Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
54 pending office actions • 3 clients • 52 examiners • 35 art units • 0 of 54 (0%) have an AI response strategy ready
Weiss & Arons LLP handles patent prosecution in the Transportation, E-Commerce & Mechanical Systems technology area, with 2100 career applications on record. The firm has a resolved allowance rate of 91.78 percent. Its prosecution history shows an average of 2.94 office actions per allowance. Currently, the firm is managing 48 pending office actions.
The 2100 career applications and 91.78 percent allowance rate establish the firm's historical performance in this sector. The 2.94 average helps practitioners understand the typical procedural requirements for reaching an allowance. With 48 pending office actions, the firm maintains its presence in Transportation, E-Commerce & Mechanical Systems. This data set reflects the firm's documented experience and current workload within the patent office. The recorded metrics provide a baseline for procedural duration in this specific field. Practitioners can evaluate the intensity of examiner interaction and resource requirements based on these historical figures. These statistics offer a view of the firm's prosecution profile.
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 (11%) |
| §101 + other | 22 (41%) |
| §103 only | 14 (26%) |
| §112 only | 3 (6%) |
| Multi-statute (no §101) | 9 (17%) |
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 |
|---|---|---|---|
| RIOS, GABRIELLA GISELLE BONO | 2 | 16.0% | +0.0% |
| ROSEN, ELIZABETH H | 2 | 45.7% | +49.6% |
| RAJAPUTRA, SUMAN | 1 | 69.5% | +37.5% |
| ABDULLAHI, ABDULLAHI MOHAMED | 1 | — | — |
| HAMILTON, SARA CHANDLER | 1 | 64.0% | +52.8% |
| IMMANUEL, ILSE I | 1 | 27.2% | +27.5% |
| POE, KEVIN T | 1 | 39.4% | +16.4% |
| KANERVO, VIRPI H | 1 | 47.5% | +47.6% |
| SCHEUNEMANN, RICHARD N | 1 | 6.3% | +8.3% |
| BHANDARI, SHREYAJ RAM | 1 | 100.0% | +0.0% |
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 |
|---|---|---|---|
| 18950552 | CONFIGURABLE AUTHENTICATION SYSTEM | BHANDARI, SHREYAJ RAM | — |
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 |
|---|---|---|---|
| 18110461 | REAL-TIME CROSS-CHANNEL VERIFICATION | APPLE, KIRSTEN SACHWITZ | 19d overdue |
| 18211504 | PROSTHETIC HEART VALVE | NGUYEN, NHA UYEN CHAU | 16d overdue |
| 18135819 | SIMPLICIAL HUMAN-INSPIRED PATTERN IDENTIFICATION | TRAN, DANIEL DUC | 8d |
| 18510773 | FRAUD PREVENTION PARALLEL METAVERSE SYSTEM | JIMENEZ, JUSTIN ABEL | 26d |
| 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 |
| 18401782 | ADAPTIVE NETWORK ROUTING PROTOCOLS | ABDULLAEV, AMANULLA | 40d |
| 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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18735694 | Untitled | RAJAPUTRA, SUMAN | — |
| 19286430 | BANKING AT AN ATM USING A MOBILE DEVICE | HAMILTON, SARA CHANDLER | — |
| 19183990 | CRYPTOCURRENCY EXCHANGE PLATFORM | IMMANUEL, ILSE I | — |
| 18966887 | TEMPLATE AUTOMATION AND MANAGEMENT | POE, KEVIN T | — |
| 18965052 | SMART CONTRACT GENERATOR | KANERVO, VIRPI H | — |
| 18914409 | DECENTRALIZED E-CASH PAYMENTS THROUGH NON-FUNGIBLE TOKENS | ROSEN, ELIZABETH H | — |
| 18586848 | PROOF-OF-TRUST BASED MULTIDIMENSIONAL CRYPTO-PLATFORM PAYMENT GATEWAY | ROSEN, ELIZABETH H | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Bank of America | 48 |
| 4C Medical Technologies | 5 |
| Precision Materials Group Holdings, LLC | 1 |
| Art Unit | Apps |
|---|---|
| 3693 | 5 |
| 3774 | 4 |
| 2434 | 2 |
| 3692 | 2 |
| 3624 | 2 |
| 2437 | 2 |
| 2163 | 1 |
| 3699 | 1 |
| 3691 | 1 |
| 2689 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18735694 | Untitled | BANK OF AMERICA CORPORATION | RAJAPUTRA, SUMAN | 2163 | §101§103 | Final Rejection | — | Pending | |
| 18901117 | Untitled | BANK OF AMERICA CORPORATION | ABDULLAHI, ABDULLAHI MOHAMED | 2434 | §103§112 | Final Rejection | — | Pending | |
| 19443207 | STENT FEATURES AND METHODS TO AID WITH APPOSITION AND ALIGNMENT TO NATIVE ANATOMY, MITIGATION OF PARAVALVULAR LEAK AND FUNCTIONAL EFFICIENCY OF PROSTHETIC HEART VALVE | 4C Medical Technologies, Inc. | RIOS, GABRIELLA GISELLE BONO | 3774 | §103 | Non-Final OA | — | Pending | Jan 08, 2026 |
| 19286430 | BANKING AT AN ATM USING A MOBILE DEVICE | BANK OF AMERICA CORPORATION | HAMILTON, SARA CHANDLER | §101§103 | Non-Final OA | — | Pending | Jul 31, 2025 | |
| 19183990 | CRYPTOCURRENCY EXCHANGE PLATFORM | BANK OF AMERICA CORPORATION | IMMANUEL, ILSE I | 3699 | §103§112 | Non-Final OA | — | Pending | Apr 21, 2025 |
| 18966887 | TEMPLATE AUTOMATION AND MANAGEMENT | BANK OF AMERICA CORPORATION | POE, KEVIN T | 3692 | §101 | Final Rejection | — | Pending | Dec 03, 2024 |
| 18965052 | SMART CONTRACT GENERATOR | BANK OF AMERICA CORPORATION | KANERVO, VIRPI H | 3691 | §101 | Non-Final OA | — | Pending | Dec 02, 2024 |
| 18953462 | TRUTH-BASED, SYNTHETIC, PARTIAL-ENTITY KNOWLEDGE SOURCING AND TRADEABLE ASSET CREATION BASED THEREON | BANK OF AMERICA CORPORATION | SCHEUNEMANN, RICHARD N | 3624 | §101§103 | Final Rejection | — | Pending | Nov 20, 2024 |
| 18950552 | CONFIGURABLE AUTHENTICATION SYSTEM | BANK OF AMERICA CORPORATION | BHANDARI, SHREYAJ RAM | 2434 | §103 | Final Rejection | — | Pending | Nov 18, 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 |
| 18915617 | ETHYLENE-PROPYLENE-DIENE TERPOLYMER ("EPDM") ROOF SHINGLES | Precision Materials Group Holdings, LLC | ADAMOS, THEODORE V | 3642 | §103 | Final Rejection | — | Pending | Oct 15, 2024 |
| 18914409 | DECENTRALIZED E-CASH PAYMENTS THROUGH NON-FUNGIBLE TOKENS | BANK OF AMERICA CORPORATION | ROSEN, ELIZABETH H | 3693 | §101§102 | Non-Final OA | — | Pending | Oct 14, 2024 |
| 18900183 | Anchored Leaflet Device And Methods For Transcatheter Valve Repair | 4C Medical Technologies, Inc. | WHITE, KIA XIONG | §102§103§112 | Non-Final OA | — | Pending | Sep 27, 2024 | |
| 18894122 | GENERATIVE ARTIFICIAL INTELLIGENCE SUPPORTING IMAGE AND DOCUMENT ENHANCEMENTS FOR TRAINING MODELS USING QUANTUM COMPUTING | BANK OF AMERICA CORPORATION | SHUI, MING | 2663 | §112 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18820413 | SPATIAL COMPUTING SOURCE CODE DEVELOPMENT SECURITY SYSTEM | BANK OF AMERICA CORPORATION | LANIER, BENJAMIN E | 2437 | §112 | Final Rejection | — | Pending | Aug 30, 2024 |
| 18813202 | SELF-CORRECTING BOT | BANK OF AMERICA CORPORATION | RIVERA, ANIBAL | §103Other | Non-Final OA | — | Pending | Aug 23, 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 |
| 18748310 | THINK TWICE ELECTRONIC COMMUNICATION OUTPUT FILTER GUARD | BANK OF AMERICA CORPORATION | TIV, BACKHEAN | 2459 | §103 | Final Rejection | 9d | Pending | Jun 20, 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 |
| 18678661 | QUANTUM COMMUNICATION | BANK OF AMERICA CORPORATION | DHILLON, PUNEET S | §103§112 | Non-Final OA | — | Pending | May 30, 2024 | |
| 18672169 | QUANTUM COMPUTING ELASTIC RULE ENGINE | BANK OF AMERICA CORPORATION | JAKOVAC, RYAN J | 2445 | §103 | Final Rejection | 40d | Pending | May 23, 2024 |
| 18637044 | VIRTUAL REALITY HEADSET AND ARTIFICIAL INTELLIGENCE VIRTUAL ASSISTANT INTEGRATION FOR ADDRESSING INQUIRIES FROM HEARING IMPAIRED CUSTOMERS | BANK OF AMERICA CORPORATION | FRISBY, KESHA | 3715 | §101§103Other | Final Rejection | — | Pending | Apr 16, 2024 |
| 18621239 | AMALGAMATED QUICK RESPONSE ("QR")-POWERED, NON-FUNGIBLE TOKEN ("NFT")-SCORING-BASED PROTEGE MONEY TRANSFER TECHNOLOGY | BANK OF AMERICA CORPORATION | BUI, TOAN D. | 3693 | §101 | Non-Final OA | — | Pending | Mar 29, 2024 |
| 18616067 | USER INTERFACE FOR SPEED COMMUNICATIONS | BANK OF AMERICA CORPORATION | DUCK, BRANDON M | 3693 | §101§112 | Final Rejection | 47d | Pending | Mar 25, 2024 |
| 18613235 | VIRTUAL REALITY HEADSET AND ARTIFICIAL INTELLIGENCE VIRTUAL ASSISTANT INTEGRATION FOR ADDRESSING INQUIRIES FROM HEARING IMPAIRED CUSTOMERS | BANK OF AMERICA CORPORATION | SEOH, MINNAH L | 3618 | §103§112 | Non-Final OA | — | Pending | Mar 22, 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 |
| 18427666 | RE-ENGINEERING DATA TO ENABLE AI TO EXCEED ITS CURRENT LIMITS BY UTILIZING QUANTUM ENGINEERING | BANK OF AMERICA CORPORATION | PHUNG, STEVEN HUYNH | §103§112 | Non-Final OA | — | Pending | Jan 30, 2024 | |
| 18401782 | ADAPTIVE NETWORK ROUTING PROTOCOLS | BANK OF AMERICA CORPORATION | ABDULLAEV, AMANULLA | 3692 | §101§103§112 | Non-Final OA | 40d | Pending | Jan 02, 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 | |
| 18510773 | FRAUD PREVENTION PARALLEL METAVERSE SYSTEM | BANK OF AMERICA CORPORATION | JIMENEZ, JUSTIN ABEL | 3697 | §101§103 | Final Rejection | 26d | Pending | Nov 16, 2023 |
| 18505324 | STENT FEATURES AND METHODS TO AID WITH APPOSITION AND ALIGNMENT TO NATIVE ANATOMY, MITIGATION OF PARAVALVULAR LEAK AND FUNCTIONAL EFFICIENCY OF PROSTHETIC HEART VALVE | 4C Medical Technologies, Inc. | RIOS, GABRIELLA GISELLE BONO | 3774 | §103§112 | Non-Final OA | — | Pending | Nov 09, 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 |
| 18225197 | VERIFYING HUMAN INTERACTION THROUGH DIGITAL TOKENS | BANK OF AMERICA CORPORATION | DOLLY, KENDALL LYNN | 2436 | §112 | Final Rejection | 10d overdue | Pending | Jul 24, 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 |
| 18208411 | ENGINE FOR RECONCILING NEURAL NETWORK MIGRATION | BANK OF AMERICA CORPORATION | TRAN, TRAVIS VIET | 2191 | §103 | Final Rejection | — | Pending | Jun 12, 2023 |
| 18202997 | EDGE DATA FILTER | BANK OF AMERICA CORPORATION | ABDULLAH, SAAD AHMAD | 2431 | §103§112 | Final Rejection | — | Pending | May 29, 2023 |
| 18200881 | APPLICATION PORTAL | BANK OF AMERICA CORPORATION | SEYE, ABDOU K | 2198 | §103 | Final Rejection | — | Pending | May 23, 2023 |
| 18200691 | SYSTEMS AND METHODS FOR OPTIMIZING BLOOD FLOW | 4C Medical Technologies, Inc. | FLORES, ADRIAN | 3774 | §103 | Non-Final OA | — | Pending | May 23, 2023 |
| 18199431 | SELF-EVOLVING VIRTUAL TWINS | BANK OF AMERICA CORPORATION | CHEEMA, NOOR FATIMA | 2142 | §101§103 | Final Rejection | — | 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 |
| 18135819 | SIMPLICIAL HUMAN-INSPIRED PATTERN IDENTIFICATION | BANK OF AMERICA CORPORATION | TRAN, DANIEL DUC | 2147 | §101§103§112 | Final Rejection | 8d | Pending | Apr 18, 2023 |
| 18126521 | CORRESPONDENCE DATA HUB | BANK OF AMERICA CORPORATION | PRATT, EHRIN LARMONT | 3629 | §101§103 | Final Rejection | — | Pending | Mar 27, 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 |
| 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 |
| 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 |
| 17860145 | SYSTEMS AND METHODS FOR SEAMLESSLY UPDATING AND OPTIMIZING A DIGITAL SYSTEM | BANK OF AMERICA CORPORATION | HOCKER, JOHN PAUL | 2189 | §103 | Final Rejection | 5d overdue | Pending | Jul 08, 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 |
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