Prosecution Insights
Prosecution Insights
107 pending office actions • 61 art units • 100 examiners • 0 of 107 (0%) have an AI response strategy ready • 394 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 37 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. 37 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 | 9 (8%) |
| §101 + other | 30 (28%) |
| §103 only | 44 (41%) |
| §102 only | 2 (2%) |
| §112 only | 3 (3%) |
| Double-patenting only | 5 (5%) |
| Double-patenting + other | 2 (2%) |
| Multi-statute (no §101) | 12 (11%) |
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 |
|---|---|---|---|
| MOSER, BRUCE M | 2 | 84.2% | +19.9% |
| MIAN, MUHAMMAD U | 2 | 67.0% | +22.7% |
| SONIFRANK, RICHA MISHRA | 2 | 66.8% | +24.7% |
| KE, PENG | 2 | 53.1% | +22.3% |
| TAN, DAVID H | 2 | 32.1% | +17.1% |
| YI, HYUNGJUN B | 2 | 33.3% | +39.6% |
| BAHL, SANGEETA | 2 | 20.5% | +19.8% |
| MENGESHA, MULUGETA A | 1 | 81.6% | +10.0% |
| MAMILLAPALLI, PAVAN | 1 | 80.5% | +16.7% |
| ROJAS, MIDYS | 1 | 87.7% | +7.8% |
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 |
|---|---|---|---|
| 19296801 | SYSTEMS AND METHODS FOR CONTROLLABLE VIDEO GENERATION | MENGESHA, MULUGETA A | — |
| 19265861 | MECHANISMS FOR GROUPING NODES | ROJAS, MIDYS | — |
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 |
|---|---|---|---|
| 18401338 | INCREASING MEETING PRODUCTIVITY UTILIZING ROLE-BASED EVENT GENERATION | SANTIAGO-MERCED, FRANCIS Z | 140d overdue |
| 18742970 | METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR PROVIDING A CHANNEL CALENDAR IN A GROUP-BASED COMMUNICATION SYSTEM | NGUYEN, NGA B | 114d overdue |
| 18401341 | GENERATING EVENTS BASED ON HISTORICAL DATA | LABOGIN, DORETHEA L | 66d overdue |
| 18428003 | Incremental Orchestration of a Datacenter on a Cloud Platform | MUI, WEI YUN | 50d overdue |
| 18401340 | UPDATING EVENT DATA BASED ON DEPARTING USER PROFILES | MUNDUR, PADMAVATHI V | 42d overdue |
| 18659385 | SYSTEM AND METHOD FOR DATABASE SYSTEM ANOMALY DETECTION AND INCIDENT MANAGEMENT | MEHRMANESH, ELMIRA | 38d overdue |
| 18426650 | NETWORK SECURITY POLICY GENERATION AND DISTRIBUTION | CHANG, TOM Y | 36d overdue |
| 18104158 | INTELLIGENTLY MANAGING MULTIPLE CALENDAR BOOKINGS VIA A GROUP-BASED COMMUNICAITON PLATFORM | BOROWSKI, MICHAEL | 25d 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 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17220567 | TRAINING A MACHINE LEARNING MODEL USING STRUCTURED DATA | YI, HYUNGJUN B | 105d overdue |
| 17489284 | CONFIGURING DYNAMIC INTERACTIONS BETWEEN APPLICATION ELEMENTS | TAN, DAVID H | 60d overdue |
| 18770094 | CONFIGURING SERVICE CONSOLES BASED ON SERVICE FEATURE TEMPLATES USING A DATABASE SYSTEM | BAHL, SANGEETA | 8d overdue |
| 19066050 | RETRIEVAL AUGMENTED GENERATION BASED QUERY REFORMULATION PIPELINE FOR A QUESTION AND ANSWER SYSTEM | MIAN, MUHAMMAD U | 3d overdue |
| 19068993 | ENSEMBLE OF VECTOR AND GRAPH BASED EMBEDDINGS FOR LARGE LANGUAGE PROMPT AUGMENTATION | MIAN, MUHAMMAD U | 5d |
| 18750469 | Systems And Methods For Generative Language Model Database System Integration Architecture | SONIFRANK, RICHA MISHRA | 5d |
| 18072195 | CHANNEL RECOMMENDATIONS USING MACHINE LEARNING | BAHL, SANGEETA | 14d |
| 19296801 | SYSTEMS AND METHODS FOR CONTROLLABLE VIDEO GENERATION | MENGESHA, MULUGETA A | — |
| Art Unit | Apps |
|---|---|
| 2163 | 4 |
| 3624 | 4 |
| 2197 | 4 |
| 3626 | 4 |
| 2192 | 3 |
| 2146 | 3 |
| 2100 | 3 |
| 2434 | 2 |
| 2656 | 2 |
| 2659 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19296801 | SYSTEMS AND METHODS FOR CONTROLLABLE VIDEO GENERATION | MENGESHA, MULUGETA A | — | DP | Non-Final OA | — | Pending | Aug 11, 2025 |
| 19292608 | Intelligent Service for Data Migration | MOSER, BRUCE M | — | §101§103Other | Non-Final OA | — | Pending | Aug 06, 2025 |
| 19272987 | Query Semantics for Multi-Fact Data Model Analysis Using Shared Dimensions | MAMILLAPALLI, PAVAN | — | §101Other | Non-Final OA | — | Pending | Jul 17, 2025 |
| 19265861 | MECHANISMS FOR GROUPING NODES | ROJAS, MIDYS | — | DP | Non-Final OA | — | Pending | Jul 10, 2025 |
| 19242231 | API Governance Enforcement Architecture | CHANNAVAJJALA, SRIRAMA T | — | §101§103 | Non-Final OA | — | Pending | Jun 18, 2025 |
| 19096380 | Autonomous Agent Generation, Review, And Correction Of Mitigation Plans Against DDoS Attacks In A Shared Infrastructure Computing Environment | ALI, AFAQ | 2434 | §103§112DP | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19083360 | Updating User Information in a Cloud Platform | LE, MICHAEL | 2163 | §103 | Final Rejection | — | Pending | Mar 18, 2025 |
| 19076737 | SYSTEMS AND METHODS FOR AUTOMATICALLY RENDERING AND DEPLOYING NETWORK SECURITY POLICIES | SALL, EL HADJI MALICK | — | DP | Non-Final OA | — | Pending | Mar 11, 2025 |
| 19072271 | AUTOMATIC RULE GENERATION FOR NEXT-ACTION RECOMMENDATION ENGINE | CAO, VINCENT M | — | §101Other | Non-Final OA | — | Pending | Mar 06, 2025 |
| 19068993 | ENSEMBLE OF VECTOR AND GRAPH BASED EMBEDDINGS FOR LARGE LANGUAGE PROMPT AUGMENTATION | MIAN, MUHAMMAD U | 2163 | §103 | Final Rejection | 5d | Pending | Mar 03, 2025 |
| 19066050 | RETRIEVAL AUGMENTED GENERATION BASED QUERY REFORMULATION PIPELINE FOR A QUESTION AND ANSWER SYSTEM | MIAN, MUHAMMAD U | 2163 | §101 | Final Rejection | 3d overdue | Pending | Feb 27, 2025 |
| 19066056 | LARGE LANGUAGE MODEL-BASED KNOWLEDGE GRAPHS | ZEVITZ, DANIELLE ELIZABETH | — | §101§103 | Non-Final OA | — | Pending | Feb 27, 2025 |
| 19054736 | MESSAGE MODERATION IN A COMMUNICATION PLATFORM | TIV, BACKHEAN | 2459 | §103§112Other | Final Rejection | — | Pending | Feb 14, 2025 |
| 19054610 | SEAMLESS COMMUNICATION RESOURCE TRANSITION BETWEEN A GROUP-BASED COMMUNICATION SYSTEM AND AN EXTERNAL COMMUNICATION SYSTEM | JOO, JOSHUA | — | DP | Non-Final OA | — | Pending | Feb 14, 2025 |
| 19053760 | Artificial Intelligence Agent Retrieval Augmented Generation In A Database System | SOMERS, MARC S | 2159 | §103§112 | Final Rejection | — | Pending | Feb 14, 2025 |
| 19037333 | Artificial Intelligence Agent Access Multi-Modal Input In A Database System | VY, HUNG T | 2163 | §102 | Non-Final OA | — | Pending | Jan 27, 2025 |
| 19029862 | CUSTOMIZABLE COMMUNICATION PROCESS FLOW PATH METRICS | PUJOLS-CRUZ, MARJORIE | 3624 | §101§102§103 | Final Rejection | 29d | Pending | Jan 17, 2025 |
| 18988553 | LARGE LANGUAGE MODEL (LLM) PROMPT GENERATION USING PROMPT TEMPLATES | AZAD, ABUL K | 2656 | §101§102 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18974318 | Data Structure Format Manipulation for Database Systems | HTAY, LIN LIN M | 2153 | §103 | Final Rejection | — | Pending | Dec 09, 2024 |
| 18969213 | SEMANTIC CACHING FOR DOMAIN-SPECIFIC FEW-SHOT PROMPTING | SHIN, SEONG-AH A | 2659 | §101 | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18949621 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DIGITAL CONTENT AUDITING AND RETENTION IN A GROUP BASED COMMUNICATION REPOSITORY | SCOTT, RANDY A | 2439 | §103 | Non-Final OA | — | Pending | Nov 15, 2024 |
| 18928542 | ACCESS CONTROL AND GOVERNANCE FOR DISTRIBUTED DATA | ANKRUM, ALEC CHRISTOPHER | 2434 | §101§103 | Non-Final OA | — | Pending | Oct 28, 2024 |
| 18923339 | HYBRID MULTI-TENANT FRAMEWORK FOR RECONFIGURING SOFTWARE COMPONENTS | MYERS, PAUL R | 2176 | §112Other | Non-Final OA | — | Pending | Oct 22, 2024 |
| 18904986 | SYSTEMS AND METHODS FOR GENERATING CODE OUTPUT | PAN, HANG | — | §102§103 | Non-Final OA | — | Pending | Oct 02, 2024 |
| 18894158 | Rebalancing Caching Layer for Distributed Database System | BARKER, TODD L | 2449 | §103 | Final Rejection | — | Pending | Sep 24, 2024 |
| 18817996 | Generative Language Model Human Readable Plan Generation And Refinement In A Database System | SONIFRANK, RICHA MISHRA | — | §103Other | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18781365 | DELEGATION BASED ACCESS TO SECURE SYSTEMS | DOAN, TRANG T | 2431 | §103DP | Final Rejection | 25d overdue | Pending | Jul 23, 2024 |
| 18750490 | Systems And Methods For Generative Language Model Database System Action Integration | BHUYAN, MOHAMMAD SOLAIMAN | 2168 | §103§112 | Non-Final OA | — | Pending | Jun 21, 2024 |
| 18750469 | Systems And Methods For Generative Language Model Database System Integration Architecture | SONIFRANK, RICHA MISHRA | 2654 | §102§103Other | Final Rejection | 5d | Pending | Jun 21, 2024 |
| 18751131 | VizQL Data Service - Open APIs for Public Access to the Tableau Query Service | SHECHTMAN, CHERYL MARIA | 2164 | §103 | Non-Final OA | — | Pending | Jun 21, 2024 |
| 18750484 | Systems And Methods For Generative Language Model Database System Action Configuration | SIRJANI, FARIBA | 2659 | §103 | Final Rejection | — | Pending | Jun 21, 2024 |
| 18742970 | METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR PROVIDING A CHANNEL CALENDAR IN A GROUP-BASED COMMUNICATION SYSTEM | NGUYEN, NGA B | 3625 | §101§103 | Non-Final OA | 114d overdue | Pending | Jun 13, 2024 |
| 18740220 | SYSTEMS AND METHODS FOR AI ASSISTANT INTEGRATION ON MOBILE | AUGUSTINE, NICHOLAS | 2178 | §102§103 | Non-Final OA | — | Pending | Jun 11, 2024 |
| 18674750 | Systems, Methods, and User Interfaces for Communicating Data Uncertainty | LEE, JANGWOEN | 2656 | §103 | Final Rejection | — | Pending | May 24, 2024 |
| 18666244 | RECURSIVE MULTI-METRIC EXPANSION FOR QUERIES | MOSER, BRUCE M | 2154 | §101 | Final Rejection | — | Pending | May 16, 2024 |
| 18659385 | SYSTEM AND METHOD FOR DATABASE SYSTEM ANOMALY DETECTION AND INCIDENT MANAGEMENT | MEHRMANESH, ELMIRA | 2113 | §101§103 | Final Rejection | 38d overdue | Pending | May 09, 2024 |
| 18657412 | Incrementally Validating Security Policy Code Using Information From An Infrastructure As Code Repository | BERMAN, STEPHEN DAVID | 2192 | §103§112 | Final Rejection | — | Pending | May 07, 2024 |
| 18651690 | DOCUMENTING MULTIMEDIA COLLABORATION SESSION CONTENT | GREENE, JOSEPH L | 2443 | §103 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18648191 | METHOD AND SYSTEM FOR PROCESSING A STREAM OF INCOMING MESSAGES SENT FROM A SPECIFIC INPUT MESSAGE SOURCE AND VALIDATING EACH INCOMING MESSAGE OF THAT STREAM BEFORE SENDING THEM TO A SPECIFIC TARGET SYSTEM | MIAN, MOHAMMAD YOU A | 2457 | §102§103 | Non-Final OA | 22d | Pending | Apr 26, 2024 |
| 18645996 | METHOD AND SYSTEM FOR AUTOMATICALLY INVOKING FUNCTIONALITY WHILE USING A PRIMARY APPLICATION WITHOUT USER ACTION | RASHID, WISSAM | 2195 | §103Other | Final Rejection | — | Pending | Apr 25, 2024 |
| 18643507 | Database Cache Layer | BARTLETT, WILLIAM P | 2169 | §103 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18643233 | Method and System for Generative AI Navigational Assistance | NGUYEN, MISA H | 3666 | §112 | Final Rejection | — | Pending | Apr 23, 2024 |
| 18635768 | SYSTEMS AND METHODS FOR MANAGING A CAMPAIGN | VIG, NARESH | 3622 | §101§103 | Final Rejection | 29d | Pending | Apr 15, 2024 |
| 18628832 | Modified representation of backup copy on restore | SAIN, GAUTAM | 2135 | §103 | Non-Final OA | — | Pending | Apr 08, 2024 |
| 18621057 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR MANAGING ORGANIZATION CONNECTIONS IN A GROUP-BASED COMMUNICATION SYSTEM | ANYA, CHARLES E | 2194 | §103 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18429336 | Visualizing, Contextualizing and Evaluating Recommendations Generated Using Graph Neural Networks | NGUYEN, HENRY K | — | §103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18428922 | Unified Connectivity Testing & Validtion System | MORSHED, HOSSAIN M | 2191 | §103 | Non-Final OA | 32d overdue | Pending | Jan 31, 2024 |
| 18428003 | Incremental Orchestration of a Datacenter on a Cloud Platform | MUI, WEI YUN | 2191 | §101§103 | Final Rejection | 50d overdue | Pending | Jan 31, 2024 |
| 18429289 | CONTENT MODIFICATION USING MACHINE-LEARNED MODELS | LHYMN, SARAH | 2613 | §103 | Final Rejection | — | Pending | Jan 31, 2024 |
| 18427997 | End-to-End Orchestration of a Datacenter on a Cloud Platform | KESSLER, GREGORY AARON | 2197 | §102§103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18429241 | Generating Analytic Asset Recommendations Using Graph Neural Networks | PHUNG, QUOC LY PHU | — | §103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18427014 | SEMANTIC SEARCHING OF STRUCTURED DATA USING GENERATED QUERY SPACES | VOGT, JACOB BUI | 2653 | §103 | Non-Final OA | 10d overdue | Pending | Jan 30, 2024 |
| 18427304 | METADATA DRIVEN PROMPT GROUNDING FOR GENERATIVE ARTIFICIAL INTELLIGENCE APPLICATIONS | MORALES, PEDRO JESUS | — | §103 | Non-Final OA | — | Pending | Jan 30, 2024 |
| 18427275 | MACHINE LEARNING FOR LEGAL CLAUSE EXTRACTION | HATCH, ANGELA MAIDA | 3626 | §101§103 | Final Rejection | — | Pending | Jan 30, 2024 |
| 18426650 | NETWORK SECURITY POLICY GENERATION AND DISTRIBUTION | CHANG, TOM Y | 2455 | §101§102§103§112Other | Non-Final OA | 36d overdue | Pending | Jan 30, 2024 |
| 18425346 | TECHNIQUES FOR IMPLEMENTING FAULT DOMAIN SETS | KE, PENG | — | §101§103§112 | Non-Final OA | — | Pending | Jan 29, 2024 |
| 18424652 | SYSTEMS AND METHOD FOR ENCODING VIDEO CONTENTS | DIVECHA, KAMAL B | 2453 | §102§103 | Non-Final OA | 83d | Pending | Jan 26, 2024 |
| 18424319 | TECHNIQUES FOR IMPLEMENTING FAULT DOMAIN SETS | KE, PENG | — | DP | Non-Final OA | — | Pending | Jan 26, 2024 |
| 18424372 | SYSTEMS AND METHODS FOR ITERATIVE CODE GENERATION WITH LARGE LANGUAGE MODELS AND REPRESENTATIVE SUB-MODULES | TRAN, JOSHUA VAN | 2192 | §101§103§112 | Final Rejection | — | Pending | Jan 26, 2024 |
| 18422819 | Systems and Methods for Constrained Text Generation Using Large Language Models | TAN, DAVID H | — | §103 | Non-Final OA | — | Pending | Jan 25, 2024 |
| 18401340 | UPDATING EVENT DATA BASED ON DEPARTING USER PROFILES | MUNDUR, PADMAVATHI V | 2441 | §102§103§112 | Final Rejection | 42d overdue | Pending | Dec 30, 2023 |
| 18401338 | INCREASING MEETING PRODUCTIVITY UTILIZING ROLE-BASED EVENT GENERATION | SANTIAGO-MERCED, FRANCIS Z | 3625 | §101§103 | Non-Final OA | 140d overdue | Pending | Dec 30, 2023 |
| 18401341 | GENERATING EVENTS BASED ON HISTORICAL DATA | LABOGIN, DORETHEA L | 3624 | §101§103 | Non-Final OA | 66d overdue | Pending | Dec 30, 2023 |
| 18527668 | TWO-STAGE FRAMEWORK FOR ZERO-SHOT IDENTITY-AGNOSTIC TALKING-HEAD GENERATION | WU, XIAO MIN | 2613 | §102 | Non-Final OA | 16d overdue | Pending | Dec 04, 2023 |
| 18524607 | METHOD AND SYSTEM FOR GENERATING INSIGHTS REGARDING A PARTY IN RESPONSE TO A CALL | EDMONDS, DONALD J | 3629 | §101 | Non-Final OA | 2d overdue | Pending | Nov 30, 2023 |
| 18515659 | SMART PRIVILEGE ESCALATION IN A CLOUD PLATFORM | JACOB, AJITH | 2161 | §103 | Non-Final OA | 14d | Pending | Nov 21, 2023 |
| 18502325 | DATABASE RECORD CREATION FROM TEXT-BASED INTERACTIONS | CHEUNG, HUBERT G | 2152 | §103 | Non-Final OA | — | Pending | Nov 06, 2023 |
| 18498822 | TESTING FOR DISTRIBUTED SYSTEMS | NAHRA, SELENA SABAH | 2192 | §112 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18498257 | SYSTEMS AND METHODS FOR LANGUAGE AGENT OPTIMIZATION | MENGISTU, TEWODROS E | — | §101§103 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18499101 | SYSTEMS AND METHODS FOR TRAINING A LANGUAGE MODEL FOR CODE GENERATION | YI, HYUNGJUN B | 2146 | §101§103§112 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18496513 | SYSTEMS AND METHODS FOR BUILDING A CUSTOMIZED GENERATIVE ARTIFICIAL INTELLIGENT PLATFORM | BENOURAIDA, AMINA MORENO | 4100 | §103 | Non-Final OA | — | Pending | Oct 27, 2023 |
| 18494393 | SYSTEMS AND METHODS FOR ORCHESTRATING LLM-AUGMENTED AUTONOMOUS AGENTS | BUI, BRIAN DUYQUANG | 4100 | §101§103 | Non-Final OA | — | Pending | Oct 25, 2023 |
| 18491363 | QUERY PLANNING AND EXECUTION BASED ON HEURISTICS AND CONTEXTUAL STATISTICS IN A DATABASE SYSTEM | KIM, PAUL | 2152 | §103 | Non-Final OA | — | Pending | Oct 20, 2023 |
| 18488831 | AUTONOMOUS EXECUTION OF UNSTRUCTURED COMPUTE PROCESSES | DASCOMB, JACOB D | 2198 | §103 | Final Rejection | 21d | Pending | Oct 17, 2023 |
| 18219186 | DECISION OPTIMIZATION INVOLVING GLOBAL OBJECTIVES AND GLOBAL CONSTRAINTS | FEREJA, SAMUEL D | 2487 | §102§103 | Final Rejection | — | Pending | Jul 07, 2023 |
| 18327234 | AUTHORIZING PUBLIC TRUST LEDGER ACTIONS VIA A DATABASE SYSTEM | HYDER, MD SAKIB | 3698 | §101§103 | Non-Final OA | — | Pending | Jun 01, 2023 |
| 18143197 | MONITORING AND CONTROL OF NETWORK TRAFFIC IN A CLOUD SERVER ENVIRONMENT | AVERY, BRIAN WILLIAM | 2495 | §103 | Non-Final OA | — | Pending | May 04, 2023 |
| 18138957 | SYSTEM FOR DYNAMIC NETWORK SECURITY CONTROL | CHOLLETI, RAGHAVENDER NMN | 2492 | §103 | Final Rejection | 51d overdue | Pending | Apr 25, 2023 |
| 18118263 | PROVISIONING AND SECURE ACCESS CONTROL FOR STORAGE ON PUBLIC SERVERS | MOHAMMADI, FAHIMEH M | 2439 | §103 | Final Rejection | 49d overdue | Pending | Mar 07, 2023 |
| 18174547 | SYSTEMS AND METHODS FOR AN ENCODER-DECODER BASED FRAMEWORK FOR CODE GENERATION AND UNDERSTANDING | KAWSAR, ABDULLAH AL | 2100 | §103 | Final Rejection | — | Pending | Feb 24, 2023 |
| 18162445 | Log Data Summarization Techniques | EDWARDS, ETHAN WESLEY | 2857 | §101§103 | Final Rejection | 33d | Pending | Jan 31, 2023 |
| 18162706 | APPARATUS AND METHOD FOR DETECTION, TRIAGING AND REMEDIATION OF UNRELIABLE MESSAGE EXECUTION IN A MULTI-TENANT RUNTIME | RIGGINS, ARI FAITH COLEMA | 2197 | §103 | Non-Final OA | — | Pending | Jan 31, 2023 |
| 18104126 | Generating Previews of Entity Assets | KANG, INSUN | 2193 | §103 | Final Rejection | 49d overdue | Pending | Jan 31, 2023 |
| 18104158 | INTELLIGENTLY MANAGING MULTIPLE CALENDAR BOOKINGS VIA A GROUP-BASED COMMUNICAITON PLATFORM | BOROWSKI, MICHAEL | 3624 | §101§103 | Final Rejection | 25d overdue | Pending | Jan 31, 2023 |
| 18161458 | GRAPHICAL USER INTERFACE ELEMENT FOR TRACKING DESIGN AND DEVELOPMENT CHANGES ACROSS MULTIPLE WEB-BASED APPLICATIONS | MACASIANO, JOANNE GONZALES | 2197 | §103 | Non-Final OA | 17d overdue | Pending | Jan 30, 2023 |
| 18103342 | IDENTIFICATION OF PATENT-RELEVANT MESSAGES IN A GROUP-BASED COMMUNICATION SYSTEM USING MACHINE LEARNING TECHNIQUES | RIVERA GONZALEZ, IVONNEMARY | 3600 | §101§103Other | Final Rejection | — | Pending | Jan 30, 2023 |
| 18102558 | AUDIENCE SEGMENT FINGERPRINTING AND SIMILARITY | GUNN, JEREMY L | 3624 | §101 | Non-Final OA | — | Pending | Jan 27, 2023 |
| 18159036 | SYSTEMS AND METHODS FOR MODEL-BASED META-LEARNING | LANE, THOMAS BERNARD | 2142 | §103 | Final Rejection | — | Pending | Jan 24, 2023 |
| 18094267 | System For Publishing Embedded Web Application With Atomic Version Control | PAULINO, LENIN | 2197 | §103 | Non-Final OA | 77d | Pending | Jan 06, 2023 |
| 18060874 | TRAINING OF PREDICTION NETWORK FOR AUTOMATIC CORRELATION OF INFORMATION | MOUNDI, ISHAN NMN | 2141 | §103 | Non-Final OA | — | Pending | Dec 01, 2022 |
| 18072195 | CHANNEL RECOMMENDATIONS USING MACHINE LEARNING | BAHL, SANGEETA | 3626 | §101§103 | Non-Final OA | 14d | Pending | Nov 30, 2022 |
| 17991578 | WORKFLOW ENSEMBLE SYSTEMS | SUMMERS, KIERSTEN V | 3626 | §101§103 | Final Rejection | 15d | Pending | Nov 21, 2022 |
| 18047502 | DATABASE SYSTEMS AND METHODS OF CONFIGURABLE INVOICE GENERATION | SALMAN, AVIA ABDULSATTAR | 3627 | §101 | Non-Final OA | 8d overdue | Pending | Oct 18, 2022 |
| 17947605 | SYSTEMS AND METHODS FOR TIME-SERIES DATA PROCESSING IN MACHINE LEARNING SYSTEMS | BHAT, ADITYA S | 1685 | §101 | Non-Final OA | — | Pending | Sep 19, 2022 |
| 17946365 | SYSTEMS AND METHODS FOR TIME SERIES FORECASTING | CHUANG, SU-TING | 2146 | §101§103 | Final Rejection | — | Pending | Sep 16, 2022 |
| 17489284 | CONFIGURING DYNAMIC INTERACTIONS BETWEEN APPLICATION ELEMENTS | TAN, DAVID H | 2145 | §103 | Non-Final OA | 60d overdue | Pending | Sep 29, 2021 |
| 17388791 | DYNAMIC ACTION IDENTIFICATION FOR COMMUNICATION PLATFORM | PRESSLY, KURT NICHOLAS | 2125 | §101§103 | Final Rejection | — | Pending | Jul 29, 2021 |
| 17220567 | TRAINING A MACHINE LEARNING MODEL USING STRUCTURED DATA | YI, HYUNGJUN B | 2146 | §103 | Non-Final OA | 105d overdue | Pending | Apr 01, 2021 |
| 19079003 | DYNAMIC TRAFFIC THROTTLING | SHAW, ROBERT A | — | §103 | Non-Final OA | — | Pending | Mar 13, 2025 |
| 18923050 | NETWORK SECURITY ORCHESTRATION AND MANAGEMENT ACROSS DIFFERENT CLOUDS | NGUYEN, DUSTIN | 2446 | §103 | Final Rejection | 42d overdue | Pending | Oct 22, 2024 |
| 18770094 | CONFIGURING SERVICE CONSOLES BASED ON SERVICE FEATURE TEMPLATES USING A DATABASE SYSTEM | BAHL, SANGEETA | 3626 | §101§103 | Non-Final OA | 8d overdue | Pending | Jul 11, 2024 |
| 18075263 | NETWORK SECURITY FOR MULTIPLE FUNCTIONAL DOMAINS | ZHENG, BIN QING | 2499 | §103 | Final Rejection | 33d | Pending | Dec 05, 2022 |
| 17939085 | SYSTEMS AND METHODS FOR NON-STATIONARY TIME-SERIES FORECASTING | RYLANDER, BART I | 2100 | §101§103 | Final Rejection | — | Pending | Sep 07, 2022 |
| 17827334 | GENERATING NEGATIVE SAMPLES FOR SEQUENTIAL RECOMMENDATION | MAC, GARY | 2127 | §101§103 | Non-Final OA | — | Pending | May 27, 2022 |
| 17565215 | SYSTEMS AND METHODS FOR KNOWLEDGE BASE QUESTION ANSWERING USING GENERATION AUGMENTED RANKING | PHAM, JESSICA THUY | 2100 | §103 | Final Rejection | — | Pending | Dec 29, 2021 |
| 17565305 | SYSTEMS AND METHODS FOR KNOWLEDGE BASE QUESTION ANSWERING USING GENERATION AUGMENTED RANKING | ILES, TYLER EDWARD | 2122 | §103 | Non-Final OA | 46d overdue | Pending | Dec 29, 2021 |
| 17328779 | SYSTEMS AND METHODS FOR HIERARCHICAL MULTI-LABEL CONTRASTIVE LEARNING | TRAN, AMY NMN | 2126 | §103 | Final Rejection | — | Pending | May 24, 2021 |
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