Prosecution Insights
Prosecution Insights
32 pending office actions • 21 art units • 32 examiners • 0 of 32 (0%) have an AI response strategy ready • 35 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 8 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. 8 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 | 2 (6%) |
| §101 + other | 15 (47%) |
| §103 only | 11 (34%) |
| §112 only | 1 (3%) |
| Multi-statute (no §101) | 3 (9%) |
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 |
|---|---|---|---|
| AHMED, ARHAM NMN | 1 | — | — |
| GEE, JASON KAI YIN | 1 | 77.7% | +23.2% |
| SHANMUGASUNDARAM, KANNAN | 1 | 72.3% | +36.2% |
| PATEL, KAMINI B | 1 | 85.8% | +9.9% |
| SCHWARTZ, DARREN B | 1 | 74.3% | +75.5% |
| KNIGHT, LETORIA G | 1 | 28.4% | +49.8% |
| TRAN, JIMMY H | 1 | 79.4% | +17.3% |
| AUSTIN, JAMIE H | 1 | 24.9% | +32.7% |
| BAKER, IRENE H | 1 | 53.0% | +26.7% |
| LAKHANI, ANDREW C | 1 | 22.2% | +29.8% |
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 |
|---|---|---|---|
| 18638253 | METHOD FOR EMBEDDING GRAPH AND SYSTEM THEREFOR | MIAN, MUHAMMAD U | 52d overdue |
| 19066840 | GENERATING AI-BASED COLLABORATION METHOD AND SYSTEM | LAKHANI, ANDREW C | 43d overdue |
| 18384153 | METHOD AND SYSTEM FOR TASK RECORDING USING ROBOTIC PROCESS AUTOMATION TECHNOLOGY | DUNN, DARRIN D | 16d overdue |
| 18917897 | METHOD, APPARATUS, SYSTEM, AND COMPUTER PROGRAM FOR AUTOMATIC PQC MIGRATION FOR APPLICATION | WHITE, JOSHUA RAYMOND | 2d overdue |
| 18505421 | METHOD FOR AUTOMATING CLOUD BUILDING | CHEN, SHIN HON | 7d |
| 19195991 | SECURITY MANAGEMENT METHOD FOR PASSKEY SERVICE, AND APPARATUS FOR IMPLEMENTING THE SAME | AHMED, ARHAM NMN | — |
| 19095507 | METHOD, APPARATUS, AND COMPUTER PROGRAM FOR RESPONDING TO SYSTEM INCIDENTS BASED ON GENERATIVE ARTIFICIAL INTELLIGENCE | PATEL, KAMINI B | — |
| 19087774 | METHOD, APPARATUS, SYSTEM, AND COMPUTER PROGRAM FOR ACCOUNT ANALYSIS AND MANAGEMENT | SCHWARTZ, DARREN B | — |
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 |
|---|---|---|---|
| 19066840 | GENERATING AI-BASED COLLABORATION METHOD AND SYSTEM | LAKHANI, ANDREW C | 43d overdue |
| 19193313 | PASSKEY SERVICE PROVISION METHOD THAT ENSURES COMPATIBILITY BETWEEN OS VERSIONS, AND APPARATUS FOR IMPLEMENTING THE SAME | GEE, JASON KAI YIN | — |
| 19169611 | METHOD FOR RETRIEVAL-AUGMENTED GENERATION INTERACTING WITH GENERATIVE ARTIFICIAL INTELLIGENCE AND APPARATUS THEREFOR | SHANMUGASUNDARAM, KANNAN | — |
| 19087774 | METHOD, APPARATUS, SYSTEM, AND COMPUTER PROGRAM FOR ACCOUNT ANALYSIS AND MANAGEMENT | SCHWARTZ, DARREN B | — |
| 19085918 | SYSTEM, METHOD, APPARATUS, AND COMPUTER PROGRAM FOR AUTOMATICALLY GENERATING NATURAL LANGUAGE-BASED BUSINESS PROCESS | KNIGHT, LETORIA G | — |
| 19079991 | METHOD FOR REBALANCING TRAFFIC AND SYSTEM THEREFOR | TRAN, JIMMY H | — |
| 19076640 | WORK SUPPORT METHOD AND SYSTEM | AUSTIN, JAMIE H | — |
| 19075174 | METHOD FOR GENERATING RESPONSE TO USER QUERY USING MULTIPLE VECTOR DB COLLECTIONS AND APPARATUS THEREOF | BAKER, IRENE H | — |
| Art Unit | Apps |
|---|---|
| 2168 | 2 |
| 2163 | 2 |
| 2128 | 2 |
| 2114 | 1 |
| 3623 | 1 |
| 3625 | 1 |
| 2152 | 1 |
| 3629 | 1 |
| 2441 | 1 |
| 2438 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19195991 | SECURITY MANAGEMENT METHOD FOR PASSKEY SERVICE, AND APPARATUS FOR IMPLEMENTING THE SAME | AHMED, ARHAM NMN | — | §101§103§112 | Non-Final OA | — | Pending | May 01, 2025 |
| 19193313 | PASSKEY SERVICE PROVISION METHOD THAT ENSURES COMPATIBILITY BETWEEN OS VERSIONS, AND APPARATUS FOR IMPLEMENTING THE SAME | GEE, JASON KAI YIN | — | §112 | Non-Final OA | — | Pending | Apr 29, 2025 |
| 19169611 | METHOD FOR RETRIEVAL-AUGMENTED GENERATION INTERACTING WITH GENERATIVE ARTIFICIAL INTELLIGENCE AND APPARATUS THEREFOR | SHANMUGASUNDARAM, KANNAN | 2168 | §103 | Non-Final OA | — | Pending | Apr 03, 2025 |
| 19095507 | METHOD, APPARATUS, AND COMPUTER PROGRAM FOR RESPONDING TO SYSTEM INCIDENTS BASED ON GENERATIVE ARTIFICIAL INTELLIGENCE | PATEL, KAMINI B | 2114 | §101§103 | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19087774 | METHOD, APPARATUS, SYSTEM, AND COMPUTER PROGRAM FOR ACCOUNT ANALYSIS AND MANAGEMENT | SCHWARTZ, DARREN B | — | §101§103 | Non-Final OA | — | Pending | Mar 24, 2025 |
| 19085918 | SYSTEM, METHOD, APPARATUS, AND COMPUTER PROGRAM FOR AUTOMATICALLY GENERATING NATURAL LANGUAGE-BASED BUSINESS PROCESS | KNIGHT, LETORIA G | 3623 | §103 | Non-Final OA | — | Pending | Mar 20, 2025 |
| 19079991 | METHOD FOR REBALANCING TRAFFIC AND SYSTEM THEREFOR | TRAN, JIMMY H | — | §103 | Non-Final OA | — | Pending | Mar 14, 2025 |
| 19076640 | WORK SUPPORT METHOD AND SYSTEM | AUSTIN, JAMIE H | 3625 | §101§102§103 | Non-Final OA | — | Pending | Mar 11, 2025 |
| 19075174 | METHOD FOR GENERATING RESPONSE TO USER QUERY USING MULTIPLE VECTOR DB COLLECTIONS AND APPARATUS THEREOF | BAKER, IRENE H | 2152 | §101§103§112 | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19066840 | GENERATING AI-BASED COLLABORATION METHOD AND SYSTEM | LAKHANI, ANDREW C | 3629 | §101 | Final Rejection | 43d overdue | Pending | Feb 28, 2025 |
| 19064062 | PRODUCT PURCHASE SUPPORT METHOD AND SYSTEM | POND, ROBERT M | — | §101§103§112 | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19056482 | QUESTION ANSWERING SYSTEM USING GENERATIVE MODEL AND METHOD THEREOF | HU, XIAOQIN | 2168 | §103 | Final Rejection | — | Pending | Feb 18, 2025 |
| 18929042 | METHOD OF PROVIDING MULTI-TRANSMISSION PATH SERVICE ON CLOUD VIRTUAL NETWORK AND APPARATUS FOR IMPLEMENTING THE METHOD | KATSIKIS, KOSTAS J | 2441 | §101§103 | Final Rejection | — | Pending | Oct 28, 2024 |
| 18917897 | METHOD, APPARATUS, SYSTEM, AND COMPUTER PROGRAM FOR AUTOMATIC PQC MIGRATION FOR APPLICATION | WHITE, JOSHUA RAYMOND | 2438 | §101§103§112 | Final Rejection | 2d overdue | Pending | Oct 16, 2024 |
| 18767366 | METHOD AND SYSTEM FOR CREATING RPA SCENARIO | NABI, REZA U | 2174 | §103§112 | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18764780 | METHOD FOR PROVIDING USER DATA ENCRYPTION KEY PROTECTION IN SIMPLE AUTHENTICATION ENVIRONMENT AND SYSTEM THEREOF | CARNES, THOMAS A | 2436 | §103 | Non-Final OA | — | Pending | Jul 05, 2024 |
| 18745405 | METHOD FOR PROTECTING MESSAGE AND APPARATUS IMPLEMENTING THE SAME | HTUN, SAN A | 2643 | §103 | Non-Final OA | — | Pending | Jun 17, 2024 |
| 18678938 | METHOD FOR PREDICTIVE MAINTENANCE THROUGH AUTOMATIC PREDICTION OF PUMP ANOMALY | NOH, JAE NAM | — | §103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18654632 | METHOD AND SYSTEM FOR IDENTIFYING ATTRIBUTE OF ENTITY | BLACK, LINH | 2163 | §101§103 | Final Rejection | — | Pending | May 03, 2024 |
| 18652450 | METHOD, APPARATUS, SYSTEM AND COMPUTER PROGRAM FOR FUNCTION NOTIFICATION OF FUNCTION ACCELERATOR CARD IN CLOUD SYSTEM | AQUINO, WYNUEL S | — | §101§102§103 | Non-Final OA | — | Pending | May 01, 2024 |
| 18638253 | METHOD FOR EMBEDDING GRAPH AND SYSTEM THEREFOR | MIAN, MUHAMMAD U | 2163 | §101 | Final Rejection | 52d overdue | Pending | Apr 17, 2024 |
| 18507766 | METHOD FOR PROCESSING GRAPH AND SYSTEM THEREFOR | SMITH, BRIAN M | — | §101§102§103 | Non-Final OA | — | Pending | Nov 13, 2023 |
| 18505421 | METHOD FOR AUTOMATING CLOUD BUILDING | CHEN, SHIN HON | 2431 | §102§103§112 | Non-Final OA | 7d | Pending | Nov 09, 2023 |
| 18384705 | METHOD FOR PROVIDING RECOMMENDED CHAT ROOM FOR SENDING MESSAGE, AND APPARATUS FOR IMPLEMENTING THE SAME | CHEN, BILL | 3626 | §101§102§103 | Non-Final OA | — | Pending | Oct 27, 2023 |
| 18384153 | METHOD AND SYSTEM FOR TASK RECORDING USING ROBOTIC PROCESS AUTOMATION TECHNOLOGY | DUNN, DARRIN D | 2117 | §101§103 | Final Rejection | 16d overdue | Pending | Oct 26, 2023 |
| 18494009 | APPARATUS AND METHOD OF SUPPORTING COMMUNICATION TRANSACTIONS | VINCENT, ROSS MICHAEL | 2196 | §103 | Non-Final OA | 4d overdue | Pending | Oct 25, 2023 |
| 18382733 | METHOD FOR PREDICTING USAGE FOR CLOUD STORAGE SERVICE AND SYSTEM THEREFOR | BUI, BRIAN DUYQUANG | 4100 | §101§103§112 | Non-Final OA | — | Pending | Oct 23, 2023 |
| 18370529 | APPARATUS AND METHOD FOR CALIBRATING PREDICTION MODELS | TRAN, DAVID HOANG | 2147 | §103§112 | Non-Final OA | — | Pending | Sep 20, 2023 |
| 18221742 | METHOD FOR EMBEDDING DATA AND SYSTEM THEREOF | CASANOVA, JORGE A | 2165 | §103 | Non-Final OA | 19d overdue | Pending | Jul 13, 2023 |
| 18203393 | METHOD FOR CONTROLLING LEGACY SYSTEM BASED ON CHATBOT SERVICE | CADORNA, CHRISTOPHER PALACA | 2444 | §103 | Final Rejection | — | Pending | May 30, 2023 |
| 18091940 | METHOD AND APPARATUS FOR CONVERTING IMAGE USING QUANTUM CIRCUIT | LEE, MICHAEL CHRISTOPHER | 2128 | §103 | Final Rejection | 10d overdue | Pending | Dec 30, 2022 |
| 17972703 | METHOD AND APPARATUS FOR ANALYZING MULTIMODAL DATA | RODEN, DONALD THOMAS | 2128 | §101§103 | Non-Final OA | — | Pending | Oct 25, 2022 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial