNN | 3723 | §112 | Non-Final OA | — | Pending | Mar 14, 2024 |
| 18596737 | METHOD AND SYSTEM OF CONSTRUCTING REFACTORING PATH FOR ON-PREMISES APPLICATION MIGRATION TO CLOUD | GHAFFARI, ABU Z | — | — | Non-Final OA | — | Pending | Mar 06, 2024 |
| 18592087 | CONTROL AND OPTIMIZATION OF CONTINUOUS CHROMATOGRAPHY PROCESS | KAY, DOUGLAS | — | §101 | Non-Final OA | — | Pending | Feb 29, 2024 |
| 18414297 | INTER-BANK TRANSACTION WITH PRIVACY ENABLED AUDITING AND PRIVACY ENABLED INTER-BANK SETTLEMENTS IN BLOCKCHAIN NETWORK | ABDULLAEV, AMANULLA | 3692 | §101 | Final Rejection | 75d | Pending | Jan 16, 2024 |
| 18401030 | METHOD AND SYSTEM TO CLASSIFY NEWS SNIPPETS INTO CATEGORIES USING AN ENSEMBLE OF MACHINE LEARNING MODELS | MCINTOSH, ANDREW T | — | §103 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18393358 | METHOD AND SYSTEM FOR DETERMINING CARDIAC ABNORMALITIES USING CHAOS-BASED CLASSIFICATION MODEL FROM MULTI-LEAD ECG | WELCH, WILLOW GRACE | 3792 | §112 | Final Rejection | 60d overdue | Pending | Dec 21, 2023 |
| 18390367 | METHOD AND SYSTEM FOR ESTIMATION OF COVER CROP DURATION AND INTEGRATED COVER CROP INDEX (ICCI) | MOLNAR, HUNTER A | 3628 | §101 | Non-Final OA | — | Pending | Dec 20, 2023 |
| 18544645 | RECOMMENDING SENSORS FOR AN APPLICATION USING ELEMENTS OF SERVICE-ORIENTED-ARCHITECTURE AND DESIGN (SOAD) | MAUNI, HUMAIRA ZAHIN | — | §103 | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18535204 | ELECTRICALLY HEATED GAS MIXTURE MEDIATED FOSSIL FUEL FREE INDUSTRIAL PLANT PROCESSES | WOLFORD, KURT JOSEPH | 1731 | §112 | Non-Final OA | — | Pending | Dec 11, 2023 |
| 18530300 | SYSTEM AND METHOD FOR AUTO REPAIRING VULNERABLE CODE PROGRAM FRAGMENTS OF A SOFTWARE | SHAW, PETER C | 2493 | §103 | Final Rejection | 9d overdue | Pending | Dec 06, 2023 |
| 18385566 | METHOD AND SYSTEM FOR DYNAMIC ITEM GENERATION BY GENERATOR FUNCTION FOR ASSESSMENT IN CANDIDATE CONSOLE | SAINT-VIL, EDDY | 3715 | §101 | Final Rejection | — | Pending | Oct 31, 2023 |
| 18385581 | METHOD AND SYSTEM TO CALCULATE NET CARBON SEQUESTRATION FOR AGRICULTURE USING REMOTE SENSING DATA | PERLMAN, DAVID S | 2673 | §103 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18374275 | METHOD AND SYSTEM FOR ELECTRIC VEHICLE (EV) FLEET CHARGING | LABAZE, EDWYN | — | §102 | Non-Final OA | — | Pending | Sep 28, 2023 |
| 18372217 | SYSTEMS AND METHODS FOR ANALYSING SOFTWARE PRODUCTS | WASAFF, JOHN S. | 3629 | §103 | Non-Final OA | — | Pending | Sep 25, 2023 |
| 18473895 | SYSTEMS AND METHODS FOR ANALYSING SOFTWARE PRODUCTS | WASAFF, JOHN S. | 3629 | §103 | Non-Final OA | — | Pending | Sep 25, 2023 |
| 18472668 | METHOD AND SYSTEM FOR GENERATING TABULAR SYNTHETIC DATA | DIEP, DUY T | 2123 | §103 | Non-Final OA | — | Pending | Sep 22, 2023 |
| 18462782 | SYSTEMS AND METHODS FOR MONITORING AND MANAGING FARM VERSIONS AND MEASURING PORTABILITY TO TARGET FARMS | HO, THOMAS Y | 3624 | §102 | Non-Final OA | — | Pending | Sep 07, 2023 |
| 18354093 | METHOD AND SYSTEM FOR JOINTLY PRUNING AND HARDWARE ACCELERATION OF PRE-TRAINED DEEP LEARNING MODELS | HOOVER, BRENT JOHNSTON | 2127 | §103 | Non-Final OA | 42d | Pending | Jul 18, 2023 |
| 18332552 | ESTIMATING BLOOD PRESSURE OF A SUBJECT USING AN ECG DRIVEN CARDIOVASCULAR MODEL | AGAHI, PUYA | 3791 | §101 | Non-Final OA | — | Pending | Jun 09, 2023 |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 3624 | §101 | Non-Final OA | 28d | Pending | May 24, 2023 |
| 18323182 | SYSTEMS AND METHODS FOR GENERATING OPTIMAL INTRADAY BIDS AND OPERATING SCHEDULES FOR DISTRIBUTED ENERGY RESOURCES | TURK, BROCK E | 3692 | §101 | Final Rejection | — | Pending | May 24, 2023 |
| 18318380 | METHOD AND SYSTEM FOR ADVERSARIAL MULTI-ARCHITECTURE BASED DELAY PREDICTION IN SCHEDULED TRANSPORTATION NETWORKS | RYLANDER, BART I | 2124 | §103 | Non-Final OA | 62d | Pending | May 16, 2023 |
| 18134097 | SYSTEMS AND METHODS FOR DATA EXPLORATION ANALYSIS BASED CONVENANTS CATEGORIZATION AND RECOMMENDATION THEREOF | MUSTAFA, MOHAMMED H | 3693 | §101 | Final Rejection | 15d | Pending | Apr 13, 2023 |
| 18122345 | GENERATING CONTEXTUAL ADVISORY FOR XaaS BY CAPTURING USER-INCLINATION AND NAVIGATING USER THROUGH COMPLEX INTERDEPENDENT DECISIONS | GALVIN-SIEBENALER, PAUL MICHAEL | 2147 | §103 | Final Rejection | — | Pending | Mar 16, 2023 |
| 18181376 | RETAIL SPACE PLANNING THROUGH PATTERN RECOGNITION | CHEIN, ALLEN C | 3627 | §101 | Final Rejection | 9d | Pending | Mar 09, 2023 |
| 18177601 | AUTOMATED CREATION OF TINY DEEP LEARNING MODELS BASED ON MULTI-OBJECTIVE REWARD FUNCTION | MAUNI, HUMAIRA ZAHIN | 2141 | §103 | Non-Final OA | — | Pending | Mar 02, 2023 |
| 18151548 | METHOD AND SYSTEM TO ESTIMATE PERFORMANCE OF SESSION BASED RECOMMENDATION MODEL LAYERS ON FPGA | VAUGHN, RYAN C | 2125 | §112 | Non-Final OA | — | Pending | Jan 09, 2023 |
| 18146885 | SYSTEMS AND METHODS FOR PREDICTING AND OPTIMIZING PERFORMANCE OF GAS TURBINES | DUGER, JASON H | 3741 | §112 | Non-Final OA | — | Pending | Dec 27, 2022 |
| 18145534 | METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION | BOROWSKI, MICHAEL | 3624 | §101 | Final Rejection | 89d overdue | Pending | Dec 22, 2022 |
| 17994580 | SYSTEM AND METHOD FOR GENERATING MIXED VARIABLE TYPE MULTIVARIATE TEMPORAL SYNTHETIC DATA | RODEN, DONALD THOMAS | 2128 | §103 | Final Rejection | — | Pending | Nov 28, 2022 |
| 17970886 | METHOD AND SYSTEM FOR ATTENTIVE ONE SHOT META IMITATION LEARNING FROM VISUAL DEMONSTRATION | HAN, KYU HYUNG | 2123 | §103 | Non-Final OA | 72d | Pending | Oct 21, 2022 |
| 18048055 | METHOD AND SYSTEM FOR SPECTRUM MATCHING FOR HYPERSPECTRAL AND MULTISPECTRAL DATA | LEE, SANGKYUNG | 2858 | §101 | Final Rejection | 28d | Pending | Oct 20, 2022 |
| 18045519 | SYSTEMS AND METHODS FOR RULES-BASED MAPPING OF ANSWER SCRIPTS TO MARKERS | SHAIKH, ZEESHAN MAHMOOD | 2658 | §101 | Final Rejection | — | Pending | Oct 11, 2022 |
| 17822722 | METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS | RUSS, COREY V | 3629 | §101 | Non-Final OA | 138d overdue | Pending | Aug 26, 2022 |
| 17806047 | GENERATING MOLECULAR DYNAMICS POTENTIALS AND SIMULATING THEREOF FOR PREDICTING PROPERTIES OF MULTI-ELEMENT ALLOY STRUCTURES | KIM, EUNHEE | 2188 | §103 | Final Rejection | — | Pending | Jun 08, 2022 |
| 17663240 | METHOD AND SYSTEM FOR EXPLAINABLE MACHINE LEARNING USING DATA AND PROXY MODEL BASED HYBRID APPROACH | RIFKIN, BEN M | 2123 | §101 | Non-Final OA | 140d overdue | Pending | May 13, 2022 |
| 17634903 | SYSTEM AND METHOD FOR ASSESSING THE RISK OF PREDIABETES | KRIANGCHAIVECH, KETTIP | 1686 | §103 | Final Rejection | — | Pending | Feb 11, 2022 |
| 17634949 | SYSTEM AND METHOD FOR ASSESSING THE RISK OF COLORECTAL CANCER | FONSECA LOPEZ, FRANCINI ALVARENGA | 1685 | §103 | Final Rejection | — | Pending | Feb 11, 2022 |
| 17596186 | SYSTEM AND METHOD FOR COMBATING MYCOBACTERIUM TUBERCULOSIS INFECTIONS | KONOPKA, CATHERINE ANNE | 1635 | §112 | Non-Final OA | — | Pending | Dec 03, 2021 |
| 17494868 | METHODS AND SYSTEMS FOR ENSURING ON-TIME DELIVERY (OTD) OF PRODUCT | SALMAN, AVIA ABDULSATTAR | 3627 | §101 | Non-Final OA | — | Pending | Oct 06, 2021 |
| 17472315 | ENSEMBLE GENERATIVE ADVERSARIAL NETWORK BASED SIMULATION OF CARDIOVASCULAR DISEASE SPECIFIC BIOMEDICAL SIGNALS | ANDERSON-FEARS, KEENAN NEIL | 1687 | §103 | Final Rejection | 57d | Pending | Sep 10, 2021 |
| 17376663 | MANAGING DYNAMICALLY ADAPTIVE SUPPLY NETWORK AND SYSTEM THEREFOR | MUNSON, PATRICIA H | 3624 | §101 | Final Rejection | 78d overdue | Pending | Jul 15, 2021 |
| 17348455 | METHOD AND SYSTEM FOR IDENTIFYING PREDICTABLE FIELDS IN AN APPLICATION FOR MACHINE LEARNING | JONES, CHARLES JEFFREY | 2122 | §103 | Final Rejection | 46d overdue | Pending | Jun 15, 2021 |
| 16809260 | SYSTEM AND METHOD FOR MANAGING RIPENING CONDITIONS OF CLIMACTERIC FRUITS | AXTELL, ASHLEY | 1792 | §112 | Non-Final OA | — | Pending | Mar 04, 2020 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial