Prosecution Insights
Prosecution Insights
Technology areas: Biotechnology & Pharmaceuticals • Transportation, E-Commerce & Mechanical Systems
24 pending office actions • 13 art units • 24 examiners • 0 of 24 (0%) have an AI response strategy ready • 28 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 | 2 (8%) |
| §101 + other | 4 (17%) |
| §103 only | 7 (29%) |
| §102 only | 2 (8%) |
| §112 only | 1 (4%) |
| Multi-statute (no §101) | 8 (33%) |
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 |
|---|---|---|---|
| FLORA, NURUN N | 1 | 86.0% | +1.9% |
| MANGIALASCHI, TRACY | 1 | 75.3% | +27.5% |
| COBB, MICHAEL J | 1 | 76.5% | +36.9% |
| SOFRONIOU, MICHAEL MARIO | 1 | 100.0% | +0.0% |
| LOFTIS, JOHNNA RONEE | 1 | 43.0% | +4.7% |
| CHOY, PAN G | 1 | 24.4% | +34.9% |
| GOLDBERG, IVAN R | 1 | 35.2% | +35.9% |
| ORANGE, DAVID BENJAMIN | 1 | 32.1% | +28.8% |
| MUHAMMAD, KEY | 1 | 64.6% | +23.1% |
| LEE, CHI HO A | 1 | 92.1% | +4.6% |
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 |
|---|---|---|---|
| 19022983 | STABLE PLANE ESTIMATION METHOD AND SYSTEM FOR PLACING OBJECT IN STABLE POSTURE | FLORA, NURUN N | — |
| 18815921 | System and Method for Multi-Frequency Band Indoor Channel State Information-Based Physical Layer Authentication | LEE, CHI HO A | — |
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 |
|---|---|---|---|
| 18165620 | METHOD OF PRODUCING HYDROGEN PEROXIDE USING MICROORGANISM OF THE GENUS DESEMZIA | MCKNIGHT, CIARA A | 118d overdue |
| 18386265 | DATA AUGMENTATION APPARATUS AND METHOD FOR ACTION RECOGNITION THROUGH SELF-SUPERVISED LEARNING BASED ON OBJECT | KUDO, KEN | 12d |
| 18955598 | MULTI-AGENT REINFORCEMENT LEARNING-BASED MOBILE ELECTRIC VEHICLE CHARGING SERVICE METHOD | CHOY, PAN G | 29d |
| 19003749 | METHOD AND SYSTEM FOR TRAINING JIGSAW IMAGE-BASED DEEP LEARNING MODEL, AND METHOD AND SYSTEM FOR DETECTING OUT-OF-DISTRIBUTION OBJECT USING THE SAME | MANGIALASCHI, TRACY | — |
| 19002445 | METHOD AND SYSTEM FOR IMPLEMENTING RADIANCE FIELD USING ADAPTIVE MAPPING FUNCTION | COBB, MICHAEL J | — |
| 18982956 | INTEGRATED TRAJECTORY ESTIMATION METHOD AND SYSTEM BASED ON GENERATIVE MODEL | SOFRONIOU, MICHAEL MARIO | — |
| 18965782 | ENERGY PREDICTION DEVICE AND ENERGY PREDICTION METHOD | LOFTIS, JOHNNA RONEE | — |
| 18927599 | METHOD AND ELECTRONIC DEVICE FOR DETERMINING SINGLE-PHOTON EMITTER BASED ON DEEP LEARNING | ORANGE, DAVID BENJAMIN | — |
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 |
|---|---|---|---|
| 18954358 | ELECTRIC VEHICLE CHARGING AND DISCHARGING APPARATUS AND METHOD LINKING RIDE-SHARING SERVICE AND VEHICLE-TO-GRID | GOLDBERG, IVAN R | 12d |
| 18955598 | MULTI-AGENT REINFORCEMENT LEARNING-BASED MOBILE ELECTRIC VEHICLE CHARGING SERVICE METHOD | CHOY, PAN G | 29d |
| 19003749 | METHOD AND SYSTEM FOR TRAINING JIGSAW IMAGE-BASED DEEP LEARNING MODEL, AND METHOD AND SYSTEM FOR DETECTING OUT-OF-DISTRIBUTION OBJECT USING THE SAME | MANGIALASCHI, TRACY | — |
| 19002445 | METHOD AND SYSTEM FOR IMPLEMENTING RADIANCE FIELD USING ADAPTIVE MAPPING FUNCTION | COBB, MICHAEL J | — |
| 18927599 | METHOD AND ELECTRONIC DEVICE FOR DETERMINING SINGLE-PHOTON EMITTER BASED ON DEEP LEARNING | ORANGE, DAVID BENJAMIN | — |
| 18852461 | RAPID OPTICAL TISSUE SCANNER AND SCANNING METHOD | MUHAMMAD, KEY | — |
| Art Unit | Apps |
|---|---|
| 2668 | 1 |
| 3625 | 1 |
| 3624 | 1 |
| 3619 | 1 |
| 1657 | 1 |
| 1726 | 1 |
| 2872 | 1 |
| 2671 | 1 |
| 1684 | 1 |
| 1727 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19022983 | STABLE PLANE ESTIMATION METHOD AND SYSTEM FOR PLACING OBJECT IN STABLE POSTURE | FLORA, NURUN N | — | §103 | Non-Final OA | — | Pending | Jan 15, 2025 |
| 19003749 | METHOD AND SYSTEM FOR TRAINING JIGSAW IMAGE-BASED DEEP LEARNING MODEL, AND METHOD AND SYSTEM FOR DETECTING OUT-OF-DISTRIBUTION OBJECT USING THE SAME | MANGIALASCHI, TRACY | 2668 | §101§103§112 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 19002445 | METHOD AND SYSTEM FOR IMPLEMENTING RADIANCE FIELD USING ADAPTIVE MAPPING FUNCTION | COBB, MICHAEL J | — | §101§112 | Non-Final OA | — | Pending | Dec 26, 2024 |
| 18982956 | INTEGRATED TRAJECTORY ESTIMATION METHOD AND SYSTEM BASED ON GENERATIVE MODEL | SOFRONIOU, MICHAEL MARIO | — | §101§103§112 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18965782 | ENERGY PREDICTION DEVICE AND ENERGY PREDICTION METHOD | LOFTIS, JOHNNA RONEE | 3625 | §101 | Final Rejection | — | Pending | Dec 02, 2024 |
| 18955598 | MULTI-AGENT REINFORCEMENT LEARNING-BASED MOBILE ELECTRIC VEHICLE CHARGING SERVICE METHOD | CHOY, PAN G | 3624 | §101 | Final Rejection | 29d | Pending | Nov 21, 2024 |
| 18954358 | ELECTRIC VEHICLE CHARGING AND DISCHARGING APPARATUS AND METHOD LINKING RIDE-SHARING SERVICE AND VEHICLE-TO-GRID | GOLDBERG, IVAN R | 3619 | §103 | Final Rejection | 12d | Pending | Nov 20, 2024 |
| 18927599 | METHOD AND ELECTRONIC DEVICE FOR DETERMINING SINGLE-PHOTON EMITTER BASED ON DEEP LEARNING | ORANGE, DAVID BENJAMIN | — | §102§103§112 | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18852461 | RAPID OPTICAL TISSUE SCANNER AND SCANNING METHOD | MUHAMMAD, KEY | — | §102§103§112 | Non-Final OA | — | Pending | Sep 29, 2024 |
| 18815921 | System and Method for Multi-Frequency Band Indoor Channel State Information-Based Physical Layer Authentication | LEE, CHI HO A | — | §103 | Non-Final OA | — | Pending | Aug 27, 2024 |
| 18767374 | METHOD FOR PRODUCING SYNGAS FERMENTATION PRODUCTS USING HIGHLY ACTIVE MICROORGANISMS | RAGHU, GANAPATHIRAM | — | §102§103§112 | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18676998 | COMPOSITION COMPRISING PIP4K2C INHIBITOR AS ACTIVE INGREDIENT FOR TREATMENT OF CANCER | PATEL, SAGAR S | — | §102§112 | Non-Final OA | — | Pending | May 29, 2024 |
| 18639266 | CO2-FREE WASTE GAS FERMENTATION USING ACETOGEN STRAINS AND ACETIC ACID PRODUCTION METHOD ACCORDINGLY | CONSTANTINE, CHARLES Z | 1657 | §112 | Non-Final OA | — | Pending | Apr 18, 2024 |
| 18437231 | PEROVSKITE PHOTOACTIVE COMPOSITE LAYER, PREPARATION METHOD THEREOF, AND PEROVSKITE SOLAR CELL COMPRISING THE SAME | AYAD, TAMIR | 1726 | §102§103 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18580752 | PEPTIDE, COMPOSITION FOR RECOVERING RARE EARTH ELEMENTS COMPRISING SAME, AND RECOVERY METHOD | COFFA, SERGIO | — | §102 | Non-Final OA | — | Pending | Jan 19, 2024 |
| 18396791 | ACTIVE DICHROIC OPTICAL DEVICE AND MANUFACTURING METHOD THEREOF | STANFORD, CHRISTOPHER J | 2872 | §103 | Final Rejection | — | Pending | Dec 27, 2023 |
| 18540575 | ZEOLITE FOR CARBON DIOXIDE CAPTURE AND METHOD FOR PREPARING THE SAME | TAYLOR, JORDAN W | — | §102§103 | Non-Final OA | — | Pending | Dec 14, 2023 |
| 18569618 | GRAPHENE-GELATIN COMPOSITE HYDROGEL | XU, JIANGTIAN | — | §102§103 | Non-Final OA | — | Pending | Dec 13, 2023 |
| 18386265 | DATA AUGMENTATION APPARATUS AND METHOD FOR ACTION RECOGNITION THROUGH SELF-SUPERVISED LEARNING BASED ON OBJECT | KUDO, KEN | 2671 | §103§112 | Non-Final OA | 12d | Pending | Nov 02, 2023 |
| 18274433 | DEVICE FOR PREDICTING DRUG-TARGET INTERACTION BY USING SELF-ATTENTION-BASED DEEP NEURAL NETWORK MODEL, AND METHOD THEREFOR | ZEMAN, MARY K | 1684 | §102Other | Non-Final OA | — | Pending | Jul 26, 2023 |
| 18215815 | ELECTROLYTE FOR AQUEOUS ZINC-BROMINE BATTERY CONTAINING BROMINE COMPLEXING AGENT AND METAL ION ADDITIVE, AND AQUEOUS ZINC-BROMINE NON-FLOW BATTERY CONTAINING SAME | KIM, ANDREW NATHANIEL | 1727 | §103 | Final Rejection | 28d | Pending | Jun 28, 2023 |
| 18165620 | METHOD OF PRODUCING HYDROGEN PEROXIDE USING MICROORGANISM OF THE GENUS DESEMZIA | MCKNIGHT, CIARA A | 1656 | §101§112 | Final Rejection | 118d overdue | Pending | Feb 07, 2023 |
| 17993922 | METHOD FOR SCREENING MARKERS FOR PREDICTING PROGNOSIS OF RENAL CELL CARCINOMA USING TRANSCRIPTOMIC ANALYSIS | DAHLIN, HEATHER RAQUEL | 1629 | §103 | Non-Final OA | 37d overdue | Pending | Nov 24, 2022 |
| 17423939 | DETECTION OF CEREBROSPINAL FLUID | RAMADAN, OMAR | 1678 | §103 | Non-Final OA | 12d | Pending | Jul 19, 2021 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial