Prosecution Insights
Prosecution Insights
6 pending office actions • 4 art units • 6 examiners • 0 of 6 (0%) have an AI response strategy ready • 1 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 6 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. 6 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 (67%) |
| §103 only | 2 (33%) |
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 |
|---|---|---|---|
| BIANCAMANO, ALYSSA N | 1 | 56.6% | +37.9% |
| WILLOUGHBY, ALICIA M | 1 | 53.8% | +25.6% |
| ALSOMAIRY, SELWA ABDO | 1 | 42.9% | +39.7% |
| PRATT, EHRIN LARMONT | 1 | 15.5% | +13.5% |
| KNIGHT, PAUL M | 1 | 61.8% | +16.6% |
| GEBREMICHAEL, BRUK A | 1 | 22.2% | +24.6% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17427595 | METHOD AND DEVICE FOR PROVIDING TRAINING CONTENT USING AI TUTOR | GEBREMICHAEL, BRUK A | 98d 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 |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | BIANCAMANO, ALYSSA N | 27d |
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 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17427595 | METHOD AND DEVICE FOR PROVIDING TRAINING CONTENT USING AI TUTOR | GEBREMICHAEL, BRUK A | 98d overdue |
| 17853015 | DEVICE AND METHOD FOR RECOMMENDING EDUCATIONAL CONTENT | ALSOMAIRY, SELWA ABDO | 51d 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 |
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | BIANCAMANO, ALYSSA N | 27d |
| 17646928 | LEARNING CONTENT RECOMMENDATION SYSTEM FOR PREDICTING PROBABILITY OF CORRECT ANSWER OF USER USING COLLABORATIVE FILTERING BASED ON LATENT FACTOR AND OPERATION METHOD THEREOF | KNIGHT, PAUL M | 29d |
| Art Unit | Apps |
|---|---|
| 3715 | 3 |
| 2156 | 1 |
| 3629 | 1 |
| 2148 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 17854621 | METHOD, DEVICE, AND SYSTEM FOR RECOMMENDING SOLUTION CONTENT MAXIMIZING AN EDUCATIONAL EFFECT FOR USERS | BIANCAMANO, ALYSSA N | 3715 | §101 | Non-Final OA | 27d | Pending | Jun 30, 2022 |
| 17854134 | METHOD, DEVICE, AND SYSTEM FOR EVALUATION A LEARNING ABILITY OF AN USER BASED ON SEARCH INFORMATION OF THE USER | WILLOUGHBY, ALICIA M | 2156 | §101 | Final Rejection | 8d | Pending | Jun 30, 2022 |
| 17853015 | DEVICE AND METHOD FOR RECOMMENDING EDUCATIONAL CONTENT | ALSOMAIRY, SELWA ABDO | 3715 | §103 | Final Rejection | 51d overdue | Pending | Jun 29, 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 | 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 | KNIGHT, PAUL M | 2148 | §103 | Non-Final OA | 29d | Pending | Jan 04, 2022 |
| 17427595 | METHOD AND DEVICE FOR PROVIDING TRAINING CONTENT USING AI TUTOR | GEBREMICHAEL, BRUK A | 3715 | §101 | Non-Final OA | 98d overdue | Pending | Jul 30, 2021 |
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