Prosecution Insights
Prosecution Insights
25 pending office actions • 15 art units • 25 examiners • 0 of 25 (0%) have an AI response strategy ready • 41 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 4 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. 4 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 (8%) |
| §101 + other | 4 (16%) |
| §103 only | 10 (40%) |
| §102 only | 1 (4%) |
| Multi-statute (no §101) | 8 (32%) |
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 |
|---|---|---|---|
| EVANS, KARSTON G | 1 | 70.1% | +16.9% |
| THOMAS-HOMESCU, ANNE L | 1 | 77.4% | +36.4% |
| MA, MICHELLE HAU | 1 | 75.8% | +42.1% |
| TSENG, CHENG YUAN | 1 | 84.1% | +15.4% |
| KAN, YURI | 1 | 85.8% | +12.3% |
| ISMAIL, MAHMOUD S | 1 | 88.4% | +11.8% |
| SHIMELES, BEZAWIT NOLAWI | 1 | 100.0% | +0.0% |
| MORRISON, JAY A | 1 | 81.0% | +23.9% |
| HUYNH, LINDA TANG | 1 | 37.2% | +30.7% |
| SONIFRANK, RICHA MISHRA | 1 | 66.8% | +24.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18984820 | SYSTEM AND METHOD FOR GENERATING A BIRD-EYE VIEW MAP | TSENG, CHENG YUAN | — |
| 18980813 | ROBOT-FRIENDLY BUILDINGS, AND MAP GENERATION METHODS AND SYSTEMS FOR ROBOT OPERATION | KAN, YURI | — |
| 18980678 | ROBOT-FRIENDLY BUILDINGS, AND MAP GENERATION METHODS AND SYSTEMS FOR ROBOT OPERATION | ISMAIL, MAHMOUD S | — |
| 18919738 | SYSTEMS AND METHODS FOR PERFORMING TASKS USING LIGHTWEIGHT MODELS TRAINED USING DISTILLATION METHODS | SHIMELES, BEZAWIT NOLAWI | — |
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 |
|---|---|---|---|
| 17383860 | SUPERLOSS: A GENERIC LOSS FOR ROBUST CURRICULUM LEARNING | SITIRICHE, LUIS A | 31d overdue |
| 18895541 | METHOD AND SYSTEM FOR DETERMINING CATEGORIES FOR SEARCH QUERY | MORRISON, JAY A | 3d overdue |
| 18055613 | METHOD AND SYSTEM FOR META-LEARNING OF NEURAL COMBINATORIAL OPTIMIZATION HEURISTICS | SALCE, JASON P | 56d |
| 18653424 | METHOD AND SYSTEM FOR PROVIDING KEYWORD REVIEWS | LEE, CLAY C | 84d |
| 19261503 | METHOD FOR CONTROLLING ROBOT BASED ON WEB BROWSER AND ROBOT USING SAME | EVANS, KARSTON G | — |
| 18819206 | METHOD AND APPARATUS FOR DISPLAYING ARTIFICIAL INTELLIGENCE CONTENT | HUYNH, LINDA TANG | — |
| 18813625 | METHOD AND SYSTEM FOR DYNAMICALLY CREATING INSTANCE FOR CONTENT OF INFORMATION PROVIDER | SONIFRANK, RICHA MISHRA | — |
| 18813375 | METHOD AND SYSTEM FOR RECOMMENDING QUESTION FOR ASSOCIATION WITH CONTENT OF INFORMATION PROVIDER AS ANSWER TO USER QUERY | ANSARI, AZAM A | — |
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 |
|---|---|---|---|
| 18895541 | METHOD AND SYSTEM FOR DETERMINING CATEGORIES FOR SEARCH QUERY | MORRISON, JAY A | 3d overdue |
| 19261503 | METHOD FOR CONTROLLING ROBOT BASED ON WEB BROWSER AND ROBOT USING SAME | EVANS, KARSTON G | — |
| 18990462 | METHOD FOR PROVIDING CONVERSATION AND SYSTEM FOR PROCESSING THE CONVERSATION | THOMAS-HOMESCU, ANNE L | — |
| 18987215 | METHOD AND SYSTEM FOR RECOVERING A THREE-DIMENSIONAL HUMAN MESH IN CAMERA SPACE | MA, MICHELLE HAU | — |
| 18984820 | SYSTEM AND METHOD FOR GENERATING A BIRD-EYE VIEW MAP | TSENG, CHENG YUAN | — |
| 18980813 | ROBOT-FRIENDLY BUILDINGS, AND MAP GENERATION METHODS AND SYSTEMS FOR ROBOT OPERATION | KAN, YURI | — |
| 18980678 | ROBOT-FRIENDLY BUILDINGS, AND MAP GENERATION METHODS AND SYSTEMS FOR ROBOT OPERATION | ISMAIL, MAHMOUD S | — |
| 18819206 | METHOD AND APPARATUS FOR DISPLAYING ARTIFICIAL INTELLIGENCE CONTENT | HUYNH, LINDA TANG | — |
| Art Unit | Apps |
|---|---|
| 3662 | 2 |
| 3621 | 2 |
| 3715 | 2 |
| 2673 | 1 |
| 2151 | 1 |
| 2654 | 1 |
| 2666 | 1 |
| 2675 | 1 |
| 3699 | 1 |
| 3656 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19261503 | METHOD FOR CONTROLLING ROBOT BASED ON WEB BROWSER AND ROBOT USING SAME | EVANS, KARSTON G | — | §102§103§112 | Non-Final OA | — | Pending | Jul 07, 2025 |
| 18990462 | METHOD FOR PROVIDING CONVERSATION AND SYSTEM FOR PROCESSING THE CONVERSATION | THOMAS-HOMESCU, ANNE L | — | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18987215 | METHOD AND SYSTEM FOR RECOVERING A THREE-DIMENSIONAL HUMAN MESH IN CAMERA SPACE | MA, MICHELLE HAU | — | §103 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18984820 | SYSTEM AND METHOD FOR GENERATING A BIRD-EYE VIEW MAP | TSENG, CHENG YUAN | — | §102 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18980813 | ROBOT-FRIENDLY BUILDINGS, AND MAP GENERATION METHODS AND SYSTEMS FOR ROBOT OPERATION | KAN, YURI | 3662 | §103Other | Final Rejection | — | Pending | Dec 13, 2024 |
| 18980678 | ROBOT-FRIENDLY BUILDINGS, AND MAP GENERATION METHODS AND SYSTEMS FOR ROBOT OPERATION | ISMAIL, MAHMOUD S | 3662 | §103 | Final Rejection | — | Pending | Dec 13, 2024 |
| 18919738 | SYSTEMS AND METHODS FOR PERFORMING TASKS USING LIGHTWEIGHT MODELS TRAINED USING DISTILLATION METHODS | SHIMELES, BEZAWIT NOLAWI | 2673 | §103 | Non-Final OA | — | Pending | Oct 18, 2024 |
| 18895541 | METHOD AND SYSTEM FOR DETERMINING CATEGORIES FOR SEARCH QUERY | MORRISON, JAY A | 2151 | §101 | Final Rejection | 3d overdue | Pending | Sep 25, 2024 |
| 18819206 | METHOD AND APPARATUS FOR DISPLAYING ARTIFICIAL INTELLIGENCE CONTENT | HUYNH, LINDA TANG | — | §102§103§112 | Non-Final OA | — | Pending | Aug 29, 2024 |
| 18813625 | METHOD AND SYSTEM FOR DYNAMICALLY CREATING INSTANCE FOR CONTENT OF INFORMATION PROVIDER | SONIFRANK, RICHA MISHRA | 2654 | §101§103Other | Non-Final OA | — | Pending | Aug 23, 2024 |
| 18813375 | METHOD AND SYSTEM FOR RECOMMENDING QUESTION FOR ASSOCIATION WITH CONTENT OF INFORMATION PROVIDER AS ANSWER TO USER QUERY | ANSARI, AZAM A | 3621 | §101§103 | Non-Final OA | — | Pending | Aug 23, 2024 |
| 18805247 | LEVERAGING SYNTHETIC IMAGES TO IMPROVE VISUAL LOCALIZATION IN CASE OF EXTREME DOMAIN SHIFTS | JAMES, DOMINIQUE NICOLE | 2666 | §103 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18798032 | SYSTEMS AND METHODS FOR MULTI WINDOW TRAINING OF VISION MODELS | O'MALLEY, CONOR AIDAN | 2675 | §102§103§112 | Non-Final OA | — | Pending | Aug 08, 2024 |
| 18653424 | METHOD AND SYSTEM FOR PROVIDING KEYWORD REVIEWS | LEE, CLAY C | 3699 | §103§112 | Non-Final OA | 84d | Pending | May 02, 2024 |
| 18640709 | SYSTEMS AND METHODS FOR TRAINING AN AUTONOMOUS MACHINE TO PERFORM AN OPERATION | STANLEY, JEREMY L | — | §102§103§112 | Non-Final OA | — | Pending | Apr 19, 2024 |
| 18634457 | SYSTEMS AND METHODS FOR SPATIAL REPRESENTATIONS FOR NAVIGATION WITHOUT RECONSTRUCTION | MOLNAR, SIDNEY LEIGH | 3656 | §102§103 | Non-Final OA | — | Pending | Apr 12, 2024 |
| 18524235 | SLATE RECOMMENDER SYSTEM AND METHOD FOR TRAINING SAME | MEYER, JACQUELINE CHRISTINE | — | §103 | Non-Final OA | — | Pending | Nov 30, 2023 |
| 18478674 | METHOD AND SYSTEM FOR PROVIDING LANGUAGE LEARNING SERVICES | FRENCH, CORRELL T | 3715 | §103§112 | Final Rejection | — | Pending | Sep 29, 2023 |
| 18452140 | METHOD, COMPUTER DEVICE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM FOR PROCESSING INFORMATION AS TEMPORARY MESSAGE | PATEL, DIPEN M | 3621 | §101§103§112 | Non-Final OA | — | Pending | Aug 18, 2023 |
| 18338786 | METHOD, DEVICE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM TO PROVIDE CONVERSATIONAL CONTENT IN ROLE-PLAYING FORMAT | HAFIZ, HAMID TARIQ | 3715 | §101§103 | Non-Final OA | — | Pending | Jun 21, 2023 |
| 18055613 | METHOD AND SYSTEM FOR META-LEARNING OF NEURAL COMBINATORIAL OPTIMIZATION HEURISTICS | SALCE, JASON P | 2421 | §103§112 | Final Rejection | 56d | Pending | Nov 15, 2022 |
| 17708214 | SYSTEM AND METHOD OF SEMI-SUPERVISED LEARNING WITH FEW LABELED IMAGES PER CLASS | HINCKLEY, CHASE PAUL | 2145 | §103 | Non-Final OA | — | Pending | Mar 30, 2022 |
| 17518695 | METHOD AND SYSTEM FOR DETERMINING ACTION OF DEVICE FOR GIVEN STATE USING MODEL TRAINED BASED ON RISK-MEASURE PARAMETER | BREEN, JAKE TIMOTHY | 2143 | §103 | Final Rejection | — | Pending | Nov 04, 2021 |
| 17383860 | SUPERLOSS: A GENERIC LOSS FOR ROBUST CURRICULUM LEARNING | SITIRICHE, LUIS A | 2100 | §101 | Non-Final OA | 31d overdue | Pending | Jul 23, 2021 |
| 17082874 | SYSTEM AND METHOD FOR PROCESSING POINT-OF-INTEREST DATA | RAMIREZ BRAVO, BEATRIZ A | 2146 | §103 | Final Rejection | — | Pending | Oct 28, 2020 |
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