Technology area: Computing & Software
9 pending office actions • 9 art units • 9 examiners • 0 of 9 (0%) have an AI response strategy ready • 4 patents granted in the last 365 days
Technology Innovation Institute - Sole Proprietorship LLC has 8 pending office actions active in the Computing & Software technology area. These 8 actions are distributed among 8 distinct examiners and 8 distinct art units. Ayoub Alata is the busiest examiner with 1 pending action, matching the count for every other examiner in the set. The ratio of 8 pending office actions to 8 distinct examiners and 8 distinct art units indicates that every pending matter is being handled by a unique individual in a unique technical group.
This total dispersion across 8 distinct examiners and 8 distinct art units requires a customized prosecution approach for each of the 8 pending actions. Practitioners must manage 8 unique examiner relationships and navigate 8 different sets of art unit standards simultaneously. No single examiner or department holds a concentration of the portfolio, which prevents the use of a centralized strategy. The 8 pending office actions are thus subject to 8 independent evaluations across 8 different technical subgroups. This level of fragmentation reflects a range of computing and software technologies being patented, as each of the 8 actions is situated in a different art unit.
Based on the USPTO statutory response window for each pending office action. 2 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
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 | 3 (33%) |
| §103 only | 2 (22%) |
| Multi-statute (no §101) | 4 (44%) |
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 |
|---|---|---|---|
| ALATA, AYOUB | 1 | 81.6% | +25.7% |
| MERANT, GUERRIER | 1 | 88.7% | -2.4% |
| ZHOU, QINGZHANG | 1 | 67.3% | +24.4% |
| INSERRA, MADISON RENEE | 1 | 70.1% | +34.8% |
| ILES, TYLER EDWARD | 1 | 50.0% | +71.4% |
| ZHAO, YU | 1 | 52.6% | +40.7% |
| FORRY, COLTON BUSA | 1 | 75.0% | +33.3% |
| KHAN, TAHSEEN | 1 | 61.7% | +20.2% |
| MAC, GARY | 1 | 40.9% | +38.3% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18809998 | Service Decision Method and Service Decision Device | INSERRA, MADISON RENEE | 29d |
| 19207802 | SYSTEM AND METHOD FOR ADAPTIVE INTRUSION DETECTION IN NETWORK ENVIRONMENTS | ALATA, AYOUB | — |
| 19063473 | EXPERIMENT-IN-THE-LOOP SYSTEM FOR FAST AND EFFECTIVE TUNING OF ACTIVE VIBRATION CONTROLLERS | MERANT, GUERRIER | — |
| 18974950 | RAIN TRIGGERING BY HIGH-REPETITION RATE HIGH-PEAK POWER LASER-INDUCED SHOCK WAVE | ZHOU, QINGZHANG | — |
| 18602351 | ADAPTIVE Q LEARNING IN DYNAMICALLY CHANGING ENVIRONMENTS | ILES, TYLER EDWARD | — |
| 18690125 | DATA SELECTION AND STORAGE ON THE EDGE FOR EFFICIENT EDGE LEARNING | ZHAO, YU | — |
| 18531961 | Method of Producing Graphene and Holey Graphene and Electrode for the Same | FORRY, COLTON BUSA | — |
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 |
|---|---|---|---|
| 18809998 | Service Decision Method and Service Decision Device | INSERRA, MADISON RENEE | 29d |
| 18513952 | CARBON NANOTUBE SHEETS FOR INFRARED SHIELDING AND METHOD OF MAKING THE SAME | KHAN, TAHSEEN | 39d |
| 19207802 | SYSTEM AND METHOD FOR ADAPTIVE INTRUSION DETECTION IN NETWORK ENVIRONMENTS | ALATA, AYOUB | — |
| 18974950 | RAIN TRIGGERING BY HIGH-REPETITION RATE HIGH-PEAK POWER LASER-INDUCED SHOCK WAVE | ZHOU, QINGZHANG | — |
| 18602351 | ADAPTIVE Q LEARNING IN DYNAMICALLY CHANGING ENVIRONMENTS | ILES, TYLER EDWARD | — |
| 18690125 | DATA SELECTION AND STORAGE ON THE EDGE FOR EFFICIENT EDGE LEARNING | ZHAO, YU | — |
| 18531961 | Method of Producing Graphene and Holey Graphene and Electrode for the Same | FORRY, COLTON BUSA | — |
| 18149476 | REDUCING BIAS IN VISUAL SPEECH RECOGNITION | MAC, GARY | — |
| Art Unit | Apps |
|---|---|
| 2494 | 1 |
| 2111 | 1 |
| 3752 | 1 |
| 3662 | 1 |
| 2122 | 1 |
| 2169 | 1 |
| 4100 | 1 |
| 1781 | 1 |
| 2127 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19207802 | SYSTEM AND METHOD FOR ADAPTIVE INTRUSION DETECTION IN NETWORK ENVIRONMENTS | ALATA, AYOUB | 2494 | §102§103§112 | Non-Final OA | — | Pending | May 14, 2025 |
| 19063473 | EXPERIMENT-IN-THE-LOOP SYSTEM FOR FAST AND EFFECTIVE TUNING OF ACTIVE VIBRATION CONTROLLERS | MERANT, GUERRIER | 2111 | §102§103 | Final Rejection | — | Pending | Feb 26, 2025 |
| 18974950 | RAIN TRIGGERING BY HIGH-REPETITION RATE HIGH-PEAK POWER LASER-INDUCED SHOCK WAVE | ZHOU, QINGZHANG | 3752 | §103§112 | Final Rejection | — | Pending | Dec 10, 2024 |
| 18809998 | Service Decision Method and Service Decision Device | INSERRA, MADISON RENEE | 3662 | §101§103 | Final Rejection | 29d | Pending | Aug 20, 2024 |
| 18602351 | ADAPTIVE Q LEARNING IN DYNAMICALLY CHANGING ENVIRONMENTS | ILES, TYLER EDWARD | 2122 | §101§103 | Non-Final OA | — | Pending | Mar 12, 2024 |
| 18690125 | DATA SELECTION AND STORAGE ON THE EDGE FOR EFFICIENT EDGE LEARNING | ZHAO, YU | 2169 | §101§112 | Non-Final OA | — | Pending | Mar 07, 2024 |
| 18531961 | Method of Producing Graphene and Holey Graphene and Electrode for the Same | FORRY, COLTON BUSA | 4100 | §102§103 | Non-Final OA | — | Pending | Dec 07, 2023 |
| 18513952 | CARBON NANOTUBE SHEETS FOR INFRARED SHIELDING AND METHOD OF MAKING THE SAME | KHAN, TAHSEEN | 1781 | §103 | Final Rejection | 39d | Pending | Nov 20, 2023 |
| 18149476 | REDUCING BIAS IN VISUAL SPEECH RECOGNITION | MAC, GARY | 2127 | §103 | Non-Final OA | — | Pending | Jan 03, 2023 |
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Start Free TrialTechnology Innovation Institute - Sole Proprietorship LLC has 9 pending office actions as of October 2026, spread across 9 art units and 9 examiners.
Ayoub Alata has the most, with 1 of Technology Innovation Institute - Sole Proprietorship LLC's pending office actions.
Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.
