Prosecution Insights
Prosecution Insights
47 pending office actions • 6 clients • 46 examiners • 32 art units • 0 of 47 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 14 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. 14 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 | 6 (13%) |
| §101 + other | 20 (43%) |
| §103 only | 12 (26%) |
| §112 only | 1 (2%) |
| Double-patenting only | 1 (2%) |
| Multi-statute (no §101) | 5 (11%) |
| No statute on record | 2 (4%) |
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 |
|---|---|---|---|
| KANERVO, VIRPI H | 2 | 47.4% | +48.0% |
| DUFFIELD, JEREMY S | 1 | 49.3% | +52.5% |
| MOLNAR, HUNTER A | 1 | 50.8% | +32.6% |
| MADAMBA, CLIFFORD B | 1 | 44.3% | +15.1% |
| GUDORF, LAURA A | 1 | 80.8% | +11.4% |
| WARDEN, MICHAEL J | 1 | 25.3% | +22.9% |
| RAJAPUTRA, SUMAN | 1 | 69.3% | +37.3% |
| KAZEMINEZHAD, FARZAD | 1 | 71.0% | +67.2% |
| HAMILTON, SARA CHANDLER | 1 | 64.2% | +52.8% |
| BROCKINGTON III, WILLIAM S | 1 | 42.1% | +54.7% |
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 |
|---|---|---|---|
| 18121728 | BEVERAGE BREWING | LACHICA, ERICSON M | 28d overdue |
| 18110461 | REAL-TIME CROSS-CHANNEL VERIFICATION | APPLE, KIRSTEN SACHWITZ | 19d overdue |
| 18211504 | PROSTHETIC HEART VALVE | NGUYEN, NHA UYEN CHAU | 16d overdue |
| 18097606 | TOOL DIFFERENTIATOR BETWEEN FRAUD AND STRUGGLING CUSTOMERS IN REAL TIME | POE, KEVIN T | 16d |
| 18783496 | CHECK EXCEPTION PROCESSING IN THE METAVERSE | ABDULLAEV, AMANULLA | 23d |
| 18585183 | SPATIAL COMPUTING DEVICE FOR USE WITH TELEMETRY-BASED USER BEHAVIOR ANALYSIS FOR LEVERAGING SUGGESTIVE ACTION MECHANISMS | CASCAIS, JUSTIN PHILIP | 30d |
| 17853257 | ORCHESTRATION LAYER FOR A MULTI-TIER ARCHITECTURE | RIVERA GONZALEZ, IVONNEMARY | 33d |
| 18616067 | USER INTERFACE FOR SPEED COMMUNICATIONS | DUCK, BRANDON M | 47d |
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 |
|---|---|---|---|
| 18908935 | Untitled | DUFFIELD, JEREMY S | — |
| 18962898 | Untitled | MOLNAR, HUNTER A | — |
| 18958241 | Untitled | MADAMBA, CLIFFORD B | — |
| 19397991 | Untitled | GUDORF, LAURA A | — |
| 18963631 | Untitled | WARDEN, MICHAEL J | — |
| 18735694 | Untitled | RAJAPUTRA, SUMAN | — |
| 18903272 | Untitled | KAZEMINEZHAD, FARZAD | — |
| 18894148 | Untitled | KANERVO, VIRPI H | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Bank of America | 40 |
| 4C Medical Technologies | 3 |
| Prime Research Solutions LLC | 1 |
| Dolphin Care Bina Melachotit Ltd. | 1 |
| Stack Street Coffee LLC | 1 |
| Computational Life Inc. | 1 |
| Art Unit | Apps |
|---|---|
| 3692 | 3 |
| 3693 | 3 |
| 3691 | 2 |
| 3623 | 2 |
| 3774 | 2 |
| 2187 | 2 |
| 2498 | 1 |
| 2876 | 1 |
| 2163 | 1 |
| 2653 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18908935 | Untitled | BANK OF AMERICA CORPORATION | DUFFIELD, JEREMY S | 2498 | §103 | Non-Final OA | — | Pending | |
| 18962898 | Untitled | BANK OF AMERICA CORPORATION | MOLNAR, HUNTER A | §103 | Final Rejection | — | Pending | ||
| 18958241 | Untitled | BANK OF AMERICA CORPORATION | MADAMBA, CLIFFORD B | §101 | Final Rejection | — | Pending | ||
| 19397991 | Untitled | BANK OF AMERICA CORPORATION | GUDORF, LAURA A | 2876 | Other | Non-Final OA | — | Pending | |
| 18963631 | Untitled | BANK OF AMERICA CORPORATION | WARDEN, MICHAEL J | §101§103 | Non-Final OA | — | Pending | ||
| 18735694 | Untitled | BANK OF AMERICA CORPORATION | RAJAPUTRA, SUMAN | 2163 | §101§103 | Final Rejection | — | Pending | |
| 18903272 | Untitled | BANK OF AMERICA CORPORATION | KAZEMINEZHAD, FARZAD | 2653 | §101§102§103§112 | Non-Final OA | — | Pending | |
| 18894148 | Untitled | BANK OF AMERICA CORPORATION | KANERVO, VIRPI H | 3691 | §101 | Non-Final OA | — | Pending | |
| 19286430 | BANKING AT AN ATM USING A MOBILE DEVICE | BANK OF AMERICA CORPORATION | HAMILTON, SARA CHANDLER | — | Non-Final OA | — | Pending | Jul 31, 2025 | |
| 19218438 | NATURAL LANGUAGE SURVEY SYSTEM | Prime Research Solutions LLC | BROCKINGTON III, WILLIAM S | 3623 | §101§103§112DP | Non-Final OA | — | Pending | May 26, 2025 |
| 19209653 | ARTIFICIAL-INTELLIGENCE ("AI")-BASED AUTOFILL FOR DOCUMENT PREPARATION | Dolphin Care Bina Melachotit Ltd. | HASTY, NICHOLAS | 2141 | §103 | Non-Final OA | — | Pending | May 15, 2025 |
| 19024389 | LOADING SYSTEMS FOR COLLAPSIBLE PROSTHETIC HEART VALVE DEVICES AND METHODS THEREOF | 4C Medical Technologies, Inc. | DAVID, SHAUN L | 3771 | DP | Non-Final OA | — | Pending | Jan 16, 2025 |
| 18965052 | SMART CONTRACT GENERATOR | BANK OF AMERICA CORPORATION | KANERVO, VIRPI H | 3691 | §101 | Non-Final OA | — | Pending | Dec 02, 2024 |
| 18929706 | APPARATUS AND METHODS FOR CONTENT-BASED BIOMETRIC AUTHENTICATION | BANK OF AMERICA CORPORATION | ALMAGHAYREH, KHALID M | 2689 | §103 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18792801 | INTELLIGENT METHOD AND APPARATUS TO AUGMENT MODERATOR IN LIVE SESSION LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE | BANK OF AMERICA CORPORATION | PUJOLS-CRUZ, MARJORIE | 3624 | §101§103 | Non-Final OA | — | Pending | Aug 02, 2024 |
| 18783496 | CHECK EXCEPTION PROCESSING IN THE METAVERSE | BANK OF AMERICA CORPORATION | ABDULLAEV, AMANULLA | 3692 | §101§102§112 | Non-Final OA | 23d | Pending | Jul 25, 2024 |
| 18679803 | INTELLIGENT SYSTEM AND METHOD TO DERIVE A NORMALIZED CONSENT PROTOCOL FOR HETEROGENEOUS DISTRIBUTED LEDGER LEVERAGING NEURO-SYMBOLIC ARTIFICIAL INTELLIGENCE (AI) | BANK OF AMERICA CORPORATION | VUONG, CAO DANG | 2153 | §103§112 | Final Rejection | — | Pending | May 31, 2024 |
| 18668953 | INTELLIGENT METHOD TO ORCHESTRATE AND CONTROL DYNAMICALLY GENERATED USER INTERFACE ("UI") FOR SOURCE APPLICATION | BANK OF AMERICA CORPORATION | BHARGAVA, ANIL K | 2172 | §102§103 | Non-Final OA | — | Pending | May 20, 2024 |
| 18616067 | USER INTERFACE FOR SPEED COMMUNICATIONS | BANK OF AMERICA CORPORATION | DUCK, BRANDON M | 3693 | §101§112 | Final Rejection | 47d | Pending | Mar 25, 2024 |
| 18610771 | ENTITY PERSONA GENERATED WITH QUANTUM KEYS | BANK OF AMERICA CORPORATION | JIANG, HAIMEI | §101§103Other | Non-Final OA | — | Pending | Mar 20, 2024 | |
| 18586848 | PROOF-OF-TRUST BASED MULTIDIMENSIONAL CRYPTO-PLATFORM PAYMENT GATEWAY | BANK OF AMERICA CORPORATION | ROSEN, ELIZABETH H | 3693 | §101 | Final Rejection | — | Pending | Feb 26, 2024 |
| 18585183 | SPATIAL COMPUTING DEVICE FOR USE WITH TELEMETRY-BASED USER BEHAVIOR ANALYSIS FOR LEVERAGING SUGGESTIVE ACTION MECHANISMS | BANK OF AMERICA CORPORATION | CASCAIS, JUSTIN PHILIP | 2674 | §101§103§112 | Final Rejection | 30d | Pending | Feb 23, 2024 |
| 18523123 | SYSTEMS AND METHODS TO TOKENIZE AND CATEGORIZE DATA TRANSACTIONS | BANK OF AMERICA CORPORATION | STORK, KYLE R | §101§103§112 | Non-Final OA | — | Pending | Nov 29, 2023 | |
| 18385472 | TESSELLATED SIMPLEXED PATTERN IDENTIFICATION PROCESSOR | BANK OF AMERICA CORPORATION | KASSIM, IMAD MUTEE | §101§103 | Non-Final OA | — | Pending | Oct 31, 2023 | |
| 18376789 | OWNER-MANAGED PASSWORD BASED FILE ACCESS | BANK OF AMERICA CORPORATION | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | — | Pending | Oct 04, 2023 |
| 18237936 | RISK SCORING OF EMPLOYEE COMMUNICATIONS USING UNAUTHORIZED COMMUNICATIONS CHANNELS | BANK OF AMERICA CORPORATION | BOYCE, ANDRE D | 3623 | §101§102 | Final Rejection | — | Pending | Aug 25, 2023 |
| 18226332 | VIDEO QR CODE AUTHENTICATION | BANK OF AMERICA CORPORATION | CELANI, NICHOLAS P | 2449 | §103 | Non-Final OA | 4d overdue | Pending | Jul 26, 2023 |
| 18225197 | VERIFYING HUMAN INTERACTION THROUGH DIGITAL TOKENS | BANK OF AMERICA CORPORATION | DOLLY, KENDALL LYNN | 2436 | §112 | Final Rejection | 10d overdue | Pending | Jul 24, 2023 |
| 18221469 | CLOUD GOVERNANCE ASSESSMENT ENGINE LEVERAGING ARTIFICIAL INTELLIGENCE (AI) | BANK OF AMERICA CORPORATION | ZHANG, SHIRLEY X | 2447 | §103 | Non-Final OA | 37d overdue | Pending | Jul 13, 2023 |
| 18211504 | PROSTHETIC HEART VALVE | 4C Medical Technologies, Inc. | NGUYEN, NHA UYEN CHAU | 3774 | §101§102§103§112 | Non-Final OA | 16d overdue | Pending | Jun 19, 2023 |
| 18202997 | EDGE DATA FILTER | BANK OF AMERICA CORPORATION | ABDULLAH, SAAD AHMAD | 2431 | §103§112 | Final Rejection | — | Pending | May 29, 2023 |
| 18200691 | SYSTEMS AND METHODS FOR OPTIMIZING BLOOD FLOW | 4C Medical Technologies, Inc. | FLORES, ADRIAN | 3774 | §103 | Non-Final OA | — | Pending | May 23, 2023 |
| 18200881 | APPLICATION PORTAL | BANK OF AMERICA CORPORATION | SEYE, ABDOU K | 2198 | §103 | Final Rejection | — | Pending | May 23, 2023 |
| 18199467 | ONE TIME DEBIT CARD FOR CRYPTOCURRENCY TRANSFER IN THE METAVERSE | BANK OF AMERICA CORPORATION | TURK, BROCK E | 3692 | §101§103 | Final Rejection | 65d | Pending | May 19, 2023 |
| 18198985 | DECENTRALIZED DATA MAP FROM THE POINT OF VIEW OF A DATA ACCESSOR | BANK OF AMERICA CORPORATION | BRAHMACHARI, MANDRITA | 2144 | §103 | Final Rejection | 16d | Pending | May 18, 2023 |
| 18144972 | TEMPO RADIX DLT BASED PAYMENT WATCH CUSTOMER AUTHENTICATION TECHNOLOGY | BANK OF AMERICA CORPORATION | PATEL, DIVESH | 3696 | §101 | Final Rejection | — | Pending | May 09, 2023 |
| 18126521 | CORRESPONDENCE DATA HUB | BANK OF AMERICA CORPORATION | PRATT, EHRIN LARMONT | 3629 | §101§103 | Final Rejection | — | Pending | Mar 27, 2023 |
| 18121728 | BEVERAGE BREWING | Stack Street Coffee LLC | LACHICA, ERICSON M | 1792 | §102§103 | Non-Final OA | 28d overdue | Pending | Mar 15, 2023 |
| 18110461 | REAL-TIME CROSS-CHANNEL VERIFICATION | BANK OF AMERICA CORPORATION | APPLE, KIRSTEN SACHWITZ | 3693 | §101§103 | Non-Final OA | 19d overdue | Pending | Feb 16, 2023 |
| 18097606 | TOOL DIFFERENTIATOR BETWEEN FRAUD AND STRUGGLING CUSTOMERS IN REAL TIME | BANK OF AMERICA CORPORATION | POE, KEVIN T | 3692 | §101§112 | Final Rejection | 16d | Pending | Jan 17, 2023 |
| 18077353 | DIGITAL TWINNING DATA SIMULATOR | BANK OF AMERICA CORPORATION | JOHANSEN, JOHN E | 2187 | §101§112 | Non-Final OA | — | Pending | Dec 08, 2022 |
| 17975699 | REFLEXIVELY-ROUTED TRANSACTIONS | BANK OF AMERICA CORPORATION | OYEBISI, OJO O | 3695 | §101 | Final Rejection | — | Pending | Oct 28, 2022 |
| 17972637 | TRANSACTION CLASSIFYING | BANK OF AMERICA CORPORATION | PHAM, KHANH B | 2166 | §103 | Non-Final OA | 27d | Pending | Oct 25, 2022 |
| 17908615 | DISTRIBUTED MEDICAL INTERVENTION TESTING ON A DIGITALLY SIMULATED PATIENT | Computational Life Inc. | WECHSELBERGER, ALFRED H. | 2187 | §103§112 | Non-Final OA | — | Pending | Sep 01, 2022 |
| 17883784 | AI-BASED SELECTION USING CASCADED MODEL EXPLANATIONS | BANK OF AMERICA CORPORATION | ZHEN, LI B | 2121 | §101§102§103§112 | Final Rejection | — | Pending | Aug 09, 2022 |
| 17853257 | ORCHESTRATION LAYER FOR A MULTI-TIER ARCHITECTURE | BANK OF AMERICA CORPORATION | RIVERA GONZALEZ, IVONNEMARY | 3626 | §101§103 | Final Rejection | 33d | Pending | Jun 29, 2022 |
| 17699306 | DIGITAL WALLET TRACING ENGINE | BANK OF AMERICA CORPORATION | STEVENSON, CHRISTINA C | 3698 | §103 | Final Rejection | — | Pending | Mar 21, 2022 |
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