Prosecution Insights
Prosecution Insights
71 pending office actions • 48 art units • 67 examiners • 0 of 71 (0%) have an AI response strategy ready • 297 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 71 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. 71 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 (1%) |
| §103 only | 56 (79%) |
| §102 only | 5 (7%) |
| §112 only | 3 (4%) |
| No statute on record | 6 (8%) |
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 |
|---|---|---|---|
| BATAILLE, FRANTZ | 2 | 81.7% | +0.2% |
| SABOURI, MAZDA | 2 | 77.2% | +16.7% |
| JAIN, RAJ K | 2 | 87.7% | +7.6% |
| DOUGLAS, MICHELE CAMILLE | 2 | 75.0% | +50.0% |
| MURRAY, WAYNE SCOTT | 1 | 43.6% | +48.0% |
| SHENG, TOM V | 1 | 90.8% | +8.0% |
| ISMAIL, MAHMOUD S | 1 | 88.3% | +11.9% |
| CHANG, KENNETH W | 1 | 86.7% | +0.8% |
| NAJI, YOUNES | 1 | 75.0% | +72.8% |
| COULTER, KENNETH R | 1 | 86.7% | -4.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19081802 | STIMULUS-RESPONSIVE DEPTH-CHANGING DISPLAY | SHENG, TOM V | 43d overdue |
| 18935228 | DETECTING MALICIOUS SMALL CELLS BASED ON A CONNECTIVITY SCHEDULE | CHANG, KENNETH W | 16d overdue |
| 18908359 | SEAMLESS VOICE CALL INITIATION | COULTER, KENNETH R | 9d overdue |
| 18146594 | SERVICE TYPE INDICATOR IN USER ASSISTANCE INFORMATION MESSAGING | JAIN, RAJ K | 9d overdue |
| 18590694 | SYSTEM AND METHOD FOR SPECTRUM REFARMING OF A CELL SITE ON A TELECOMMUNICATIONS NETWORK | JAIN, RAJ K | 12d |
| 18586412 | ENHANCED MOBILITY NODE OUTAGE IMPACT REPORTING | BATAILLE, FRANTZ | 26d |
| 18595908 | TELECOMMUNICATIONS RESOURCE CONNECTIVITY VIA PROACTIVE TELECOMMUNICATIONS NETWORK ERROR DETECTION SYSTEMS AND METHODS | BATAILLE, FRANTZ | 62d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18898596 | CUSTOMER CARE TOPIC COVERAGE DETERMINATION AND COACHING | KNIGHT, LETORIA G | 42d overdue |
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 |
|---|---|---|---|
| 18957456 | MOBILE AERIAL DRONE EARLY WARNING PRIVACY BREACH DETECT, INTERCEPT, AND DEFEND SYSTEMS AND METHODS | ISMAIL, MAHMOUD S | 32d overdue |
| 18443156 | MITIGATING SIGNAL INTERFERENCE FOR INCUMBENT COMMUNICATIONS STATIONS IN A TELECOMMUNICATIONS OPERATING BAND | SABOURI, MAZDA | 8d overdue |
| 19089862 | REDUCING CARBON EMISSIONS OF A VEHICLE IN A PARKING GARAGE | MURRAY, WAYNE SCOTT | 4d overdue |
| 18478321 | MODIFICATION OF TRANSMISSION OF USER-INDICATED MESSAGES AND SYSTEMS AND METHODS OF THE SAME | DOUGLAS, MICHELE CAMILLE | 2d overdue |
| 18908580 | ON-DEVICE LATENCY DETECTION | NAJI, YOUNES | 5d |
| 18592438 | TECHNIQUES FOR RESOURCE ALLOCATION ON EQUIPMENT NODES | SABOURI, MAZDA | 6d |
| 18516715 | TELECOMMUNICATIONS SYSTEM FOR BLOCKING SPOOFED CALLS | DOUGLAS, MICHELE CAMILLE | 9d |
| Art Unit | Apps |
|---|---|
| 2445 | 4 |
| 2646 | 4 |
| 2443 | 3 |
| 2461 | 3 |
| 2411 | 3 |
| 2647 | 3 |
| 2438 | 2 |
| 2453 | 2 |
| 2681 | 2 |
| 2641 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19089862 | REDUCING CARBON EMISSIONS OF A VEHICLE IN A PARKING GARAGE | MURRAY, WAYNE SCOTT | 3628 | §103 | Non-Final OA | 4d overdue | Pending | Mar 25, 2025 |
| 19081802 | STIMULUS-RESPONSIVE DEPTH-CHANGING DISPLAY | SHENG, TOM V | 2628 | §103 | Non-Final OA | 43d overdue | Pending | Mar 17, 2025 |
| 18957456 | MOBILE AERIAL DRONE EARLY WARNING PRIVACY BREACH DETECT, INTERCEPT, AND DEFEND SYSTEMS AND METHODS | ISMAIL, MAHMOUD S | 3662 | Other | Non-Final OA | 32d overdue | Pending | Nov 22, 2024 |
| 18935228 | DETECTING MALICIOUS SMALL CELLS BASED ON A CONNECTIVITY SCHEDULE | CHANG, KENNETH W | 2438 | §103 | Non-Final OA | 16d overdue | Pending | Nov 01, 2024 |
| 18908580 | ON-DEVICE LATENCY DETECTION | NAJI, YOUNES | 2445 | §103 | Non-Final OA | 5d | Pending | Oct 07, 2024 |
| 18908359 | SEAMLESS VOICE CALL INITIATION | COULTER, KENNETH R | 2445 | §102 | Non-Final OA | 9d overdue | Pending | Oct 07, 2024 |
| 18898596 | CUSTOMER CARE TOPIC COVERAGE DETERMINATION AND COACHING | KNIGHT, LETORIA G | 3623 | §101 | Non-Final OA | 42d overdue | Pending | Sep 26, 2024 |
| 18829627 | MACHINE LEARNING SYSTEM FOR PREDICTING NETWORK ABNORMALITIES | GREENE, JOSEPH L | 2443 | §103 | Final Rejection | 61d | Pending | Sep 10, 2024 |
| 18793629 | MODIFIED MEDIA DETECTION | SHEHNI, GHAZAL B | 2499 | §103 | Non-Final OA | 22d overdue | Pending | Aug 02, 2024 |
| 18789661 | UE SELF-INITIATED VERIFICATION OF SIM PRESENCE | WON, MICHAEL YOUNG | 2443 | §103 | Final Rejection | 29d | Pending | Jul 30, 2024 |
| 18786244 | SELF-CONTAINED, SOLAR-POWERED, AND PORTABLE CONNECTED CAMERA STATION | FOSSELMAN, JOEL W | 2639 | §103 | Final Rejection | 29d | Pending | Jul 26, 2024 |
| 18764086 | VERIFICATION OF SIM PRESENCE AT REPRESENTED LOCATION | SHINGLES, KRISTIE D | 2453 | §103 | Non-Final OA | 42d overdue | Pending | Jul 03, 2024 |
| 18733020 | SYSTEM FOR ENHANCED EMERGENCY CALLBACK | ELAHEE, MD S | 2694 | §103 | Final Rejection | 70d | Pending | Jun 04, 2024 |
| 18674466 | Spam Telephone Call Reducer | HASHEM, LISA | 2692 | Other | Non-Final OA | 14d | Pending | May 24, 2024 |
| 18668117 | DYNAMIC PCRF/PCF SELECTION | HARLEY, JASON A | 2468 | §103 | Non-Final OA | 18d overdue | Pending | May 17, 2024 |
| 18643884 | CLASSIFYING CUSTOMER'S INTENT USING LARGE LANGUAGE MODELS (LLMS) | CHEN, BILL | 3626 | §103 | Final Rejection | 48d | Pending | Apr 23, 2024 |
| 18620867 | TECHNIQUES FOR IMPROVED SERVICE CALL SESSION INITIATION | ELFERVIG, TAYLOR A | 2445 | §103 | Non-Final OA | 9d overdue | Pending | Mar 28, 2024 |
| 18620815 | TECHNIQUES FOR PROVIDING IMPROVED SERVICE SESSION INITIATION | LAMONT, BENJAMIN S | 2461 | §103 | Non-Final OA | 2d overdue | Pending | Mar 28, 2024 |
| 18595908 | TELECOMMUNICATIONS RESOURCE CONNECTIVITY VIA PROACTIVE TELECOMMUNICATIONS NETWORK ERROR DETECTION SYSTEMS AND METHODS | BATAILLE, FRANTZ | 2681 | §103 | Non-Final OA | 62d | Pending | Mar 05, 2024 |
| 18593129 | MONITORING A USER'S ENVIRONMENT TO IDENTIFY POTENTIAL THREATS TO THE USER | SILVA-AVINA, EMMANUEL | 2673 | §103 | Non-Final OA | 44d overdue | Pending | Mar 01, 2024 |
| 18592438 | TECHNIQUES FOR RESOURCE ALLOCATION ON EQUIPMENT NODES | SABOURI, MAZDA | 2641 | §103 | Non-Final OA | 6d | Pending | Feb 29, 2024 |
| 18590694 | SYSTEM AND METHOD FOR SPECTRUM REFARMING OF A CELL SITE ON A TELECOMMUNICATIONS NETWORK | JAIN, RAJ K | 2411 | §103 | Non-Final OA | 12d | Pending | Feb 28, 2024 |
| 18586412 | ENHANCED MOBILITY NODE OUTAGE IMPACT REPORTING | BATAILLE, FRANTZ | 2681 | §103 | Non-Final OA | 26d | Pending | Feb 23, 2024 |
| 18584846 | METHODS AND SYSTEMS FOR SUBSCRIBER DATA INTEGRITY ASSUANCE AND AUTO-CORRECTIONS | MOORE, IAN N | 2469 | §112 | Non-Final OA | 30d overdue | Pending | Feb 22, 2024 |
| 18582639 | TRAFFIC MANAGEMENT TO REDUCE CELLULAR NETWORK OUTAGES | WINDER, PATRICE L | 2453 | §103 | Final Rejection | 46d overdue | Pending | Feb 20, 2024 |
| 18443156 | MITIGATING SIGNAL INTERFERENCE FOR INCUMBENT COMMUNICATIONS STATIONS IN A TELECOMMUNICATIONS OPERATING BAND | SABOURI, MAZDA | 2641 | §103 | Non-Final OA | 8d overdue | Pending | Feb 15, 2024 |
| 18441351 | SYSTEMS AND METHODS FOR DETECTING ROGUE BASE STATIONS | NIPA, WASIKA | 2433 | §103 | Final Rejection | 46d | Pending | Feb 14, 2024 |
| 18439571 | METHODS AND SYSTEMS FOR VIRTUAL SUBSCRIBER IDENTITY MODULE (VSIM) FRAUD DETECTION | DOAN, PHUOC HUU | 2646 | §103 | Non-Final OA | 4d overdue | Pending | Feb 12, 2024 |
| 18438056 | ENHANCING VOICEMAIL ACCESSIBILITY FOR MOBILE VIRTUAL NETWORK OPERATORS (MVNO) USERS THROUGH A MEDIA STORAGE SYSTEM | VO, DON NGUYEN | 2634 | §103 | Non-Final OA | 9d overdue | Pending | Feb 09, 2024 |
| 18425015 | EFFICIENT SESSION MANAGEMENT FUNCTION SELECTION | LIN, WILL W | 2412 | §103 | Non-Final OA | 19d | Pending | Jan 29, 2024 |
| 18423746 | PRIORITY-BASED BANDWIDTH ALLOCATION | KIM, CHONG G | 2443 | §102 | Non-Final OA | 49d overdue | Pending | Jan 26, 2024 |
| 18416656 | DELETION OF DUPLICATE TAC RANGES IN 5GC | DUONG, DUC T | 2467 | §103 | Non-Final OA | 29d | Pending | Jan 18, 2024 |
| 18407272 | ENABLING A HOME DEVICE TO OPERATE ON A WIRELESS TELECOMMUNICATION NETWORK AND INTERACT WITH A SECOND MOBILE DEVICE OPERATING ON THE NETWORK | LEE, SIU M | 2632 | §112 | Non-Final OA | 8d | Pending | Jan 08, 2024 |
| 18404821 | OPTIMIZING WIRELESS ACCESS POINTS IN A COMBINED NETWORK USING CONTROLLERS | MOORE JR, MICHAEL J | 2467 | §102 | Non-Final OA | 14d | Pending | Jan 04, 2024 |
| 18399211 | CALL CONTEXT REQUEST PRIOR TO ANSWER | ZENATI, AMAL S | 2693 | §103 | Final Rejection | 20d | Pending | Dec 28, 2023 |
| 18536020 | PROTECTING A TELECOMMUNICATIONS NETWORK USING NETWORK COMPONENTS AS BLOCKCHAIN NODES | JEUDY, JOSNEL | 2438 | — | Final Rejection | 23d | Pending | Dec 11, 2023 |
| 18535196 | SYSTEM FOR EVALUATING CROSS-NETWORK VOICE PERFORMANCE | JAIN, SWATI | 2649 | §103 | Non-Final OA | 46d | Pending | Dec 11, 2023 |
| 18525133 | Wireless Telecommunication Using Subframes | WU, JIANYE | 2462 | Other | Final Rejection | 5d overdue | Pending | Nov 30, 2023 |
| 18520268 | GEOFENCING NETWORK ACCESS FOR FIXED WIRELESS ACCESS DEVICES | CAMPERO MIRAMONTE, MARIO RICARDO | 2649 | §103 | Non-Final OA | 14d | Pending | Nov 27, 2023 |
| 18516715 | TELECOMMUNICATIONS SYSTEM FOR BLOCKING SPOOFED CALLS | DOUGLAS, MICHELE CAMILLE | 2646 | §102 | Non-Final OA | 9d | Pending | Nov 21, 2023 |
| 18508505 | BASE STATION PROVIDING VIRTUAL WIRELESS ROUTER | IQBAL, KHAWAR | 2643 | §103 | Non-Final OA | 118d overdue | Pending | Nov 14, 2023 |
| 18507021 | PROVIDING A USER-TAILORED ANSWER TO A QUERY FROM A UE OPERATING ON A WIRELESS TELECOMMUNICATION NETWORK | MAY, ROBERT F | 2154 | §103 | Non-Final OA | 44d overdue | Pending | Nov 10, 2023 |
| 18484353 | PREDICTION-DRIVEN MOBILE BROADCAST | SIVJI, NIZAR N | 2647 | §103 | Non-Final OA | 61d | Pending | Oct 10, 2023 |
| 18478321 | MODIFICATION OF TRANSMISSION OF USER-INDICATED MESSAGES AND SYSTEMS AND METHODS OF THE SAME | DOUGLAS, MICHELE CAMILLE | 2646 | — | Final Rejection | 2d overdue | Pending | Sep 29, 2023 |
| 18467673 | AUTHENTICATING A USER OF A WIRELESS TELECOMMUNICATION NETWORK BASED ON A NON-FUNGIBLE TOKEN INDICATING AN ATTRIBUTE ASSOCIATED WITH THE MOBILE DEVICE OPERATING ON THE WIRELESS TELECOMMUNICATION NETWORK | NOEL, LYDIA LOUIS-FILS | 2437 | §103 | Final Rejection | 12d | Pending | Sep 14, 2023 |
| 18464154 | CALL SERVICE INTEGRATION FOR INTERNET-OF-THINGS DEVICES | BALLOWE, CALEB JAMES | 2419 | §103 | Final Rejection | 1d overdue | Pending | Sep 08, 2023 |
| 18455974 | STORING AUTHENTICATION DATA ON AUSF | MILLER, BRANDON J | 2647 | §103 | Final Rejection | 9d overdue | Pending | Aug 25, 2023 |
| 18366554 | NETWORK CAPACITY AUGMENTATION BASED ON CAPACITY UTILIZATION DATA AND USING MOBILE NETWORK ACCESS NODES | SAIFUDDIN, AHMED | 2475 | §103 | Final Rejection | 2d overdue | Pending | Aug 07, 2023 |
| 18356957 | MULTIFUNCTIONAL, BUILDING-EDGE WIRELESS ACCESS POINT | CHERY, DADY | 2418 | Other | Final Rejection | 16d | Pending | Jul 21, 2023 |
| 18355311 | CREATING A GRAMMAR REPRESENTING MULTIPLE CONCEPTS AND MULTIPLE RELATIONSHIPS BASED ON A CORPUS OF DATA ASSOCIATED WITH A WIRELESS TELECOMMUNICATION NETWORK | MASTERS, KRISTEN MICHELLE | 2659 | §103 | Final Rejection | 9d | Pending | Jul 19, 2023 |
| 18350485 | SELECTION OF EMERGENCY NUMBERS BASED ON EMERGENCY TEST PARAMETER | OBAYANJU, OMONIYI | 2645 | §103 | Non-Final OA | 8d | Pending | Jul 11, 2023 |
| 18339739 | LOCATION-BASED COMPUTER-ALTERED REALITY DATA RENDERING MANAGEMENT USING RENDERING ORIENTED CHARACTERISTIC DATA | COCHRAN, BRIANNA RENAE | 2615 | §103 | Non-Final OA | 27d | Pending | Jun 22, 2023 |
| 18197034 | UE-BASED INTERFERENCE CANCELLATION IN 5G NETWORKS | CHEN, JUNPENG | 2645 | §102 | Non-Final OA | 6d | Pending | May 12, 2023 |
| 18196176 | PROXIMITY-BASED MESSAGING | GAO, JING | 2647 | §103 | Non-Final OA | 16d | Pending | May 11, 2023 |
| 18312447 | MANAGING WORKLOAD REQUESTS ON KUBERNETES CLUSTERS AND METHODS AND SYSTEMS FOR THE SAME | ZHAO, BING | 2151 | §103 | Non-Final OA | 42d overdue | Pending | May 04, 2023 |
| 18126685 | INCIDENT MANAGEMENT IN A TELECOMMUNICATIONS NETWORK | WASHINGTON, ERIKA ALISE | 2644 | §103 | Non-Final OA | 5d | Pending | Mar 27, 2023 |
| 18180842 | INTELLIGENT CARRIER AGGREGATION FOR TWO-WAY TRAFFIC | KWAK, JAEYOUNG | 2472 | §103 | Non-Final OA | 56d | Pending | Mar 08, 2023 |
| 18176247 | DETERMINATION OF HANDHELD WIRELESS DEVICE CONDITION USING MACHINE LEARNED MODEL | PRATT, EHRIN LARMONT | 3629 | §103 | Non-Final OA | 31d overdue | Pending | Feb 28, 2023 |
| 18174566 | TRAFFIC STEERING IN FIXED WIRELESS ACCESS NETWORK | KHAN, MEHMOOD B | 2419 | §103 | Non-Final OA | 28d overdue | Pending | Feb 24, 2023 |
| 18111417 | MICRO-LEVEL NETWORK NODE FAILOVER SYSTEM | TRUONG, LOAN | 2114 | §103 | Non-Final OA | 34d | Pending | Feb 17, 2023 |
| 18170458 | METHODS AND SYSTEMS FOR ALTERING USER EQUIPMENT CAPABILITY ON NETWORK SLICES | BEDNASH, JOSEPH A | 2461 | §112 | Non-Final OA | 12d | Pending | Feb 16, 2023 |
| 18108448 | NETWORK EQUIPMENT OPERATION ADJUSTMENT SYSTEM | JAKOVAC, RYAN J | 2445 | §103 | Non-Final OA | 4d overdue | Pending | Feb 10, 2023 |
| 18146594 | SERVICE TYPE INDICATOR IN USER ASSISTANCE INFORMATION MESSAGING | JAIN, RAJ K | 2411 | §103 | Non-Final OA | 9d overdue | Pending | Dec 27, 2022 |
| 18069120 | FLEXIBLE ROUTING CONTROL IN INTERNET PROTOCOL MULTIMEDIA SUBSYSTEM (IMS) | CHAKRAVARTHY, LATHA | 2461 | §103 | Non-Final OA | 62d | Pending | Dec 20, 2022 |
| 18075201 | AUTOMATED STATUS DETERMINATION OF EVENTS COLLECTED IN RECORDS FOR NETWORK SERVICE PROVIDER | KE, PENG | 2194 | §103 | Final Rejection | 85d overdue | Pending | Dec 05, 2022 |
| 18052317 | Network and Devices That Support Different Frequency Separations | KIM, ANDREW CHANUL | 2471 | §103 | Non-Final OA | 5d overdue | Pending | Nov 03, 2022 |
| 17888316 | METHOD FOR SELECTIVELY BLOCKING SUBSCRIBER DATA WHILE ROAMING | SAMS, MATTHEW C | 2646 | §103 | Non-Final OA | 6d | Pending | Aug 15, 2022 |
| 17751312 | ENABLING LOW-POWER COMMUNICATION BETWEEN A UE AND A NON-TERRESTRIAL NETWORK | FOLLANSBEE, KEITH TRAN-DANH | 2411 | §103 | Non-Final OA | 8d | Pending | May 23, 2022 |
| 17581793 | MACHINE TO MACHINE COMMUNICATION ACCELERATION VIA ENCRYPTION BYPASS | DHAKAD, RUPALI | 2437 | §103 | Final Rejection | 30d overdue | Pending | Jan 21, 2022 |
| 17409312 | PERFORMANCE PROFILER OF THIRD PARTY AUTOMATIONS | HEFFINGTON, JOHN M | 2145 | §103 | Non-Final OA | 29d | Pending | Aug 23, 2021 |
| 16872729 | DETECTING INDOOR/OUTDOOR STATUS OF MOBILE COMMUNICATION DEVICES | PEREZ GUTIERREZ, RAFAEL | 2642 | §103 | Final Rejection | 97d overdue | Pending | May 12, 2020 |
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