Prosecution Insights
Prosecution Insights
63 pending office actions • 42 art units • 58 examiners • 0 of 63 (0%) have an AI response strategy ready • 145 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 63 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. 63 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 | 10 (16%) |
| §103 only | 46 (73%) |
| §102 only | 4 (6%) |
| §112 only | 2 (3%) |
| No statute on record | 1 (2%) |
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 |
|---|---|---|---|
| STEVENS, ROBERT | 4 | 81.3% | +11.5% |
| GOFMAN, ALEX N | 2 | 68.7% | +24.6% |
| AGHARAHIMI, FARHAD | 2 | 70.5% | +14.5% |
| OBERLY, VAN HONG | 1 | 75.1% | +15.6% |
| LE, HUNG D | 1 | 90.2% | +6.1% |
| LE, UYEN T | 1 | 83.9% | +9.7% |
| UDDIN, MD I | 1 | 77.3% | +73.5% |
| CHANNAVAJJALA, SRIRAMA T | 1 | 74.9% | +32.6% |
| MORRIS, JOHN J | 1 | 60.9% | +19.7% |
| MILLER, ALAN S | 1 | 70.3% | +26.6% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19070921 | SYSTEMS AND METHODS FOR GENERATING AND DISPLAYING A DATA PIPELINE USING A NATURAL LANGUAGE QUERY, AND DESCRIBING A DATA PIPELINE USING NATURAL LANGUAGE | STEVENS, ROBERT | 10d overdue |
| 19200862 | SYSTEMS AND METHODS FOR IMPORTING DATA FROM ELECTRONIC DATA FILES | LE, HUNG D | 56d |
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 |
|---|---|---|---|
| 18392042 | SYSTEMS AND METHODS FOR USING SOFTWARE SUPPLY CHAIN TO CONTROL SOFTWARE OPERATIONS | WEI, ZENGPU | 18d overdue |
| 18913804 | ARTIFICIAL INTELLIGENCE ASSISTED EVALUATIONS AND USER INTERFACE FOR SAME | BOYCE, ANDRE D | 15d overdue |
| 18236699 | ENTITY DATA ATTRIBUTION USING DISPARATE DATA SETS | STEVENS, ROBERT | 9d overdue |
| 18678300 | SYSTEMS AND METHODS FOR DYNAMIC GEOTEMPORAL DATA SCHEMAS | JAMI, HARES | 5d overdue |
| 18674114 | SYSTEMS AND METHODS FOR GENERATING AND MANAGING SECURITY LEVEL-AWARE MAP | DESROSIERS, EVANS | 3d overdue |
| 18383349 | STACK TRACE SEARCH | HOANG, HAU HAI | 9d |
| 18435740 | DATA RETRIEVAL SYSTEM AND METHOD | MOSER, BRUCE M | 15d |
| 18917239 | MONITORING ASSET VALUES | MILLER, ALAN S | 29d |
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 |
|---|---|---|---|
| 18990185 | SYSTEM ARCHITECTURE FOR RELATING AND LINKING DATA OBJECTS | AGHARAHIMI, FARHAD | 51d overdue |
| 18887275 | SYSTEMS AND METHODS FOR DATABASE INVESTIGATION TOOL | AGHARAHIMI, FARHAD | 44d overdue |
| 19070921 | SYSTEMS AND METHODS FOR GENERATING AND DISPLAYING A DATA PIPELINE USING A NATURAL LANGUAGE QUERY, AND DESCRIBING A DATA PIPELINE USING NATURAL LANGUAGE | STEVENS, ROBERT | 10d overdue |
| 18236699 | ENTITY DATA ATTRIBUTION USING DISPARATE DATA SETS | STEVENS, ROBERT | 9d overdue |
| 19172518 | CONCURRENT AUTOMATIC ADAPTIVE STORAGE OF DATASETS IN GRAPH DATABASES | GOFMAN, ALEX N | 8d overdue |
| 19039357 | SYSTEMS AND METHODS FOR GENERATING INTERRELATED NOTIONAL DATA | CHANNAVAJJALA, SRIRAMA T | 8d overdue |
| 18396944 | SYSTEMS AND METHODS FOR CONTEXT-AWARE CHANGE MANAGEMENT | GOFMAN, ALEX N | 3d overdue |
| 19047975 | CENTRALIZED DATA RETENTION AND DELETION SYSTEM | UDDIN, MD I | 14d |
| Art Unit | Apps |
|---|---|
| 2164 | 6 |
| 2161 | 4 |
| 2154 | 4 |
| 2166 | 3 |
| 2163 | 2 |
| 3623 | 2 |
| 2153 | 2 |
| 2439 | 2 |
| 2666 | 2 |
| 2197 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19200871 | USER INTERFACE DATA SAMPLE TRANSFORMER | OBERLY, VAN HONG | 2166 | §103 | Non-Final OA | 16d | Pending | May 07, 2025 |
| 19200862 | SYSTEMS AND METHODS FOR IMPORTING DATA FROM ELECTRONIC DATA FILES | LE, HUNG D | 2161 | §103 | Non-Final OA | 56d | Pending | May 07, 2025 |
| 19199164 | SYSTEMS AND METHODS FOR GENERATING AND DISPLAYING A DATA PIPELINE USING A NATURAL LANGUAGE QUERY, AND DESCRIBING A DATA PIPELINE USING NATURAL LANGUAGE | STEVENS, ROBERT | 2164 | §101 | Non-Final OA | 41d | Pending | May 05, 2025 |
| 19199206 | SYSTEMS AND METHODS FOR GENERATING AND DISPLAYING A DATA PIPELINE USING A NATURAL LANGUAGE QUERY, AND DESCRIBING A DATA PIPELINE USING NATURAL LANGUAGE | STEVENS, ROBERT | 2164 | §101 | Non-Final OA | 60d | Pending | May 05, 2025 |
| 19172518 | CONCURRENT AUTOMATIC ADAPTIVE STORAGE OF DATASETS IN GRAPH DATABASES | GOFMAN, ALEX N | 2163 | §103 | Non-Final OA | 8d overdue | Pending | Apr 07, 2025 |
| 19070921 | SYSTEMS AND METHODS FOR GENERATING AND DISPLAYING A DATA PIPELINE USING A NATURAL LANGUAGE QUERY, AND DESCRIBING A DATA PIPELINE USING NATURAL LANGUAGE | STEVENS, ROBERT | 2164 | §103 | Non-Final OA | 10d overdue | Pending | Mar 05, 2025 |
| 19063544 | COLLABORATIVE SPREADSHEET DATA VALIDATION AND INTEGRATION | LE, UYEN T | 2156 | Other | Non-Final OA | 22d overdue | Pending | Feb 26, 2025 |
| 19047975 | CENTRALIZED DATA RETENTION AND DELETION SYSTEM | UDDIN, MD I | 2169 | §103 | Final Rejection | 14d | Pending | Feb 07, 2025 |
| 19039357 | SYSTEMS AND METHODS FOR GENERATING INTERRELATED NOTIONAL DATA | CHANNAVAJJALA, SRIRAMA T | 2154 | §102 | Non-Final OA | 8d overdue | Pending | Jan 28, 2025 |
| 19017086 | DATA ACCESS FROM REPOSITORY WITH JOINED DATASETS | MORRIS, JOHN J | 2152 | §103 | Non-Final OA | 33d | Pending | Jan 10, 2025 |
| 18990185 | SYSTEM ARCHITECTURE FOR RELATING AND LINKING DATA OBJECTS | AGHARAHIMI, FARHAD | 2161 | §103 | Non-Final OA | 51d overdue | Pending | Dec 20, 2024 |
| 18917239 | MONITORING ASSET VALUES | MILLER, ALAN S | 3625 | §101 | Non-Final OA | 29d | Pending | Oct 16, 2024 |
| 18913804 | ARTIFICIAL INTELLIGENCE ASSISTED EVALUATIONS AND USER INTERFACE FOR SAME | BOYCE, ANDRE D | 3623 | §101 | Non-Final OA | 15d overdue | Pending | Oct 11, 2024 |
| 18898251 | SYSTEMS AND METHODS FOR ACCESS CHECKING | BINCZAK, BRANDON MICHAEL | 2437 | §103 | Non-Final OA | 8d overdue | Pending | Sep 26, 2024 |
| 18891203 | DATA PROPAGATION AND MAPPING SYSTEM | VUONG, CAO DANG | 2153 | §103 | Non-Final OA | 39d | Pending | Sep 20, 2024 |
| 18887275 | SYSTEMS AND METHODS FOR DATABASE INVESTIGATION TOOL | AGHARAHIMI, FARHAD | 2161 | §103 | Non-Final OA | 44d overdue | Pending | Sep 17, 2024 |
| 18884951 | SYSTEMS AND METHODS FOR WINDOWED SUMMARIZATIONS OF EVENT LOGS | HASAN, SYED HAROON | 2154 | §103 | Final Rejection | 22d overdue | Pending | Sep 13, 2024 |
| 18882541 | MANAGING QUERY EXECUTION AGAINST ONTOLOGY-BASED DATABASES IN A MULTI-USER ENVIRONMENT | HARPER, ELIYAH STONE | 2166 | §103 | Non-Final OA | 43d overdue | Pending | Sep 11, 2024 |
| 18823436 | ENFORCING DATA SECURITY CONSTRAINTS IN A DATA PIPELINE | RASHID, HARUNUR | 2497 | §103 | Non-Final OA | 34d | Pending | Sep 03, 2024 |
| 18806954 | SYSTEMS AND METHODS FOR MANAGING TASK APPROVALS | KASSIM, HAFIZ A | 3623 | §103 | Non-Final OA | 62d | Pending | Aug 16, 2024 |
| 18804656 | FAULT-TOLERANT AND HIGHLY AVAILABLE CONFIGURATION OF DISTRIBUTED SERVICES | OSMAN, RAMY M | 2457 | §103 | Non-Final OA | 12d | Pending | Aug 14, 2024 |
| 18794904 | STATE MACHINE BACKED LLM AGENTS | HANG, VU B | 2654 | §103 | Non-Final OA | 39d | Pending | Aug 05, 2024 |
| 18787943 | SYSTEMS AND METHODS FOR MANAGING FIREWALL RULES AND CONNECTIONS BETWEEN DIFFERENT SERVICES | HAILU, TESHOME | 2434 | §103 | Non-Final OA | 36d overdue | Pending | Jul 29, 2024 |
| 18769002 | MAINTAINING VERSIONING CONSISTENCY ACROSS MULTIPLE ONTOLOGY-BASED DATABASES | DORAISWAMY, RANJIT P | 2166 | §103 | Non-Final OA | 23d overdue | Pending | Jul 10, 2024 |
| 18764766 | SYSTEMS AND METHODS FOR CONDUCTING DATA EXTRACTION USING DEDICATED DATA EXTRACTION DEVICES | KIM, TAE K | 2496 | §103 | Non-Final OA | 20d | Pending | Jul 05, 2024 |
| 18678300 | SYSTEMS AND METHODS FOR DYNAMIC GEOTEMPORAL DATA SCHEMAS | JAMI, HARES | 2164 | §101 | Non-Final OA | 5d overdue | Pending | May 30, 2024 |
| 18675587 | SECURING LARGE LANGUAGE MODEL OUTPUT BY PROPAGATING PERMISSIONS | SWEARINGEN, JEFFREY R | 2445 | §103 | Final Rejection | 8d overdue | Pending | May 28, 2024 |
| 18674114 | SYSTEMS AND METHODS FOR GENERATING AND MANAGING SECURITY LEVEL-AWARE MAP | DESROSIERS, EVANS | 2491 | §101 | Non-Final OA | 3d overdue | Pending | May 24, 2024 |
| 18674095 | SYSTEMS AND METHODS FOR PROVIDING SECURITY LEVEL BASED GEOSPATIAL NOTIFICATION | MALINOWSKI, WALTER J | 2439 | §103 | Final Rejection | 19d | Pending | May 24, 2024 |
| 18669167 | SYSTEMS AND METHODS FOR CROSS-DOMAIN SOFTWARE PRODUCT AND SOFTWARE PRODUCT METADATA DELIVERY | KHAN, ATTA | 2449 | §103 | Non-Final OA | 21d | Pending | May 20, 2024 |
| 18659193 | ASSESSMENTS BASED ON DATA THAT CHANGES RETROACTIVELY | UDDIN, MOHAMMED R | 2161 | §103 | Final Rejection | 9d overdue | Pending | May 09, 2024 |
| 18647042 | SYSTEMS AND METHODS FOR MULTIPLE SENSOR OBJECT TRACKING | MAIDEN, MICHAEL KIM | 2665 | §103 | Non-Final OA | 27d | Pending | Apr 26, 2024 |
| 18625032 | ARTIFICIAL INTELLIGENCE SYSTEM USER INTERFACES | TRAN, TAM T | 2174 | §103 | Non-Final OA | 24d overdue | Pending | Apr 02, 2024 |
| 18583045 | SYSTEMS AND METHODS FOR OBJECT TRACKING WITH RETARGETING INPUTS | WAIT, CHRISTOPHER | 2683 | §102 | Non-Final OA | 14d | Pending | Feb 21, 2024 |
| 18581644 | SYSTEMS AND METHODS FOR SINGLE-OBJECT TRACKING USING MULTIPLE-OBJECT TRACKING | DIGUGLIELMO, DANIELLA MARIE | 2666 | §103 | Non-Final OA | 11d overdue | Pending | Feb 20, 2024 |
| 18581106 | SYSTEMS AND METHODS FOR USER-ASSISTED OBJECT DETECTION | KOETH, MICHELLE M | 2671 | §103 | Non-Final OA | 36d | Pending | Feb 19, 2024 |
| 18435740 | DATA RETRIEVAL SYSTEM AND METHOD | MOSER, BRUCE M | 2154 | §101 | Final Rejection | 15d | Pending | Feb 07, 2024 |
| 18396944 | SYSTEMS AND METHODS FOR CONTEXT-AWARE CHANGE MANAGEMENT | GOFMAN, ALEX N | 2163 | §103 | Final Rejection | 3d overdue | Pending | Dec 27, 2023 |
| 18394405 | SYSTEMS AND METHODS FOR DATABASE CONFIGURATION MANAGEMENT | SHECHTMAN, CHERYL MARIA | 2164 | §103 | Non-Final OA | 13d | Pending | Dec 22, 2023 |
| 18392042 | SYSTEMS AND METHODS FOR USING SOFTWARE SUPPLY CHAIN TO CONTROL SOFTWARE OPERATIONS | WEI, ZENGPU | 2197 | §101 | Final Rejection | 18d overdue | Pending | Dec 21, 2023 |
| 18393394 | DETECTION OF VULNERABILITIES IN A COMPUTER NETWORK | TIV, BACKHEAN | 2459 | §112 | Non-Final OA | 17d overdue | Pending | Dec 21, 2023 |
| 18542294 | SYSTEMS AND METHODS FOR MANAGING SOFTWARE SECURITY | WANG, CHAO | 2439 | §103 | Non-Final OA | 70d | Pending | Dec 15, 2023 |
| 18523278 | SYSTEMS AND METHODS TO AUTOMATICALLY CREATE RUNTIME ENVIRONMENTS | KABIR, MOHAMMAD H | 2192 | §103 | Non-Final OA | 66d overdue | Pending | Nov 29, 2023 |
| 18523291 | SYSTEMS AND METHODS FOR VERIFYING A SOFTWARE PRODUCT USING A SOFTWARE-SUPPLY-CHAIN-PROVENANCE VERIFICATION SERVICE | GEE, JASON KAI YIN | 2495 | §103 | Final Rejection | 1d overdue | Pending | Nov 29, 2023 |
| 18388549 | SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED LEARNING PROGRAMS | ZAMAN, SADARUZ | 3715 | §102 | Non-Final OA | 67d overdue | Pending | Nov 10, 2023 |
| 18383349 | STACK TRACE SEARCH | HOANG, HAU HAI | 2154 | §101 | Non-Final OA | 9d | Pending | Oct 24, 2023 |
| 18380946 | SYSTEMS AND METHODS FOR ACCESSING AND STORING SNAPSHOTS OF A REMOTE APPLICATION IN A DOCUMENT | KHAN, SHAHID K | 2146 | §103 | Non-Final OA | 4d overdue | Pending | Oct 17, 2023 |
| 18483056 | SYSTEM AND METHOD FOR CHAINING DISCRETE MODELS | BOSTWICK, SIDNEY VINCENT | 2124 | §103 | Non-Final OA | 60d | Pending | Oct 09, 2023 |
| 18244437 | PIPELINE MANAGEMENT TOOL | SMITH, CHENECA | 2192 | §112 | Final Rejection | 20d | Pending | Sep 11, 2023 |
| 18236699 | ENTITY DATA ATTRIBUTION USING DISPARATE DATA SETS | STEVENS, ROBERT | 2164 | §101 | Final Rejection | 9d overdue | Pending | Aug 22, 2023 |
| 18453962 | SYSTEM ARCHITECTURE FOR COHORTING SENSOR DATA | PAN, YONGJIA | 2118 | §103 | Final Rejection | 27d | Pending | Aug 22, 2023 |
| 18228836 | SYSTEMS AND METHODS FOR SOLUTION PROPOSAL WORKFLOW | KIM, DONG U | 2197 | §103 | Non-Final OA | 37d overdue | Pending | Aug 01, 2023 |
| 18226618 | SYSTEMS AND METHODS FOR GEOREGISTRATION SERVICE FOR VIDEO | WILBURN, MOLLY K | 2666 | §102 | Non-Final OA | 1d overdue | Pending | Jul 26, 2023 |
| 18211464 | SYSTEMS AND METHODS FOR DETERMINING RELATIONSHIPS BETWEEN DEFECTS | LIANG, LEONARD S | 2857 | §103 | Non-Final OA | 27d | Pending | Jun 19, 2023 |
| 18205772 | SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE INFERENCE PLATFORM AND SENSOR CORRELATION | HOANG, AMY P | 2143 | §103 | Non-Final OA | 56d | Pending | Jun 05, 2023 |
| 18307653 | MULTI-PARTY MODEL TRAINING | BENOURAIDA, AMINA MORENO | 2129 | §103 | Non-Final OA | 75d | Pending | Apr 26, 2023 |
| 18125999 | PROBABILISTICALLY PRIORITIZED PROCESSING QUEUE | PATEL, HIREN P | 2196 | §103 | Non-Final OA | 14d | Pending | Mar 24, 2023 |
| 18116215 | Secure Reversible Media Obfuscation | REINIER, BARBARA DIANE | 2682 | §103 | Non-Final OA | 42d | Pending | Mar 01, 2023 |
| 18100351 | DATA PIPELINE BRANCHING | LIN, ALLEN S | 2153 | §103 | Non-Final OA | 16d overdue | Pending | Jan 23, 2023 |
| 18086125 | SYSTEMS AND METHODS FOR AUTOSCALING INSTANCE GROUPS OF COMPUTING PLATFORMS | RASHID, WISSAM | 2195 | §103 | Non-Final OA | 46d overdue | Pending | Dec 21, 2022 |
| 17884761 | SYSTEMS AND METHODS FOR AI META-CONSTELLATION | LI, HARRISON | 2195 | §103 | Non-Final OA | 155d overdue | Pending | Aug 10, 2022 |
| 17884760 | SYSTEMS AND METHODS FOR AI INFERENCE PLATFORM | PHAM, JESSICA THUY | 2121 | §103 | Final Rejection | 5d overdue | Pending | Aug 10, 2022 |
| 17657824 | CONFIGURING A COMPUTER SYSTEM BASED ON A PURCHASE ORDER | RAMPHAL, LATASHA DEVI | 3688 | §103 | Non-Final OA | 31d overdue | Pending | Apr 04, 2022 |
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