Prosecution Insights
Prosecution Insights
41 pending office actions • 5 clients • 40 examiners • 32 art units • 0 of 41 (0%) have an AI response strategy ready • 167 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 40 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. 40 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 | 5 (12%) |
| §103 only | 29 (71%) |
| §102 only | 1 (2%) |
| §112 only | 6 (15%) |
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 |
|---|---|---|---|
| ABDULLAEV, AMANULLA | 2 | 23.3% | +33.5% |
| SPENCER, MAXIMILIAN TOBIAS | 1 | 32.8% | +32.3% |
| CHOI, YUK TING | 1 | 71.5% | +36.9% |
| AGUIAR, JOHNNY B | 1 | 80.3% | +19.1% |
| TIV, BACKHEAN | 1 | 75.4% | +20.3% |
| WALDRON, SCOTT A | 1 | 81.6% | +30.7% |
| JAKOVAC, RYAN J | 1 | 65.7% | +17.5% |
| PATEL, DIVESH | 1 | 52.9% | +39.7% |
| BAIRD, EDWARD J | 1 | 48.7% | +67.8% |
| LEE, MARINA | 1 | 85.5% | +18.5% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18773687 | INTERACTIVE CLIENT NOTIFICATIONS | AGUIAR, JOHNNY B | 27d |
| 18746940 | SYSTEM AND METHOD FOR ENHANCING CHATBOT INTELLIGENCE THROUGH TRANSFORMER-BASED TABULAR QUESTION-ANSWERING MODEL INTEGRATION WITH CYCLICAL VECTOR DATASET GENERATION | WALDRON, SCOTT A | 28d |
| 18623157 | INTELLIGENT APPARATUS AND SECURE METHOD FOR GENERATING AND ORCHESTRATING SOFTWARE TEST DATA FOR DISTRIBUTED DEVOPS LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE AI AND HOMOMORPHIC ENCRYPTIONS | LEE, MARINA | 28d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18783496 | CHECK EXCEPTION PROCESSING IN THE METAVERSE | ABDULLAEV, AMANULLA | 23d |
| 18640035 | PAYMENT NETWORK FRAUDULENT CARD IDENTIFICATION LEVERAGING GEOFENCING FOR MULTI-CARD REMEDIATION | PATEL, DIVESH | 27d |
| 18585183 | SPATIAL COMPUTING DEVICE FOR USE WITH TELEMETRY-BASED USER BEHAVIOR ANALYSIS FOR LEVERAGING SUGGESTIVE ACTION MECHANISMS | CASCAIS, JUSTIN PHILIP | 30d |
| 18636415 | DYNAMIC PAYMENT QUICK RESPONSE ("QR") CODES | BAIRD, EDWARD J | 34d |
| 18401782 | ADAPTIVE NETWORK ROUTING PROTOCOLS | ABDULLAEV, AMANULLA | 40d |
| 18616067 | USER INTERFACE FOR SPEED COMMUNICATIONS | DUCK, BRANDON M | 47d |
| 18586848 | PROOF-OF-TRUST BASED MULTIDIMENSIONAL CRYPTO-PLATFORM PAYMENT GATEWAY | ROSEN, ELIZABETH H | — |
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 |
|---|---|---|---|
| 19043589 | DYNAMIC RESPONSE ENGINE | CHOI, YUK TING | 30d overdue |
| 18748310 | THINK TWICE ELECTRONIC COMMUNICATION OUTPUT FILTER GUARD | TIV, BACKHEAN | 9d |
| 18783496 | CHECK EXCEPTION PROCESSING IN THE METAVERSE | ABDULLAEV, AMANULLA | 23d |
| 19341062 | DEVICES, SYSTEMS AND METHODS FOR IMPROVING RECAPTURE OF PROSTHTIC HEART VALVE DEVICE WITH STENT FRAME HAVING VALVE SUPPORT WITH INWARDLY STENT CELLS | SPENCER, MAXIMILIAN TOBIAS | 27d |
| 18773687 | INTERACTIVE CLIENT NOTIFICATIONS | AGUIAR, JOHNNY B | 27d |
| 18640035 | PAYMENT NETWORK FRAUDULENT CARD IDENTIFICATION LEVERAGING GEOFENCING FOR MULTI-CARD REMEDIATION | PATEL, DIVESH | 27d |
| 18746940 | SYSTEM AND METHOD FOR ENHANCING CHATBOT INTELLIGENCE THROUGH TRANSFORMER-BASED TABULAR QUESTION-ANSWERING MODEL INTEGRATION WITH CYCLICAL VECTOR DATASET GENERATION | WALDRON, SCOTT A | 28d |
| 18623157 | INTELLIGENT APPARATUS AND SECURE METHOD FOR GENERATING AND ORCHESTRATING SOFTWARE TEST DATA FOR DISTRIBUTED DEVOPS LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE AI AND HOMOMORPHIC ENCRYPTIONS | LEE, MARINA | 28d |
| Client (Assignee) | Pending OAs |
|---|---|
| Bank of America | 34 |
| 4C Medical Technologies | 3 |
| Jiangnan Environmental Protection Group | 2 |
| WANGS ALLIANCE CORPORATION | 1 |
| Stack Street Coffee LLC | 1 |
| Art Unit | Apps |
|---|---|
| 3692 | 5 |
| 3774 | 3 |
| 3693 | 3 |
| 2447 | 2 |
| 2164 | 1 |
| 2459 | 1 |
| 2152 | 1 |
| 2445 | 1 |
| 3696 | 1 |
| 2192 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19341062 | DEVICES, SYSTEMS AND METHODS FOR IMPROVING RECAPTURE OF PROSTHTIC HEART VALVE DEVICE WITH STENT FRAME HAVING VALVE SUPPORT WITH INWARDLY STENT CELLS | 4C Medical Technologies, Inc. | SPENCER, MAXIMILIAN TOBIAS | 3774 | §103 | Final Rejection | 27d | Pending | Sep 26, 2025 |
| 19043589 | DYNAMIC RESPONSE ENGINE | BANK OF AMERICA CORPORATION | CHOI, YUK TING | 2164 | §103 | Final Rejection | 30d overdue | Pending | Feb 03, 2025 |
| 18783496 | CHECK EXCEPTION PROCESSING IN THE METAVERSE | BANK OF AMERICA CORPORATION | ABDULLAEV, AMANULLA | 3692 | §102 | Non-Final OA | 23d | Pending | Jul 25, 2024 |
| 18773687 | INTERACTIVE CLIENT NOTIFICATIONS | BANK OF AMERICA CORPORATION | AGUIAR, JOHNNY B | 2447 | §103 | Non-Final OA | 27d | Pending | Jul 16, 2024 |
| 18748310 | THINK TWICE ELECTRONIC COMMUNICATION OUTPUT FILTER GUARD | BANK OF AMERICA CORPORATION | TIV, BACKHEAN | 2459 | §103 | Final Rejection | 9d | Pending | Jun 20, 2024 |
| 18746940 | SYSTEM AND METHOD FOR ENHANCING CHATBOT INTELLIGENCE THROUGH TRANSFORMER-BASED TABULAR QUESTION-ANSWERING MODEL INTEGRATION WITH CYCLICAL VECTOR DATASET GENERATION | BANK OF AMERICA CORPORATION | WALDRON, SCOTT A | 2152 | §103 | Non-Final OA | 28d | Pending | Jun 18, 2024 |
| 18672169 | QUANTUM COMPUTING ELASTIC RULE ENGINE | BANK OF AMERICA CORPORATION | JAKOVAC, RYAN J | 2445 | §103 | Non-Final OA | 40d | Pending | May 23, 2024 |
| 18640035 | PAYMENT NETWORK FRAUDULENT CARD IDENTIFICATION LEVERAGING GEOFENCING FOR MULTI-CARD REMEDIATION | BANK OF AMERICA CORPORATION | PATEL, DIVESH | 3696 | §101 | Non-Final OA | 27d | Pending | Apr 19, 2024 |
| 18636415 | DYNAMIC PAYMENT QUICK RESPONSE ("QR") CODES | BANK OF AMERICA CORPORATION | BAIRD, EDWARD J | 3692 | §101 | Final Rejection | 34d | Pending | Apr 16, 2024 |
| 18623157 | INTELLIGENT APPARATUS AND SECURE METHOD FOR GENERATING AND ORCHESTRATING SOFTWARE TEST DATA FOR DISTRIBUTED DEVOPS LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE AI AND HOMOMORPHIC ENCRYPTIONS | BANK OF AMERICA CORPORATION | LEE, MARINA | 2192 | §112 | Non-Final OA | 28d | Pending | Apr 01, 2024 |
| 18616067 | USER INTERFACE FOR SPEED COMMUNICATIONS | BANK OF AMERICA CORPORATION | DUCK, BRANDON M | 3693 | §101 | Final Rejection | 47d | Pending | Mar 25, 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 | Non-Final OA | 30d | Pending | Feb 23, 2024 |
| 18401782 | ADAPTIVE NETWORK ROUTING PROTOCOLS | BANK OF AMERICA CORPORATION | ABDULLAEV, AMANULLA | 3692 | §112 | Final Rejection | 40d | Pending | Jan 02, 2024 |
| 18510773 | FRAUD PREVENTION PARALLEL METAVERSE SYSTEM | BANK OF AMERICA CORPORATION | JIMENEZ, JUSTIN ABEL | 3697 | §103 | Non-Final OA | 26d | Pending | Nov 16, 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 | Non-Final OA | 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 |
| 18214028 | LED LIGHTING METHODS AND APPARATUS | Wangs Alliance Corporation | APENTENG, JESSICA MCMILLAN | 2875 | §103 | Non-Final OA | 29d | Pending | Jun 26, 2023 |
| 18211504 | PROSTHETIC HEART VALVE | 4C Medical Technologies, Inc. | NGUYEN, NHA UYEN CHAU | 3774 | §103 | Non-Final OA | 16d overdue | Pending | Jun 19, 2023 |
| 18208912 | VOICE AI CONTAINER | BANK OF AMERICA CORPORATION | RILEY, MARCUS T | 2654 | §103 | Non-Final OA | 21d | Pending | Jun 13, 2023 |
| 18199467 | ONE TIME DEBIT CARD FOR CRYPTOCURRENCY TRANSFER IN THE METAVERSE | BANK OF AMERICA CORPORATION | TURK, BROCK E | 3692 | §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 | Non-Final OA | 16d | Pending | May 18, 2023 |
| 18196496 | DEVICE AND METHOD FOR CONTROLLING AMMONIA ESCAPE IN AMMONIA-BASED DECARBONIZATION SYSTEM | Jiangnan Environmental Protection Group Inc. | GITMAN, GABRIEL E | 1772 | §112 | Non-Final OA | 26d overdue | Pending | May 12, 2023 |
| 18195986 | METHODS AND SYSTEMS FOR DATA FILTERING | BANK OF AMERICA CORPORATION | ALLEN, BRITTANY N | 2169 | §103 | Non-Final OA | 100d overdue | Pending | May 11, 2023 |
| 18138844 | NON-FUNGIBLE TOKEN (NFT) BASED INTELLIGENT DOCUMENT PROTOCOLS | BANK OF AMERICA CORPORATION | MOLES, JAMES P | 2494 | §103 | Final Rejection | 12d | Pending | Apr 25, 2023 |
| 18135819 | SIMPLICIAL HUMAN-INSPIRED PATTERN IDENTIFICATION | BANK OF AMERICA CORPORATION | TRAN, DANIEL DUC | 2147 | §103 | Non-Final OA | 8d | Pending | Apr 18, 2023 |
| 18129148 | HIGH-SECURITY TOGGLE SYSTEM FOR PAYMENT INSTRUMENT DISPLAY | BANK OF AMERICA CORPORATION | PHAN, NICHOLAS K | 3699 | §103 | Non-Final OA | 20d | Pending | Mar 31, 2023 |
| 18121728 | BEVERAGE BREWING | Stack Street Coffee LLC | LACHICA, ERICSON M | 1792 | §103 | Non-Final OA | 28d overdue | Pending | Mar 15, 2023 |
| 18110461 | REAL-TIME CROSS-CHANNEL VERIFICATION | BANK OF AMERICA CORPORATION | APPLE, KIRSTEN SACHWITZ | 3693 | §103 | Non-Final OA | 19d overdue | Pending | Feb 16, 2023 |
| 18100738 | DEVICES, SYSTEMS AND METHODS FOR PREVENTING PROLAPSE OF NATIVE CARDIAC VALVE LEAFLETS | 4C Medical Technologies, Inc. | WOZNICKI, JACQUELINE | 3774 | §103 | Final Rejection | 13d | Pending | Jan 24, 2023 |
| 18100666 | D(DIGITAL) + B(BITCOIN) WALLET | BANK OF AMERICA CORPORATION | FU, HAO | 3695 | §103 | Final Rejection | 140d overdue | Pending | Jan 24, 2023 |
| 18097606 | TOOL DIFFERENTIATOR BETWEEN FRAUD AND STRUGGLING CUSTOMERS IN REAL TIME | BANK OF AMERICA CORPORATION | POE, KEVIN T | 3692 | §112 | Final Rejection | 16d | Pending | Jan 17, 2023 |
| 18074674 | CHATBOT DEFLECTION | BANK OF AMERICA CORPORATION | HASHEM, LISA | 2692 | §112 | Non-Final OA | 39d | Pending | Dec 05, 2022 |
| 17993013 | DUAL-PIPELINE UTTERANCE OUTPUT CONSTRUCT | BANK OF AMERICA CORPORATION | SCHMIEDER, NICOLE A K | 2659 | §103 | Non-Final OA | 35d overdue | Pending | Nov 23, 2022 |
| 17978332 | DYNAMIC ENTITLEMENT MANAGEMENT AND CONTROL | BANK OF AMERICA CORPORATION | LOPEZ, MIGUEL ALEXANDER | 2496 | §103 | Non-Final OA | 46d overdue | Pending | Nov 01, 2022 |
| 17972637 | TRANSACTION CLASSIFYING | BANK OF AMERICA CORPORATION | PHAM, KHANH B | 2166 | §103 | Non-Final OA | 27d | Pending | Oct 25, 2022 |
| 17860145 | SYSTEMS AND METHODS FOR SEAMLESSLY UPDATING AND OPTIMIZING A DIGITAL SYSTEM | BANK OF AMERICA CORPORATION | HOCKER, JOHN PAUL | 2189 | §103 | Non-Final OA | 5d overdue | Pending | Jul 08, 2022 |
| 17853257 | ORCHESTRATION LAYER FOR A MULTI-TIER ARCHITECTURE | BANK OF AMERICA CORPORATION | RIVERA GONZALEZ, IVONNEMARY | 3626 | §103 | Final Rejection | 33d | Pending | Jun 29, 2022 |
| 17737253 | DATA SECUREMENT LEVERAGING SECURE QR CODE SCANNER | BANK OF AMERICA CORPORATION | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Final Rejection | 132d overdue | Pending | May 05, 2022 |
| 17709945 | INTEGRATED AMMONIA-BASED DESULFURIZATION AND DECARBONIZATION APPARATUS AND METHOD | Jiangnan Environmental Protection Group Inc. | PHAN, ANNETTE HOANG-ANH | 1736 | §103 | Non-Final OA | 39d | Pending | Mar 31, 2022 |
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