Prosecution Insights
Prosecution Insights
42 pending office actions • 33 art units • 41 examiners • 0 of 42 (0%) have an AI response strategy ready • 59 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 42 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. 42 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 (24%) |
| §103 only | 25 (60%) |
| §102 only | 3 (7%) |
| §112 only | 2 (5%) |
| No statute on record | 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 |
|---|---|---|---|
| VANDERHORST, MARIA VICTORIA | 2 | 48.5% | +37.1% |
| GIULIANI, GIUSEPPI J | 1 | 58.5% | +6.4% |
| TIV, BACKHEAN | 1 | 75.4% | +20.3% |
| CHISM, STEVEN R | 1 | 31.1% | +42.9% |
| MAY, ROBERT F | 1 | 75.5% | +30.5% |
| HLAING, SOE MIN | 1 | 81.9% | +16.7% |
| BLOOMQUIST, KEITH D | 1 | 62.9% | +19.6% |
| NGUYEN, TIEN C | 1 | 68.2% | +18.0% |
| ISLAM, MOHAMMAD K | 1 | 83.2% | +16.4% |
| RAJAPUTRA, SUMAN | 1 | 69.1% | +38.2% |
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 |
|---|---|---|---|
| 18738740 | SYSTEMS AND METHODS FOR MODIFYING INBOX ITEMS WITH QUICK ACTIONS | HLAING, SOE MIN | 27d |
| 18643568 | ENHANCED MAIL OPERATIONS USING LARGE LANGUAGE MODELS | ISLAM, MOHAMMAD K | 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 |
|---|---|---|---|
| 18539396 | SYSTEMS AND METHODS FOR AI-BASED GENERATION AND DELIVERY OF NETWORK RESOURCES | OSMAN BILAL AHMED, AFAF | 45d overdue |
| 18351939 | SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF | VANDERHORST, MARIA VICTORIA | 30d overdue |
| 18467400 | SYSTEM AND METHOD FOR LOW RANK FIELD-WEIGHTED FACTORIZATION MACHINE AND APPLICATION THEREOF IN CONTENT RECOMMENDATION | SPAR, ILANA L | 28d overdue |
| 18300923 | METHOD AND SYSTEM FOR DATA INDEXING AND REPORTING | LIN, ALLEN S | 18d overdue |
| 18596015 | SYSTEMS AND METHODS FOR PERFORMING A VALUE ANALYSIS AND DISPLAYING A CORRESPONDING MODEL | SUBRAMANIAN, NARAYANSWAMY | 5d overdue |
| 17450195 | SYSTEMS AND METHODS FOR MOBILE APPLICATION REQUESTS OF PHYSICAL FACILITIES | LOFTIS, JOHNNA RONEE | 6d |
| 17827400 | SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS | COLE, BRANDON S | 7d |
| 18359385 | SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF | DAGNEW, SABA | 9d |
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 |
|---|---|---|---|
| 18351939 | SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF | VANDERHORST, MARIA VICTORIA | 30d overdue |
| 18784402 | METHOD AND SYSTEM FOR SKETCH BASED SEARCH | MAY, ROBERT F | 19d overdue |
| 18912976 | METHOD AND SYSTEM FOR SERVING PERSONALIZED CONTENT TO ENHANCE USER EXPERIENCE | TIV, BACKHEAN | 11d overdue |
| 18664738 | SYSTEM AND METHOD FOR PROVIDING CONTEXT OF WEB CONTENT | BLOOMQUIST, KEITH D | 8d overdue |
| 18627500 | SYSTEM AND METHOD FOR RESPONDING TO QUERIES | RAJAPUTRA, SUMAN | 13d |
| 18779634 | SYSTEMS AND METHODS FOR GENERATING TRAVEL-RELATED RECOMMENDATIONS USING ELECTRONIC COMMUNICATION DATA | VANDERHORST, MARIA VICTORIA | 14d |
| 18829238 | PERFORMING ENTITY ACTIONS USING EMAIL INTERFACES | CHISM, STEVEN R | 20d |
| 18738740 | SYSTEMS AND METHODS FOR MODIFYING INBOX ITEMS WITH QUICK ACTIONS | HLAING, SOE MIN | 27d |
| Art Unit | Apps |
|---|---|
| 3621 | 3 |
| 3622 | 3 |
| 2153 | 2 |
| 3692 | 2 |
| 2171 | 2 |
| 2163 | 2 |
| 2164 | 2 |
| 2459 | 1 |
| 2154 | 1 |
| 2451 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19003048 | SYSTEM AND METHOD FOR VERIFIED PREDICTIONS AND PERFORMANCE | GIULIANI, GIUSEPPI J | 2153 | §103 | Non-Final OA | 22d | Pending | Dec 27, 2024 |
| 18912976 | METHOD AND SYSTEM FOR SERVING PERSONALIZED CONTENT TO ENHANCE USER EXPERIENCE | TIV, BACKHEAN | 2459 | §103 | Non-Final OA | 11d overdue | Pending | Oct 11, 2024 |
| 18829238 | PERFORMING ENTITY ACTIONS USING EMAIL INTERFACES | CHISM, STEVEN R | 3692 | §103 | Non-Final OA | 20d | Pending | Sep 09, 2024 |
| 18784402 | METHOD AND SYSTEM FOR SKETCH BASED SEARCH | MAY, ROBERT F | 2154 | §103 | Non-Final OA | 19d overdue | Pending | Jul 25, 2024 |
| 18779634 | SYSTEMS AND METHODS FOR GENERATING TRAVEL-RELATED RECOMMENDATIONS USING ELECTRONIC COMMUNICATION DATA | VANDERHORST, MARIA VICTORIA | 3621 | §101 | Final Rejection | 14d | Pending | Jul 22, 2024 |
| 18738740 | SYSTEMS AND METHODS FOR MODIFYING INBOX ITEMS WITH QUICK ACTIONS | HLAING, SOE MIN | 2451 | §103 | Final Rejection | 27d | Pending | Jun 10, 2024 |
| 18664738 | SYSTEM AND METHOD FOR PROVIDING CONTEXT OF WEB CONTENT | BLOOMQUIST, KEITH D | 2171 | §103 | Non-Final OA | 8d overdue | Pending | May 15, 2024 |
| 18661177 | NETWORK BASED RENDERING AND HOSTING SYSTEMS AND METHODS UTILIZING AN AGGREGATOR | NGUYEN, TIEN C | 3694 | Other | Non-Final OA | 27d | Pending | May 10, 2024 |
| 18643568 | ENHANCED MAIL OPERATIONS USING LARGE LANGUAGE MODELS | ISLAM, MOHAMMAD K | 2653 | §102 | Final Rejection | 56d | Pending | Apr 23, 2024 |
| 18627500 | SYSTEM AND METHOD FOR RESPONDING TO QUERIES | RAJAPUTRA, SUMAN | 2163 | §103 | Non-Final OA | 13d | Pending | Apr 05, 2024 |
| 18626427 | SYSTEMS AND METHODS FOR IMAGE COMPOSITING VIA MACHINE LEARNING | WANG, YUEHAN | 2617 | §103 | Final Rejection | 7d | Pending | Apr 04, 2024 |
| 18596015 | SYSTEMS AND METHODS FOR PERFORMING A VALUE ANALYSIS AND DISPLAYING A CORRESPONDING MODEL | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Non-Final OA | 5d overdue | Pending | Mar 05, 2024 |
| 18586295 | COMPUTERIZED SYSTEM AND METHOD FOR COLLABORATIVE ELECTRONIC DOCUMENT CREATION | AUGUSTINE, NICHOLAS | 2178 | §103 | Non-Final OA | 12d | Pending | Feb 23, 2024 |
| 18584428 | SYSTEM AND METHOD FOR SIMULTANEOUS TEMPORAL ATTENTION ZONE AND ACTION TYPE PREDICTION AND APPLICATIONS THEREOF | FLORES, LEON | 2676 | §102 | Non-Final OA | 8d overdue | Pending | Feb 22, 2024 |
| 18442144 | SYSTEM AND METHOD FOR AUTOMATIC SUMMARY GENERATION | SHEN, SAMUEL | 2179 | §103 | Non-Final OA | 50d overdue | Pending | Feb 15, 2024 |
| 18539906 | SYSTEMS AND METHODS FOR AI-BASED DIGITAL CONTENT SCALING | VAN BRAMER, JOHN W | 3622 | §102 | Non-Final OA | 7d | Pending | Dec 14, 2023 |
| 18539396 | SYSTEMS AND METHODS FOR AI-BASED GENERATION AND DELIVERY OF NETWORK RESOURCES | OSMAN BILAL AHMED, AFAF | 3622 | §101 | Non-Final OA | 45d overdue | Pending | Dec 14, 2023 |
| 18496156 | SYSTEM AND METHOD FOR EXPLOITING USER FEEDBACK TO DERIVE TRENDING TERMS AND APPLICATIONS THEREOF | LERNER, MARTIN | 2658 | §112 | Final Rejection | 47d | Pending | Oct 27, 2023 |
| 18489163 | SYSTEMS AND METHODS FOR A PERSONALIZED USER INTERFACE USING GENERATIVE AI | MERCADO, GABRIEL S | 2171 | §103 | Non-Final OA | 13d | Pending | Oct 18, 2023 |
| 18480623 | SYSTEMS AND METHODS FOR GENERATING IMAGES OF LOCATIONS AFFECTED BY WEATHER CONDITIONS | CASCHERA, ANTONIO A | 2612 | §103 | Non-Final OA | 2d overdue | Pending | Oct 04, 2023 |
| 18469874 | SYSTEMS AND METHODS FOR ANALYZING USER CHANCE PREDICTIONS TO DETERMINE A USER CLASSIFICATION | HOLLY, JOHN H | 3696 | §103 | Non-Final OA | 60d overdue | Pending | Sep 19, 2023 |
| 18467400 | SYSTEM AND METHOD FOR LOW RANK FIELD-WEIGHTED FACTORIZATION MACHINE AND APPLICATION THEREOF IN CONTENT RECOMMENDATION | SPAR, ILANA L | 3622 | §101 | Non-Final OA | 28d overdue | Pending | Sep 14, 2023 |
| 18365949 | METHOD AND SYSTEM FOR GROUP COMMUNICATION ACROSS ELECTRONIC MAIL USERS AND FEATURE PHONE USERS | KELLEY, STEVEN SHAUN | 2646 | §103 | Non-Final OA | 15d | Pending | Aug 04, 2023 |
| 18359385 | SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF | DAGNEW, SABA | 3621 | §101 | Non-Final OA | 9d | Pending | Jul 26, 2023 |
| 18351939 | SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF | VANDERHORST, MARIA VICTORIA | 3621 | §101 | Non-Final OA | 30d overdue | Pending | Jul 13, 2023 |
| 18336346 | AUTOMATIC ANALYSIS OF DIGITAL MESSAGING CONTENT METHOD AND APPARATUS | SKHOUN, HICHAM | 2164 | §103 | Final Rejection | 10d overdue | Pending | Jun 16, 2023 |
| 18335353 | METHOD AND SYSTEM FOR DETERMINING ALPHA AND BETA VALUES OF A CANDIDATE RELATIVE TO A CLASS | HOANG, AMY P | 2143 | §103 | Non-Final OA | 39d | Pending | Jun 15, 2023 |
| 18320350 | SYSTEM AND METHOD FOR IDENTIFYING LONG-TAIL TOPICS AND CONTENT AND APPLICATIONS THEREOF | WU, TONY | 2166 | §112 | Non-Final OA | 14d | Pending | May 19, 2023 |
| 18309785 | NETWORK BASED PROVISION OF RENDERING AND HOSTING SYSTEMS | JAMES, GREGORY MARK | 3692 | §103 | Non-Final OA | 34d | Pending | Apr 29, 2023 |
| 18300923 | METHOD AND SYSTEM FOR DATA INDEXING AND REPORTING | LIN, ALLEN S | 2153 | §101 | Non-Final OA | 18d overdue | Pending | Apr 14, 2023 |
| 18187940 | METHOD AND SYSTEM FOR DETERMINING AND PROVIDING PRODUCT AVAILABILITY | WALKER, MICHAEL JARED | 3627 | §101 | Non-Final OA | 39d | Pending | Mar 22, 2023 |
| 18183224 | COMPUTERIZED SYSTEMS AND METHODS FOR SAFEGUARDING PRIVACY | TRUONG, LAWRENCE QUANG | 2434 | §103 | Non-Final OA | 8d overdue | Pending | Mar 14, 2023 |
| 18081141 | METHOD AND SYSTEM FOR FILTERING CONTENT | MHEIR, ZUHEIR | 2198 | §103 | Non-Final OA | 15d overdue | Pending | Dec 14, 2022 |
| 18075467 | PRESENTING CONTENT OF AN APPLICATION | CAO, PHUONG THAO | 2164 | §103 | Non-Final OA | 51d overdue | Pending | Dec 06, 2022 |
| 17818788 | SYSTEM AND METHOD TO PROVIDE FEEDBACK FOR DELIVERED CONTENT | O'SHEA, BRENDAN S | 3626 | §103 | Final Rejection | 14d | Pending | Aug 10, 2022 |
| 17827400 | SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS | COLE, BRANDON S | 2128 | §101 | Non-Final OA | 7d | Pending | May 27, 2022 |
| 17450195 | SYSTEMS AND METHODS FOR MOBILE APPLICATION REQUESTS OF PHYSICAL FACILITIES | LOFTIS, JOHNNA RONEE | 3625 | §101 | Final Rejection | 6d | Pending | Oct 07, 2021 |
| 17199884 | COMPUTERIZED SYSTEM AND METHOD FOR INCREASING, RETAINING AND MAINTAINING NETWORK USER RESOURCE SESSIONS | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | 53d | Pending | Mar 12, 2021 |
| 17138148 | SYSTEM AND METHOD FOR TEXT STRUCTURING VIA LANGUAGE MODELS | ORTIZ SANCHEZ, MICHAEL | 2656 | §103 | Final Rejection | 55d | Pending | Dec 30, 2020 |
| 16740658 | METHOD AND SYSTEM FOR DISPLAYING EMAIL MESSAGES | BASOM, BLAINE T | 2141 | Other | Non-Final OA | 23d | Pending | Jan 13, 2020 |
| 16727219 | GENERATING FULL METADATA FROM PARTIAL DISTRIBUTED METADATA | LE, MICHAEL | 2163 | §103 | Final Rejection | 3d overdue | Pending | Dec 26, 2019 |
| 15237970 | METHOD AND SYSTEM FOR MULTI-LABEL PREDICTION | LO, ANN J | 2159 | §103 | Final Rejection | 34d | Pending | Aug 16, 2016 |
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