Prosecution Insights
Prosecution Insights
73 pending office actions • 39 art units • 61 examiners • 0 of 73 (0%) have an AI response strategy ready • 111 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 73 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. 73 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%) |
| §103 only | 61 (84%) |
| §102 only | 5 (7%) |
| §112 only | 1 (1%) |
| No statute on record | 4 (5%) |
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 |
|---|---|---|---|
| ZENATI, AMAL S | 3 | 79.7% | +14.6% |
| MOHAMMED, ASSAD | 3 | 73.3% | +11.2% |
| LAEKEMARIAM, YOSEF K | 2 | 82.4% | +14.1% |
| PATEL, YOGESHKUMAR G | 2 | 82.9% | +3.3% |
| MAHMUD, GOLAM | 2 | 60.6% | +30.8% |
| TIEU, BINH KIEN | 2 | 87.0% | +9.3% |
| NGUYEN, PHUNG HOANG JOSEPH | 2 | 79.1% | +31.6% |
| PATEL, HEMANT SHANTILAL | 2 | 81.2% | +13.5% |
| JONES, CARISSA ANNE | 2 | 84.6% | +23.5% |
| ISLAM, MEHRAZUL NMN | 2 | 60.4% | +26.2% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18768339 | Sharing Video Conference Content Using A Virtual Display | LAEKEMARIAM, YOSEF K | 31d overdue |
| 18781149 | Virtual Backgrounds For Other Conference Participants | LAEKEMARIAM, YOSEF K | 19d overdue |
| 17973218 | REMOTE MANAGEMENT OF CLIENT DEVICES FOR VIRTUAL CONFERENCES BASED ON CLIENT DEVICE CONTEXT | JONES, CARISSA ANNE | 16d overdue |
| 18359158 | VIDEO SUMMARY GENERATION FOR VIRTUAL CONFERENCES | PATEL, HEMANT SHANTILAL | 15d overdue |
| 18627098 | CONTRASTIVE LEARNING WITH ADVERSARIAL DATA FOR ROBUST SPEECH TRANSLATION | PATEL, YOGESHKUMAR G | 11d overdue |
| 18362853 | Authenticating A Follower Device Under Leader Device Control For Video Conferencing | PATEL, HEMANT SHANTILAL | 5d |
| 18427341 | Simulating Depth In A Two-Dimensional Video Using Feature Detection And Parallax Effect With Multilayer Video And An In-Band Channel | TIEU, BINH KIEN | 8d |
| 18061748 | Video Conference Image Correction | JONES, CARISSA ANNE | 8d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18127430 | CONTEXTUALIZED SPELL CHECKER | LAM, PHILIP HUNG FAI | 77d overdue |
| 17977499 | Task-Based Virtual Calendar Scheduling Assertion | HENRY, MATTHEW D | 40d |
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 |
|---|---|---|---|
| 18780118 | RECEIVING VIRTUAL RELOCATION DURING A NETWORK CONFERENCE | ZENATI, AMAL S | 42d overdue |
| 18768339 | Sharing Video Conference Content Using A Virtual Display | LAEKEMARIAM, YOSEF K | 31d overdue |
| 17977871 | IDENTIFICATION OF PERSON(S) OF INTEREST | ISLAM, MEHRAZUL NMN | 30d overdue |
| 18781149 | Virtual Backgrounds For Other Conference Participants | LAEKEMARIAM, YOSEF K | 19d overdue |
| 17973218 | REMOTE MANAGEMENT OF CLIENT DEVICES FOR VIRTUAL CONFERENCES BASED ON CLIENT DEVICE CONTEXT | JONES, CARISSA ANNE | 16d overdue |
| 18359158 | VIDEO SUMMARY GENERATION FOR VIRTUAL CONFERENCES | PATEL, HEMANT SHANTILAL | 15d overdue |
| 17977862 | INCIDENT IDENTIFICATION SYSTEM | ISLAM, MEHRAZUL NMN | 5d overdue |
| 18362853 | Authenticating A Follower Device Under Leader Device Control For Video Conferencing | PATEL, HEMANT SHANTILAL | 5d |
| Art Unit | Apps |
|---|---|
| 2691 | 11 |
| 2693 | 6 |
| 2658 | 4 |
| 2694 | 4 |
| 2451 | 3 |
| 2445 | 3 |
| 2654 | 3 |
| 3624 | 2 |
| 2455 | 2 |
| 2409 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18990270 | SELF-SELECT SUB-MEETINGS IN VIDEOCONFERENCING | CHOUAT, ABDERRAHMEN | 2451 | — | Final Rejection | 168d overdue | Pending | Dec 20, 2024 |
| 18978248 | USING WEARABLE DEVICES TO CAPTURE ACTIONS OF PARTICIPANTS IN A MEETING | LAM, VINH TANG | 2628 | §103 | Non-Final OA | 7d | Pending | Dec 12, 2024 |
| 18949481 | Deal Forecasting Within a Communication Platform | SCHEUNEMANN, RICHARD N | 3624 | §103 | Final Rejection | 83d | Pending | Nov 15, 2024 |
| 18946531 | ASSOCIATING CONFERENCE APPLICATION CONTENT WITH AN INSTANCE OF A NETWORK CONFERENCE | JOSHI, SURAJ M | 2447 | §103 | Non-Final OA | 7d | Pending | Nov 13, 2024 |
| 18945151 | VIDEOCONFERENCE AUDIOVISUAL CONTROLLER | LEE, BRYAN Y | 2445 | §103 | Non-Final OA | 7d | Pending | Nov 12, 2024 |
| 18921292 | DUPLICATE MESSAGE FILTERING IN A MULTI-REGION ACTIVE-ACTIVE ARCHITECTURE | SISON, JUNE Y | 2455 | §103 | Non-Final OA | 15d overdue | Pending | Oct 21, 2024 |
| 18918926 | INTELLIGENT DETECTION OF SENSITIVE DATA WITHIN A COMMUNICATION PLATFORM | WALIULLAH, MOHAMMED | 2498 | §103 | Non-Final OA | 41d | Pending | Oct 17, 2024 |
| 18906500 | GENERATING ARCHIVAL DATA FROM VIRTUAL MEETINGS | BARKER, TODD L | 2449 | §103 | Non-Final OA | 12d | Pending | Oct 04, 2024 |
| 18822899 | LARGE LANGUAGE MODEL (LLM)-ENHANCED VIRTUAL ASSISTANTS | SAINT CYR, LEONARD | 2658 | §102 | Non-Final OA | 30d | Pending | Sep 03, 2024 |
| 18804514 | Velocity-Based Routing Rule Selection | FANG, PAKEE | 2409 | §103 | Non-Final OA | 17d overdue | Pending | Aug 14, 2024 |
| 18781149 | Virtual Backgrounds For Other Conference Participants | LAEKEMARIAM, YOSEF K | 2691 | §103 | Non-Final OA | 19d overdue | Pending | Jul 23, 2024 |
| 18780118 | RECEIVING VIRTUAL RELOCATION DURING A NETWORK CONFERENCE | ZENATI, AMAL S | 2693 | Other | Non-Final OA | 42d overdue | Pending | Jul 22, 2024 |
| 18778638 | DETERMINING SECURITY INTRUSIONS DURING VIRTUAL CONFERENCES | ZENATI, AMAL S | 2693 | §103 | Non-Final OA | 7d | Pending | Jul 19, 2024 |
| 18773974 | AUTOMATED LANGUAGE IDENTIFICATION DURING VIRTUAL CONFERENCES | NGUYEN, PHUOC H | 2451 | §103 | Non-Final OA | 30d overdue | Pending | Jul 16, 2024 |
| 18772805 | Transparent Frames In Video Conferencing | PATEL, YOGESHKUMAR G | 2691 | §103 | Non-Final OA | 28d | Pending | Jul 15, 2024 |
| 18770988 | Virtual Assistant For Task Identification | ANDERSON, FOLASHADE | 3623 | §102 | Final Rejection | 78d | Pending | Jul 12, 2024 |
| 18768339 | Sharing Video Conference Content Using A Virtual Display | LAEKEMARIAM, YOSEF K | 2691 | §103 | Non-Final OA | 31d overdue | Pending | Jul 10, 2024 |
