Prosecution Insights
Prosecution Insights
28 pending office actions • 13 clients • 26 examiners • 19 art units • 0 of 28 (0%) have an AI response strategy ready • 37 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 15 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. 15 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 | 8 (29%) |
| §103 only | 14 (50%) |
| §102 only | 4 (14%) |
| §112 only | 2 (7%) |
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 |
|---|---|---|---|
| SHAIKH, MOHAMMAD Z | 2 | 52.5% | +31.1% |
| CHEIN, ALLEN C | 2 | 44.3% | +40.0% |
| NEWLON, WILLIAM D | 1 | 45.2% | +29.0% |
| ARAQUE JR, GERARDO | 1 | 9.6% | +15.9% |
| SANTOS-DIAZ, MARIA C | 1 | 33.4% | +31.4% |
| STOYTCHEV, MARIN STOYTCHEV | 1 | 68.8% | +35.7% |
| GETACHEW, WODAJO | 1 | 41.0% | +38.1% |
| KWONG, CHO YIU | 1 | 32.2% | +4.8% |
| REZA, MOHAMMAD W | 1 | 87.6% | +10.9% |
| MELTON, TODD M | 1 | 84.1% | +18.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18859959 | TRIGGERING OUTPUT OF A RE-TORQUE SIGNAL | MELTON, TODD M | 34d |
| 18968939 | SELECTIVE ENCRYPTION SERVICE INTERFACE FOR USE WITH THIRD-PARTY NETWORK SERVICES | REZA, MOHAMMAD W | — |
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 |
|---|---|---|---|
| 18813698 | INTERACTIVE INJURY INTERFACE AND INJURY EVENT SIMULATION | SUBRAMANIAN, NARAYANSWAMY | 45d overdue |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | ARAQUE JR, GERARDO | 6d |
| 18809209 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | BRIDGES, CHRISTOPHER | 53d |
| 18809029 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | 84d |
| 19190392 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | NEWLON, WILLIAM D | — |
| 19189010 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | — |
| 18809108 | TRAINED MACHINE LEARNING MODEL FOR OPTIMIZED RESERVE ESTIMATE PREDICTION | NGUYEN, TIEN C | — |
| 18653262 | SIMULATION ENGINE FOR VEHICLE INCIDENTS | APPLE, KIRSTEN SACHWITZ | — |
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 |
|---|---|---|---|
| 19020279 | FRAUD DETECTION SYSTEM, METHOD, AND DEVICE | GETACHEW, WODAJO | 43d overdue |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | ARAQUE JR, GERARDO | 6d |
| 18859959 | TRIGGERING OUTPUT OF A RE-TORQUE SIGNAL | MELTON, TODD M | 34d |
| 18371998 | SYSTEM AND METHOD FOR AGGREGATING AND PRESENTING FINANCIAL INFORMATION | CHEIN, ALLEN C | 79d |
| 18809029 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | 84d |
| 19190392 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | NEWLON, WILLIAM D | — |
| 19189010 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | SHAIKH, MOHAMMAD Z | — |
| 19187893 | IMPLEMENTING FIRST CONTACT AND PERSONALIZED REMINDER STRATEGIES FOR INFORMATION GATHERING PROCESSES | SANTOS-DIAZ, MARIA C | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Assured Insurance Technologies | 13 |
| EXPENSIFY, INC. | 3 |
| Nira Dynamics AB | 2 |
| Hensoldt | 1 |
| Zighra | 1 |
| Stratokey Pty Ltd. | 1 |
| Goldilock Secure | 1 |
| Brilliant NextGen | 1 |
| Focused Energy | 1 |
| Batelab | 1 |
| Guangzhou Sinogen Pharmaceutical Co., Ltd. | 1 |
| Confiant Inc. | 1 |
| ThinkSono Ltd | 1 |
| Art Unit | Apps |
|---|---|
| 3694 | 3 |
| 3693 | 3 |
| 3629 | 2 |
| 3627 | 2 |
| 3691 | 2 |
| 3696 | 1 |
| 3697 | 1 |
| 2407 | 1 |
| 3669 | 1 |
| 3623 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19190392 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | Assured Insurance Technologies, Inc. | NEWLON, WILLIAM D | 3696 | §101 | Non-Final OA | — | Pending | Apr 25, 2025 |
| 19189010 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | Assured Insurance Technologies, Inc. | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | — | Pending | Apr 24, 2025 |
| 19189061 | MACHINE-LEARNING METHOD OF GENERATING SERVICE PROVIDER RANKINGS USING INCIDENT INFORMATION | Assured Insurance Technologies, Inc. | ARAQUE JR, GERARDO | 3629 | §102 | 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 | §103 | Non-Final OA | — | Pending | Apr 23, 2025 |
