Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Communications
8 pending office actions • 5 art units • 8 examiners • 0 of 8 (0%) have an AI response strategy ready • 23 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 5 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. 5 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 + other | 1 (12%) |
| §103 only | 5 (62%) |
| Multi-statute (no §101) | 1 (12%) |
| No statute on record | 1 (12%) |
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 |
|---|---|---|---|
| HUNNINGS, TRAVIS R | 1 | 82.4% | +14.0% |
| TRIEU, VAN THANH | 1 | 84.5% | +13.8% |
| EUSTAQUIO, CAL J | 1 | 63.7% | +35.5% |
| SYED, NABIL H | 1 | 60.4% | +30.2% |
| YANG, JAMES J | 1 | 57.0% | +22.1% |
| MEHRMANESH, ELMIRA | 1 | 83.8% | +6.8% |
| BENOURAIDA, AMINA MORENO | 1 | 20.0% | +50.0% |
| COLEMAN, PAUL | 1 | 65.4% | +47.4% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18345664 | AUTOMATIC PRIORITIZATION AND/OR FAILOVER FOR ANALYTICS DEVICES | MEHRMANESH, ELMIRA | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18182163 | TRAINING MACHINE LEARNING MODELS USING VARYING MULTI-MODALITY TRAINING DATA | BENOURAIDA, AMINA MORENO | 44d overdue |
| 19173367 | ALARM SCORING BASED ON ALARM EVENT DATA IN A STORAGE ENVIRONMENT HAVING TIME-CONTROLLED ACCESS | HUNNINGS, TRAVIS R | — |
| 19004934 | PREMISES MONITORING SYSTEM WITH GEO-FENCE MONITORING | TRIEU, VAN THANH | — |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18182163 | TRAINING MACHINE LEARNING MODELS USING VARYING MULTI-MODALITY TRAINING DATA | BENOURAIDA, AMINA MORENO | 44d overdue |
| 18990560 | MULTI-FACTOR AUTHENTICATION FOR PREMISES MONITORING SYSTEMS | EUSTAQUIO, CAL J | 2d overdue |
| 18763489 | MULTI-FACTOR AUTHENTICATION FOR THIRD-PARTY DELIVERY SERVICE PROVIDERS | SYED, NABIL H | 6d |
| 18090944 | SYSTEMS AND METHODS FOR ON-DEVICE TRAINING MACHINE LEARNING MODELS | COLEMAN, PAUL | 22d |
| 18732971 | MULTI-CARRIER CELLULAR RADIOS IN PREMISES MONITORING SYSTEMS | YANG, JAMES J | 70d |
| 19173367 | ALARM SCORING BASED ON ALARM EVENT DATA IN A STORAGE ENVIRONMENT HAVING TIME-CONTROLLED ACCESS | HUNNINGS, TRAVIS R | — |
| 19004934 | PREMISES MONITORING SYSTEM WITH GEO-FENCE MONITORING | TRIEU, VAN THANH | — |
| Art Unit | Apps |
|---|---|
| 2686 | 3 |
| 2685 | 1 |
| 2113 | 1 |
| 2129 | 1 |
| 2126 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19173367 | ALARM SCORING BASED ON ALARM EVENT DATA IN A STORAGE ENVIRONMENT HAVING TIME-CONTROLLED ACCESS | HUNNINGS, TRAVIS R | — | §101§102 | Non-Final OA | — | Pending | Apr 08, 2025 |
| 19004934 | PREMISES MONITORING SYSTEM WITH GEO-FENCE MONITORING | TRIEU, VAN THANH | 2685 | §102§103 | Final Rejection | — | Pending | Dec 30, 2024 |
| 18990560 | MULTI-FACTOR AUTHENTICATION FOR PREMISES MONITORING SYSTEMS | EUSTAQUIO, CAL J | 2686 | — | Non-Final OA | 2d overdue | Pending | Dec 20, 2024 |
| 18763489 | MULTI-FACTOR AUTHENTICATION FOR THIRD-PARTY DELIVERY SERVICE PROVIDERS | SYED, NABIL H | 2686 | §103 | Non-Final OA | 6d | Pending | Jul 03, 2024 |
| 18732971 | MULTI-CARRIER CELLULAR RADIOS IN PREMISES MONITORING SYSTEMS | YANG, JAMES J | 2686 | §103 | Final Rejection | 70d | Pending | Jun 04, 2024 |
| 18345664 | AUTOMATIC PRIORITIZATION AND/OR FAILOVER FOR ANALYTICS DEVICES | MEHRMANESH, ELMIRA | 2113 | §103 | Non-Final OA | — | Pending | Jun 30, 2023 |
| 18182163 | TRAINING MACHINE LEARNING MODELS USING VARYING MULTI-MODALITY TRAINING DATA | BENOURAIDA, AMINA MORENO | 2129 | §103 | Final Rejection | 44d overdue | Pending | Mar 10, 2023 |
| 18090944 | SYSTEMS AND METHODS FOR ON-DEVICE TRAINING MACHINE LEARNING MODELS | COLEMAN, PAUL | 2126 | §103 | Non-Final OA | 22d | Pending | Dec 29, 2022 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial