Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
51 pending office actions • 17 clients • 50 examiners • 28 art units • 0 of 51 (0%) have an AI response strategy ready
MAHAMEDI IP LAW LLP operates in the Transportation, E-Commerce & Mechanical Systems technology area, managing 1179 career applications. The firm maintains a resolved allowance rate of 89.55 percent. This 89.55 percent allowance rate demonstrates a strong ability to secure patent grants for its clients in the transportation and e-commerce sectors.
The firm's prosecution cycle involves an average of 3.99 office actions per allowance. This metric of 3.99 office actions suggests a thorough negotiation process, typically requiring multiple interactions with examiners to reach an allowance. Currently, the firm has 41 pending office actions. These 41 pending office actions represent the firm's active pipeline within its total of 1179 career applications. The data indicates that MAHAMEDI IP LAW LLP effectively manages a large portfolio while maintaining a high success rate through persistent engagement with the patent office.
Based on the USPTO statutory response window for each pending office action. 17 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. 17 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 | 13 (25%) |
| §101 + other | 15 (29%) |
| §103 only | 10 (20%) |
| §102 only | 1 (2%) |
| §112 only | 2 (4%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 9 (18%) |
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 |
|---|---|---|---|
| YOUNG, ASHLEY YA-SHEH | 2 | 30.3% | +17.4% |
| CHANG, EDWARD | 1 | 63.1% | +32.2% |
| NGUYEN, CUONG H | 1 | 78.7% | +8.9% |
| CAMPEN, KELLY SCAGGS | 1 | 50.8% | +31.4% |
| SAXENA, AKASH | 1 | 49.1% | +30.5% |
| NEWLON, WILLIAM D | 1 | 46.6% | +28.2% |
| ARAQUE JR, GERARDO | 1 | 9.5% | +15.8% |
| SANTOS-DIAZ, MARIA C | 1 | 32.8% | +31.0% |
| KAPOOR, DEVAN | 1 | 7.1% | +11.1% |
| ELCHANTI, ZEINA | 1 | 64.3% | +25.0% |
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 |
|---|---|---|---|
| 17619202 | METHOD AND SYSTEM FOR CONFIDENCE ESTIMATION OF A TRAINED DEEP LEARNING MODEL | GIROUX, GEORGE | 99d overdue |
| 18853706 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR DETERMINING THE SEVERITY OF A DEFLATION OF A TIRE | TUN, NAY L | 66d overdue |
| 19031868 | SYSTEM AND METHOD FOR PROCESSING TRANSACTION RECORDS FOR USERS | PATEL, AMIT HEMANTKUMAR | 58d overdue |
| 18813698 | INTERACTIVE INJURY INTERFACE AND INJURY EVENT SIMULATION | SUBRAMANIAN, NARAYANSWAMY | 45d overdue |
| 18622752 | MULTI-MODE USER INTERFACE FOR JOB ORDERS | KNIGHT, LETORIA G | 44d overdue |
| 17866293 | NETWORK COMPUTING SYSTEM TO IMPLEMENT CONTENT MANAGEMENT PLATFORM FOR NETWORK SERVICES | NGUYEN, TAN D | 44d overdue |
| 18737802 | SYSTEM AND METHOD FOR OPTIMIZING AN ON-DEMAND TRANSPORT ARRANGEMENT SERVICE FOR RECHARGING OF VEHICLES | STIVALETTI, MATHEUS R | 38d overdue |
| 19007350 | NETWORK SYSTEM TO MONITOR ACTIVITIES BASED ON CLIENT-SIDE DATA AND PROGRAMMATICALLY TRIGGER OPERATIONS | HATCHER, DEIRDRE D | 25d 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 |
|---|---|---|---|
| 19190162 | COLLISION RECONSTRUCTION ENGINE | SAXENA, AKASH | 6d |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | ARAQUE JR, GERARDO | 6d |
| 18418911 | PROGRAMMATICALLY PROVIDING INFORMATION IN CONNECTION WITH LOCATION-BASED SERVICES TO SERVICE PROVIDERS | YOUNG, ASHLEY YA-SHEH | 9d |
| 19539686 | INJURY ASSISTANCE MODEL | CHANG, EDWARD | — |
| 19195648 | VOICE-AI DRIVEN INJURY ASSISTANCE | CAMPEN, KELLY SCAGGS | — |
| 19190303 | TRAINED MACHINE LEARNING MODEL FOR OPTIMIZED RESERVE ESTIMATE PREDICTION | NEWLON, WILLIAM D | — |
| 19187893 | IMPLEMENTING FIRST CONTACT AND PERSONALIZED REMINDER STRATEGIES FOR INFORMATION GATHERING PROCESSES | SANTOS-DIAZ, MARIA C | — |
| 19186477 | AUTOMATED ARTIFICIAL INTELLIGENCE PROMPTING AND INCIDENT SUMMARIZATION | KAPOOR, DEVAN | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Assured Insurance Technologies | 18 |
| Uber Technologies, Inc. | 15 |
| EXPENSIFY, INC. | 3 |
| Focused Energy Inc. | 2 |
| Hensoldt | 1 |
| Universita' Degli Studi Di Ferrara | 1 |
| Gravvy, Inc. | 1 |
| Zighra | 1 |
| Stratokey Pty Ltd. | 1 |
| Nira Dynamics AB | 1 |
| Modern Football | 1 |
| Brilliant NextGen | 1 |
| Guangzhou Sinogen Pharmaceutical Co., Ltd. | 1 |
| Ripple Labs Inc. | 1 |
| Forest Side Partners | 1 |
| Confiant Inc. | 1 |
| ThinkSono Ltd | 1 |
| Art Unit | Apps |
|---|---|
| 3696 | 3 |
| 3691 | 3 |
| 3629 | 3 |
| 3693 | 3 |
| 3627 | 2 |
| 3625 | 2 |
| 3692 | 2 |
| 2655 | 2 |
| 3695 | 2 |
| 3623 | 2 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19539686 | INJURY ASSISTANCE MODEL | Assured Insurance Technologies, Inc. | CHANG, EDWARD | 3696 | §101 | Final Rejection | — | Pending | Feb 13, 2026 |
| 19313044 | DYNAMIC INVITATION TRANSMISSION AND PRESENTATION MODE DETERMINATION FOR A NETWORK-BASED SERVICE | Uber Technologies, Inc. | NGUYEN, CUONG H | §103DP | Non-Final OA | — | Pending | Aug 28, 2025 | |
| 19195648 | VOICE-AI DRIVEN INJURY ASSISTANCE | Assured Insurance Technologies, Inc. | CAMPEN, KELLY SCAGGS | 3691 | §101 | Final Rejection | — | Pending | Apr 30, 2025 |
| 19190162 | COLLISION RECONSTRUCTION ENGINE | Assured Insurance Technologies, Inc. | SAXENA, AKASH | 2188 | §103§112 | Final Rejection | 6d | Pending | Apr 25, 2025 |
| 19190303 | TRAINED MACHINE LEARNING MODEL FOR OPTIMIZED RESERVE ESTIMATE PREDICTION | Assured Insurance Technologies, Inc. | NEWLON, WILLIAM D | 3696 | §101 | Final Rejection | — | Pending | Apr 25, 2025 |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | Assured Insurance Technologies, Inc. | ARAQUE JR, GERARDO | 3629 | §102§103 | Final Rejection | 6d | Pending | Apr 24, 2025 |
| 19187893 | IMPLEMENTING FIRST CONTACT AND PERSONALIZED REMINDER STRATEGIES FOR INFORMATION GATHERING PROCESSES | Assured Insurance Technologies, Inc. | SANTOS-DIAZ, MARIA C | 3629 | §101§102§103 | Final Rejection | — | Pending | Apr 23, 2025 |
| 19186477 | AUTOMATED ARTIFICIAL INTELLIGENCE PROMPTING AND INCIDENT SUMMARIZATION | Assured Insurance Technologies, Inc. | KAPOOR, DEVAN | 2126 | §103 | Final Rejection | — | Pending | Apr 22, 2025 |
| 19173365 | ON-DEMAND TRANSPORT SERVICES | Uber Technologies, Inc. | ELCHANTI, ZEINA | §101Other | Non-Final OA | — | Pending | Apr 08, 2025 | |
| 19059269 | RADAR ANTENNA, SIGNAL HANDLING COMPONENT AND METHOD FOR RADAR DETECTION OF AN OBJECT | Hensoldt Sensors GmbH | STOYTCHEV, MARIN STOYTCHEV | §103§112 | Non-Final OA | — | Pending | Feb 21, 2025 | |
| 19103227 | THERMAL BARRIER FOR VENTILATED ROOFS | Universita' Degli Studi Di Ferrara | RUPPERT, ERIC S | §112 | Non-Final OA | — | Pending | Feb 11, 2025 | |
| 19041906 | DONOR MANAGEMENT SERVICE | Gravvy, Inc. | JACOB, WILLIAM J | §101§103§112Other | Non-Final OA | — | Pending | Jan 30, 2025 | |
| 19031887 | SYSTEM AND METHOD FOR AGGREGATING AND PRESENTING FINANCIAL INFORMATION | Expensify, Inc. | CHEIN, ALLEN C | 3627 | §101§102§112 | Final Rejection | — | Pending | Jan 18, 2025 |
| 19031868 | SYSTEM AND METHOD FOR PROCESSING TRANSACTION RECORDS FOR USERS | Expensify, Inc. | PATEL, AMIT HEMANTKUMAR | 3696 | §101 | Final Rejection | 58d overdue | Pending | Jan 18, 2025 |
| 19031873 | CHAT MANAGEMENT SYSTEM | Expensify, Inc. | SWEARINGEN, JEFFREY R | 2447 | §112 | Non-Final OA | — | Pending | Jan 18, 2025 |
| 19030854 | SYSTEM AND METHOD FOR PERFORMING MULTIVARIATE OPTIMIZATIONS BASED ON LOCATION DATA | Uber Technologies, Inc. | HUYNH, LUAT T | 3667 | §101§102 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030835 | PREDICTIVE LOCATION SELECTION SYSTEM | Uber Technologies, Inc. | KEEHN, RICHARD G | §103 | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19019251 | SYSTEM AND METHOD FOR IMPLICIT AUTHENTICATION | Zighra Inc. | PATEL, NIMESH | §103Other | Non-Final OA | — | Pending | Jan 13, 2025 | |
| 19015030 | SYSTEMS AND METHODS FOR TRAVEL PLANNING THAT CALLS FOR AT LEAST ONE TRANSPORTATION VEHICLE UNIT | Uber Technologies, Inc. | TROOST, AARON L | 3666 | §103 | Final Rejection | — | Pending | Jan 09, 2025 |
| 19012139 | MANAGING THE OPERATIONAL STATE OF A VEHICLE | Uber Technologies, Inc. | LAMBERT, GABRIEL JOSEPH RENE | 3669 | §101§102§103 | Final Rejection | — | Pending | Jan 07, 2025 |
| 19011385 | NETWORK SYSTEM TO FILTER REQUESTS BY DESTINATION AND DEADLINE | Uber Technologies, Inc. | YOUNG, ASHLEY YA-SHEH | §101 | Non-Final OA | — | Pending | Jan 06, 2025 | |
| 19011209 | MULTI-INVITATION MODE FOR TRANSPORT SERVICES | Uber Technologies, Inc. | JOO, JOSHUA | 2445 | §103§112Other | Final Rejection | — | Pending | Jan 06, 2025 |
| 19007350 | NETWORK SYSTEM TO MONITOR ACTIVITIES BASED ON CLIENT-SIDE DATA AND PROGRAMMATICALLY TRIGGER OPERATIONS | Uber Technologies, Inc. | HATCHER, DEIRDRE D | 3625 | §101§103 | Final Rejection | 25d overdue | Pending | Dec 31, 2024 |
| 18979232 | ADAPTIVE FLOW ENGINE IMPLEMENTING DOWNSTREAM VOICE-AI INFORMATION-GATHERING | Assured Insurance Technologies, Inc. | BAIRD, EDWARD J | 3692 | §103 | Final Rejection | — | Pending | Dec 12, 2024 |
| 18979280 | VOICE-AI DRIVEN NEGOTIATOR | Assured Insurance Technologies, Inc. | KWONG, CHO YIU | 3693 | §101§102§103§112 | Final Rejection | — | Pending | Dec 12, 2024 |
| 18979052 | VOICE-BASED, ARTIFICIAL INTELLIGENCE-DRIVEN FLOW ENGINE | Assured Insurance Technologies, Inc. | COLUCCI, MICHAEL C | 2655 | §101§102DP | Non-Final OA | — | Pending | Dec 12, 2024 |
| 18979278 | VOICE-AI DRIVEN INJURY ASSISTANCE | Assured Insurance Technologies, Inc. | PRESTON, JOHN O | 3693 | §101 | Final Rejection | — | Pending | Dec 12, 2024 |
| 18979220 | VOICE-AI-BASED FIRST CONTACT | Assured Insurance Technologies, Inc. | MADAMBA, CLIFFORD B | 3692 | §101§112 | Final Rejection | — | Pending | Dec 12, 2024 |
| 18968939 | SELECTIVE ENCRYPTION SERVICE INTERFACE FOR USE WITH THIRD-PARTY NETWORK SERVICES | Stratokey Pty Ltd. | REZA, MOHAMMAD W | 2407 | §101§103Other | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18961227 | NETWORK SYSTEM TO UTILIZE MATCHING OF BACKUPS FOR JOB ORDERS | Uber Technologies, Inc. | BYRD, UCHE SOWANDE | 3624 | §102 | Final Rejection | — | Pending | Nov 26, 2024 |
| 18853706 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR DETERMINING THE SEVERITY OF A DEFLATION OF A TIRE | Nira Dynamics AB | TUN, NAY L | 2688 | §103§112 | Final Rejection | 66d overdue | Pending | Oct 02, 2024 |
| 18813698 | INTERACTIVE INJURY INTERFACE AND INJURY EVENT SIMULATION | Assured Insurance Technologies, Inc. | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Non-Final OA | 45d overdue | Pending | Aug 23, 2024 |
| 18808819 | FACILITATING SUB-GROUP HOPPING IN CALL SESSIONS FOR ADAPTIVE CONTENT FLOWS | Assured Insurance Technologies, Inc. | PULLIAS, JESSE SCOTT | 2655 | §103 | Final Rejection | 4d overdue | Pending | Aug 19, 2024 |
| 18809150 | ARTIFICIAL INTELLIGENCE-DRIVEN NEGOTIATOR | Assured Insurance Technologies, Inc. | EKECHUKWU, CHINEDU U | 3695 | §101§103 | Final Rejection | — | Pending | Aug 19, 2024 |
| 18737802 | SYSTEM AND METHOD FOR OPTIMIZING AN ON-DEMAND TRANSPORT ARRANGEMENT SERVICE FOR RECHARGING OF VEHICLES | Uber Technologies, Inc. | STIVALETTI, MATHEUS R | 3623 | §101 | Non-Final OA | 38d overdue | Pending | Jun 07, 2024 |
| 18678732 | APPARATUS AND METHOD FOR OPTIMIZING AN OPTICAL ENERGY TRANSFER IN LASER PARTICLE ACCELERATION | Focused Energy Inc. | VANORE, DAVID A | §101§112 | Non-Final OA | — | Pending | May 30, 2024 | |
| 18653262 | SIMULATION ENGINE FOR VEHICLE INCIDENTS | Assured Insurance Technologies, Inc. | APPLE, KIRSTEN SACHWITZ | 3693 | §101 | Non-Final OA | — | Pending | May 02, 2024 |
| 18633134 | USER INTERFACE DEVICE AND METHOD THEREOF FOR GAME MANAGEMENT | Modern Football Inc. | HENRY, THOMAS HAYNES | 3715 | §103 | Final Rejection | 42d overdue | Pending | Apr 11, 2024 |
| 18622752 | MULTI-MODE USER INTERFACE FOR JOB ORDERS | Uber Technologies, Inc. | KNIGHT, LETORIA G | 3623 | §101§103 | Final Rejection | 44d overdue | Pending | Mar 29, 2024 |
| 18418911 | PROGRAMMATICALLY PROVIDING INFORMATION IN CONNECTION WITH LOCATION-BASED SERVICES TO SERVICE PROVIDERS | Uber Technologies, Inc. | YOUNG, ASHLEY YA-SHEH | 3625 | §101DP | Final Rejection | 9d | Pending | Jan 22, 2024 |
| 18518147 | IRRADIATION ASSEMBLY AND METHOD OF GENERATING A LASER BEAM FOR A LASER-BASED FUSION REACTION | Focused Energy Inc. | DAVIS, SHARON M | 3646 | §102§103§112 | Non-Final OA | — | Pending | Nov 22, 2023 |
| 18236846 | OPTICAL CODE PROVISIONING FOR CONTROL DEVICES | Brilliant Nextgen Inc. | OLALEYE, OLADIRAN GIDEON | 2472 | §103Other | Final Rejection | 29d | Pending | Aug 22, 2023 |
| 18012877 | APPLICATION OF METHIONINASE GENE THERAPY IN TREATMENT OF MALIGNANT TUMOR | Guangzhou Sinogen Pharmaceutical Co., Ltd. | NICOL, ALEXANDER W | 1634 | §103 | Final Rejection | — | Pending | Dec 23, 2022 |
| 18087742 | NETWORK COMPUTING SYSTEM EXECUTING PROGRAMMATIC ADAPTERS TO IMPLEMENT ASYNCHRONOUS COMMUNICATIONS | Ripple Labs Inc. | OYEBISI, OJO O | 3695 | §101 | Final Rejection | 4d overdue | Pending | Dec 22, 2022 |
| 17957892 | CONFIGURING INFRASTRUCTURE OF A NETWORK SERVICE BASED ON IMPACT TO AN ENVIRONMENTAL CONCERN | Uber Technologies, Inc. | GILKEY, CARRIE STRODER | 3626 | §101§103 | Final Rejection | — | Pending | Sep 30, 2022 |
| 17947923 | METHOD FOR ESTIMATING FLOWS BETWEEN ECONOMIC ENTITIES | Forest Side Partners LLC | MITCHELL, NATHAN A | 3627 | §101 | Non-Final OA | 28d | Pending | Sep 19, 2022 |
| 17900835 | METHODS AND APPARATUS FOR HINDRANCE OF ADVERSE AND DETRIMENTAL DIGITAL CONTENT IN COMPUTER NETWORKS | Confiant Inc. | DAVIS, ZACHARY A | 2492 | §103§112 | Non-Final OA | — | Pending | Aug 31, 2022 |
| 17866293 | NETWORK COMPUTING SYSTEM TO IMPLEMENT CONTENT MANAGEMENT PLATFORM FOR NETWORK SERVICES | Uber Technologies, Inc. | NGUYEN, TAN D | 3629 | §103§112Other | Final Rejection | 44d overdue | Pending | Jul 15, 2022 |
| 17619202 | METHOD AND SYSTEM FOR CONFIDENCE ESTIMATION OF A TRAINED DEEP LEARNING MODEL | ThinkSono Ltd | GIROUX, GEORGE | 2128 | §102§103 | Non-Final OA | 99d overdue | Pending | Dec 14, 2021 |
| 17500730 | AUTOMATED CONTEXTUAL FLOW DISPATCH FOR CLAIM CORROBORATION | Assured Insurance Technologies, Inc. | KAZIMI, HANI M | 3691 | §101 | Non-Final OA | — | Pending | Oct 13, 2021 |
| 17500767 | AUTOMATED INCIDENT SIMULATION GENERATOR | Assured Insurance Technologies, Inc. | MIRABITO, MICHAEL PAUL | 2187 | §103 | Non-Final OA | 42d | Pending | Oct 13, 2021 |
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