Prosecution Insights
Prosecution Insights
55 pending office actions • 34 art units • 51 examiners • 0 of 55 (0%) have an AI response strategy ready • 68 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 54 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. 54 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 | 23 (42%) |
| §103 only | 26 (47%) |
| §102 only | 2 (4%) |
| §112 only | 1 (2%) |
| No statute on record | 3 (5%) |
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 |
|---|---|---|---|
| JAMES, GREGORY MARK | 3 | 19.2% | +13.2% |
| TRAN, HAI | 2 | 61.9% | +32.6% |
| RANKINS, WILLIAM E | 2 | 57.7% | +8.4% |
| CASTILHO, EDUARDO D | 1 | 47.4% | +20.7% |
| KOLOSOWSKI-GAGER, KATHERINE | 1 | 26.5% | +32.5% |
| OUSSIR, EL MEHDI | 1 | 48.2% | +49.1% |
| LEIBOVICH, YAIR | 1 | 89.9% | +10.9% |
| NIGH, JAMES D | 1 | 58.5% | +30.8% |
| HENDERSON, ESTHER BENOIT | 1 | 79.0% | +23.4% |
| SANA, MOHAMMAD AZAM | 1 | 86.2% | +21.0% |
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 |
|---|---|---|---|
| 19001949 | DATA ANOMALY DETECTION, NOTIFICATION, AND MANAGEMENT | LEIBOVICH, YAIR | 29d |
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 |
|---|---|---|---|
| 17750982 | VIRTUALIZED TRANSACTION INSTRUMENTS USING PROCESSING ALIASES | WEISBERGER, RICHARD C | 180d overdue |
| 18330644 | TRANSACTION ACCOUNT CHARGE SPLITTING | BEKERMAN, MICHAEL | 112d overdue |
| 18100973 | MULTIRAIL PAYMENT ACCOUNTS | CHANG, EDWARD | 86d overdue |
| 18084829 | METHOD OF ALLOWING SELECTABLE CURRENCY WITHIN AN ACCOUNT | WARDEN, MICHAEL J | 45d overdue |
| 18346658 | PROGRAMMED SERVERS WITH ASSOCIATED DATA STRUCTURES TO TRACK AND MANAGE USER-RELATED ACTIVITY DATA | PINSKY, DOUGLAS W | 37d overdue |
| 18159738 | AVAILABILITY STATUS FOR REAL-TIME PAYMENT NETWORKS | CHISM, STEVEN R | 25d overdue |
| 18303306 | CLIENT-SIDE TRANSACTION MODIFICATIONS | SHAH, BHAVIN D | 24d overdue |
| 15357426 | RAPID CHECKOUT PRE-INITIATION | GREGG, MARY M | 23d 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 |
|---|---|---|---|
| 19031147 | SYSTEMS AND METHODS FOR PROVISIONING TRANSACTION DATA TO MOBILE COMMUNICATIONS DEVICES | OUSSIR, EL MEHDI | 35d overdue |
| 18745510 | SPLITTING GROUP CHARGES | JAMES, GREGORY MARK | 16d overdue |
| 19052989 | INTERACTIVE VOICE CAPABILITIES FOR PROSPECT DIGITAL ACQUISITION | KOLOSOWSKI-GAGER, KATHERINE | 2d overdue |
| 18950408 | AUTOMATED TRANSFER OF ENRICHED TRANSACTION ACCOUNT DATA TO A SUBMITTED RECORD OF CHARGE | TRAN, HAI | 1d overdue |
| 18884902 | COMPUTER-BASED SYSTEMS CONFIGURED TO UTILIZE PREDICTIVE MACHINE LEARNING TECHNIQUES TO DEFINE SOFTWARE OBJECTS AND METHODS OF USE THEREOF | SANA, MOHAMMAD AZAM | 5d |
| 18763464 | LINKING A TRANSACTION ACCOUNT WITH A FORM FACTOR | TRAN, HAI | 5d |
| 18296893 | TRACKING REPAYMENT STATUS ACROSS MULTIPLE PAYMENT SYSTEMS | JAMES, GREGORY MARK | 13d |
| 19259788 | DECENTRALIZED STORAGE OF TRANSACTION DATA | CASTILHO, EDUARDO D | 14d |
| Art Unit | Apps |
|---|---|
| 3692 | 5 |
| 3694 | 4 |
| 3695 | 3 |
| 3693 | 3 |
| 3698 | 2 |
| 3699 | 2 |
| 3697 | 2 |
| 3626 | 2 |
| 3622 | 2 |
| 3621 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19259788 | DECENTRALIZED STORAGE OF TRANSACTION DATA | CASTILHO, EDUARDO D | 3698 | §103 | Non-Final OA | 14d | Pending | Jul 03, 2025 |
| 19052989 | INTERACTIVE VOICE CAPABILITIES FOR PROSPECT DIGITAL ACQUISITION | KOLOSOWSKI-GAGER, KATHERINE | 3687 | §101 | Non-Final OA | 2d overdue | Pending | Feb 13, 2025 |
| 19031147 | SYSTEMS AND METHODS FOR PROVISIONING TRANSACTION DATA TO MOBILE COMMUNICATIONS DEVICES | OUSSIR, EL MEHDI | 3699 | §102 | Non-Final OA | 35d overdue | Pending | Jan 17, 2025 |
| 19001949 | DATA ANOMALY DETECTION, NOTIFICATION, AND MANAGEMENT | LEIBOVICH, YAIR | 2114 | §103 | Non-Final OA | 29d | Pending | Dec 26, 2024 |
| 18950408 | AUTOMATED TRANSFER OF ENRICHED TRANSACTION ACCOUNT DATA TO A SUBMITTED RECORD OF CHARGE | TRAN, HAI | 3695 | §103 | Non-Final OA | 1d overdue | Pending | Nov 18, 2024 |
| 18933753 | DECENTRALIZED IDENTITY-BASED ACCOUNT AND USER VERIFICATION | NIGH, JAMES D | 3699 | §103 | Final Rejection | 33d | Pending | Oct 31, 2024 |
| 18929562 | MACHINE LEARNING ASSISTED IDENTIFICATION OF SECURITY PATTERNS | HENDERSON, ESTHER BENOIT | 2458 | §103 | Non-Final OA | 70d | Pending | Oct 28, 2024 |
| 18884902 | COMPUTER-BASED SYSTEMS CONFIGURED TO UTILIZE PREDICTIVE MACHINE LEARNING TECHNIQUES TO DEFINE SOFTWARE OBJECTS AND METHODS OF USE THEREOF | SANA, MOHAMMAD AZAM | 2166 | Other | Final Rejection | 5d | Pending | Sep 13, 2024 |
| 18792156 | PAYMENT NETWORK TRANSACTION SCHEDULER | POINVIL, FRANTZY | 3693 | Other | Final Rejection | 5d overdue | Pending | Aug 01, 2024 |
| 18769893 | LINEAGE DATA FOR DATA RECORDS | WALDRON, SCOTT A | 2152 | §101 | Final Rejection | 20d | Pending | Jul 11, 2024 |
| 18763464 | LINKING A TRANSACTION ACCOUNT WITH A FORM FACTOR | TRAN, HAI | 3695 | §101 | Non-Final OA | 5d | Pending | Jul 03, 2024 |
| 18746937 | COMPUTER-BASED SYSTEMS HAVING DATA STRUCTURES CONFIGURED FOR MACHINE LEARNING CLASSIFICATION OF ENTITIES AND METHODS OF USE THEREOF | GAUTHIER, GERALD | 2692 | Other | Non-Final OA | 8d | Pending | Jun 18, 2024 |
| 18745510 | SPLITTING GROUP CHARGES | JAMES, GREGORY MARK | 3692 | §101 | Final Rejection | 16d overdue | Pending | Jun 17, 2024 |
| 18678424 | MOBILE DEVICE TRANSACTION CREDENTIAL LENDING | CHAKRAVARTI, ARUNAVA | 3692 | §101 | Non-Final OA | 22d | Pending | May 30, 2024 |
| 18669704 | GENERATING VERIFIED GROUP PROFILES | HOANG, HIEU T | 2449 | §103 | Non-Final OA | 12d | Pending | May 21, 2024 |
| 18664448 | AUTOMATED DOCUMENT PROCESSING | KHAN, SHAHID K | 2146 | §103 | Non-Final OA | 19d overdue | Pending | May 15, 2024 |
| 18645775 | METAVERSE AUTHENTICATION | QAYYUM, ZESHAN | 3697 | §103 | Non-Final OA | 1d overdue | Pending | Apr 25, 2024 |
| 18628920 | RETURN MANAGEMENT SERVICE | BAHL, SANGEETA | 3626 | §103 | Non-Final OA | 5d overdue | Pending | Apr 08, 2024 |
| 18613610 | MULTIMODAL LARGE LANGUAGE MODEL (LLM)-BASED THREAT MODELING | DAY, JASMINE MOCHEN | 2499 | §102 | Non-Final OA | 16d | Pending | Mar 22, 2024 |
| 18596551 | AUTOMATED NON-BILLING CYCLE REMITTANCE | RANKINS, WILLIAM E | 3694 | §112 | Final Rejection | 5d | Pending | Mar 05, 2024 |
| 18438127 | SYSTEM AND METHOD FOR MULTI-CONNECTION POINT OF SALE TERMINAL FOR ACTIVITY TRACKING | GIERINGER, MELINDA J | 3622 | §103 | Non-Final OA | 42d | Pending | Feb 09, 2024 |
| 18419489 | PROVIDING PERSONALIZED INCENTIVES FOR BUNDLING ACTIVITIES | DAGNEW, SABA | 3621 | §103 | Final Rejection | 77d overdue | Pending | Jan 22, 2024 |
| 18400229 | DECISION ENGINE FOR ACCOUNT OFFERS | ERB, NATHAN | 3628 | §101 | Non-Final OA | 14d | Pending | Dec 29, 2023 |
| 18526502 | SYSTEM AND METHOD FOR VERSATILE TRAVEL BOOKING AND TRAVEL DATA MANAGEMENT | WALLICK, STEPHANIE SHOSHANA | 3628 | §103 | Final Rejection | 30d overdue | Pending | Dec 01, 2023 |
| 18519889 | INTELLIGENT DOCUMENT SYSTEM | PHANTANA ANGKOOL, DAVID | 2172 | §103 | Non-Final OA | 46d | Pending | Nov 27, 2023 |
| 18514293 | AUTOMATED CONVERSION OF DATA TRANSFORMATION FUNCTIONS | SINGH, AMRESH | 2159 | §103 | Non-Final OA | 70d | Pending | Nov 20, 2023 |
| 18505768 | METADATA RECOMMENDATIONS GENERATION | WILLOUGHBY, ALICIA M | 2156 | §103 | Non-Final OA | 27d | Pending | Nov 09, 2023 |
| 18502739 | SYSTEM AND METHOD FOR AMBIENT AWARENESS WITHIN A WEB ENVIRONMENT | SEYE, ABDOU K | 2198 | §103 | Non-Final OA | 7d | Pending | Nov 06, 2023 |
| 18473496 | ENHANCED USER INTERACTIONS | HOQUE, NAFIZ E | 2693 | §103 | Final Rejection | 3d overdue | Pending | Sep 25, 2023 |
| 18463359 | AUTHENTICATION OPTIMIZATION FOR CHATBOT INTERACTIONS | NANO, SARGON N | 2443 | §101 | Non-Final OA | 70d | Pending | Sep 08, 2023 |
| 18454224 | TRANSFER PROTOCOL USING DECENTRALIZED IDENTIFIERS AND VERIFIABLE CREDENTIALS | JIMENEZ, JUSTIN ABEL | 3697 | §103 | Non-Final OA | — | Pending | Aug 23, 2023 |
| 18446760 | SYSTEMS AND METHODS FOR ELECTRONIC PAYMENT USING LOYALTY REWARDS | WOODWORTH, II, ALLAN J | 3622 | §103 | Final Rejection | 59d overdue | Pending | Aug 09, 2023 |
| 18357812 | SYSTEMS AND METHODS FOR DISTRIBUTING ADVERTISEMENTS | FLYNN, KEVIN H | 3600 | §103 | Final Rejection | 188d overdue | Pending | Jul 24, 2023 |
| 18346658 | PROGRAMMED SERVERS WITH ASSOCIATED DATA STRUCTURES TO TRACK AND MANAGE USER-RELATED ACTIVITY DATA | PINSKY, DOUGLAS W | 3626 | §101 | Final Rejection | 37d overdue | Pending | Jul 03, 2023 |
| 18346570 | LEAKAGE DETECTION SYSTEM | GAW, MARK H | 3693 | §101 | Final Rejection | 3d overdue | Pending | Jul 03, 2023 |
| 18331512 | CONFIGURABLE SERVICES FOR A PAYMENT INSTRUMENT | RAMPHAL, LATASHA DEVI | 3688 | §103 | Non-Final OA | 34d | Pending | Jun 08, 2023 |
| 18330644 | TRANSACTION ACCOUNT CHARGE SPLITTING | BEKERMAN, MICHAEL | 3621 | §101 | Final Rejection | 112d overdue | Pending | Jun 07, 2023 |
| 18137746 | COMPOSABLE FULLY AUTONOMOUS PROCESSING | MOTTER, JORDAN SCOTT | 2198 | §103 | Final Rejection | 1d overdue | Pending | Apr 21, 2023 |
| 18303306 | CLIENT-SIDE TRANSACTION MODIFICATIONS | SHAH, BHAVIN D | 3694 | §101 | Non-Final OA | 24d overdue | Pending | Apr 19, 2023 |
| 18296893 | TRACKING REPAYMENT STATUS ACROSS MULTIPLE PAYMENT SYSTEMS | JAMES, GREGORY MARK | 3692 | §101 | Final Rejection | 13d | Pending | Apr 06, 2023 |
| 18296872 | CHARGE SPLITTING ACROSS MULTIPLE PAYMENT SYSTEMS | JAMES, GREGORY MARK | 3692 | §101 | Non-Final OA | 29d | Pending | Apr 06, 2023 |
| 18174204 | ELECTRONIC WALLET AND ACCOMODATION OF TRANSACTION LIMITS WITH A CENTRAL BANK DIGITAL CURRENCY | MALHOTRA, SANJEEV | 3691 | §101 | Final Rejection | 7d | Pending | Feb 24, 2023 |
| 18113806 | PREDICTIVE REVENUE DISTRIBUTION USING A REAL-TIME PAYMENT NETWORK | YU, ARIEL J | 3627 | §103 | Final Rejection | 3d overdue | Pending | Feb 24, 2023 |
| 18106798 | DETECTING SECURITY BREACHES WITH WATCHDOG TRANSACTION ACCOUNTS | SULLIVAN, THOMAS J | 3689 | §101 | Non-Final OA | 54d | Pending | Feb 07, 2023 |
| 18159738 | AVAILABILITY STATUS FOR REAL-TIME PAYMENT NETWORKS | CHISM, STEVEN R | 3692 | §101 | Final Rejection | 25d overdue | Pending | Jan 26, 2023 |
| 18100973 | MULTIRAIL PAYMENT ACCOUNTS | CHANG, EDWARD | 3696 | §101 | Non-Final OA | 86d overdue | Pending | Jan 24, 2023 |
| 18096368 | RISK LEVEL FOR MODIFYING SECURITY SAFEGUARDS | RANKINS, WILLIAM E | 3694 | §101 | Non-Final OA | 8d overdue | Pending | Jan 12, 2023 |
| 18087230 | DIRECT DEVICE-TO-DEVICE ASSET TRANSFER | NGUYEN, LIZ P | 3696 | §103 | Final Rejection | 15d overdue | Pending | Dec 22, 2022 |
| 18084829 | METHOD OF ALLOWING SELECTABLE CURRENCY WITHIN AN ACCOUNT | WARDEN, MICHAEL J | 3694 | §101 | Final Rejection | 45d overdue | Pending | Dec 20, 2022 |
| 17893518 | BATCH FUNCTIONS FRAMEWORK | HU, SELINA ELISA | 2193 | §103 | Non-Final OA | 46d overdue | Pending | Aug 23, 2022 |
| 17824195 | AUTHENTICATION CHALLENGES BASED ON FRAUD INITIATION REQUESTS | KAZIMI, HANI M | 3691 | §101 | Non-Final OA | 4d overdue | Pending | May 25, 2022 |
| 17750982 | VIRTUALIZED TRANSACTION INSTRUMENTS USING PROCESSING ALIASES | WEISBERGER, RICHARD C | 3693 | §101 | Non-Final OA | 180d overdue | Pending | May 23, 2022 |
| 17492021 | CUSTODIAL SYSTEMS FOR NON-FUNGIBLE TOKENS | IDIAKE, VINCENT I | 3698 | §103 | Non-Final OA | 15d overdue | Pending | Oct 01, 2021 |
| 17355911 | APPLYING A FUNCTION TO A PASSWORD TO DETERMINE AN EXPECTED RESPONSE | PERUNGAVOOR, VENKATANARAY | 2492 | §101 | Final Rejection | 17d overdue | Pending | Jun 23, 2021 |
| 15357426 | RAPID CHECKOUT PRE-INITIATION | GREGG, MARY M | 3695 | §101 | Final Rejection | 23d overdue | Pending | Nov 21, 2016 |
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