Prosecution Insights
Prosecution Insights
44 pending office actions • 18 art units • 41 examiners • 0 of 44 (0%) have an AI response strategy ready • 119 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 10 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. 10 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 | 1 (2%) |
| §101 + other | 10 (23%) |
| §103 only | 26 (59%) |
| §102 only | 2 (5%) |
| §112 only | 1 (2%) |
| Double-patenting only | 2 (5%) |
| Multi-statute (no §101) | 2 (5%) |
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 |
|---|---|---|---|
| GURMU, MULUEMEBET | 2 | 80.1% | +17.7% |
| EYERS, DUSTIN D | 2 | 57.8% | +22.2% |
| TRAN, AMY NMN | 2 | 35.5% | +44.3% |
| TORGRIMSON, TYLER J | 1 | 72.8% | +11.6% |
| GEBRESENBET, DINKU W | 1 | 71.0% | +34.7% |
| CASANOVA, JORGE A | 1 | 84.8% | +20.0% |
| WYSZYNSKI, AUBREY H | 1 | 89.5% | +12.5% |
| BULLOCK, JOSHUA | 1 | 82.6% | +16.1% |
| YANG, HAN | 1 | 92.1% | +11.6% |
| PHAM, KHANH B | 1 | 72.6% | +15.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19173697 | QUERY-BASED DATABASE REDACTION | BULLOCK, JOSHUA | 28d overdue |
| 19287694 | DATA REPLICATION IN DATA STORAGE SYSTEMS | CASANOVA, JORGE A | — |
| 19213325 | SECURE EXECUTION OF USER-DEFINED FUNCTIONS | WYSZYNSKI, AUBREY H | — |
| 19049451 | NETWORK RESPONSE TO AN INTRUSION EVENT | YANG, HAN | — |
| 19043084 | EFFICIENT IMPLEMENTATION OF BITSETS FOR DML STATEMENTS | GURMU, MULUEMEBET | — |
| 18679063 | CONFIGURATION OF MANAGED DYNAMIC ICEBERG TABLES | GURMU, MULUEMEBET | — |
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 |
|---|---|---|---|
| 18746644 | JOIN ELIMINATION | HALM, KWEKU WILLIAM | 163d overdue |
| 17673388 | EVALUATING RELIABILITY OF ARTIFICIAL INTELLIGENCE | HAN, KYU HYUNG | 44d overdue |
| 18525811 | DYNAMIC PIVOT IMPLEMENTATION USING OBJECT AGGREGATION | WONG, HUEN | 17d overdue |
| 18309628 | REAL-TIME AUTOMATED SECURITY SCORING | LOPEZ, MIGUEL ALEXANDER | 83d |
| 19358878 | AUTOMATED COMPLETION OF QUESTIONNAIRES BASED ON UNSTRUCTURED DATABASE OBJECTS | TORGRIMSON, TYLER J | — |
| 18983554 | DISASTER RECOVERY FOR DATA SHARING | WHITESELL, AUDREY EMMA | — |
| 18790920 | DETERMINING BIAS-CAUSING FEATURES OF A MACHINE LEARNING MODEL | TRAN, AMY NMN | — |
| 18780180 | ADJUSTING A TIMING TO PROCESS QUERIES | DAO, THUY CHAN | — |
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 |
|---|---|---|---|
| 19173697 | QUERY-BASED DATABASE REDACTION | BULLOCK, JOSHUA | 28d overdue |
| 19031161 | REPLICATION OF DYNAMIC TABLES | PHAM, KHANH B | 10d overdue |
| 19358878 | AUTOMATED COMPLETION OF QUESTIONNAIRES BASED ON UNSTRUCTURED DATABASE OBJECTS | TORGRIMSON, TYLER J | — |
| 19299800 | METADATA SEARCH VIA N-GRAM INDEX | GEBRESENBET, DINKU W | — |
| 19287694 | DATA REPLICATION IN DATA STORAGE SYSTEMS | CASANOVA, JORGE A | — |
| 19213325 | SECURE EXECUTION OF USER-DEFINED FUNCTIONS | WYSZYNSKI, AUBREY H | — |
| 19049451 | NETWORK RESPONSE TO AN INTRUSION EVENT | YANG, HAN | — |
| 19043084 | EFFICIENT IMPLEMENTATION OF BITSETS FOR DML STATEMENTS | GURMU, MULUEMEBET | — |
| Art Unit | Apps |
|---|---|
| 2166 | 3 |
| 2495 | 3 |
| 2161 | 3 |
| 2164 | 3 |
| 2126 | 3 |
| 2165 | 2 |
| 2153 | 2 |
| 2163 | 2 |
| 2169 | 2 |
| 2113 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19358878 | AUTOMATED COMPLETION OF QUESTIONNAIRES BASED ON UNSTRUCTURED DATABASE OBJECTS | TORGRIMSON, TYLER J | 2165 | §101 | Non-Final OA | — | Pending | Oct 15, 2025 |
| 19299800 | METADATA SEARCH VIA N-GRAM INDEX | GEBRESENBET, DINKU W | — | §103 | Non-Final OA | — | Pending | Aug 14, 2025 |
| 19287694 | DATA REPLICATION IN DATA STORAGE SYSTEMS | CASANOVA, JORGE A | — | DP | Non-Final OA | — | Pending | Jul 31, 2025 |
| 19213325 | SECURE EXECUTION OF USER-DEFINED FUNCTIONS | WYSZYNSKI, AUBREY H | — | §103 | Non-Final OA | — | Pending | May 20, 2025 |
| 19173697 | QUERY-BASED DATABASE REDACTION | BULLOCK, JOSHUA | 2153 | §103 | Final Rejection | 28d overdue | Pending | Apr 08, 2025 |
| 19049451 | NETWORK RESPONSE TO AN INTRUSION EVENT | YANG, HAN | — | DP | Non-Final OA | — | Pending | Feb 10, 2025 |
| 19043084 | EFFICIENT IMPLEMENTATION OF BITSETS FOR DML STATEMENTS | GURMU, MULUEMEBET | 2163 | §103 | Final Rejection | — | Pending | Jan 31, 2025 |
| 19031161 | REPLICATION OF DYNAMIC TABLES | PHAM, KHANH B | 2166 | §103 | Non-Final OA | 10d overdue | Pending | Jan 17, 2025 |
| 19025920 | DATA MODEL OF SCHEMA LEVEL OBJECT FOR ASSOCIATING ADMINISTRATION AND MANAGEMENT IDENTITIES WITH DATA ASSETS | LEWIS, LISA C | 2495 | §103 | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19020807 | BOTTOM-UP PLAN RECONSTRUCTION FOR SQL QUERY OPTIMIZATION | GLASSER, DARA J | 2161 | §103 | Non-Final OA | — | Pending | Jan 14, 2025 |
| 18983554 | DISASTER RECOVERY FOR DATA SHARING | WHITESELL, AUDREY EMMA | 2113 | §102§103 | Final Rejection | — | Pending | Dec 17, 2024 |
| 18955789 | QUERY EXECUTION USING INTERMEDIATE MATERIALIZED TABLES | AGHARAHIMI, FARHAD | 2161 | §103 | Non-Final OA | 30d overdue | Pending | Nov 21, 2024 |
| 18933334 | HYBRID TABLE FAST BULK LOAD FOR INSERT AND COPY | EYERS, DUSTIN D | 2164 | §103 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18916995 | CREDENTIAL-LESS ACCESS TO REMOTE RESOURCES | MAI, KEVIN S | 2499 | §103 | Final Rejection | — | Pending | Oct 16, 2024 |
| 18824688 | ORGANIZING, DISCOVERING AND EVALUATING MARKETPLACE DATASETS AND SERVICES BY INDUSTRY BUSINESS NEEDS | CHBOUKI, TAREK | 2165 | §103 | Final Rejection | — | Pending | Sep 04, 2024 |
| 18790920 | DETERMINING BIAS-CAUSING FEATURES OF A MACHINE LEARNING MODEL | TRAN, AMY NMN | 2126 | §101§103 | Final Rejection | — | Pending | Jul 31, 2024 |
| 18780180 | ADJUSTING A TIMING TO PROCESS QUERIES | DAO, THUY CHAN | — | §101§103§112DP | Non-Final OA | — | Pending | Jul 22, 2024 |
| 18763971 | SIGNING MESSAGES USING PUBLIC KEY CRYPTOGRAPHY AND CERTIFICATE VERIFICATION | TSANG, HENRY | 2495 | §103 | Non-Final OA | 75d | Pending | Jul 03, 2024 |
| 18746644 | JOIN ELIMINATION | HALM, KWEKU WILLIAM | 2166 | §101§103 | Final Rejection | 163d overdue | Pending | Jun 18, 2024 |
| 18679063 | CONFIGURATION OF MANAGED DYNAMIC ICEBERG TABLES | GURMU, MULUEMEBET | 2163 | §103 | Final Rejection | — | Pending | May 30, 2024 |
| 18647728 | NOISY AGGREGATES IN A QUERY PROCESSING SYSTEM | IDOWU, OLUGBENGA O | — | §102 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18637833 | REMOTE DEPLOYMENT REPLICATION USING A PLURALITY OF DATA OBJECTS | TRUONG, CAM Y T | 2169 | §103Other | Non-Final OA | 147d overdue | Pending | Apr 17, 2024 |
| 18635637 | DATA DICTIONARY METADATA FOR MARKETPLACE LISTINGS | EYERS, DUSTIN D | 2164 | §103 | Final Rejection | — | Pending | Apr 15, 2024 |
| 18633840 | REAL-TIME, ACCESS-CONTROLLED INTERFACE FOR VIEWING METADATA | GREENE, JOSEPH L | 2443 | §103 | Non-Final OA | — | Pending | Apr 12, 2024 |
| 18633258 | INTEGRATE SQL DATABASE WITH CONTAINER EXECUTION MANAGEMENT | TRUONG, LECHI | — | §103 | Non-Final OA | — | Pending | Apr 11, 2024 |
| 18629693 | INTELLIGENT HUMAN-IN-THE-LOOP VALIDATION DURING DOCUMENT EXTRACTION PROCESSING | BOGGS JR., JAMES | — | §101§102§103 | Non-Final OA | — | Pending | Apr 08, 2024 |
| 18622438 | DIFFERENTIAL PRIVACY ON DATABASE SYSTEM USING STORED PROCEDURE | PYZOCHA, MICHAEL J | 2409 | §112 | Non-Final OA | — | Pending | Mar 29, 2024 |
| 18622395 | DATABASE SYSTEM USING DIFFERENTIAL PRIVACY DOMAIN | LWIN, MAUNG T | 2495 | §103 | Non-Final OA | — | Pending | Mar 29, 2024 |
| 18607857 | EFFICIENT DATABASE QUERY EVALUATION | MITIKU, BERHANU | 2156 | §103 | Non-Final OA | — | Pending | Mar 18, 2024 |
| 18599647 | EXPORT DATA FROM TABLES INTO PARTITIONED FOLDERS ON AN EXTERNAL DATA LAKE | FERRER, JEDIDIAH P | 2153 | §103 | Non-Final OA | 45d overdue | Pending | Mar 08, 2024 |
| 18586797 | CLUSTERING EXECUTION MANAGEMENT IN A DATABASE SYSTEM | DAUD, ABDULLAH AHMED | 2164 | §103 | Final Rejection | — | Pending | Feb 26, 2024 |
| 18443903 | INTERACTIVE INTERFACE WITH GENERATIVE ARTIFICIAL INTELLIGENCE | GMAHL, NAVNEET K | 2166 | §103 | Final Rejection | — | Pending | Feb 16, 2024 |
| 18525811 | DYNAMIC PIVOT IMPLEMENTATION USING OBJECT AGGREGATION | WONG, HUEN | 2168 | §103§112 | Final Rejection | 17d overdue | Pending | Nov 30, 2023 |
| 18524920 | END-TO-END ENTERPRISE SAAS LICENSE LIFECYCLE OPTIMIZATION | BROWN, CHRISTOPHER J | — | §103 | Non-Final OA | — | Pending | Nov 30, 2023 |
| 18505908 | HYPERPARAMETER TUNING IN A DATABASE ENVIRONMENT | UDDIN, MOHAMMED R | 2161 | §101§103 | Final Rejection | — | Pending | Nov 09, 2023 |
| 18478539 | FRAMEWORK TO REQUEST AND GRANT ACCESS TO PROTECTED RESOURCES | ALATA, AYOUB | — | §103 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18317370 | MANAGED APPLICATION OBJECTS | SAVENKOV, VADIM | 2432 | §103 | Non-Final OA | — | Pending | May 15, 2023 |
| 18316787 | OBJECT REFERENCE WITH SELECTABLE SCOPE | DADA, BEEMNET W | — | §102 | Non-Final OA | — | Pending | May 12, 2023 |
| 18309628 | REAL-TIME AUTOMATED SECURITY SCORING | LOPEZ, MIGUEL ALEXANDER | 2496 | §101§102§112 | Non-Final OA | 83d | Pending | Apr 28, 2023 |
| 18300738 | QUERY PARALLELISM AND MESSAGING INFRASTRUCTURE FOR A CLOUD DATABASE | HOANG, PHUONG N | — | §101§103 | Non-Final OA | — | Pending | Apr 14, 2023 |
| 18194085 | DATASTORE WORKLOAD ISOLATION | LE, JESSICA N | 2169 | §103 | Final Rejection | — | Pending | Mar 31, 2023 |
| 17897760 | EXTRACTING AND TRANSFERRING FEATURE REPRESENTATIONS BETWEEN MODELS | AHMED, SYED RAYHAN | 2126 | §101§103 | Non-Final OA | — | Pending | Aug 29, 2022 |
| 17673388 | EVALUATING RELIABILITY OF ARTIFICIAL INTELLIGENCE | HAN, KYU HYUNG | 2123 | §101§103 | Final Rejection | 44d overdue | Pending | Feb 16, 2022 |
| 17371551 | SYSTEM AND METHOD FOR EVALUATING MACHINE LEARNING MODEL BEHAVIOR OVER DATA SEGMENTS | TRAN, AMY NMN | 2126 | §101§103§112 | Non-Final OA | — | Pending | Jul 09, 2021 |
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