Prosecution Insights
Prosecution Insights
81 pending office actions • 38 art units • 73 examiners • 0 of 81 (0%) have an AI response strategy ready • 66 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 29 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. 29 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 | 20 (25%) |
| §101 + other | 32 (40%) |
| §103 only | 18 (22%) |
| §112 only | 2 (2%) |
| Double-patenting only | 3 (4%) |
| Multi-statute (no §101) | 6 (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 |
|---|---|---|---|
| REAGAN, JAMES A | 2 | 71.2% | +20.1% |
| IMMANUEL, ILSE I | 2 | 26.6% | +26.6% |
| OUSSIR, EL MEHDI | 2 | 49.0% | +49.4% |
| ABEDIN, NORMIN | 2 | 84.4% | +10.0% |
| JAMES, GREGORY MARK | 2 | 19.7% | +14.3% |
| RANKINS, WILLIAM E | 2 | 57.7% | +8.2% |
| GREGG, MARY M | 2 | 14.0% | +14.1% |
| IDIAKE, VINCENT I | 2 | 71.6% | +19.9% |
| PARK, YONG S | 1 | 25.4% | +12.0% |
| APPLE, KIRSTEN SACHWITZ | 1 | 60.6% | +4.5% |
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 |
|---|---|---|---|
| 18929558 | SECURE SHARING OF DATA BETWEEN APPLICATIONS | ABEDIN, NORMIN | — |
| 18458381 | MANAGING VERIFIABLE CREDENTIAL LINKAGES TO DENOTE RELATIONSHIPS | ABEDIN, NORMIN | — |
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 |
|---|---|---|---|
| 18357812 | SYSTEMS AND METHODS FOR DISTRIBUTING ADVERTISEMENTS | FLYNN, KEVIN H | 188d overdue |
| 17893518 | BATCH FUNCTIONS FRAMEWORK | HU, SELINA ELISA | 46d overdue |
| 19031147 | SYSTEMS AND METHODS FOR PROVISIONING TRANSACTION DATA TO MOBILE COMMUNICATIONS DEVICES | OUSSIR, EL MEHDI | 35d overdue |
| 18526502 | SYSTEM AND METHOD FOR VERSATILE TRAVEL BOOKING AND TRAVEL DATA MANAGEMENT | WALLICK, STEPHANIE SHOSHANA | 30d 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 |
| 17355911 | APPLYING A FUNCTION TO A PASSWORD TO DETERMINE AN EXPECTED RESPONSE | PERUNGAVOOR, VENKATANARAY | 17d 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 |
| 15357426 | RAPID CHECKOUT PRE-INITIATION | GREGG, MARY M | 23d overdue |
| 18745510 | SPLITTING GROUP CHARGES | JAMES, GREGORY MARK | 16d overdue |
| 17492021 | CUSTODIAL SYSTEMS FOR NON-FUNGIBLE TOKENS | IDIAKE, VINCENT I | 15d overdue |
| 18296893 | TRACKING REPAYMENT STATUS ACROSS MULTIPLE PAYMENT SYSTEMS | JAMES, GREGORY MARK | 13d |
| 19538816 | METHODS AND SYSTEMS OF CENTRAL BANK DIGITAL CURRENCY FACILITATED MICROPAYMENTS | REAGAN, JAMES A | — |
| 19320878 | SYSTEMS AND METHODS FOR AN ACCOUNT ISSUER TO MANAGE A MOBILE WALLET | IMMANUEL, ILSE I | — |
| 19269519 | PAYMENT INSTRUMENT ADAPTABLE FOR MULTIPLE CENTRAL BANK DIGITAL CURRENCIES | REAGAN, JAMES A | — |
| Art Unit | Apps |
|---|---|
| 3699 | 7 |
| 3694 | 5 |
| 3695 | 5 |
| 3692 | 5 |
| 3697 | 4 |
| 3698 | 4 |
| 3693 | 4 |
| 3691 | 3 |
| 2449 | 3 |
| 3688 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19538816 | METHODS AND SYSTEMS OF CENTRAL BANK DIGITAL CURRENCY FACILITATED MICROPAYMENTS | REAGAN, JAMES A | 3697 | §101§103 | Non-Final OA | — | Pending | Feb 12, 2026 |
| 19320878 | SYSTEMS AND METHODS FOR AN ACCOUNT ISSUER TO MANAGE A MOBILE WALLET | IMMANUEL, ILSE I | 3699 | §103§112Other | Non-Final OA | — | Pending | Sep 05, 2025 |
| 19269519 | PAYMENT INSTRUMENT ADAPTABLE FOR MULTIPLE CENTRAL BANK DIGITAL CURRENCIES | REAGAN, JAMES A | 3697 | §101§103 | Non-Final OA | — | Pending | Jul 15, 2025 |
| 19259813 | OPTIMAL ROUTING OF PAYMENTS | PARK, YONG S | — | §103 | Non-Final OA | — | Pending | Jul 03, 2025 |
| 19249335 | BIOMETRIC-BASED IDENTITY VERIFICATON USING ZERO-KNOWLEDGE PROOFS | OUSSIR, EL MEHDI | 3699 | §101§103§112 | Non-Final OA | — | Pending | Jun 25, 2025 |
| 19246362 | OVERLAY NETWORK FOR REAL-TIME PAYMENT NETWORKS | APPLE, KIRSTEN SACHWITZ | 3691 | §101Other | Non-Final OA | — | Pending | Jun 23, 2025 |
| 19094388 | SURFACING LOCAL MERCHANTS WITH ENHANCED REWARD OPPORTUNITIES | STROUD, CHRISTOPHER | — | §101§102§103 | Non-Final OA | — | Pending | Mar 28, 2025 |
| 19094437 | REMOTELY SHARING A PAYMENT INSTRUMENT TO A CLIENT DEVICE | LEE, CLAY C | 3699 | §103 | Final Rejection | — | Pending | Mar 28, 2025 |
| 19087961 | OCCASION-BASED PROXY TRANSACTION ACCOUNT GROUPS | DAGNEW, SABA | — | §101§103 | Non-Final OA | — | Pending | Mar 24, 2025 |
| 19081686 | SYSTEM AND METHOD FOR TOPIC-BASED SEARCH ENGINE | TO, BAOQUOC N | 2154 | §101§103Other | Final Rejection | — | Pending | Mar 17, 2025 |
| 19064366 | CROSS-CHANNEL CONSISTENT USER CONTENT | KIM, TAELOR | 2859 | DP | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19052989 | INTERACTIVE VOICE CAPABILITIES FOR PROSPECT DIGITAL ACQUISITION | KOLOSOWSKI-GAGER, KATHERINE | 3687 | §101 | Final Rejection | 2d overdue | Pending | Feb 13, 2025 |
| 19031147 | SYSTEMS AND METHODS FOR PROVISIONING TRANSACTION DATA TO MOBILE COMMUNICATIONS DEVICES | OUSSIR, EL MEHDI | 3699 | §101§103 | Final Rejection | 35d overdue | Pending | Jan 17, 2025 |
| 19019937 | NON-FUNGIBLE TOKENS FOR PAYMENT INSTRUMENTS | DANG, CHRISTINE | 3698 | §103 | Final Rejection | — | Pending | Jan 14, 2025 |
| 19014043 | PAYMENT ACCESSIBILITY NOTIFICATIONS | WILDER, ANDREW H | — | §101 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 19007075 | CONSENSUS-BASED DETERMINISTIC AGENTIC SYSTEM | LAM, PHILIP HUNG FAI | 2656 | §101§103 | Non-Final OA | — | Pending | Dec 31, 2024 |
| 19005871 | DIGITAL ASSISTANT INTERACTIONS HANDLING | MILLER, JAMES H | 3694 | §103§112 | Final Rejection | — | Pending | Dec 30, 2024 |
| 18967814 | NFC-BASED SELF-CHECKOUT SYSTEM | PALAVECINO, KATHLEEN GAGE | 3688 | §101§102 | Final Rejection | — | Pending | Dec 04, 2024 |
| 18930083 | NON-FUNGIBLE TOKEN AUTHENTICATION | LANIER, BENJAMIN E | 2437 | §103Other | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18928660 | SYSTEMS AND METHODS FOR IN-APPLICATION AND IN-BROWSER PURCHASES | KHATRI, NILESH B | 3699 | §103Other | Non-Final OA | — | Pending | Oct 28, 2024 |
| 18929558 | SECURE SHARING OF DATA BETWEEN APPLICATIONS | ABEDIN, NORMIN | 2449 | §103 | Final Rejection | — | Pending | Oct 28, 2024 |
| 18910610 | DYNAMIC PROMPT TEMPLATE ENFORCEMENT AND CATEGORIZATION SYSTEM | LE, THUYKHANH | 2655 | §112 | Non-Final OA | — | Pending | Oct 09, 2024 |
| 18906234 | DOCUMENT FRAUD PREVENTION SYSTEM | SHOEMAKER, ERIC JAMES | 2664 | §102§103 | Non-Final OA | — | Pending | Oct 04, 2024 |
| 18817874 | AUTOMATED VIRAL CONTENT DETECTION | DETWEILER, JAMES M | 3621 | §101§103§112 | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18800960 | DETECTING AN ANOMALOUS ACTIVITY IN A TRANSACTION DATA STRUCTURE | PHAN, NICHOLAS K | 3699 | §103 | Final Rejection | — | Pending | Aug 12, 2024 |
| 18792156 | PAYMENT NETWORK TRANSACTION SCHEDULER | POINVIL, FRANTZY | 3693 | DP | Non-Final OA | 5d overdue | Pending | Aug 01, 2024 |
| 18784509 | DECENTRALIZED ARCHITECTURE USING ARTIFICIAL INTELLIGENCE DRIVEN AUTONOMOUS SELF-HEALING OF DISTRIBUTED SOFTWARE | BOURZIK, BRAHIM | 2191 | §103 | Non-Final OA | — | Pending | Jul 25, 2024 |
| 18781347 | DIGITAL WALLET AUTHENTICATION SYSTEM AND METHOD | ASGARI, SIMA | 3698 | §101§103 | Non-Final OA | — | Pending | Jul 23, 2024 |
| 18776932 | SECURE CONVERSATIONAL PAYMENT SERVICE | HOLLY, JOHN H | 3696 | §101§103 | Final Rejection | — | Pending | Jul 18, 2024 |
| 18769893 | LINEAGE DATA FOR DATA RECORDS | WALDRON, SCOTT A | 2152 | §101Other | Final Rejection | 20d | Pending | Jul 11, 2024 |
| 18763464 | LINKING A TRANSACTION ACCOUNT WITH A FORM FACTOR | TRAN, HAI | 3695 | §101§102§103Other | Non-Final OA | 5d | Pending | Jul 03, 2024 |
| 18762098 | Predictive Communication System | O'SHEA, BRENDAN S | 3626 | §103 | Non-Final OA | — | Pending | Jul 02, 2024 |
| 18746937 | COMPUTER-BASED SYSTEMS HAVING DATA STRUCTURES CONFIGURED FOR MACHINE LEARNING CLASSIFICATION OF ENTITIES AND METHODS OF USE THEREOF | GAUTHIER, GERALD | 2692 | DP | Final Rejection | 8d | Pending | Jun 18, 2024 |
| 18745510 | SPLITTING GROUP CHARGES | JAMES, GREGORY MARK | 3692 | §101 | Non-Final OA | 16d overdue | Pending | Jun 17, 2024 |
| 18740225 | SECURE MOBILE CHECKOUT SYSTEM | COBB, MATTHEW | 3661 | §103 | Non-Final OA | — | Pending | Jun 11, 2024 |
| 18731717 | AUTOMATED GIFTING USING MACHINE LEARNING | RAMPHAL, LATASHA DEVI | 3688 | §101§103§112 | Final Rejection | — | Pending | Jun 03, 2024 |
| 18679253 | QUANTUM WATERMARKING OF BIOMETRIC IDENTIFIERS | VARNDELL, ROSS E | 2674 | §103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18678424 | MOBILE DEVICE TRANSACTION CREDENTIAL LENDING | CHAKRAVARTI, ARUNAVA | 3692 | §101 | Final Rejection | 22d | Pending | May 30, 2024 |
| 18676590 | HYBRID AUTHENTICATION USING QUANTUM KEY DISTRIBUTION | WRIGHT, BRYAN F | 2497 | §103 | Non-Final OA | — | Pending | May 29, 2024 |
| 18669708 | DYNAMIC MILESTONE TRACKING | MANDEL, MONICA A | 3622 | §101§103 | Non-Final OA | — | Pending | May 21, 2024 |
| 18664448 | AUTOMATED DOCUMENT PROCESSING | KHAN, SHAHID K | 2146 | §103 | Final Rejection | 19d overdue | Pending | May 15, 2024 |
| 18645775 | METAVERSE AUTHENTICATION | QAYYUM, ZESHAN | 3697 | §101§103§112 | Final Rejection | 1d overdue | Pending | Apr 25, 2024 |
| 18628920 | RETURN MANAGEMENT SERVICE | BAHL, SANGEETA | 3626 | §101§103 | Non-Final OA | 5d overdue | Pending | Apr 08, 2024 |
| 18629144 | Tokenized Pre-Transaction Account Combination | HAYLES, ASHFORD S | 3627 | §103 | Final Rejection | — | Pending | Apr 08, 2024 |
| 18596551 | AUTOMATED NON-BILLING CYCLE REMITTANCE | RANKINS, WILLIAM E | 3694 | §112 | Final Rejection | 5d | Pending | Mar 05, 2024 |
| 18583571 | REAL-TIME MULTI-SOURCE EVENT AGGREGATION FOR ITINERARY GENERATION AND MANAGEMENT | GOMEZ, CHRISTOPHER ALBERT | 3628 | §101 | Non-Final OA | 6d | Pending | Feb 21, 2024 |
| 18400570 | DISTRIBUTED LEDGER ENABLED LARGE LANGUAGE MODEL SECURITY PROTOCOL | PASHA, ATHAR N | 2657 | §103 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18400997 | SYSTEM AND METHOD FOR THREAT DETECTION AND PREVENTION | BINCZAK, BRANDON MICHAEL | 2437 | §103§112 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18394200 | CLASSIFYING CUSTOMER EXPERIENCE SENTIMENT USING MACHINE LEARNING | LEE, MICHAEL CHRISTOPHER | — | §101§103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18390254 | SOFTWARE VULNERABILITY DETECTION | MARTINEZ, TOMMY NMN | 2496 | §103§112 | Final Rejection | — | Pending | Dec 20, 2023 |
| 18526502 | SYSTEM AND METHOD FOR VERSATILE TRAVEL BOOKING AND TRAVEL DATA MANAGEMENT | WALLICK, STEPHANIE SHOSHANA | 3628 | §101§103§112 | Non-Final OA | 30d overdue | Pending | Dec 01, 2023 |
| 18525126 | INTEGRATED SERVICES EXPERIENCE | EKECHUKWU, CHINEDU U | 3695 | §101§103 | Final Rejection | — | Pending | Nov 30, 2023 |
| 18511213 | FEDERATED LEARNING FINANCIAL INTELLECT SERVICE | SHARVIN, DAVID P | 3692 | §101§112 | Non-Final OA | — | Pending | Nov 16, 2023 |
| 18504771 | SYSTEM AND METHOD FOR PRE-LOADING CONTENT IN A WEB ENVIRONMENT | NIU, JIAHE | 2119 | §103 | Non-Final OA | — | Pending | Nov 08, 2023 |
| 18492390 | PREDICTIVE SPENDING AND PAYMENT MANAGEMENT SYSTEMS AND METHODS | SHAIKH, MOHAMMAD Z | 3694 | §101 | Final Rejection | — | Pending | Oct 23, 2023 |
| 18486578 | CONFIGURING FOREIGN PAYMENT INSTRUMENTS BASED ON TRAVEL TRANSACTIONS | IMMANUEL, ILSE I | 3699 | §101§103§112 | Non-Final OA | — | Pending | Oct 13, 2023 |
| 18463359 | AUTHENTICATION OPTIMIZATION FOR CHATBOT INTERACTIONS | NANO, SARGON N | 2443 | §101 | Non-Final OA | 70d | Pending | Sep 08, 2023 |
| 18458381 | MANAGING VERIFIABLE CREDENTIAL LINKAGES TO DENOTE RELATIONSHIPS | ABEDIN, NORMIN | 2449 | §103 | Non-Final OA | — | Pending | Aug 30, 2023 |
| 18454224 | TRANSFER PROTOCOL USING DECENTRALIZED IDENTIFIERS AND VERIFIABLE CREDENTIALS | JIMENEZ, JUSTIN ABEL | 3697 | §101§103 | Non-Final OA | — | Pending | Aug 23, 2023 |
| 18234240 | DYNAMIC TRUST SCORE | GREGG, MARY M | 3695 | §101§103 | Final Rejection | — | Pending | Aug 15, 2023 |
| 18361155 | DECENTRALIZED IDENTIFIER BASED FORM SUBMISSIONS | OYEBISI, OJO O | 3695 | §101§102§103 | Non-Final OA | — | Pending | Jul 28, 2023 |
| 18357812 | SYSTEMS AND METHODS FOR DISTRIBUTING ADVERTISEMENTS | FLYNN, KEVIN H | 3600 | §101§103 | Non-Final OA | 188d overdue | Pending | Jul 24, 2023 |
| 18222604 | ACCELERATED TRANSACTION SERVICE | PRESTON, JOHN O | 3693 | §101§103 | Non-Final OA | — | Pending | Jul 17, 2023 |
| 18346570 | LEAKAGE DETECTION SYSTEM | GAW, MARK H | 3693 | §101 | Final Rejection | 3d overdue | Pending | Jul 03, 2023 |
| 18344210 | NOTIFICATIONS FOR SPLITTING TRANSACTIONS | PUTTAIAH, ASHA | 3691 | §101§112 | Final Rejection | — | Pending | Jun 29, 2023 |
| 18206177 | ENHANCED FINANCIAL ACCOUNT MANAGEMENT AND TRANSACTION CAPABILITIES | DUCK, BRANDON M | 3693 | §101 | Non-Final OA | — | Pending | Jun 06, 2023 |
| 18202099 | REWARDS PROGRAM ACCORDING TO TRANSACTION FREQUENCY | SNIDER, SCOTT | 3621 | §101§103§112 | Final Rejection | — | Pending | May 25, 2023 |
| 18303306 | CLIENT-SIDE TRANSACTION MODIFICATIONS | SHAH, BHAVIN D | 3694 | §101 | Final Rejection | 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 |
| 18189843 | SYSTEMS AND METHODS FOR ADVANCED TARGETING | GARCIA-CHING, KARINA J | 2449 | §101§103 | Non-Final OA | — | Pending | Mar 24, 2023 |
| 18113806 | PREDICTIVE REVENUE DISTRIBUTION USING A REAL-TIME PAYMENT NETWORK | YU, ARIEL J | 3627 | §101 | Non-Final OA | 3d overdue | Pending | Feb 24, 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 |
| 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 | Non-Final OA | 25d overdue | Pending | Jan 26, 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 | §101 | Non-Final OA | 15d overdue | Pending | Dec 22, 2022 |
| 17982682 | SYSTEMS AND METHODS FOR PAYMENT USING BIOMETRIC INFORMATION | IDIAKE, VINCENT I | 3698 | §101§103 | Final Rejection | — | Pending | Nov 08, 2022 |
| 17893518 | BATCH FUNCTIONS FRAMEWORK | HU, SELINA ELISA | 2193 | §103§112 | Final Rejection | 46d overdue | Pending | Aug 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§102 | Non-Final OA | 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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