Prosecution Insights
Prosecution Insights
62 pending office actions • 47 art units • 62 examiners • 0 of 62 (0%) have an AI response strategy ready • 142 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 20 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. 20 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 (3%) |
| §101 + other | 5 (8%) |
| §103 only | 29 (47%) |
| §102 only | 4 (6%) |
| §112 only | 1 (2%) |
| Double-patenting only | 4 (6%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 16 (26%) |
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 |
|---|---|---|---|
| BANTAMOI, ANTHONY | 1 | 74.5% | +30.0% |
| SHIN, KYUNG H | 1 | 82.0% | +10.5% |
| LIPMAN, JACOB | 1 | 83.3% | +12.5% |
| VLAHOS, SOPHIA | 1 | 87.2% | +10.5% |
| JACKSON, JAYLUN ARMAN | 1 | — | — |
| HUYNH, CHUCK | 1 | 71.7% | +13.9% |
| CHOI, WON JUN | 1 | 71.1% | +8.9% |
| MERED, HABTE | 1 | 84.5% | +12.6% |
| MAGLOIRE, ELISABETH BENOIT | 1 | 89.6% | +8.1% |
| AREVALO, JOSEPH | 1 | 84.4% | +20.9% |
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 |
|---|---|---|---|
| 18882645 | Methods and Apparatus Supporting User Equipment (UE) Access to a Core Network Via a Wireless Local Area Network (WLAN) and Facilitating Transfer of Application Data via the Core Network | MERED, HABTE | — |
| 18828303 | REDUCED SPECTRUM ALLOCATION IN CBRS NETWORKS | MAGLOIRE, ELISABETH BENOIT | — |
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 |
|---|---|---|---|
| 18134286 | WIRELESS CONNECTIVITY AND MOTION/GESTURE MONITORING IN A NETWORK ENVIRONMENT | SIDDIQUEE, ISMAAEEL ABDULLAH | 74d overdue |
| 18354360 | CREDENTIAL MISUSE DETECTION VIA ENTROPIC ANALYSIS OF STREAMING BEHAVIOR VARIABILITY | PRASAD, NANCY N | 35d overdue |
| 18415214 | OPTIMIZING FREQUENCY SPECTRUM ASSIGNMENT BASED ON HIGH-FIDELITY OBSTRUCTION HEIGHTS | FERRIS, DERRICK W | 28d overdue |
| 18599577 | DYNAMIC SECURITY PROTOCOL SELECTION IN A WIRELESS NETWORK | LE, LANA N | 5d overdue |
| 18959074 | ADAPTING 5G NR SPATIAL COMPONENTS FOR STACKED TRANSMISSION VIA RF/OPTICAL MEDIA | VLAHOS, SOPHIA | 40d |
| 19018310 | System And Method For Application and Session-Specific Tagging in Internet Protocol (IP) Packets | SHIN, KYUNG H | — |
| 18991261 | TIMEOUT PERIOD FOR REJECTED AUTHENTICATION REQUESTS | LIPMAN, JACOB | — |
| 18818514 | 5G OVER COAXIAL ENABLED SMALL CELL SYSTEMS AND METHODS | AREVALO, JOSEPH | — |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18959074 | ADAPTING 5G NR SPATIAL COMPONENTS FOR STACKED TRANSMISSION VIA RF/OPTICAL MEDIA | VLAHOS, SOPHIA | 40d |
| 19314048 | Apparatus and Methods for a Large Language Model with Semantic Audio for Targeted Advertising Video Stream | BANTAMOI, ANTHONY | — |
| 19018310 | System And Method For Application and Session-Specific Tagging in Internet Protocol (IP) Packets | SHIN, KYUNG H | — |
| 18991261 | TIMEOUT PERIOD FOR REJECTED AUTHENTICATION REQUESTS | LIPMAN, JACOB | — |
| 18922373 | METHODS AND APPARATUS FOR LOW COMPLEXITY SPECTRUM SHARING | HUYNH, CHUCK | — |
| 18882645 | Methods and Apparatus Supporting User Equipment (UE) Access to a Core Network Via a Wireless Local Area Network (WLAN) and Facilitating Transfer of Application Data via the Core Network | MERED, HABTE | — |
| 18818514 | 5G OVER COAXIAL ENABLED SMALL CELL SYSTEMS AND METHODS | AREVALO, JOSEPH | — |
| Art Unit | Apps |
|---|---|
| 2411 | 2 |
| 2642 | 2 |
| 2465 | 2 |
| 2467 | 2 |
| 2415 | 2 |
| 2444 | 2 |
| 2477 | 2 |
| 2478 | 2 |
| 2413 | 2 |
| 2421 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19314048 | Apparatus and Methods for a Large Language Model with Semantic Audio for Targeted Advertising Video Stream | BANTAMOI, ANTHONY | 2422 | DP | Non-Final OA | — | Pending | Aug 29, 2025 |
| 19018310 | System And Method For Application and Session-Specific Tagging in Internet Protocol (IP) Packets | SHIN, KYUNG H | 2447 | §101§103 | Non-Final OA | — | Pending | Jan 13, 2025 |
| 18991261 | TIMEOUT PERIOD FOR REJECTED AUTHENTICATION REQUESTS | LIPMAN, JACOB | 2434 | §102§103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18959074 | ADAPTING 5G NR SPATIAL COMPONENTS FOR STACKED TRANSMISSION VIA RF/OPTICAL MEDIA | VLAHOS, SOPHIA | 2633 | §102§103§112Other | Final Rejection | 40d | Pending | Nov 25, 2024 |
| 18950359 | Methods and Systems For Monitoring Upstream Communication Channels in a Cable Service Network | JACKSON, JAYLUN ARMAN | 2112 | §103 | Non-Final OA | — | Pending | Nov 18, 2024 |
| 18922373 | METHODS AND APPARATUS FOR LOW COMPLEXITY SPECTRUM SHARING | HUYNH, CHUCK | — | §102 | Non-Final OA | — | Pending | Oct 21, 2024 |
| 18899401 | WIRELESS BASE STATION INSTALLATION BASED ON DEVICE SPEED | CHOI, WON JUN | 2411 | §103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18882645 | Methods and Apparatus Supporting User Equipment (UE) Access to a Core Network Via a Wireless Local Area Network (WLAN) and Facilitating Transfer of Application Data via the Core Network | MERED, HABTE | — | §102 | Non-Final OA | — | Pending | Sep 11, 2024 |
| 18828303 | REDUCED SPECTRUM ALLOCATION IN CBRS NETWORKS | MAGLOIRE, ELISABETH BENOIT | — | DP | Non-Final OA | — | Pending | Sep 09, 2024 |
| 18818514 | 5G OVER COAXIAL ENABLED SMALL CELL SYSTEMS AND METHODS | AREVALO, JOSEPH | 2642 | §102§103 | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18815532 | 5G BANDWIDTH PART CONFIGURATION METHOD IN CBRS FIXED WIRELESS ACCESS NETWORK | AHMED, ABDULLAHI | — | DP | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18798974 | Apparatus and Method for Network Function Signaling Latency Reduction | KIM, CHONG G | — | DP | Non-Final OA | — | Pending | Aug 09, 2024 |
| 18762117 | SPECTRUM CONTROL USING SILENT PERIODS | CHEEMA, HASAN ALI | 2465 | §103 | Non-Final OA | 70d | Pending | Jul 02, 2024 |
| 18762568 | Emergency Broadcast System with Capability to Interrupt Immersive Entertainment Sources | GRANT, GILBERT MUGARULA | 2642 | §103 | Non-Final OA | — | Pending | Jul 02, 2024 |
| 18758788 | ADAPTER FOR CABLE CONNECTION | PAUMEN, GARY F | 2834 | §103 | Non-Final OA | — | Pending | Jun 28, 2024 |
| 18738765 | SECURE AUTHENTICATION OF DIGITAL HUMANS | ALGIBHAH, HAMZA N | 2441 | §103 | Non-Final OA | — | Pending | Jun 10, 2024 |
| 18676293 | DISCOVERY OF TIME DIVISION DUPLEX (TDD) CONFIGURATION OF INTRA-OPERATOR AND INTER-OPERATOR CELLS | CHO, HONG SOL | 2467 | DPOther | Non-Final OA | 65d | Pending | May 28, 2024 |
| 18671014 | DYNAMIC WIRELESS NETWORK WITH DATA OFFLOADING | PHAM, TUAN | 2649 | §102§103 | Non-Final OA | — | Pending | May 22, 2024 |
| 18662032 | NODE APPARATUS AND METHODS FOR PROVIDING HIGH-CAPACITY DATA SERVICES VIA A CONTENT DELIVERY NETWORK ARCHITECTURE | IQBAL, KHAWAR | 2643 | §102 | Non-Final OA | — | Pending | May 13, 2024 |
| 18653517 | DYNAMICALLY UPGRADING A MODEM | CHEN, QING | 2191 | §101§103 | Final Rejection | — | Pending | May 02, 2024 |
| 18649755 | APPARATUS AND METHODS FOR INTEGRATED HIGH-CAPACITY DATA AND WIRELESS IoT (INTERNET OF THINGS) SERVICES | PHILLIPS, MICHAEL K | 2464 | §103Other | Final Rejection | 62d | Pending | Apr 29, 2024 |
| 18649546 | APPARATUS AND METHODS FOR SELECTIVE SECONDARY CONTENT INSERTION IN A DIGITAL NETWORK | IDOWU, OLUGBENGA O | 2494 | §102§103 | Non-Final OA | — | Pending | Apr 29, 2024 |
| 18631040 | Methods and Apparatus for Using Stream Classification Service to Enable Low Latency Treatment of MAC Service Data Units (MSDUs) in Wireless Local Area Networks (WLANs) | PHUONG, DAI | 2644 | §103 | Non-Final OA | — | Pending | Apr 09, 2024 |
| 18631038 | Methods and Apparatus for Using Mirrored Stream Classification Service to Enable Low Latency, Low Loss, and Scalable Throughput (L4S) in Wireless Local Area Networks (WLANs) | GEORGANDELLIS, ANDREW C | 2459 | §103 | Final Rejection | — | Pending | Apr 09, 2024 |
| 18599577 | DYNAMIC SECURITY PROTOCOL SELECTION IN A WIRELESS NETWORK | LE, LANA N | 2648 | §101§103 | Final Rejection | 5d overdue | Pending | Mar 08, 2024 |
| 18583511 | DYNAMIC ANTENNA DEVICE RECONFIGURATION FOR SPECTRUM ACCESS REQUESTS FOLLOWING INCUMBENT-BASED SUSPENSION | NOORISTANY, SULAIMAN | 2415 | §103 | Final Rejection | 13d | Pending | Feb 21, 2024 |
| 18442680 | RECLASSIFICATION AND PRIORITY QUEUE CONTROL | HOSSAIN, KAMAL M | 2444 | §103 | Final Rejection | 34d | Pending | Feb 15, 2024 |
| 18439031 | Software-controlled Battery Charging and Monitoring of Access CPE Devices | BACA, MATTHEW WALTER | 4100 | §101§103§112 | Non-Final OA | — | Pending | Feb 12, 2024 |
| 18418633 | Self-optimizing Networks Using Speed Test Results | DU, ZONGHUA A | 2444 | §103§112 | Non-Final OA | — | Pending | Jan 22, 2024 |
| 18417436 | DETERMINING COVERAGE AREA OVERLAP OF BASE STATIONS IN PROXIMITY TO ONE ANOTHER | RANEW, BENJAMIN THOMAS | 2465 | §103 | Non-Final OA | 43d overdue | Pending | Jan 19, 2024 |
| 18415214 | OPTIMIZING FREQUENCY SPECTRUM ASSIGNMENT BASED ON HIGH-FIDELITY OBSTRUCTION HEIGHTS | FERRIS, DERRICK W | 2411 | §102§103 | Final Rejection | 28d overdue | Pending | Jan 17, 2024 |
| 18410530 | REPETITION MODE CONTROL AND COMMUNICATION SIGNAL REPETITION IN A WIRELESS NETWORK | POLLACK, MELVIN H | 2445 | §101§103 | Final Rejection | — | Pending | Jan 11, 2024 |
| 18398045 | SUBSCRIBER INFORMATION MANAGEMENT IN A NETWORK | SABOURI, MAZDA | 2641 | §102§103 | Final Rejection | — | Pending | Dec 27, 2023 |
| 18389673 | MESSAGING PORTAL SUPPORTED BY OPERATORS IN WI-FI NETWORKS | PATEL, HARESH N | 2496 | §103 | Final Rejection | 9d | Pending | Dec 19, 2023 |
| 18532263 | APPARATUS AND METHODS FOR PROVIDING HIGH-CAPACITY DATA SERVICES OVER A CONTENT DELIVERY NETWORK | KWOH, JASPER C | 2415 | §102§103Other | Non-Final OA | — | Pending | Dec 07, 2023 |
| 18528289 | WIRELESS REPEATER APPARATUS AND METHODS OF OPERATION | NGUYEN, MINH TRANG T | 2477 | §103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18513625 | PERCEIVED EYE-CONTACT IN LIVE VIDEO CONFERENCING SYSTEMS | NGUYEN, DUC MINH | 2600 | §103§112 | Non-Final OA | — | Pending | Nov 19, 2023 |
| 18389007 | LOW-LATENCY TRADING PLATFORM AND COMMUNICATIONS SYSTEM | APPLE, KIRSTEN SACHWITZ | 3693 | §101 | Final Rejection | — | Pending | Nov 13, 2023 |
| 18500647 | PRELOADING A CUSTOMER CONTEXT IN A VIRTUAL GATEWAY | SANTOS, FRANCESCA LIMA | 2468 | §102 | Non-Final OA | — | Pending | Nov 02, 2023 |
| 18497462 | RECONFIGURATION OF MODEM DEVICES TO LIMIT CHANNEL BONDING CAPACITY | CERLANEK, ADAM JOEL | 2478 | §103 | Non-Final OA | 39d | Pending | Oct 30, 2023 |
| 18383414 | Methods and Apparatus for Implementing a Mesh Network of Access Points Capable of Providing Multiple Levels of Service | AHMED, ATIQUE | 2413 | §103 | Non-Final OA | — | Pending | Oct 24, 2023 |
| 18493349 | NOTIFYING A VIRTUAL GATEWAY OF QOS TREATMENT FOR A COMPUTING DEVICE CONNECTING TO A LOCAL AREA NETWORK | PARRY, CHRISTOPHER L | 2455 | §103 | Non-Final OA | — | Pending | Oct 24, 2023 |
| 18487577 | PERSONALIZED MACHINE-LEARNED MODEL ENSEMBLES FOR RENDERING OF PHOTOREALISTIC FACIAL REPRESENTATIONS | STATZ, BENJAMIN TOM | 2611 | §103 | Non-Final OA | 42d overdue | Pending | Oct 16, 2023 |
| 18475319 | FREQUENCY RANGE ALLOCATION TO REDUCE INTERFERENCE IN USER EQUIPMENT IN PROXIMITY TO ONE ANOTHER | NGUYEN, THE HY | 2478 | §102§103 | Non-Final OA | — | Pending | Sep 27, 2023 |
| 18467149 | POWERING A FIBER-TO-COAXIAL TAP DEVICE | WOLDEKIDAN, HIBRET ASNAKE | 2635 | §103Other | Non-Final OA | — | Pending | Sep 14, 2023 |
| 18237393 | PLUGGABLE TRANSCEIVER WITH BUILT-IN DETECTION AND MITIGATION OF MALICIOUS NETWORK TRAFFIC | DUONG, DUC T | 2467 | §103 | Non-Final OA | 30d | Pending | Aug 23, 2023 |
| 18236383 | DYNAMIC NETWORK SLICING FOR WIRELESS NETWORKS USING CLUSTERING AND PACKET INSPECTION | HUA, QUAN M | 2645 | §102§103§112 | Final Rejection | — | Pending | Aug 21, 2023 |
| 18232886 | Methods, Devices, and Systems for Mid-Stream Content Delivery Network (CDN) Steering | CHOKSHI, PINKAL R | 2425 | §103§112 | Non-Final OA | — | Pending | Aug 11, 2023 |
| 18354360 | CREDENTIAL MISUSE DETECTION VIA ENTROPIC ANALYSIS OF STREAMING BEHAVIOR VARIABILITY | PRASAD, NANCY N | 3624 | §101 | Non-Final OA | 35d overdue | Pending | Jul 18, 2023 |
| 18217886 | ACCOMMODATING PRIORITY SERVICE USERS IN IEEE 802.11BE BSS | SIVJI, NIZAR N | 2647 | §112 | Non-Final OA | 329d overdue | Pending | Jul 03, 2023 |
| 18206350 | SYSTEM AND METHOD FOR PROTECTING INCUMBENT AND HIGH PRIORITY USERS OF UNLICENSED SPECTRUM | RIVAS, SALVADOR E | 2413 | §103 | Final Rejection | 29d | Pending | Jun 06, 2023 |
| 18138248 | AUTHENTICATION MANAGEMENT AND WIRELESS ACCESS CONTROL VIA CONFIGURATION SETTINGS | ASRES, HERMON | 2449 | §103 | Final Rejection | — | Pending | Apr 24, 2023 |
| 18134286 | WIRELESS CONNECTIVITY AND MOTION/GESTURE MONITORING IN A NETWORK ENVIRONMENT | SIDDIQUEE, ISMAAEEL ABDULLAH | 3648 | §103§112 | Non-Final OA | 74d overdue | Pending | Apr 13, 2023 |
| 18163719 | LOW BITRATE DIGITAL HUMAN COMMUNICATION SESSIONS USING MOTION CAPTURE DATA STREAMS | MINKO, DENIS VASILIY | 2612 | §103 | Final Rejection | — | Pending | Feb 02, 2023 |
| 18092378 | MONITORING LOCATION OF A TRANSCEIVER IN A NETWORK TO MITIGATE INTERFERENCE | DUFFY, JAMES P | 2461 | §103 | Final Rejection | 30d overdue | Pending | Jan 02, 2023 |
| 17736289 | MOBILE DYNAMIC APPLICATION PACKET KIT (APK) | PAN, HANG | 2193 | §103 | Final Rejection | 14d | Pending | May 04, 2022 |
| 17700919 | METHODS AND APPARATUS FOR SUPPORTING SWITCHING OF TRAFFIC CORRESPONDING TO A COMMUNICATION SESSION BETWEEN TWO NON-3GPP ACCESS PATHS | KIM, ANDREW CHANUL | 2471 | §103 | Non-Final OA | 8d | Pending | Mar 22, 2022 |
| 17684595 | CONTROL OF COMMUNICATION DEVICES IN A WIRELESS NETWORK | RANDHAWA, MANDISH K | 2477 | §103 | Non-Final OA | — | Pending | Mar 02, 2022 |
| 17590418 | METHODS AND APPARATUS FOR AUTOMATICALLY SECURING COMMUNICATIONS BETWEEN A MEDIATION DEVICE AND POINT OF INTERCEPT | DAVIS, ZACHARY A | 2492 | §103§112 | Final Rejection | — | Pending | Feb 01, 2022 |
| 17306470 | ENCRYPTING DATA IN A MACHINE LEARNING MODEL | WANG, CHAO | 2439 | §103 | Final Rejection | — | Pending | May 03, 2021 |
| 18592042 | APPARATUS AND METHODS FOR DELIVERY OF MULTICAST AND UNICAST CONTENT IN A CONTENT DELIVERY NETWORK | MONTOYA, OSCHTA I | 2421 | §103Other | Final Rejection | — | Pending | Feb 29, 2024 |
| 18200319 | PERSONAL MEDIA CHANNEL APPARATUS AND METHODS | SALCE, JASON P | 2421 | §102§103 | Non-Final OA | — | Pending | May 22, 2023 |
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