Prosecution Insights
Prosecution Insights
6 pending office actions • 2 clients • 5 examiners • 4 art units • 0 of 6 (0%) have an AI response strategy ready • 10 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 | 1 (17%) |
| §103 only | 5 (83%) |
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, SON T | 2 | 83.4% | +35.0% |
| MORRIS, JOHN J | 1 | 60.9% | +19.7% |
| UDDIN, MD I | 1 | 77.3% | +73.5% |
| WATHEN, BRIAN W | 1 | 84.1% | +15.8% |
| ALSHAHARI, SADIK AHMED | 1 | 32.4% | +45.0% |
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 |
|---|---|---|---|
| 19209870 | LOCAL CONTEXT FOR CONTEXT-BASED TABULAR CLASSIFICATION | HOANG, SON T | 2d overdue |
| 19209875 | LOCAL CONTEXT FOR CONTEXT-BASED TABULAR CLASSIFICATION | HOANG, SON T | 2d overdue |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17735884 | LOW-DIMENSIONAL PROBABILISTIC DENSITY OF HIGH-DIMENSIONAL DATA MANIFOLD | WATHEN, BRIAN W | 29d |
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 |
|---|---|---|---|
| 19058668 | MULTI-TABLE DATA STORAGE WITH AUDITABLE DATA CHANGES | MORRIS, JOHN J | 73d overdue |
| 19209870 | LOCAL CONTEXT FOR CONTEXT-BASED TABULAR CLASSIFICATION | HOANG, SON T | 2d overdue |
| 19209875 | LOCAL CONTEXT FOR CONTEXT-BASED TABULAR CLASSIFICATION | HOANG, SON T | 2d overdue |
| 17405939 | TWO-HEADED ATTENTION FUSED AUTOENCODER FOR CONTEXT-AWARE RECOMMENDATION | ALSHAHARI, SADIK AHMED | 5d |
| 17735884 | LOW-DIMENSIONAL PROBABILISTIC DENSITY OF HIGH-DIMENSIONAL DATA MANIFOLD | WATHEN, BRIAN W | 29d |
| 17987761 | SHARED MODEL TRAINING WITH PRIVACY PROTECTIONS | UDDIN, MD I | 55d |
| Client (Assignee) | Pending OAs |
|---|---|
| THE TORONTO-DOMINION BANK | 5 |
| Hamid R. Tizhoosh | 1 |
| Art Unit | Apps |
|---|---|
| 2169 | 3 |
| 2152 | 1 |
| 2151 | 1 |
| 2121 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19209870 | LOCAL CONTEXT FOR CONTEXT-BASED TABULAR CLASSIFICATION | The Toronto-Dominion Bank | HOANG, SON T | 2169 | §103 | Non-Final OA | 2d overdue | Pending | May 16, 2025 |
| 19209875 | LOCAL CONTEXT FOR CONTEXT-BASED TABULAR CLASSIFICATION | The Toronto-Dominion Bank | HOANG, SON T | 2169 | §103 | Non-Final OA | 2d overdue | Pending | May 16, 2025 |
| 19058668 | MULTI-TABLE DATA STORAGE WITH AUDITABLE DATA CHANGES | The Toronto-Dominion Bank | MORRIS, JOHN J | 2152 | §103 | Non-Final OA | 73d overdue | Pending | Feb 20, 2025 |
| 17987761 | SHARED MODEL TRAINING WITH PRIVACY PROTECTIONS | Hamid R. Tizhoosh | UDDIN, MD I | 2169 | §103 | Final Rejection | 55d | Pending | Nov 15, 2022 |
| 17735884 | LOW-DIMENSIONAL PROBABILISTIC DENSITY OF HIGH-DIMENSIONAL DATA MANIFOLD | The Toronto-Dominion Bank | WATHEN, BRIAN W | 2151 | §101 | Final Rejection | 29d | Pending | May 03, 2022 |
| 17405939 | TWO-HEADED ATTENTION FUSED AUTOENCODER FOR CONTEXT-AWARE RECOMMENDATION | The Toronto-Dominion Bank | ALSHAHARI, SADIK AHMED | 2121 | §103 | Non-Final OA | 5d | Pending | Aug 18, 2021 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial