Prosecution Insights
Prosecution Insights
17 pending office actions • 6 clients • 17 examiners • 14 art units • 0 of 17 (0%) have an AI response strategy ready • 6 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 16 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. 16 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 | 9 (53%) |
| §103 only | 7 (41%) |
| §112 only | 1 (6%) |
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 |
|---|---|---|---|
| HOANG, HAU HAI | 1 | 77.9% | +13.6% |
| HO, DAO Q | 1 | 83.3% | +32.3% |
| TRAN, PHUOC | 1 | 85.1% | +8.9% |
| SINGLETARY, MICHAEL J | 1 | 82.7% | +6.4% |
| FRITH, SEAN A | 1 | 61.2% | +27.6% |
| MAPAR, BIJAN | 1 | 67.6% | +28.9% |
| DEVORE, CHRISTOPHER DILLON | 1 | 50.0% | +41.7% |
| WILLOUGHBY, ALICIA M | 1 | 53.8% | +25.6% |
| BIANCAMANO, ALYSSA N | 1 | 56.6% | +37.9% |
| ALSOMAIRY, SELWA ABDO | 1 | 42.9% | +39.7% |
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 |
|---|---|---|---|
| 18543564 | METHOD OF ASSESSING THREAT LEVEL OF UNIDENTIFIED ASSET AND APPARATUS FOR THE SAME | HO, DAO Q | 4d overdue |
| 18528130 | BRAND LOGO ILLEGAL USE DETECTION METHOD, BRAND LOGO ILLEGAL USE DETECTION DEVICE AND COMPUTER PROGRAM | TRAN, PHUOC | 3d overdue |
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 |
|---|---|---|---|
| 17372305 | USER SCORE PREDICTION METHOD, DEVICE, AND SYSTEM FOR PREDICTING USER SCORE THROUGH MULTI-DIMENSIONAL PAIRWISE COMPARISON | BAKER, EZRA JAMES | 111d overdue |
| 17427595 | METHOD AND DEVICE FOR PROVIDING TRAINING CONTENT USING AI TUTOR | GEBREMICHAEL, BRUK A | 98d overdue |
| 17842307 | METHOD OF AUTOMATICALLY DETECTING ABNORMAL TRANSACTIONS ONLINE | GARCIA MIZE, KARLYANNIE MARIE | 44d overdue |
| 17710143 | APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS | PRATT, EHRIN LARMONT | 5d overdue |
| 17854134 | METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER | WILLOUGHBY, ALICIA M | 8d |
| 18126531 | METHOD AND APPARATUS FOR NON-INVASIVE QUANTIFICATION OF METABOLITES IN THE BODY BASED ON ARTIFICIAL NEURAL NETWORKS | FRITH, SEAN A | 21d |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | BIANCAMANO, ALYSSA N | 27d |
| 18348499 | APPARATUS AND METHOD FOR CALCULATING SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING AND HEATWAVE WARNING APPARATUS AND METHOD BASED ON SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING | SINGLETARY, MICHAEL J | 35d |
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 |
|---|---|---|---|
| 17853015 | DEVICE AND METHOD FOR RECOMMENDING EDUCATIONAL CONTENT | ALSOMAIRY, SELWA ABDO | 51d overdue |
| 19194247 | METHOD AND APPARATUS FOR IMPROVING VECTOR SEARCH EFFICIENCY FOR MULTIMODAL DATA IN VECTOR DATABASES | HOANG, HAU HAI | 23d overdue |
| 18543564 | METHOD OF ASSESSING THREAT LEVEL OF UNIDENTIFIED ASSET AND APPARATUS FOR THE SAME | HO, DAO Q | 4d overdue |
| 18057007 | METHOD AND DEVICE FOR CALCULATING SOLAR RADIATION NUMERICAL DATA BASED ON FIXED SLOPE ANGLE | MAPAR, BIJAN | 1d overdue |
| 17854134 | METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER | WILLOUGHBY, ALICIA M | 8d |
| 18126531 | METHOD AND APPARATUS FOR NON-INVASIVE QUANTIFICATION OF METABOLITES IN THE BODY BASED ON ARTIFICIAL NEURAL NETWORKS | FRITH, SEAN A | 21d |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | BIANCAMANO, ALYSSA N | 27d |
| 17968095 | METHOD OF REDUCING SIZE OF MODEL FOR KNOWLEDGE TRACING | DEVORE, CHRISTOPHER DILLON | 65d |
| Client (Assignee) | Pending OAs |
|---|---|
| Socra AI | 8 |
| S2W INC. | 3 |
| National Institute of Meteorological Sciences | 3 |
| D.notitia.Inc. | 1 |
| METLIT | 1 |
| Ineeji | 1 |
| Art Unit | Apps |
|---|---|
| 3715 | 3 |
| 2129 | 2 |
| 2154 | 1 |
| 2432 | 1 |
| 2668 | 1 |
| 2857 | 1 |
| 3798 | 1 |
| 2189 | 1 |
| 2156 | 1 |
| 3698 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19194247 | METHOD AND APPARATUS FOR IMPROVING VECTOR SEARCH EFFICIENCY FOR MULTIMODAL DATA IN VECTOR DATABASES | D.Notitia.Inc. | HOANG, HAU HAI | 2154 | §103 | Non-Final OA | 23d overdue | Pending | Apr 30, 2025 |
| 18543564 | METHOD OF ASSESSING THREAT LEVEL OF UNIDENTIFIED ASSET AND APPARATUS FOR THE SAME | S2W Inc. | HO, DAO Q | 2432 | §112 | Final Rejection | 4d overdue | Pending | Dec 18, 2023 |
| 18528130 | BRAND LOGO ILLEGAL USE DETECTION METHOD, BRAND LOGO ILLEGAL USE DETECTION DEVICE AND COMPUTER PROGRAM | S2W Inc. | TRAN, PHUOC | 2668 | §103 | Non-Final OA | 3d overdue | Pending | Dec 04, 2023 |
| 18348499 | APPARATUS AND METHOD FOR CALCULATING SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING AND HEATWAVE WARNING APPARATUS AND METHOD BASED ON SENSIBLE TEMPERATURE IN CONSIDERATION OF OUTDOOR GROUND HEATING | National Institute Of Meteorological Sciences | SINGLETARY, MICHAEL J | 2857 | §101 | Final Rejection | 35d | Pending | Jul 07, 2023 |
| 18126531 | METHOD AND APPARATUS FOR NON-INVASIVE QUANTIFICATION OF METABOLITES IN THE BODY BASED ON ARTIFICIAL NEURAL NETWORKS | Metlit, Inc. | FRITH, SEAN A | 3798 | §101 | Non-Final OA | 21d | Pending | Mar 27, 2023 |
| 18057007 | METHOD AND DEVICE FOR CALCULATING SOLAR RADIATION NUMERICAL DATA BASED ON FIXED SLOPE ANGLE | National Institute Of Meteorological Sciences | MAPAR, BIJAN | 2189 | §103 | Non-Final OA | 1d overdue | Pending | Nov 18, 2022 |
| 17968095 | METHOD OF REDUCING SIZE OF MODEL FOR KNOWLEDGE TRACING | Socra Al Inc. | DEVORE, CHRISTOPHER DILLON | 2129 | §103 | Final Rejection | 65d | Pending | Oct 18, 2022 |
| 17854134 | METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER | Socra AI Inc. | WILLOUGHBY, ALICIA M | 2156 | §101 | Final Rejection | 8d | Pending | Jun 30, 2022 |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | Socra AI Inc. | BIANCAMANO, ALYSSA N | 3715 | §101 | Non-Final OA | 27d | Pending | Jun 30, 2022 |
| 17853015 | DEVICE AND METHOD FOR RECOMMENDING EDUCATIONAL CONTENT | Socra AI Inc. | ALSOMAIRY, SELWA ABDO | 3715 | §103 | Final Rejection | 51d overdue | Pending | Jun 29, 2022 |
| 17842307 | METHOD OF AUTOMATICALLY DETECTING ABNORMAL TRANSACTIONS ONLINE | S2W Inc. | GARCIA MIZE, KARLYANNIE MARIE | 3698 | §101 | Final Rejection | 44d overdue | Pending | Jun 16, 2022 |
| 17773877 | METHOD AND DEVICE FOR PREDICTING AND CONTROLLING TIME SERIES DATA BASED ON AUTOMATIC LEARNING | Ineeji Co., Ltd. | SPRAUL III, VINCENT ANTON | 2129 | §103 | Non-Final OA | 15d | Pending | May 03, 2022 |
| 17710143 | APPARATUS, SYSTEM, AND OPERATION METHOD THEREOF FOR EVALUATING SKILL OF USER THROUGH ARTIFICIAL INTELLIGENCE MODEL TRAINED THROUGH TRANSFERRABLE FEATURE APPLIED TO PLURAL TEST DOMAINS | Socra AI Inc. | PRATT, EHRIN LARMONT | 3629 | §101 | Non-Final OA | 5d overdue | Pending | Mar 31, 2022 |
| 17646928 | LEARNING CONTENT RECOMMENDATION SYSTEM FOR PREDICTING PROBABILITY OF CORRECT ANSWER OF USER USING COLLABORATIVE FILTERING BASED ON LATENT FACTOR AND OPERATION METHOD THEREOF | Socra AI Inc. | KNIGHT, PAUL M | 2148 | §103 | Non-Final OA | 29d | Pending | Jan 04, 2022 |
| 17643459 | METHOD OF PREDICTING PERSONALIZED POLLEN ALLERGY USING POLLEN CALENDAR AND PERSONAL ALLERGIC SYMPTOM DIARY AND SERVER PERFORMING THE SAME | National Institute Of Meteorological Sciences | MACCAGNO, PIERRE L | 3687 | §101 | Non-Final OA | — | Pending | Dec 09, 2021 |
| 17427595 | METHOD AND DEVICE FOR PROVIDING TRAINING CONTENT USING AI TUTOR | Socra AI Inc. | GEBREMICHAEL, BRUK A | 3715 | §101 | Non-Final OA | 98d overdue | Pending | Jul 30, 2021 |
| 17372305 | USER SCORE PREDICTION METHOD, DEVICE, AND SYSTEM FOR PREDICTING USER SCORE THROUGH MULTI-DIMENSIONAL PAIRWISE COMPARISON | Socra Al Inc. | BAKER, EZRA JAMES | 2126 | §101 | Final Rejection | 111d overdue | Pending | Jul 09, 2021 |
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