| 18750442 | Reconnecting To A Node Of An Interactive Voice Response Service | GAUTHIER, GERALD | 2692 | §102 | Non-Final OA | 9d | Pending | Jun 21, 2024 |
| 18627098 | CONTRASTIVE LEARNING WITH ADVERSARIAL DATA FOR ROBUST SPEECH TRANSLATION | PATEL, YOGESHKUMAR G | 2691 | §103 | Non-Final OA | 11d overdue | Pending | Apr 04, 2024 |
| 18621836 | SHARED APPLICATION CONTEXTS DURING VIDEO CONFERENCES | MAHMUD, GOLAM | 2458 | §103 | Final Rejection | 33d | Pending | Mar 29, 2024 |
| 18611159 | TASK PROCESSING AND EXECUTION USING LARGE LANGUAGE MODELS | MCLEAN, IAN SCOTT | 2654 | §102 | Final Rejection | 62d | Pending | Mar 20, 2024 |
| 18610801 | COMMUNICATION ANALYSIS USING LARGE LANGUAGE MODELS | TENGBUMROONG, NATHAN NARA | 2654 | §103 | Non-Final OA | 31d overdue | Pending | Mar 20, 2024 |
| 18604415 | Encryption Key Distribution System | SARKER, SANCHIT K | 2495 | §103 | Non-Final OA | 31d overdue | Pending | Mar 13, 2024 |
| 18601264 | Location-Based Conference Room Recommendation | SIMPSON, DIONE N | 3628 | §103 | Non-Final OA | 38d overdue | Pending | Mar 11, 2024 |
| 18443502 | NOTIFICATION DISPLAY IN MESSAGE SESSION | KUJUNDZIC, DINO | 3658 | §112 | Non-Final OA | 40d | Pending | Feb 16, 2024 |
| 18440184 | Modifying Queue Positions Of Users Of A Virtual Waiting Room | DEANE JR, WILLIAM J | 2693 | Other | Non-Final OA | 9d | Pending | Feb 13, 2024 |
| 18436755 | Video Bandwidth Optimization | SUN, JIANGENG | 2671 | §103 | Non-Final OA | 6d | Pending | Feb 08, 2024 |
| 18435450 | CREATING VIDEO CONFERENCE EXPOS | ZENATI, AMAL S | 2693 | §103 | Final Rejection | 60d | Pending | Feb 07, 2024 |
| 18433618 | 3D DIGITAL VIRTUAL CHARACTER GENERATION FOR VIDEO CONFERENCING | ZALALEE, SULTANA MARCIA | 2614 | §103 | Final Rejection | 86d | Pending | Feb 06, 2024 |
| 18433781 | 3D DIGITAL VIRTUAL CHARACTER GENERATION VIA A TWO-STAGE PROCESS | PROVIDENCE, VINCENT ALEXANDER | 2617 | §103 | Final Rejection | 7d | Pending | Feb 06, 2024 |
| 18433975 | AI-ASSISTED NOTIFICATIONS OF RELEVANT CONTENT DURING A VIRTUAL CONFERENCE | JAHNIGE, CAROLINE H | 2451 | §103 | Non-Final OA | 16d overdue | Pending | Feb 06, 2024 |
| 18433638 | 3D DIGITAL VIRTUAL CHARACTER GENERATION WITH VIRTUAL TRIANGLES | GRAY, RYAN M | 2611 | §103 | Final Rejection | 32d overdue | Pending | Feb 06, 2024 |
| 18427341 | Simulating Depth In A Two-Dimensional Video Using Feature Detection And Parallax Effect With Multilayer Video And An In-Band Channel | TIEU, BINH KIEN | 2694 | §103 | Final Rejection | 8d | Pending | Jan 30, 2024 |
| 18427332 | Simulating Depth In A Two-Dimensional Video Using Feature Detection And Parallax Effect With Backgroundless Video And An Out-Of-Band Channel | TIEU, BINH KIEN | 2694 | Other | Final Rejection | 5d | Pending | Jan 30, 2024 |
| 18396839 | ARTIFICIAL INTELLIGENCE BASED COMMUNICATION ASSISTANCE | MUELLER, PAUL JOSEPH | 2657 | §103 | Final Rejection | 17d overdue | Pending | Dec 27, 2023 |
| 18396227 | SHARING CONTENT ACROSS VIDEOCONFERENCING SUB-MEETINGS | DENNISON, JERRY B | 2409 | §103 | Final Rejection | 13d | Pending | Dec 26, 2023 |
| 18543795 | GENERATING SPEAKER VIDEO AND AUDIO IN MULTIPLE LANGUAGES FOR VIDEOCONFERENCING | SIDDO, IBRAHIM | 2681 | §103 | Final Rejection | 9d | Pending | Dec 18, 2023 |
| 18488577 | Identifying A Video Frame For An Image In A Video Conference | MOHAMMED, ASSAD | 2691 | §103 | Non-Final OA | 7d | Pending | Oct 17, 2023 |
| 18488582 | Generating An Image In A Video Conference | NGUYEN, PHUNG HOANG JOSEPH | 2691 | §103 | Final Rejection | 14d | Pending | Oct 17, 2023 |
| 18372434 | INTERACTIVE QUERY FACILITATION | SHAH, ANTIM G | 2693 | §103 | Final Rejection | 25d overdue | Pending | Sep 25, 2023 |
| 18450637 | Tag-Based Virtual Background Boundary Area | NGUYEN, NHAT HUY T | 2147 | §103 | Non-Final OA | 30d overdue | Pending | Aug 16, 2023 |
| 18228286 | AUTOMATIC RECOMMENDATION AND FACILITATION OF NEXT-STEP ACTIONS | GUNN, JEREMY L | 3624 | §103 | Non-Final OA | 9d | Pending | Jul 31, 2023 |
| 18362845 | Companion Mode Follower Device Control For Video Conferencing | MAHMUD, GOLAM | 2458 | §103 | Final Rejection | 54d | Pending | Jul 31, 2023 |
| 18228349 | AUTOMATIC SPEECH RECOGNITION FOR INTERACTIVE VOICE RESPONSE SYSTEMS | ROBERTS, SHAUN A | 2655 | §103 | Non-Final OA | 23d overdue | Pending | Jul 31, 2023 |
| 18362162 | Network Selection Via Telephony Node | POPE, KHARYE | 2693 | §103 | Final Rejection | 78d | Pending | Jul 31, 2023 |
| 18362853 | Authenticating A Follower Device Under Leader Device Control For Video Conferencing | PATEL, HEMANT SHANTILAL | 2694 | §103 | Non-Final OA | 5d | Pending | Jul 31, 2023 |
| 18361397 | COLLABORATION USING CONVERSATIONAL ARTIFICIAL INTELLIGENCE DURING VIDEO CONFERENCING | NGUYEN, PHUNG HOANG JOSEPH | 2691 | §103 | Non-Final OA | 6d | Pending | Jul 28, 2023 |
| 18359158 | VIDEO SUMMARY GENERATION FOR VIRTUAL CONFERENCES | PATEL, HEMANT SHANTILAL | 2694 | §103 | Non-Final OA | 15d overdue | Pending | Jul 26, 2023 |
| 18127430 | CONTEXTUALIZED SPELL CHECKER | LAM, PHILIP HUNG FAI | 2656 | §101 | Final Rejection | 77d overdue | Pending | Mar 28, 2023 |
| 18104146 | AUTOMATED TRANSLATION OF MESSAGES WITHIN A GROUP COMMUNICATION SESSION | WEAVER, ADAM MICHAEL | 2658 | §103 | Non-Final OA | 27d | Pending | Jan 31, 2023 |
| 18102854 | NON-INTRUSIVE BUILD TIME INJECTION TOOL FOR ACCELERATING LAUNCHING OF CLOUD APPLICATIONS | WHEATON, BRADFORD F | 2193 | §103 | Final Rejection | 18d overdue | Pending | Jan 30, 2023 |
| 18160066 | Identifying A Speaking Conference Participant In A Physical Space | MOHAMMED, ASSAD | 2691 | §103 | Non-Final OA | 23d | Pending | Jan 26, 2023 |
| 18100914 | REMOTE MANAGEMENT OF WORK-LIFE BALANCE SCHEDULING | ALSTON, FRANK MAURICE | 3625 | §103 | Final Rejection | 55d | Pending | Jan 24, 2023 |
| 18095663 | DUAL AUDIO STREAM PROCESSING AND TRANSMISSION | MOHAMMED, ASSAD | 2691 | §103 | Non-Final OA | 34d | Pending | Jan 11, 2023 |
| 18061748 | Video Conference Image Correction | JONES, CARISSA ANNE | 2691 | §103 | Non-Final OA | 8d | Pending | Dec 05, 2022 |
| 17923620 | INCREMENTAL POST-EDITING AND LEARNING IN SPEECH TRANSCRIPTION AND TRANSLATION SERVICES | CHAVEZ, RODRIGO A | 2658 | §103 | Final Rejection | 41d | Pending | Nov 07, 2022 |
| 17977499 | Task-Based Virtual Calendar Scheduling Assertion | HENRY, MATTHEW D | 3625 | §101 | Final Rejection | 40d | Pending | Oct 31, 2022 |
| 17977862 | INCIDENT IDENTIFICATION SYSTEM | ISLAM, MEHRAZUL NMN | 2662 | §103 | Non-Final OA | 5d overdue | Pending | Oct 31, 2022 |
| 17977855 | DYNAMIC PROMINENCE OF VIDEO STREAMS DURING INCIDENT RESPONSE | SHOEMAKER, ERIC JAMES | 2664 | §103 | Final Rejection | 73d overdue | Pending | Oct 31, 2022 |
| 17977664 | IN-CLIENT AUTHORIZATION | WYSZYNSKI, AUBREY H | 2434 | §103 | Non-Final OA | 71d overdue | Pending | Oct 31, 2022 |
| 17977623 | FIRST RESPONSE SYSTEM | JAKOVAC, RYAN J | 2445 | §103 | Final Rejection | 23d overdue | Pending | Oct 31, 2022 |
| 17977871 | IDENTIFICATION OF PERSON(S) OF INTEREST | ISLAM, MEHRAZUL NMN | 2662 | §103 | Non-Final OA | 30d overdue | Pending | Oct 31, 2022 |
| 17973218 | REMOTE MANAGEMENT OF CLIENT DEVICES FOR VIRTUAL CONFERENCES BASED ON CLIENT DEVICE CONTEXT | JONES, CARISSA ANNE | 2691 | §103 | Final Rejection | 16d overdue | Pending | Oct 25, 2022 |
| 17802120 | SYSTEMS AND METHODS FOR EVENT RECOMMENDATION | CARVALHO, ERROL A | 3622 | §103 | Non-Final OA | 73d overdue | Pending | Oct 20, 2022 |
| 17954880 | Integrations Within Executed Workflow Interactions | ELKASSABGI, ZAHRA | 3623 | §103 | Non-Final OA | 16d overdue | Pending | Sep 28, 2022 |
| 17875711 | VIDEO BUBBLES DURING DOCUMENT EDITING | TALIOUA, ABDELBASST | 2445 | §103 | Non-Final OA | 13d | Pending | Jul 28, 2022 |
| 17873279 | DETECTING AUDIBLE REACTIONS DURING VIRTUAL MEETINGS | ALABI, OLUWATOSIN O | 2129 | §103 | Final Rejection | 16d overdue | Pending | Jul 26, 2022 |
| 17864971 | DELIVERY OF VOICEMAILS TO HANDHELD DEVICES | HUYNH, VAN D | 2665 | §102 | Final Rejection | 2d overdue | Pending | Jul 14, 2022 |
| 17859350 | COLLABORATIVE CHAT MESSAGING FOR VIRTUAL MEETINGS | YE, ZI | 2455 | §103 | Final Rejection | 15d | Pending | Jul 07, 2022 |
| 17849306 | VOICE TRANSCRIPTION FEEDBACK FOR VIRTUAL MEETINGS | SHAIKH, ZEESHAN MAHMOOD | 2658 | §103 | Non-Final OA | 31d overdue | Pending | Jun 24, 2022 |
| 17733956 | PROVIDING MULTISTREAM MACHINE TRANSLATION DURING VIRTUAL CONFERENCES | ZHU, RICHARD Z | 2654 | §103 | Non-Final OA | 19d overdue | Pending | Apr 29, 2022 |
| 17732991 | Preventing Exposure of Video Conference Media to Unauthorized Persons | SHOLEMAN, ABU S | 2496 | §103 | Final Rejection | 8d overdue | Pending | Apr 29, 2022 |
| 17582885 | VIRTUAL EXPO ANALYTICS | DALENCOURT, YVES | 2457 | §103 | Non-Final OA | 16d | Pending | Jan 24, 2022 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial