Prosecution Insights
Prosecution Insights
22 pending office actions • 3 clients • 22 examiners • 18 art units • 0 of 22 (0%) have an AI response strategy ready • 35 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 11 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. 11 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 | 5 (23%) |
| §103 only | 13 (59%) |
| §102 only | 1 (5%) |
| No statute on record | 3 (14%) |
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 |
|---|---|---|---|
| WORJLOH, JALATEE | 1 | 64.2% | +38.1% |
| DWIVEDI, MAHESH H | 1 | 69.4% | +4.3% |
| LEE, MARINA | 1 | 85.6% | +18.2% |
| BRAINARD, TIMOTHY A | 1 | 86.4% | +5.5% |
| SHAIKH, ZEESHAN MAHMOOD | 1 | 50.0% | +55.6% |
| LIN, KATHERINE Y | 1 | 91.2% | +6.5% |
| MOORE, URIAH VENDELL | 1 | — | — |
| CHARIOUI, MOHAMED | 1 | 81.5% | +12.9% |
| OBAID, HAMZEH M | 1 | 38.4% | +22.6% |
| DELICH, STEPHANIE ZAGARELLA | 1 | 38.8% | +36.0% |
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 |
|---|---|---|---|
| 18514587 | DUTY CYCLE SWEEP FOR CPSD IDENTIFICATION OF RESONANCE FREQUENCIES TO MONITOR FOR RESONANT AMPLIFICATION OF VIBRATION | CHARIOUI, MOHAMED | 16d overdue |
| 18650443 | ANTENNA IN EXPANSION CARD FORM FACTOR FOR EMI-FINGERPRINT CHARACTERIZATION OF COMPUTER SYSTEMS | BRAINARD, TIMOTHY A | 77d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17735143 | MINIMIZING UNMET DEMANDS DUE TO SHORT SUPPLY | EL-BATHY, MOHAMED N | 177d overdue |
| 18384462 | AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS | OBAID, HAMZEH M | 43d overdue |
| 18743866 | LLM FINE-TUNING FOR CODE GENERATION | LEE, MARINA | — |
| 18627860 | LLM FINE-TUNING FOR TEXT SUMMARIZATION | SHAIKH, ZEESHAN MAHMOOD | — |
| 18397052 | ERROR RESOLUTION AND AUTO-CORRECTION FOR UNPROCESSED DATA RECORDS | LIN, KATHERINE Y | — |
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 |
|---|---|---|---|
| 18384462 | AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS | OBAID, HAMZEH M | 43d overdue |
| 18514587 | DUTY CYCLE SWEEP FOR CPSD IDENTIFICATION OF RESONANCE FREQUENCIES TO MONITOR FOR RESONANT AMPLIFICATION OF VIBRATION | CHARIOUI, MOHAMED | 16d overdue |
| 18371624 | ORCHESTRATED VISUAL GUIDANCE SYSTEM AND METHOD | DELICH, STEPHANIE ZAGARELLA | 82d |
| 19320014 | Untitled | WORJLOH, JALATEE | — |
| 18743866 | LLM FINE-TUNING FOR CODE GENERATION | LEE, MARINA | — |
| 18627860 | LLM FINE-TUNING FOR TEXT SUMMARIZATION | SHAIKH, ZEESHAN MAHMOOD | — |
| Client (Assignee) | Pending OAs |
|---|---|
| ORACLE INTERNATIONAL CORPORATION | 18 |
| CERNER INNOVATION, INC. | 2 |
| ORACLE FINANCIAL SERVICES SOFTWARE LIMITED | 2 |
| Art Unit | Apps |
|---|---|
| 3624 | 3 |
| 2146 | 2 |
| 3697 | 1 |
| 2168 | 1 |
| 4100 | 1 |
| 3648 | 1 |
| 2658 | 1 |
| 2113 | 1 |
| 2857 | 1 |
| 3623 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19320014 | Untitled | Oracle International Corporation | WORJLOH, JALATEE | 3697 | — | Non-Final OA | — | Pending | |
| 18802709 | Untitled | Oracle International Corporation | DWIVEDI, MAHESH H | 2168 | — | Final Rejection | — | Pending | |
| 18743866 | LLM FINE-TUNING FOR CODE GENERATION | Oracle International Corporation | LEE, MARINA | 4100 | §101 | Non-Final OA | — | Pending | Jun 14, 2024 |
| 18650443 | ANTENNA IN EXPANSION CARD FORM FACTOR FOR EMI-FINGERPRINT CHARACTERIZATION OF COMPUTER SYSTEMS | Oracle International Corporation | BRAINARD, TIMOTHY A | 3648 | §103 | Non-Final OA | 77d | Pending | Apr 30, 2024 |
| 18627860 | LLM FINE-TUNING FOR TEXT SUMMARIZATION | Oracle International Corporation | SHAIKH, ZEESHAN MAHMOOD | 2658 | §101 | Final Rejection | — | Pending | Apr 05, 2024 |
