Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
58 pending office actions • 27 clients • 56 examiners • 36 art units • 0 of 58 (0%) have an AI response strategy ready
Ahmann Kloke LLP is a patent law firm that focuses on Transportation, E-Commerce & Mechanical Systems, having handled 1108 career applications. The firm achieves a resolved allowance rate of 89.61 percent, demonstrating a capability in securing patent protection for mechanical and e-commerce innovations. This success rate is an indicator of their proficiency in these sectors.
The firm currently manages 46 pending office actions. Their prosecution history includes an average of 3.6 office actions per allowance. This figure suggests a persistent approach to examiner interaction, requiring the rounds of communication recorded in the data to reach the 89.61 percent allowance rate. For practitioners, the 3.6 average provides an expectation for the intensity of the prosecution cycle in Transportation, E-Commerce & Mechanical Systems.
With 1108 career applications, the firm has a foundation of experience in the industry. The 89.61 percent allowance rate and 3.6 office actions per allowance together paint a picture of a firm with a track record of success. These metrics, along with the 46 pending office actions, offer a view of the firm's performance.
Based on the USPTO statutory response window for each pending office action. 26 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. 26 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 | 7 (12%) |
| §101 + other | 12 (21%) |
| §103 only | 16 (28%) |
| §102 only | 3 (5%) |
| §112 only | 4 (7%) |
| Double-patenting only | 5 (9%) |
| Double-patenting + other | 2 (3%) |
| Multi-statute (no §101) | 8 (14%) |
| 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 |
|---|---|---|---|
| CRAWFORD, JACINTA M | 2 | 88.0% | +9.7% |
| XIAO, YUQING | 2 | 60.3% | +28.0% |
| SONNERS, SCOTT E | 1 | 69.1% | +12.2% |
| CHNG, JOY POH AI | 1 | 60.6% | +19.0% |
| CZEKAJ, DAVID J | 1 | 49.8% | -7.5% |
| MANSFIELD, THOMAS L | 1 | 51.0% | +32.9% |
| WILSON, NICHOLAS R | 1 | 87.4% | +11.3% |
| GRAY, RYAN M | 1 | 87.6% | +11.7% |
| MCDOWELL, JR, MAURICE L | 1 | 86.6% | +12.9% |
| CARROLL, JEREMY W | 1 | 74.8% | +12.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19440633 | SYSTEMS AND METHODS FOR GENERATING AND PRESENTING 3D AND OTHER REPRESENTATIONS AND ASSOCIATED DATA | CRAWFORD, JACINTA M | — |
| 19049849 | SIMULATION OF CLOUD DATA FOR MACHINE LEARNING TRAINING | GRAY, RYAN M | — |
| 19035533 | SYSTEM AND METHOD OF OBJECT DETECTION AND INTERACTIVE 3D MODELS | CRAWFORD, JACINTA M | — |
| 19030035 | PROCESSING AND/OR TRANSMITTING 3D DATA ASSOCIATED WITH A 3D MODEL OF AN INTERIOR ENVIRONMENT | MCDOWELL, JR, MAURICE 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 |
|---|---|---|---|
| 18153213 | SYSTEMS AND METHODS FOR PREDICTING TRIM DEVICES FOR VEGETATION MANAGEMENT | STEWART, CRYSTOL | 77d overdue |
| 17921928 | TREATMENT RECOMMENDATION | HANKS, BENJAMIN L | 71d overdue |
| 17490273 | Hyper Temporal Lidar with Multi-Channel Readout of Returns | NGUYEN, RACHEL NICOLE | 71d overdue |
| 18774754 | PATIENT HEALTH RECORD PORTAL GAMIFICATION | HIGGS, STELLA EUN | 60d overdue |
| 17811052 | CARD PROTECTIVE APPARATUS | KLAYMAN, AMIR ARIE | 60d overdue |
| 18540452 | SYSTEMS AND METHODS FOR DISPLAYING RENEWABLE ENERGY ASSET HEALTH RISK INFORMATION | TORRICO-LOPEZ, ALAN | 59d overdue |
| 18185682 | SYSTEMS AND METHODS FOR FORECASTING POWER GENERATED BY VARIABLE POWER GENERATION ASSETS | NORTON, JENNIFER L | 49d overdue |
| 15219172 | TOPOLOGICAL DATA ANALYSIS FOR IDENTIFICATION OF MARKET REGIMES FOR PREDICTION | JABLON, ASHER H. | 8d overdue |
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 |
|---|---|---|---|
| 17490260 | Hyper Temporal Lidar with Optimized Range-Based Detection Intervals | XIAO, YUQING | 56d |
| 19440638 | SYSTEMS AND METHODS FOR GENERATING AND PRESENTING 3D AND OTHER REPRESENTATIONS AND ASSOCIATED DATA | SONNERS, SCOTT E | — |
| 19242784 | PATIENT MONITORING AND CARE | CHNG, JOY POH AI | — |
| 19201891 | FORECASTING USING TOPOLOGICAL HIERARCHICAL DECOMPOSITION | MANSFIELD, THOMAS L | — |
| 19081905 | SYSTEMS AND METHODS FOR NAVIGATIONAL AND INFORMATIONAL ASSISTANCE FOR DIGITAL TWINS | WILSON, NICHOLAS R | — |
| 19049849 | SIMULATION OF CLOUD DATA FOR MACHINE LEARNING TRAINING | GRAY, RYAN M | — |
| 19030035 | PROCESSING AND/OR TRANSMITTING 3D DATA ASSOCIATED WITH A 3D MODEL OF AN INTERIOR ENVIRONMENT | MCDOWELL, JR, MAURICE L | — |
| 19025427 | SYSTEM AND METHOD FOR STORING AND SELECTIVELY DISPENSING LIQUIDS | CARROLL, JEREMY W | — |
| Art Unit | Apps |
|---|---|
| 3645 | 8 |
| 2857 | 3 |
| 2617 | 2 |
| 3627 | 2 |
| 3625 | 2 |
| 2613 | 1 |
| 3686 | 1 |
| 2488 | 1 |
| 2611 | 1 |
| 2451 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19440633 | SYSTEMS AND METHODS FOR GENERATING AND PRESENTING 3D AND OTHER REPRESENTATIONS AND ASSOCIATED DATA | Costar Realty Information, Inc. | CRAWFORD, JACINTA M | 2617 | §103 | Final Rejection | — | Pending | Jan 05, 2026 |
| 19440638 | SYSTEMS AND METHODS FOR GENERATING AND PRESENTING 3D AND OTHER REPRESENTATIONS AND ASSOCIATED DATA | Costar Realty Information, Inc. | SONNERS, SCOTT E | 2613 | §102 | Final Rejection | — | Pending | Jan 05, 2026 |
| 19242784 | PATIENT MONITORING AND CARE | Atlas Lift Tech, Inc. | CHNG, JOY POH AI | 3686 | §101§103§112 | Non-Final OA | — | Pending | Jun 18, 2025 |
| 19224340 | CAPTURING AND ALIGNING PANORAMIC IMAGE AND DEPTH DATA | Costar Realty Information, Inc. | CZEKAJ, DAVID J | 2488 | §103Other | Final Rejection | — | Pending | May 30, 2025 |
| 19201891 | FORECASTING USING TOPOLOGICAL HIERARCHICAL DECOMPOSITION | Mined Xai LLC | MANSFIELD, THOMAS L | §101§102§112 | Non-Final OA | — | Pending | May 07, 2025 | |
| 19081905 | SYSTEMS AND METHODS FOR NAVIGATIONAL AND INFORMATIONAL ASSISTANCE FOR DIGITAL TWINS | Matterport, Inc. | WILSON, NICHOLAS R | 2611 | §102§103 | Non-Final OA | — | Pending | Mar 17, 2025 |
| 19049849 | SIMULATION OF CLOUD DATA FOR MACHINE LEARNING TRAINING | Matterport, Inc. | GRAY, RYAN M | §112 | Non-Final OA | — | Pending | Feb 10, 2025 | |
| 19035533 | SYSTEM AND METHOD OF OBJECT DETECTION AND INTERACTIVE 3D MODELS | Matterport, Inc. | CRAWFORD, JACINTA M | DP | Non-Final OA | — | Pending | Jan 23, 2025 | |
| 19030035 | PROCESSING AND/OR TRANSMITTING 3D DATA ASSOCIATED WITH A 3D MODEL OF AN INTERIOR ENVIRONMENT | Matterport, Inc. | MCDOWELL, JR, MAURICE L | DP | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19025427 | SYSTEM AND METHOD FOR STORING AND SELECTIVELY DISPENSING LIQUIDS | Versabev, Inc. | CARROLL, JEREMY W | §112DP | Non-Final OA | — | Pending | Jan 16, 2025 | |
| 19004162 | SYSTEMS AND METHODS FOR GENERATING PROPERTY LAYOUTS AND ASSOCIATED FUNCTIONALITY | Matterport, Inc. | SHI, IRVING NMN | §101§102§103 | Non-Final OA | — | Pending | Dec 27, 2024 | |
| 19001402 | SYSTEM ADMINISTRATION | Panorama9, Inc. | DABIPI, DIXON F | 2451 | Other | Final Rejection | 34d | Pending | Dec 24, 2024 |
| 19000667 | DEVICES, METHODS, AND GRAPHICAL USER INTERFACES FOR ANALYZING, LABELING, AND MANAGING LAND IN A GEOSPATIAL PLATFORM | Aidash, Inc. | LIEW, ALEX KOK SOON | §102 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 19000623 | BEHAVIOR CHANGE SYSTEM | Motiv8 Technologies, Inc. | LANE, DANIEL E | §101§102§103§112 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 18976277 | SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED STATE PREDICTION AND VISUALIZATION | Marvin Behavioral Health Inc. | TROTTER, SCOTT S | 3696 | DP | Final Rejection | 51d overdue | Pending | Dec 10, 2024 |
| 18961374 | CLIPPING A TELECONFERENCE RECORDING | Zoho Corporation Private Limited | CHOUDHURY, RAQIUL A | 2444 | §103§112 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18957446 | SYSTEMS AND METHODS FOR LOCALIZED COORDINATION AND IMAGE CAPTURE FOR MODELING AN ENVIRONMENT | Matterport, Inc. | GUO, XILIN | 2616 | §103§112 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18940582 | SYSTEMS AND METHODS FOR AQUATIC ORGANISM IMAGING | Martineau & Associates | SHIN, SOO JUNG | §112Other | Non-Final OA | — | Pending | Nov 07, 2024 | |
| 18823606 | SYSTEMS AND METHODS FOR GENERATING HABITAT CONDITION ASSESSMENTS | Aidash Inc. | TORRES, JUAN A | §101DP | Non-Final OA | — | Pending | Sep 03, 2024 | |
| 18807897 | DEFINING, DISPLAYING AND INTERACTING WITH TAGS IN A THREE-DIMENSIONAL MODEL | Matterport, Inc. | NGUYEN, PHONG X | 2617 | §103§112 | Non-Final OA | 42d | Pending | Aug 16, 2024 |
| 18806625 | SYSTEMS AND METHODS FOR GENERATING AND EXECUTING AUDITS AND PROVIDING AUDIT RESULTS | Cable Audit Associates, LLC | HAIDER, FAWAAD | 3627 | §101 | Final Rejection | — | Pending | Aug 15, 2024 |
| 18805485 | ASSESSMENT AND PERFORMANCE SYSTEM FOR CONTENT DISTRIBUTION ACROSS MULTIPLE CHANNELS | Cable Audit Associates, LLC | OBAID, FATEH M | 3627 | §101§102Other | Non-Final OA | 55d | Pending | Aug 14, 2024 |
| 18788078 | METHOD AND SYSTEM FOR PROPAGATING NETWORK POLICY | ThreatSTOP, Inc. | ESCALANTE, OVIDIO | 3992 | DP | Non-Final OA | 28d overdue | Pending | Jul 29, 2024 |
| 18774754 | PATIENT HEALTH RECORD PORTAL GAMIFICATION | Medicalmine, Inc. | HIGGS, STELLA EUN | 3681 | §101§103§112Other | Final Rejection | 60d overdue | Pending | Jul 16, 2024 |
| 18767705 | EMBEDDED REMOVABLE BOOT DRIVE | Cru Data Security Group, LLC | REHMAN, MOHAMMED H | 2176 | §103Other | Final Rejection | — | Pending | Jul 09, 2024 |
| 18764043 | Feed-Forward of Low Pass Signal Into Sigma-Delta Loop | Siliconintervention Inc. | NGUYEN, LINH V | 2845 | §103 | Final Rejection | — | Pending | Jul 03, 2024 |
| 18752715 | ELECTRONIC HEALTH RECORD NAVIGATION | Medicalmine, Inc. | PATEL, SHREYANS A | 2659 | §101Other | Final Rejection | 1d overdue | Pending | Jun 24, 2024 |
| 18734918 | SCALABLE SYSTEMS AND METHODS FOR SELECTIVELY DISPENSING BEVERAGES | Versabev, Inc. | SEIF, DARIUSH | 3731 | §103 | Non-Final OA | — | Pending | Jun 05, 2024 |
| 18677535 | SYSTEM AND METHOD OF ASSOCIATING DIGITAL MEDIA WITH COLLECTIBLE-PROTECTIVE APPARATUS | Rare Edition LLC | TO, BAOQUOC N | 2154 | §103DP | Non-Final OA | 59d overdue | Pending | May 29, 2024 |
| 18667964 | CONCURRENCY-ENABLED LOOP CONSTRUCTS USING STATE VARIABLE MUTATION PRINCIPLE | Zoho Corporation Private Limited | JEON, JAE UK | 2193 | §101 | Final Rejection | — | Pending | May 17, 2024 |
| 18662852 | PROPAGATING INFORMATION WITH NETWORK NODES | ThreatSTOP, Inc. | WOLDEMARIAM, AYELE F | 2447 | §103 | Final Rejection | 30d overdue | Pending | May 13, 2024 |
| 18612986 | SCALABLE SYSTEMS AND METHODS FOR ASSESSING HEALTHY CONDITION SCORES IN RENEWABLE ASSET MANAGEMENT | Utopus Insights, Inc. | BARBEE, MANUEL L | 2857 | §101§102 | Final Rejection | 2d overdue | Pending | Mar 21, 2024 |
| 18399538 | TECHNIQUES FOR DETERMINING LIGHTNING THREATS TO ENERGY INFRASTRUCTURE AND OPERATIONS | Utopus Insights, Inc. | LAU, TUNG S | 2857 | §102 | Final Rejection | — | Pending | Dec 28, 2023 |
| 18540452 | SYSTEMS AND METHODS FOR DISPLAYING RENEWABLE ENERGY ASSET HEALTH RISK INFORMATION | Utopus Insights, Inc. | TORRICO-LOPEZ, ALAN | 3625 | §101 | Non-Final OA | 59d overdue | Pending | Dec 14, 2023 |
| 18511926 | TDA ENHANCED NEAREST NEIGHBORS | SymphonyAI Sensa, LLC | MORRISON, JAY A | 2151 | §101 | Final Rejection | 55d | Pending | Nov 16, 2023 |
| 18493607 | CONTROLLING WIND TURBINE | Utopus Insights, Inc. | TIMILSINA, SHARAD | 2857 | DP | Final Rejection | 5d overdue | Pending | Oct 24, 2023 |
| 18327841 | SYSTEMS AND METHODS FOR COMPUTER VISION AND MACHINE-LEARNING BASED FORM FEEDBACK | Tempo Interactive Inc. | DICUIA, JONATHAN ANGELO | 3784 | §103 | Non-Final OA | — | Pending | Jun 01, 2023 |
| 18141338 | EXPLAINABLE MACHINE LEARNING SYSTEMS AND METHODS FOR DATA DISCOVERY AND INSIGHT GENERATION | Mined Xai, LLC | CHANNAVAJJALA, SRIRAMA T | 2127 | §101§103 | Non-Final OA | — | Pending | Apr 28, 2023 |
| 18185682 | SYSTEMS AND METHODS FOR FORECASTING POWER GENERATED BY VARIABLE POWER GENERATION ASSETS | Utopus Insights, Inc. | NORTON, JENNIFER L | 2117 | §101 | Final Rejection | 49d overdue | Pending | Mar 17, 2023 |
| 18153213 | SYSTEMS AND METHODS FOR PREDICTING TRIM DEVICES FOR VEGETATION MANAGEMENT | Aidash Inc. | STEWART, CRYSTOL | 3624 | §101 | Non-Final OA | 77d overdue | Pending | Jan 11, 2023 |
| 17921928 | TREATMENT RECOMMENDATION | Arine Inc. | HANKS, BENJAMIN L | 3684 | §101§103 | Final Rejection | 71d overdue | Pending | Oct 27, 2022 |
| 17970761 | Systems and Methods for Spatially-Stepped Imaging | Aeye, Inc. | BAGHDASARYAN, HOVHANNES | 3645 | §103 | Final Rejection | — | Pending | Oct 21, 2022 |
| 17996407 | DESTINATION-BASED POLICY SELECTION AND AUTHENTICATION | ThreatSTOP, Inc. | BAYOU, YONAS A | 2499 | §103 | Final Rejection | — | Pending | Oct 17, 2022 |
| 17867310 | ZAAF - Augmented Analytics Framework with Deep Metrics Discovery | Zoho Corporation Private Limited | SINGLETARY, TYRONE E | 3625 | §112 | Final Rejection | 21d | Pending | Jul 18, 2022 |
| 17811052 | CARD PROTECTIVE APPARATUS | Rare Edition LLC | KLAYMAN, AMIR ARIE | 3711 | §103§112 | Non-Final OA | 60d overdue | Pending | Jul 06, 2022 |
| 17836552 | NEURAL STYLE TRANSFER BASED SLIDER PUZZLE CAPTCHA | Zoho Corporation Private Limited | DHAKAD, RUPALI | 2437 | §103 | Final Rejection | — | Pending | Jun 09, 2022 |
| 17554237 | Lidar Receiver with Adjustable Lens | Aeye, Inc. | CHILTON, CLARA GRACE | 3645 | §103 | Non-Final OA | 34d | Pending | Dec 17, 2021 |
| 17554256 | Multi-Lens Lidar Receiver with Multiple Readout Channels | Aeye, Inc. | CHEN, CHIA-LING | 3645 | §103Other | Non-Final OA | 25d overdue | Pending | Dec 17, 2021 |
| 17523509 | Ladar System with Adaptive Receiver | Aeye, Inc. | NICKERSON, SAMANTHA K | 3645 | §102§103 | Non-Final OA | — | Pending | Nov 10, 2021 |
| 17490260 | Hyper Temporal Lidar with Optimized Range-Based Detection Intervals | Aeye, Inc. | XIAO, YUQING | 3645 | §103Other | Final Rejection | 56d | Pending | Sep 30, 2021 |
| 17490273 | Hyper Temporal Lidar with Multi-Channel Readout of Returns | Aeye, Inc. | NGUYEN, RACHEL NICOLE | 3645 | §103§112 | Non-Final OA | 71d overdue | Pending | Sep 30, 2021 |
| 17490221 | Hyper Temporal Lidar with Controllable Detection Intervals Based on Environmental Conditions | Aeye, Inc. | XIAO, YUQING | 3645 | §103 | Non-Final OA | — | Pending | Sep 30, 2021 |
| 17490204 | Hyper Temporal Lidar with Shot-Specific Detection Control | Aeye, Inc. | RICHTER, KARA MARIE | 3645 | §103 | Non-Final OA | 29d | Pending | Sep 30, 2021 |
| 17410399 | NETWORK REPRESENTATION FOR EVOLUTION OF CLUSTERS AND GROUPS | Ayasdi AI LLC | DAUD, ABDULLAH AHMED | 2164 | §101§103 | Non-Final OA | — | Pending | Aug 24, 2021 |
| 17324057 | CONTACT LIST AGGREGATION AND DISPLAY | Ebuddy Technologies B.V. | BAROT, BHARAT | 2453 | §112Other | Non-Final OA | 146d overdue | Pending | May 18, 2021 |
| 17069504 | SEMANTIC UNDERSTANDING OF 3D DATA | Matterport, Inc. | MAZUMDER, SAPTARSHI | 2612 | §103 | Final Rejection | 44d overdue | Pending | Oct 13, 2020 |
| 15486253 | SECURE COMPUTER ACCESS USING REMOVABLE BOOTABLE DRIVES | Cru Data Security Group, LLC | WU, JERRY | 2841 | §103§112 | Non-Final OA | — | Pending | Apr 12, 2017 |
| 15219172 | TOPOLOGICAL DATA ANALYSIS FOR IDENTIFICATION OF MARKET REGIMES FOR PREDICTION | Ayasdi AI LLC | JABLON, ASHER H. | 2174 | §101§112 | Non-Final OA | 8d overdue | Pending | Jul 25, 2016 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial