Prosecution Insights
Prosecution Insights
57 pending office actions • 24 art units • 37 examiners • 9 of 57 (16%) have an AI response strategy ready • 44 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 13 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. 13 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 | 11 (19%) |
| §101 + other | 28 (49%) |
| §103 only | 11 (19%) |
| Double-patenting only | 1 (2%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 5 (9%) |
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 |
|---|---|---|---|
| RANKINS, WILLIAM E | 6 | 57.7% | +8.2% |
| OJIAKU, CHIKAODINAKA | 4 | 45.6% | +8.7% |
| BULLOCK, JOSHUA | 4 | 82.6% | +16.1% |
| PINSKY, DOUGLAS W | 3 | 25.2% | +16.8% |
| YESILDAG, LAURA G | 3 | 35.1% | +41.9% |
| HALM, KWEKU WILLIAM | 3 | 79.5% | +11.0% |
| MADAMBA, CLIFFORD B | 2 | 44.2% | +14.9% |
| ROSEN, ELIZABETH H | 2 | 45.9% | +51.3% |
| JONES, COURTNEY PATRICE | 2 | 68.7% | +21.9% |
| LOZA, JANICE JOMARIE | 1 | 7.7% | +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 |
|---|---|---|---|
| 18658592 | COMPUTER SYSTEMS AND METHODS FOR MONITORING CUSTOMER FINANCIAL TRANSACTIONS FOR POTENTIAL FINANCIAL CRIMES | BAIRD, EDWARD J | 42d overdue |
| 18968495 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 31d overdue |
| 18985990 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 2d overdue |
| 18982273 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 2d overdue |
| 18677204 | DEVICES, SYSTEMS, AND METHODS FOR ENHANCING TRANSACTION SECURITY AND REDUCING FRAUD | ALLADIN, AMBREEN A | 34d |
| 19234752 | SYSTEMS AND METHODS FOR AUTOMATIC PAYMENT POSTING | REICHERT, RACHELLE LEIGH | 75d |
| 19034725 | Technologies for Real-Time Payments Monitoring | POE, KEVIN T | 75d |
| 18958146 | Systems and Methods for Preventing Unauthorized Access to Computing Systems | NGUYEN, CAROLINE HOANG-ANH | 76d |
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 |
|---|---|---|---|
| 18365430 | SYSTEMS AND METHODS FOR INTEGRATING AND OPTIMIZING SECURITY SYSTEMS | HALM, KWEKU WILLIAM | 68d |
| 19376159 | Methods and Systems for Shareholder Election | LOZA, JANICE JOMARIE | — |
| 19311028 | Technologies for Resolving Disputed Transactions and Customer Service With Artificial Intelligence Agent-Based Systems | MADAMBA, CLIFFORD B | — |
| 19196366 | Technologies for Providing Self-Updating Alert Volume Prediction | MADAMBA, CLIFFORD B | — |
| 18989873 | SYSTEMS AND METHODS FOR AUTOMATED RISK ASSESSMENT ANALYSIS | ROSEN, ELIZABETH H | — |
| 18984771 | SYSTEMS AND METHODS FOR AUTOMATED RISK ASSESSMENT ANALYSIS | ROSEN, ELIZABETH H | — |
| 18977355 | SYSTEMS AND METHODS FOR TRAINING AND APPLYING MACHINE LEARNING SYSTEMS IN FRAUD DETECTION | PINSKY, DOUGLAS W | — |
| 18973395 | DATA MIGRATION FACTORY | BULLOCK, JOSHUA | — |
| Art Unit | Apps |
|---|---|
| 3692 | 6 |
| 3694 | 6 |
| 3696 | 4 |
| 2166 | 4 |
| 2153 | 4 |
| 3626 | 3 |
| 3629 | 3 |
| 2161 | 2 |
| 3695 | 2 |
| 3699 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19376159 | Methods and Systems for Shareholder Election | LOZA, JANICE JOMARIE | 3698 | §101§102§103 | Non-Final OA | — | Pending | Oct 31, 2025 |
| 19311028 | Technologies for Resolving Disputed Transactions and Customer Service With Artificial Intelligence Agent-Based Systems | MADAMBA, CLIFFORD B | 3692 | §101§103 | Non-Final OA | — | Pending | Aug 27, 2025 |
| 19311283 | Technologies for Resolving Disputed Transactions and Customer Service With Artificial Intelligence Agent-Based Systems | KYU, TAYAR M | 3628 | §101§103 | Non-Final OA | — | Pending | Aug 27, 2025 |
| 19259455 | SYSTEMS AND METHODS FOR ENHANCED DATA PREPARATION FLEXIBILITY | WILLOUGHBY, ALICIA M | 2161 | §103§112Other | Non-Final OA | — | Pending | Jul 03, 2025 |
| 19234752 | SYSTEMS AND METHODS FOR AUTOMATIC PAYMENT POSTING | REICHERT, RACHELLE LEIGH | 3683 | §101§102§103 | Non-Final OA | 75d | AI Ready | Jun 11, 2025 |
| 19226523 | Technologies for Writing Change Data in Real Time as a Transaction Occurs Using Multithreading | BIBBEE, JARED M | 2161 | §103 | Non-Final OA | — | Pending | Jun 03, 2025 |
| 19225833 | SYSTEMS AND METHODS FOR SECURE ONLINE ACTIVITIES TO ENHANCE DATA SECURITY AND EFFICIENCY | TIV, BACKHEAN | 2459 | §101§103 | Non-Final OA | — | Pending | Jun 02, 2025 |
| 19219398 | SYSTEMS AND METHODS FOR A GRAPH DATABASE | CHANNAVAJJALA, SRIRAMA T | — | §101§103 | Non-Final OA | — | Pending | May 27, 2025 |
| 19211983 | SYSTEMS AND METHODS FOR END-TO-END CONSUMER LENDING AND FINANCING SOLUTIONS FOR CHOOSING A CREDIT CARD | SCHWARZENBERG, PAUL | 3695 | §101§102DP | Non-Final OA | — | Pending | May 19, 2025 |
| 19212323 | SYSTEMS AND METHODS FOR PROCESSING DIGITAL EXPERIENCE INFORMATION | YU, XIANG | — | DP | Non-Final OA | — | Pending | May 19, 2025 |
| 19203394 | Systems and Methods for Tracking and Assessing Collateral Utilization | PRESTON, JOHN O | 3693 | §101§103 | Non-Final OA | — | Pending | May 09, 2025 |
| 19196366 | Technologies for Providing Self-Updating Alert Volume Prediction | MADAMBA, CLIFFORD B | — | §101§103 | Non-Final OA | — | Pending | May 01, 2025 |
| 19097097 | SYSTEMS AND METHODS FOR COLLECTING AND DISTRIBUTING DIGITAL EXPERIENCE INFORMATION | HTAY, LIN LIN M | — | §103 | Non-Final OA | — | Pending | Apr 01, 2025 |
| 19039130 | COMPUTER SYSTEMS AND METHODS FOR COMPLIANT COLLECTION OF PREMIUMS OWED TO A HEALTHCARE SERVICES PAYER VIA AUTOMATED CLEARING HOUSE (ACH) TRANSFERS | OJIAKU, CHIKAODINAKA | 3696 | §101 | Final Rejection | — | Pending | Jan 28, 2025 |
| 19034725 | Technologies for Real-Time Payments Monitoring | POE, KEVIN T | 3692 | §101§102§112 | Non-Final OA | 75d | Pending | Jan 23, 2025 |
| 19008918 | MACHINE LEARNING MODEL FOR IDENTIFYING EMERGING TOPICS | REN, ZHUBING | 2658 | §101§103§112 | Non-Final OA | — | Pending | Jan 03, 2025 |
| 19003686 | SYSTEM AND METHOD FOR PROVIDING A CONSOLIDATED DATA HUB | PHAM, KHANH B | 2166 | §103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 19004182 | SYSTEMS AND METHODS FOR DATA PROCESSING AND FEATURE RECOGNITION | JEANTY, ROMAIN | 3624 | §101 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18989873 | SYSTEMS AND METHODS FOR AUTOMATED RISK ASSESSMENT ANALYSIS | ROSEN, ELIZABETH H | — | §101§103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18986181 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 3694 | §101§103 | Final Rejection | — | Pending | Dec 18, 2024 |
| 18985990 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 3694 | §101DP | Final Rejection | 2d overdue | AI Ready | Dec 18, 2024 |
| 18984771 | SYSTEMS AND METHODS FOR AUTOMATED RISK ASSESSMENT ANALYSIS | ROSEN, ELIZABETH H | — | §101§102 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18982273 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 3694 | §101 | Final Rejection | 2d overdue | AI Ready | Dec 16, 2024 |
| 18983156 | DEVICES, SYSTEMS, AND METHODS FOR AUTHENTICATING SERVICE PROVIDER COMMUNICATIONS | KENNEDY, LESA M | 2458 | §103§112 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18977023 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 3694 | §101§112 | Non-Final OA | 84d | AI Ready | Dec 11, 2024 |
| 18977355 | SYSTEMS AND METHODS FOR TRAINING AND APPLYING MACHINE LEARNING SYSTEMS IN FRAUD DETECTION | PINSKY, DOUGLAS W | 3626 | §101§103 | Final Rejection | — | Pending | Dec 11, 2024 |
| 18973395 | DATA MIGRATION FACTORY | BULLOCK, JOSHUA | 2153 | §102§103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18973351 | DATA MIGRATION FACTORY | BULLOCK, JOSHUA | 2153 | §102§103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18973466 | DATA MIGRATION FACTORY | BULLOCK, JOSHUA | 2153 | §101§102 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18974380 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 3694 | §101§103§112 | Non-Final OA | 85d | AI Ready | Dec 09, 2024 |
| 18973535 | DATA MIGRATION FACTORY | BULLOCK, JOSHUA | 2153 | §102§103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18972362 | SYSTEMS AND METHODS FOR TRAINING AND APPLYING MACHINE LEARNING SYSTEMS IN FRAUD DETECTION | PINSKY, DOUGLAS W | 3626 | §101§103 | Final Rejection | — | Pending | Dec 06, 2024 |
| 18971771 | SYSTEMS AND METHODS FOR INTEGRATING DATABASES WITH PERMISSION-BASED ACCESS ON A USER INTERFACE | VO, ETHAN VIET | 2431 | §103 | Final Rejection | — | Pending | Dec 06, 2024 |
| 18968495 | SYSTEMS AND METHODS FOR VALIDATING CLIENT ACCOUNT DATA | RANKINS, WILLIAM E | 3694 | §101§103 | Non-Final OA | 31d overdue | AI Ready | Dec 04, 2024 |
| 18958146 | Systems and Methods for Preventing Unauthorized Access to Computing Systems | NGUYEN, CAROLINE HOANG-ANH | 2495 | §101§103 | Non-Final OA | 76d | Pending | Nov 25, 2024 |
| 18956103 | SYSTEMS AND METHODS FOR TRADING MEMBERSHIPS | JONES, COURTNEY PATRICE | 3699 | §103DP | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18939870 | Technologies for Efficient Detection of Money Laundering | OJIAKU, CHIKAODINAKA | 3696 | §101 | Final Rejection | — | Pending | Nov 07, 2024 |
| 18939780 | SYSTEMS AND METHODS FOR ANALYZING CUSTOMER COMPLAINTS | YESILDAG, LAURA G | 3629 | §101 | Non-Final OA | — | AI Ready | Nov 07, 2024 |
| 18939976 | Technologies for Prediction of Recurring Transactions | OJIAKU, CHIKAODINAKA | 3696 | §103 | Final Rejection | 71d overdue | Pending | Nov 07, 2024 |
| 18939204 | SYSTEMS AND METHODS FOR ANALYZING CUSTOMER COMPLAINTS | YESILDAG, LAURA G | 3629 | §101 | Non-Final OA | — | Pending | Nov 06, 2024 |
| 18925239 | SYSTEMS AND METHODS FOR INTEGRATING AND OPTIMIZING SECURITY SYSTEMS | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | — | Pending | Oct 24, 2024 |
| 18921885 | SYSTEMS AND METHODS FOR COMPUTER MODELING AND VISUALIZING ENTITY ATTRIBUTES | HALM, KWEKU WILLIAM | 2166 | §103 | Final Rejection | — | Pending | Oct 21, 2024 |
| 18799257 | SYSTEMS AND METHODS FOR CREDIT LINE MANAGEMENT | OJIAKU, CHIKAODINAKA | 3696 | §101 | Non-Final OA | — | Pending | Aug 09, 2024 |
| 18787176 | SYSTEMS AND METHODS FOR CALCULATING NET FLOWS | CHAKRAVARTI, ARUNAVA | 3692 | §101§103 | Final Rejection | — | Pending | Jul 29, 2024 |
| 18768655 | WORKFLOW GENERATOR TOOL FOR DATA EXTRACTION | GARCIA-GUERRA, DARLENE | 3625 | §101§103§112 | Non-Final OA | — | Pending | Jul 10, 2024 |
| 18680745 | SYSTEMS AND METHODS FOR RESOLVING COMPLIANCE CHECKS AND UPDATES | DARWISH, AMIR ELSAYED | 2199 | §103 | Non-Final OA | — | Pending | May 31, 2024 |
| 18677204 | DEVICES, SYSTEMS, AND METHODS FOR ENHANCING TRANSACTION SECURITY AND REDUCING FRAUD | ALLADIN, AMBREEN A | 3691 | §101 | Final Rejection | 34d | Pending | May 29, 2024 |
| 18658592 | COMPUTER SYSTEMS AND METHODS FOR MONITORING CUSTOMER FINANCIAL TRANSACTIONS FOR POTENTIAL FINANCIAL CRIMES | BAIRD, EDWARD J | 3692 | §101§103§112 | Final Rejection | 42d overdue | Pending | May 08, 2024 |
| 18626841 | SYSTEMS AND METHODS FOR TRADING MEMBERSHIPS | JONES, COURTNEY PATRICE | 3699 | §101§103 | Non-Final OA | — | AI Ready | Apr 04, 2024 |
| 18622302 | SYSTEMS AND METHODS FOR ANALYZING CUSTOMER COMPLAINTS | YESILDAG, LAURA G | 3629 | §101 | Non-Final OA | — | Pending | Mar 29, 2024 |
| 18442780 | DEPLOYING MULTIPLE VERSIONS OF SOFTWARE SIMULTANEOUSLY, WITH SCALING OF TRAFFIC BETWEEN VERSIONS | NGUYEN, DUY KHUONG THANH | 2199 | §103 | Final Rejection | 85d overdue | Pending | Feb 15, 2024 |
| 18365430 | SYSTEMS AND METHODS FOR INTEGRATING AND OPTIMIZING SECURITY SYSTEMS | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | 68d | AI Ready | Aug 04, 2023 |
| 18207928 | COMPUTER SYSTEMS AND METHODS FOR VERIFYING AND AUTHENTICATING CROSS BORDER PAYMENTS | TURK, BROCK E | 3692 | §101 | Final Rejection | — | Pending | Jun 09, 2023 |
| 18189952 | SYSTEMS AND METHODS FOR TRAINING AND APPLYING MACHINE LEARNING SYSTEMS IN FRAUD DETECTION | PINSKY, DOUGLAS W | 3626 | §101§103§112 | Final Rejection | — | Pending | Mar 24, 2023 |
| 18146220 | SYSTEMS, METHODS, AND DEVICES FOR A VENDOR-AGNOSTIC FRAMEWORK FOR AUTOMATED VALIDATION OF APPLICATIONS | AGUILERA, TODD | 2192 | §103 | Final Rejection | — | Pending | Dec 23, 2022 |
| 18045982 | INVESTOR RETIREMENT LIFESTYLE PLANNING TOOL | BORLINGHAUS, JASON M | 3692 | §101§103§112 | Final Rejection | — | Pending | Oct 12, 2022 |
| 14526910 | PREDICTING EXTERNAL BALANCE TRANSFER SYSTEM AND METHOD | OYEBISI, OJO O | 3695 | §101 | Non-Final OA | — | Pending | Oct 29, 2014 |
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