| 18397052 | ERROR RESOLUTION AND AUTO-CORRECTION FOR UNPROCESSED DATA RECORDS | Cerner Innovation, Inc. | LIN, KATHERINE Y | 2113 | §101 | Final Rejection | — | Pending | Dec 27, 2023 |
| 18532053 | SYSTEMS AND METHODS FOR AUTOMATIC FORECASTING ALGORITHM SELECTION BASED ON TIME SERIES CHARACTERISTICS | Oracle International Corporation | MOORE, URIAH VENDELL | §103 | Non-Final OA | — | Pending | Dec 07, 2023 | |
| 18514587 | DUTY CYCLE SWEEP FOR CPSD IDENTIFICATION OF RESONANCE FREQUENCIES TO MONITOR FOR RESONANT AMPLIFICATION OF VIBRATION | Oracle International Corporation | CHARIOUI, MOHAMED | 2857 | §103 | Final Rejection | 16d overdue | Pending | Nov 20, 2023 |
| 18384462 | AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS | Oracle International Corporation | OBAID, HAMZEH M | 3624 | §101 | Non-Final OA | 43d overdue | Pending | Oct 27, 2023 |
| 18371624 | ORCHESTRATED VISUAL GUIDANCE SYSTEM AND METHOD | Oracle International Corporation | DELICH, STEPHANIE ZAGARELLA | 3623 | §103 | Non-Final OA | 82d | Pending | Sep 22, 2023 |
| 18370101 | FREQUENCY-DOMAIN SIGNAL CLUSTERING | Oracle International Corporation | HOQUE, NAFIZ E | 2146 | §102 | Non-Final OA | — | Pending | Sep 19, 2023 |
| 18133197 | MERGED REFERENCE FINGERPRINT GENERATION FOR MACHINE-LEARNING DETECTION OF DEGRADED OPERATION | Oracle International Corporation | PHAM, KHANH B | 2166 | §103 | Final Rejection | — | Pending | Apr 11, 2023 |
| 18133047 | AUTOMATIC SIGNAL CLUSTERING WITH AMBIENT SIGNALS FOR ML ANOMALY DETECTION | Oracle International Corporation | HADDAD, MAJD MAHER | 2125 | §103 | Final Rejection | — | Pending | Apr 11, 2023 |
| 18104506 | CIRCULAR-BUFFER FOR GENERATING MACHINE LEARNING ESTIMATES OF STREAMING OBSERVATIONS IN REAL TIME | Oracle International Corporation | KHAN, SHAHID K | 2146 | §103 | Final Rejection | — | Pending | Feb 01, 2023 |
| 18082618 | REINFORCEMENT-LEARNING-AGENT-BASED GUI METRICS FOR MONITORING SYSTEM EFFECTIVENESS | Oracle International Corporation | KANG, IRENE S | 3696 | §103 | Final Rejection | 59d overdue | Pending | Dec 16, 2022 |
| 17881737 | ASSIGNING SUPPLY TO DEMAND FROM MULTIPLE SOURCES | Oracle International Corporation | BOLEN, NICHOLAS D | 3624 | §103 | Final Rejection | — | Pending | Aug 05, 2022 |
| 17749388 | MACHINE LEARNING MODEL AND NEURAL NETWORK TO PREDICT OBJECT CHARACTERISTICS FROM DIGITAL IMAGE SIMILARITIES | Oracle International Corporation | RUSH, ERIC | 2677 | §103 | Non-Final OA | 88d overdue | Pending | May 20, 2022 |
| 17748204 | REINFORCEMENT LEARNING AGENT SIMULATION TO MEASURE MONITORING SYSTEM STRENGTH | Oracle Financial Services Software Limited | ILES, TYLER EDWARD | 2122 | §103 | Final Rejection | 16d overdue | Pending | May 19, 2022 |
| 17742540 | REDUNDANT SCENARIO DECOMMISSIONING | Oracle Financial Services Software Limited | LEATHERS, EMILY GORMAN | 2187 | §103 | Final Rejection | 33d | Pending | May 12, 2022 |
| 17735143 | MINIMIZING UNMET DEMANDS DUE TO SHORT SUPPLY | Oracle International Corporation | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | 177d overdue | Pending | May 03, 2022 |
| 17687979 | REINFORCEMENT LEARNING AGENT TO EVALUATE MONITORING SYSTEM STRENGTH | Oracle International Corporation | BARRETT, RYAN S | 2148 | Other | Non-Final OA | 34d | Pending | Mar 07, 2022 |
| 17072811 | Clinical Source of Truth with Patient Status Orders Automation and Validation throughout the Clinically Driven Revenue Cycle Management Life Cycle | Cerner Innovation, Inc. | WILLIAMS, TERESA S | 3687 | §103 | Final Rejection | 15d | Pending | Oct 16, 2020 |
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