| 19059269 | RADAR ANTENNA, SIGNAL HANDLING COMPONENT AND METHOD FOR RADAR DETECTION OF AN OBJECT | Hensoldt Sensors GmbH | STOYTCHEV, MARIN STOYTCHEV | §103 | Non-Final OA | — | Pending | Feb 21, 2025 | |
| 19031887 | SYSTEM AND METHOD FOR AGGREGATING AND PRESENTING FINANCIAL INFORMATION | Expensify, Inc. | CHEIN, ALLEN C | 3627 | §102 | Final Rejection | — | Pending | Jan 18, 2025 |
| 19020279 | FRAUD DETECTION SYSTEM, METHOD, AND DEVICE | Zighra Inc. | GETACHEW, WODAJO | 3697 | §103 | Non-Final OA | 43d overdue | Pending | Jan 14, 2025 |
| 18979280 | VOICE-AI DRIVEN NEGOTIATOR | Assured Insurance Technologies, Inc. | KWONG, CHO YIU | 3693 | §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 | §103 | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18859959 | TRIGGERING OUTPUT OF A RE-TORQUE SIGNAL | Nira Dynamics AB | MELTON, TODD M | 3669 | §112 | Non-Final OA | 34d | Pending | Oct 24, 2024 |
| 18924699 | AUGMENTING CHAT-BASED WORKFLOWS WITH LARGE LANGUAGE MODELS | Expensify, Inc. | GUILIANO, CHARLES A | 3623 | §103 | Non-Final OA | 84d | Pending | Oct 23, 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 | 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 |
| 18809209 | MACHINE-LEARNING MODEL FOR OPTIMIZED LOSS PREDICTION | Assured Insurance Technologies, Inc. | BRIDGES, CHRISTOPHER | 3693 | §101 | Final Rejection | 53d | Pending | Aug 19, 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 |
| 18809025 | FACILITATING DIGITAL REQUESTS THROUGH AN ADAPTIVE CONTENT FLOW INTERFACE | Assured Insurance Technologies, Inc. | MANDEL, MONICA A | 3622 | §103 | Non-Final OA | 71d | Pending | Aug 19, 2024 |
| 18809108 | TRAINED MACHINE LEARNING MODEL FOR OPTIMIZED RESERVE ESTIMATE PREDICTION | Assured Insurance Technologies, Inc. | NGUYEN, TIEN C | 3694 | §101 | Final Rejection | — | Pending | Aug 19, 2024 |
| 18809029 | INTELLIGENT SEARCH FEATURE FOR AN ADAPTIVE ASSISTANCE INTERFACE | Assured Insurance Technologies, Inc. | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | 84d | Pending | Aug 19, 2024 |
| 18653262 | SIMULATION ENGINE FOR VEHICLE INCIDENTS | Assured Insurance Technologies, Inc. | APPLE, KIRSTEN SACHWITZ | 3693 | §101 | Non-Final OA | — | Pending | May 02, 2024 |
| 18688641 | AIR GAP-BASED NETWORK ISOLATION DEVICE CIRCUIT BOARD | Goldilock Secure Limited | GUZMAN, JAVIER O | 2446 | §102 | Final Rejection | 22d overdue | Pending | Mar 01, 2024 |
| 18371998 | SYSTEM AND METHOD FOR AGGREGATING AND PRESENTING FINANCIAL INFORMATION | Expensify, Inc. | CHEIN, ALLEN C | 3627 | §103 | Final Rejection | 79d | Pending | Sep 22, 2023 |
| 18236846 | OPTICAL CODE PROVISIONING FOR CONTROL DEVICES | Brilliant Nextgen Inc. | OLALEYE, OLADIRAN GIDEON | 2472 | §103 | Final Rejection | 29d | Pending | Aug 22, 2023 |
| 18216539 | A SENSOR DEVICE AND A METHOD FOR DETECTING FISSILE MATERIAL | Focused Energy GmbH | DAVIS, SHARON M | 3646 | §103 | Non-Final OA | 42d | Pending | Jun 29, 2023 |
| 18027358 | EFFICIENT CIRCUIT SIMULATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | BATELAB CO., LTD. | LEATHERS, EMILY GORMAN | §103 | Non-Final OA | — | Pending | Mar 20, 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 |
| 17900835 | METHODS AND APPARATUS FOR HINDRANCE OF ADVERSE AND DETRIMENTAL DIGITAL CONTENT IN COMPUTER NETWORKS | Confiant Inc. | DAVIS, ZACHARY A | 2492 | §103 | Non-Final OA | — | Pending | Aug 31, 2022 |
| 17619202 | METHOD AND SYSTEM FOR CONFIDENCE ESTIMATION OF A TRAINED DEEP LEARNING MODEL | ThinkSono Ltd | GIROUX, GEORGE | 2128 | §102 | Non-Final OA | 99d overdue | Pending | Dec 14, 2021 |
| 17500703 | EXTERNAL DATA SOURCE INTEGRATION FOR CLAIM PROCESSING | Assured Insurance Technologies, Inc. | KAZIMI, HANI M | 3691 | §101 | Final Rejection | — | Pending | Oct 13, 2021 |
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