Prosecution Insights
Prosecution Insights
51 pending office actions • 28 art units • 49 examiners • 0 of 51 (0%) have an AI response strategy ready • 131 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 17 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. 17 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 | 4 (8%) |
| §101 + other | 11 (22%) |
| §103 only | 24 (47%) |
| §102 only | 1 (2%) |
| Double-patenting only | 3 (6%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 7 (14%) |
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 |
|---|---|---|---|
| HARPER, ELIYAH STONE | 2 | 73.5% | +11.4% |
| AGHARAHIMI, FARHAD | 2 | 70.3% | +14.0% |
| CONYERS, DAWAUNE A | 1 | 65.7% | +19.7% |
| PHILLIPS, III, ALBERT M | 1 | 81.6% | +12.5% |
| FERRER, JEDIDIAH P | 1 | 52.2% | +40.3% |
| HERSHLEY, MARK E | 1 | 78.4% | +19.0% |
| CHOI, YUK TING | 1 | 71.4% | +36.4% |
| NGUYEN, CAM LINH T | 1 | 83.8% | +13.4% |
| VU, BAI DUC | 1 | 78.6% | +18.5% |
| LONG, EDWARD X | 1 | 73.5% | +46.9% |
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 |
|---|---|---|---|
| 19293482 | INTERACTING WITH ONTOLOGY-BASED DATABASES USING MACHINE LEARNING | NGUYEN, CAM LINH T | — |
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 |
|---|---|---|---|
| 18388549 | SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED LEARNING PROGRAMS | ZAMAN, SADARUZ | 67d overdue |
| 18884951 | SYSTEMS AND METHODS FOR WINDOWED SUMMARIZATIONS OF EVENT LOGS | HASAN, SYED HAROON | 22d overdue |
| 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 |
| 19039357 | SYSTEMS AND METHODS FOR GENERATING INTERRELATED NOTIONAL DATA | CHANNAVAJJALA, SRIRAMA T | 8d overdue |
| 18674114 | SYSTEMS AND METHODS FOR GENERATING AND MANAGING SECURITY LEVEL-AWARE MAP | DESROSIERS, EVANS | 3d overdue |
| 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 | 60d |
| 19332049 | SYNCHRONISING DATASETS UPDATES | PHILLIPS, III, ALBERT M | — |
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 |
| 18882541 | MANAGING QUERY EXECUTION AGAINST ONTOLOGY-BASED DATABASES IN A MULTI-USER ENVIRONMENT | HARPER, ELIYAH STONE | 43d overdue |
| 19344308 | APPROACHES OF CAPTURING AND STREAMLINING SCIENTIFIC AND SOCIAL SCIENTIFIC INVESTIGATIONS | CONYERS, DAWAUNE A | — |
| 19332049 | SYNCHRONISING DATASETS UPDATES | PHILLIPS, III, ALBERT M | — |
| 19332005 | DATA COMMUNICATIONS BETWEEN PARTIES | FERRER, JEDIDIAH P | — |
| 19329801 | DATA DELETION SYSTEM AND METHOD | HERSHLEY, MARK E | — |
| 19300465 | DATA REVISION CONTROL IN LARGE-SCALE DATA ANALYTIC SYSTEMS | CHOI, YUK TING | — |
| Art Unit | Apps |
|---|---|
| 2161 | 4 |
| 2159 | 3 |
| 2153 | 2 |
| 2164 | 2 |
| 2154 | 2 |
| 2169 | 2 |
| 2166 | 2 |
| 2197 | 2 |
| 2163 | 1 |
| 2432 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19344308 | APPROACHES OF CAPTURING AND STREAMLINING SCIENTIFIC AND SOCIAL SCIENTIFIC INVESTIGATIONS | CONYERS, DAWAUNE A | 2159 | §103 | Non-Final OA | — | Pending | Sep 29, 2025 |
| 19332049 | SYNCHRONISING DATASETS UPDATES | PHILLIPS, III, ALBERT M | 2159 | §101§103 | Non-Final OA | — | Pending | Sep 18, 2025 |
| 19332005 | DATA COMMUNICATIONS BETWEEN PARTIES | FERRER, JEDIDIAH P | 2153 | §103 | Non-Final OA | — | Pending | Sep 17, 2025 |
| 19329801 | DATA DELETION SYSTEM AND METHOD | HERSHLEY, MARK E | 2164 | §101§103DP | Non-Final OA | — | Pending | Sep 16, 2025 |
| 19300465 | DATA REVISION CONTROL IN LARGE-SCALE DATA ANALYTIC SYSTEMS | CHOI, YUK TING | — | §103 | Non-Final OA | — | Pending | Aug 14, 2025 |
| 19293482 | INTERACTING WITH ONTOLOGY-BASED DATABASES USING MACHINE LEARNING | NGUYEN, CAM LINH T | — | DP | Non-Final OA | — | Pending | Aug 07, 2025 |
| 19286033 | FINE-GRAINED PERMISSION MODELS FOR ONTOLOGY DATA | HARPER, ELIYAH STONE | — | DP | Non-Final OA | — | Pending | Jul 30, 2025 |
| 19253533 | DATA SECURITY | VU, BAI DUC | 2161 | §101§103§112 | Non-Final OA | — | Pending | Jun 27, 2025 |
| 19206855 | PROJECT-BASED PERMISSION SYSTEM | LONG, EDWARD X | — | §103Other | Non-Final OA | — | Pending | May 13, 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 |
| 19192833 | SYSTEM TO COLLECT AND VISUALIZE SOFTWARE USAGE METRICS | DALENCOURT, YVES | — | §102§103 | Non-Final OA | — | Pending | Apr 29, 2025 |
| 19184310 | RESOURCE DEPENDENCY SYSTEM AND GRAPHICAL USER INTERFACE | GURMU, MULUEMEBET | 2163 | §103 | Final Rejection | — | Pending | Apr 21, 2025 |
| 19182057 | CONTROLLING ACCESS TO ELECTRONIC DATA ASSETS | MIAN, MOHAMMAD YOU A | — | §101§102 | Non-Final OA | — | Pending | Apr 17, 2025 |
| 19178737 | SECURE DEPLOYMENT OF A SOFTWARE PACKAGE | RONI, SYED A | 2432 | §103Other | Non-Final OA | — | Pending | Apr 14, 2025 |
| 19079232 | ORGANIZATION OF DATABASE SEARCH RESULTS | PEREZ-ARROYO, RAQUEL | — | §103 | Non-Final OA | — | Pending | Mar 13, 2025 |
| 19070893 | ENHANCED MACHINE LEARNING REFINEMENT AND ALERT GENERATION SYSTEM | GYORFI, THOMAS A | — | §102Other | Non-Final OA | — | Pending | Mar 05, 2025 |
| 19039357 | SYSTEMS AND METHODS FOR GENERATING INTERRELATED NOTIONAL DATA | CHANNAVAJJALA, SRIRAMA T | 2154 | §101§103§112DPOther | Final Rejection | 8d overdue | Pending | Jan 28, 2025 |
| 19001315 | TRACKED ENTITY DETECTION VALIDATION AND TRACK GENERATION WITH GEO-RECTIFICATION | DUNPHY, DAVID F | — | DP | Non-Final OA | — | Pending | Dec 24, 2024 |
| 18990185 | SYSTEM ARCHITECTURE FOR RELATING AND LINKING DATA OBJECTS | AGHARAHIMI, FARHAD | 2161 | §103 | Non-Final OA | 51d overdue | Pending | Dec 20, 2024 |
| 18913804 | ARTIFICIAL INTELLIGENCE ASSISTED EVALUATIONS AND USER INTERFACE FOR SAME | BOYCE, ANDRE D | 3623 | §101 | Final Rejection | 15d overdue | Pending | Oct 11, 2024 |
| 18910438 | CONTROLLING ACCESS TO COMPUTER RESOURCES | GEE, JASON KAI YIN | 2495 | §103 | Final Rejection | — | Pending | Oct 09, 2024 |
| 18906450 | SYSTEMS AND METHODS FOR DYNAMIC TEMPORARY MEMBERSHIP AND DATA ACCESS | MAI, KEVIN S | 2499 | §101§103 | Final Rejection | — | Pending | Oct 04, 2024 |
| 18898251 | SYSTEMS AND METHODS FOR ACCESS CHECKING | BINCZAK, BRANDON MICHAEL | 2437 | §103 | Final Rejection | 8d overdue | Pending | Sep 26, 2024 |
| 18896618 | DATA ANALYTIC SYSTEMS | TRUONG, CAM Y T | 2169 | §103 | Final Rejection | — | Pending | Sep 25, 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§112 | Non-Final OA | 22d overdue | Pending | Sep 13, 2024 |
| 18882541 | MANAGING QUERY EXECUTION AGAINST ONTOLOGY-BASED DATABASES IN A MULTI-USER ENVIRONMENT | HARPER, ELIYAH STONE | 2166 | §103 | Final Rejection | 43d overdue | Pending | Sep 11, 2024 |
| 18806934 | SYSTEMS AND METHODS FOR MANAGING ACCESS CONTROL TO ONE OR MORE RESOURCES | VAUGHAN, MICHAEL R | 2431 | §102§103 | Final Rejection | — | Pending | Aug 16, 2024 |
| 18769800 | DATA ASSET SHARING | LE, HUNG D | 2161 | §103 | Final Rejection | — | Pending | Jul 11, 2024 |
| 18678229 | ONTOLOGY-BACKED AUTOMATIC CHART CREATION | WANG, YI | 2619 | §103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18675672 | PROFILE-BASED ARTIFICIAL INTELLIGENCE SYSTEM | VILLENA, MARK | 2658 | §103 | Final Rejection | — | Pending | May 28, 2024 |
| 18674114 | SYSTEMS AND METHODS FOR GENERATING AND MANAGING SECURITY LEVEL-AWARE MAP | DESROSIERS, EVANS | 2491 | §101 | Final Rejection | 3d overdue | Pending | May 24, 2024 |
| 18655680 | OBJECT-BASED PROCESS MANAGEMENT | WAESCO, JOSEPH M | — | §103 | Non-Final OA | — | Pending | May 06, 2024 |
| 18645255 | GENERALIZABLE ENTITY RESOLUTION BASED ON ONTOLOGY STRUCTURES | PEACH, POLINA G | — | §101§103 | Non-Final OA | — | Pending | Apr 24, 2024 |
| 18639394 | OPERATIONALISING FEEDBACK LOOPS | PHAKOUSONH, DARAVANH | — | §102§112 | Non-Final OA | — | Pending | Apr 18, 2024 |
| 18635406 | SYSTEMS AND METHODS FOR MONITORING SOFTWARE SERVICES | KHATRI, ANIL | 2191 | §101§103Other | Non-Final OA | — | Pending | Apr 15, 2024 |
| 18625032 | ARTIFICIAL INTELLIGENCE SYSTEM USER INTERFACES | TRAN, TAM T | 2174 | §103 | Final Rejection | 24d overdue | Pending | Apr 02, 2024 |
| 18397886 | AUTOMATIC DERIVATION OF REPOSITORY ACCESS DATA BASED ON SYMBOLIC CONFIGURATION | SHIU, HO T | 2443 | §103 | Non-Final OA | — | Pending | Dec 27, 2023 |
| 18392042 | SYSTEMS AND METHODS FOR USING SOFTWARE SUPPLY CHAIN TO CONTROL SOFTWARE OPERATIONS | WEI, ZENGPU | 2197 | §101 | Non-Final OA | 18d overdue | Pending | Dec 21, 2023 |
| 18388549 | SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED LEARNING PROGRAMS | ZAMAN, SADARUZ | 3715 | §101§102§103 | Final Rejection | 67d overdue | Pending | Nov 10, 2023 |
| 18387973 | SYSTEMS AND METHODS FOR CORPUS MANAGEMENT FOR AI TRAINING | KUDO, KEN | 2671 | §101§103 | Non-Final OA | — | Pending | Nov 08, 2023 |
| 18381337 | COMPUTER-IMPLEMENTED MANIPULATION OF DATA STRUCTURES | SPIELER, WILLIAM | 2159 | §102§112 | Non-Final OA | — | Pending | Oct 18, 2023 |
| 18228836 | SYSTEMS AND METHODS FOR SOLUTION PROPOSAL WORKFLOW | KIM, DONG U | 2197 | §103 | Final Rejection | 37d overdue | Pending | Aug 01, 2023 |
| 18226601 | SYSTEMS AND METHODS FOR GEOREGISTRATION SERVICE | ALLEN, KYLA GUAN-PING TI | 2661 | §103 | Non-Final OA | 37d overdue | Pending | Jul 26, 2023 |
| 18307653 | MULTI-PARTY MODEL TRAINING | BENOURAIDA, AMINA MORENO | 2129 | §103 | Non-Final OA | 75d | Pending | Apr 26, 2023 |
| 18100351 | DATA PIPELINE BRANCHING | LIN, ALLEN S | 2153 | §103 | Final Rejection | 16d overdue | Pending | Jan 23, 2023 |
| 17884761 | SYSTEMS AND METHODS FOR AI META-CONSTELLATION | LI, HARRISON | 2195 | §103 | Non-Final OA | 155d overdue | Pending | Aug 10, 2022 |
| 17814466 | TIME SERIES DATABASE PROCESSING SYSTEM | FOROUHARNEJAD, FAEZEH | 2166 | §103DP | Non-Final OA | — | Pending | Jul 22, 2022 |
| 17846648 | SECURE HIGH SCALE CRYPTOGRAPHIC COMPUTATION THROUGH DELEGATED KEY ACCESS | CARRASQUILLO, ALEX DANIEL | 2498 | §103§112 | Final Rejection | — | Pending | Jun 22, 2022 |
| 17841566 | APPROACHES OF PERFORMING DATA PROCESSING WHILE MAINTAINING SECURITY OF ENCRYPTED DATA | NGUYEN, VINH | 2453 | §103§112 | Non-Final OA | — | Pending | Jun 15, 2022 |
| 17004890 | ORCHESTRATION SYSTEM FOR STREAM STORAGE AND PROCESSING | UDDIN, MD I | 2169 | §101§103§112 | Non-Final OA | — | Pending | Aug 27, 2020 |
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