Prosecution Insights
Prosecution Insights
Technology areas: Biotechnology & Pharmaceuticals • Transportation, E-Commerce & Mechanical Systems • Medical Devices & Mechanical Engineering
19 pending office actions • 16 clients • 19 examiners • 18 art units • 0 of 19 (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 + other | 5 (26%) |
| §103 only | 5 (26%) |
| §102 only | 2 (11%) |
| Double-patenting + other | 1 (5%) |
| Multi-statute (no §101) | 6 (32%) |
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 |
|---|---|---|---|
| CIRNU, ALEXANDRU | 1 | 42.6% | +21.7% |
| LONG, FONYA M | 1 | 3.4% | +0.8% |
| ADNAN, MUHAMMAD | 1 | 68.0% | +30.8% |
| KUDDUS, DANIEL A | 1 | 71.1% | +43.8% |
| WEINHOLD, INGRID M | 1 | 47.1% | +42.8% |
| EYERS, DUSTIN D | 1 | 58.2% | +22.7% |
| WEIS, RAQUEL M. | 1 | 43.8% | +61.6% |
| ZHU, NOAH YI MIN | 1 | 79.0% | +13.9% |
| RUHL, DENNIS WILLIAM | 1 | 26.1% | +23.4% |
| ANSARI, AZAM A | 1 | 47.3% | +47.9% |
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 |
| 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 | — |
| 18882161 | REAL ESTATE INVESTMENT NETWORKED PLATFORM | RUHL, DENNIS WILLIAM | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Zzazz Inc. | 2 |
| Bushnell LLC | 2 |
| Bell Sports LLC | 2 |
| Allegheny Singer Research Institute | 1 |
| LateralCare | 1 |
| Bushnell Holdings, Llc. | 1 |
| Peerislands Holdings LLC | 1 |
| Capdex, Inc. | 1 |
| M6P Therapeutics, Inc. | 1 |
| Pneu-Tools, Inc. | 1 |
| University of Kansas | 1 |
| Lifetime Decoys LLC | 1 |
| Mizuho | 1 |
| Nucleostream, Inc. | 1 |
| WAHI PHARMACEUTICALS INC. | 1 |
| DT MEDTECH | 1 |
| Art Unit | Apps |
|---|---|
| 3732 | 2 |
| 3622 | 1 |
| 3682 | 1 |
| 2688 | 1 |
| 2154 | 1 |
| 3632 | 1 |
| 2164 | 1 |
| 3648 | 1 |
| 3626 | 1 |
| 3600 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19299082 | INTELLIGENT ADVERTISEMENT PLACEMENT SYSTEM USING REINFORCEMENT LEARNING AND QUANTITATIVE MARKET VALUE | Zzazz 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 | 3682 | §101§103 | Non-Final OA | — | Pending | Jun 30, 2025 |
| 19169787 | LOCAL CONNECTED NETWORKS FOR OUTDOOR ACTIVITIES | Bushnell LLC | ADNAN, MUHAMMAD | 2688 | §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, Llc. | 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 LLC | ZHU, NOAH YI MIN | 3648 | §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 | Zzazz Inc. | ANSARI, AZAM A | 3600 | §101§103 | Final Rejection | — | Pending | Aug 09, 2024 |
| 18835789 | COMPOSITIONS COMPRISING GLUCOCEREBROCIDASE AND METHODS OF USE THEREOF | M6P Therapeutics, Inc. | MISHRA, DEEPA | 1657 | §103 | Final Rejection | — | Pending | Aug 05, 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 |
| 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 |
| 18549870 | HERBAL EXTRACT FORMULA FOR TREATING CORONAVIRUS INFECTION | Wahi Pharmaceuticals Inc. | HOFFMAN, SUSAN COE | 1655 | §103 | Final Rejection | 5d overdue | Pending | Sep 08, 2023 |
| 18070447 | PROTECTIVE BICYCLE HELMET WITH INTERNAL VENTILATION FIT SYSTEM COMPRISING EXPANDED CONNECTORS | Bell Sports LLC | MORAN, KATHERINE M | 3732 | §103§112 | Final Rejection | — | Pending | Nov 28, 2022 |
| 17461851 | ANKLE PROSTHESIS AND METHODS OF USING THE SAME | Dt Medtech, LLC | HOBAN, MELISSA A | 3774 | §102 | Final Rejection | 31d overdue | Pending | Aug 30, 2021 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial92.5% of resolved applications prosecuted by Reed Smith LLP (972852) were allowed, across 633 applications in USPTO records.
1.95 office actions per allowed application on average.
19 pending office actions as of October 2026, for 16 clients, before 19 examiners in 18 art units.