Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
20 pending office actions • 17 clients • 20 examiners • 16 art units • 0 of 20 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 3 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. 3 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 (5%) |
| §101 + other | 6 (30%) |
| §103 only | 5 (25%) |
| §102 only | 2 (10%) |
| Double-patenting + other | 1 (5%) |
| Multi-statute (no §101) | 5 (25%) |
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 |
|---|---|---|---|
| TRAN, LOC | 1 | 83.8% | +24.1% |
| CIRNU, ALEXANDRU | 1 | 42.7% | +21.3% |
| LONG, FONYA M | 1 | 3.4% | +0.8% |
| ADNAN, MUHAMMAD | 1 | 67.8% | +30.9% |
| KUDDUS, DANIEL A | 1 | 71.4% | +43.4% |
| WEINHOLD, INGRID M | 1 | 47.0% | +42.6% |
| EYERS, DUSTIN D | 1 | 58.2% | +22.7% |
| WEIS, RAQUEL M. | 1 | 44.1% | +61.5% |
| ZHU, NOAH YI MIN | 1 | 80.5% | +14.5% |
| RUHL, DENNIS WILLIAM | 1 | 26.3% | +23.5% |
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 |
|---|---|---|---|
| 19298773 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR ATTRIBUTE PROPAGATION | TRAN, LOC | — |
| 18938886 | GPS SLOPE DETERMINATION | ZHU, NOAH YI MIN | — |
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 |
|---|---|---|---|
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | CIRNU, ALEXANDRU | — |
| 19254170 | OPTIMIZING EMERGENCY MEDICAL ASSESSMENT AND TREATMENT WITH ARTIFICIAL INTELLIGENCE TOOLS | LONG, FONYA M | — |
| 19169787 | LOCAL CONNECTED NETWORKS FOR OUTDOOR ACTIVITIES | ADNAN, MUHAMMAD | — |
| 18978619 | TELESCOPING SUPPORT STAND APPARATUS | WEINHOLD, INGRID M | — |
| 18948748 | MIGRATION PLATFORM FOR LEGACY DATABASE MIGRATION WITH A LARGE LANGUAGE MODEL | EYERS, DUSTIN D | — |
| 18882161 | REAL ESTATE INVESTMENT NETWORKED PLATFORM | RUHL, DENNIS WILLIAM | — |
| 18798869 | INTEGRATED SYSTEM AND METHOD FOR CONTEXTUAL, INTERACTIVE AND REWARDING ADVERTISEMENTS | ANSARI, AZAM A | — |
| 18613927 | CONTINUOUS ROLL MOLDING SYSTEM AND METHOD; FRANGIBLE CAP STRIP AND METHOD OF MAKING USING CONTINUOUS ROLL MOLDING | WEYDEMEYER, ALICIA JANE | — |
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 |
|---|---|---|---|
| 19049518 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR RETRIEVAL AUGMENTED GENERATION OF OPTIMAL CODING | KUDDUS, DANIEL A | 117d overdue |
| 19298773 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR ATTRIBUTE PROPAGATION | TRAN, LOC | — |
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | CIRNU, ALEXANDRU | — |
| 19169787 | LOCAL CONNECTED NETWORKS FOR OUTDOOR ACTIVITIES | ADNAN, MUHAMMAD | — |
| 18978619 | TELESCOPING SUPPORT STAND APPARATUS | WEINHOLD, INGRID M | — |
| 18948748 | MIGRATION PLATFORM FOR LEGACY DATABASE MIGRATION WITH A LARGE LANGUAGE MODEL | EYERS, DUSTIN D | — |
| 18941994 | HELMET COMPRISING A VENTILATION SYSTEM | WEIS, RAQUEL M. | — |
| 18938886 | GPS SLOPE DETERMINATION | ZHU, NOAH YI MIN | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Kunato | 3 |
| BUSHNELL INC. | 2 |
| Allegheny Singer Research Institute | 1 |
| LateralCare | 1 |
| Bushnell Holdings, Inc. | 1 |
| Peerislands Holdings LLC | 1 |
| Bell Sports LLC | 1 |
| Capdex, Inc. | 1 |
| Pneu-Tools, Inc. | 1 |
| University of Kansas | 1 |
| Lifetime Decoys LLC | 1 |
| Arx City, Inc. | 1 |
| Mizuho | 1 |
| Nucleostream, Inc. | 1 |
| DAIN TECHNOLOGY, INC. | 1 |
| WAHI PHARMACEUTICALS INC. | 1 |
| DT MEDTECH | 1 |
| Art Unit | Apps |
|---|---|
| 2164 | 2 |
| 3622 | 1 |
| 2154 | 1 |
| 3632 | 1 |
| 3732 | 1 |
| 3626 | 1 |
| 3600 | 1 |
| 1781 | 1 |
| 1616 | 1 |
| 3735 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19298773 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR ATTRIBUTE PROPAGATION | Kunato Inc. | TRAN, LOC | 2164 | §103 | Non-Final OA | — | Pending | Aug 13, 2025 |
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | Kunato Inc. | CIRNU, ALEXANDRU | 3622 | §101§103§112 | Non-Final OA | — | Pending | Aug 13, 2025 |
| 19254170 | OPTIMIZING EMERGENCY MEDICAL ASSESSMENT AND TREATMENT WITH ARTIFICIAL INTELLIGENCE TOOLS | Allegheny Singer Research Institute | LONG, FONYA M | §101§103 | Non-Final OA | — | Pending | Jun 30, 2025 | |
| 19169787 | LOCAL CONNECTED NETWORKS FOR OUTDOOR ACTIVITIES | Bushnell Inc. | ADNAN, MUHAMMAD | §103§112 | Non-Final OA | — | Pending | Apr 03, 2025 | |
| 19049518 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR RETRIEVAL AUGMENTED GENERATION OF OPTIMAL CODING | Lateralcare Inc. | KUDDUS, DANIEL A | 2154 | §103 | Final Rejection | 117d overdue | Pending | Feb 10, 2025 |
| 18978619 | TELESCOPING SUPPORT STAND APPARATUS | Bushnell Holdings, Inc. | WEINHOLD, INGRID M | 3632 | §102§103 | Non-Final OA | — | Pending | Dec 12, 2024 |
| 18948748 | MIGRATION PLATFORM FOR LEGACY DATABASE MIGRATION WITH A LARGE LANGUAGE MODEL | Peerislands Holdings LLC | EYERS, DUSTIN D | 2164 | §101§103 | Non-Final OA | — | Pending | Nov 15, 2024 |
| 18941994 | HELMET COMPRISING A VENTILATION SYSTEM | Bell Sports LLC | WEIS, RAQUEL M. | 3732 | §102 | Final Rejection | — | Pending | Nov 08, 2024 |
| 18938886 | GPS SLOPE DETERMINATION | Bushnell Inc. | ZHU, NOAH YI MIN | §103Other | Non-Final OA | — | Pending | Nov 06, 2024 | |
| 18882161 | REAL ESTATE INVESTMENT NETWORKED PLATFORM | Capdex, Inc. | RUHL, DENNIS WILLIAM | 3626 | §101DP | Final Rejection | — | Pending | Sep 11, 2024 |
| 18798869 | INTEGRATED SYSTEM AND METHOD FOR CONTEXTUAL, INTERACTIVE AND REWARDING ADVERTISEMENTS | Kunato Inc. | ANSARI, AZAM A | 3600 | §101§103 | Final Rejection | — | Pending | Aug 09, 2024 |
| 18613927 | CONTINUOUS ROLL MOLDING SYSTEM AND METHOD; FRANGIBLE CAP STRIP AND METHOD OF MAKING USING CONTINUOUS ROLL MOLDING | Pneu-Tools, Inc. | WEYDEMEYER, ALICIA JANE | 1781 | §103§112 | Non-Final OA | — | Pending | Mar 22, 2024 |
| 18683240 | CROSS-LINKED POLYMERIC CHELATORS COMPOSITIONS AND USE THEREOF | The University of Kansas | ARMSTRONG, SUSANNAH SIPPLE | 1616 | §103§112DP | Non-Final OA | — | Pending | Feb 12, 2024 |
| 18437626 | PORTABLE CONTAINER AND DISPENSER | Lifetime Decoys LLC | POON, ROBERT | 3735 | §103§112 | Non-Final OA | — | Pending | Feb 09, 2024 |
| 18580347 | System for Simulating, Indexing and Querying Potential Future Scenarios of Real Property | Arx City, Inc. | EDMONDS, DONALD J | 3629 | §101 | Non-Final OA | — | Pending | Jan 18, 2024 |
| 18394589 | SYSTEM, APPARATUS AND METHOD FOR SUPPORTING AND/OR POSITIONING A PATIENT BEFORE, DURING, OR AFTER A MEDICAL PROCEDURE | Mizuho Osi | THROOP, MYLES A | 3679 | §103Other | Final Rejection | — | Pending | Dec 22, 2023 |
| 18380456 | NOVEL COMPOSITIONS AND METHODS FOR RIBOSOMAL SYNTHESIS OF NUCLEOBASE AMINO ACID POLYMERS AND THEIR CONVERSION INTO NUCLEIC ACIDS | Nucleostream, Inc. | VANHORN, ABIGAIL LOUISE | 1636 | §103§112 | Non-Final OA | — | Pending | Oct 16, 2023 |
| 18486510 | METHOD OF OBTAINING URINATION INFORMATION AND DEVICE THEREOF | Dain Technology, Inc. | LEE, BYUNG RO | 2858 | §101§103 | Final Rejection | — | Pending | Oct 13, 2023 |
| 18549870 | HERBAL EXTRACT FORMULA FOR TREATING CORONAVIRUS INFECTION | Wahi Pharmaceuticals Inc. | HOFFMAN, SUSAN COE | 1655 | §103 | Final Rejection | 5d overdue | Pending | Sep 08, 2023 |
| 17461851 | ANKLE PROSTHESIS AND METHODS OF USING THE SAME | Dt Medtech, LLC | HOBAN, MELISSA A | 3774 | §102Other | Final Rejection | 31d overdue | Pending | Aug 30, 2021 |
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