Prosecution Insights
Prosecution Insights
159 pending office actions • 72 art units • 140 examiners • 56 of 159 (35%) have an AI response strategy ready • 472 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 47 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. 47 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 | 15 (9%) |
| §101 + other | 59 (37%) |
| §103 only | 66 (42%) |
| §102 only | 3 (2%) |
| §112 only | 3 (2%) |
| Double-patenting only | 1 (1%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 11 (7%) |
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 |
|---|---|---|---|
| HOLZMACHER, DERICK J | 3 | 44.4% | +29.3% |
| HARMON, COURTNEY N | 2 | 62.6% | +9.0% |
| IBRAHIM, MOHAMED | 2 | 85.6% | +7.4% |
| SHECHTMAN, CHERYL MARIA | 2 | 71.5% | +28.9% |
| FOSTER JR., MICHAEL ALAN | 2 | — | — |
| ROBINSON, GRETA LEE | 2 | 80.7% | +16.7% |
| BROWN, SARA GRACE | 2 | 29.1% | +32.2% |
| HOANG, KEN | 2 | 72.6% | +30.2% |
| RIVERA, ANIBAL | 2 | 90.9% | +12.0% |
| SOLTANZADEH, AMIR | 2 | 80.9% | +17.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19006466 | RECONFIGURING COMMUNICATION FOR ENTITIES RUNNING ON A MULTIPLE AVAILABILITY ZONE CLOUD PLATFORM | IBRAHIM, MOHAMED | — |
| 18984539 | GUIDED FUNCTION CALL CHAINING USING MULTI-ORDER PROBABILITIES | ROBINSON, GRETA LEE | — |
| 18902488 | Automated Configuration of Predictive Analytics Using Neural Language Models | ROBINSON, GRETA LEE | — |
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 |
|---|---|---|---|
| 18903786 | DYNAMIC LOADING OF FILES USING ASYNCHRONOUS FORMAT | OBISESAN, AUGUSTINE KUNLE | 72d overdue |
| 18315145 | EVENT CLASSIFICATION IN CLOUD-NATIVE SYSTEMS | COLE, BRANDON S | 46d overdue |
| 18499926 | PREDICTING HARDWARE SAFETY MARGIN | WILSON, YOLANDA L | 44d overdue |
| 18201958 | DEMAND FORECASTING TOOL FOR FOOD ESTABLISHMENTS | TORRES CHANZA, GABRIEL JOSE | 43d overdue |
| 18609977 | DETECTING WEB APPLICATION VULNERABILITIES | PAULINO, LENIN | 28d overdue |
| 18542016 | SYSTEM AND METHOD FOR DISPLAYING MULTIPLE ITEMS | ORR, HENRY W | 28d overdue |
| 18488136 | SYSTEMS AND METHODS FOR ODATA API PERFORMANCE TESTING | CHEN, ZHI | 28d overdue |
| 18328439 | ADVANCED PLANNING AND EXECUTION OF ENTITY CLOSES | GAVIN, KRISTIN ELIZABETH | 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 |
|---|---|---|---|
| 18644500 | AUTOMATIC EVALUATION OF ARTIFICIAL INTELLIGENCE-GENERATED CODE SUGGESTIONS | RIVERA, ANIBAL | 1d overdue |
| 19029401 | RELATIONSHIP ANALYSIS USING VECTOR REPRESENTATIONS OF DATABASE TABLES | SHECHTMAN, CHERYL MARIA | 39d |
| 18532686 | EXPERIENCE QUOTIENT | HOLZMACHER, DERICK J | 39d |
| 18441198 | RETRIEVAL AUGMENTED GENERATION BASED ON PROCESS ARTIFACTS | SOLTANZADEH, AMIR | 71d |
| 18505535 | EVALUATION HARMONIZER | HOLZMACHER, DERICK J | 83d |
| 18984539 | GUIDED FUNCTION CALL CHAINING USING MULTI-ORDER PROBABILITIES | ROBINSON, GRETA LEE | — |
| 18981993 | ACTIONABLE INSIGHTS SYSTEM FOR ANALYZED DATA IN ANALYTICS CLOUD APPLICATIONS | BROWN, SARA GRACE | — |
| 18909950 | OBJECT RELATIONSHIP ANALYSIS USING FORCE-DIRECTED GRAPHS BASED ON OBJECT METRIC VALUES | HOANG, KEN | — |
| Art Unit | Apps |
|---|---|
| 3625 | 12 |
| 2191 | 6 |
| 2159 | 5 |
| 3627 | 5 |
| 3624 | 5 |
| 2193 | 5 |
| 2654 | 4 |
| 2658 | 4 |
| 2153 | 4 |
| 2659 | 4 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19302271 | STORAGE-AGNOSTIC SEMANTIC ARTIFACT IN CLOUD-BASED DATA WAREHOUSING ENVIRONMENT | HARMON, COURTNEY N | 2159 | §101§103 | Non-Final OA | — | Pending | Aug 18, 2025 |
| 19302308 | DATA TRANSFORMATION IN CLOUD-BASED DATA WAREHOUSING ENVIRONMENT | HARMON, COURTNEY N | 2159 | §103 | Non-Final OA | — | Pending | Aug 18, 2025 |
| 19300969 | SYSTEM AND METHOD FOR BATCHING DATABASE QUERIES | LU, KUEN S | 2165 | §102§103DP | Non-Final OA | — | Pending | Aug 15, 2025 |
| 19285858 | INTELLIGENT ANALYTICS FOR CLOUD COMPUTING APPLICATIONS | ARJOMANDI, NOOSHA | — | §103 | Non-Final OA | — | Pending | Jul 30, 2025 |
| 19263875 | CALCULATED DICTIONARY COLUMN READERS | VY, HUNG T | — | §101§102§103Other | Non-Final OA | — | Pending | Jul 09, 2025 |
| 19202575 | CROSS-APPLICATION PROTOCOL DESCRIBING INTEGRATION DEPENDENCIES | IBRAHIM, MOHAMED | — | §103§112Other | Non-Final OA | — | Pending | May 08, 2025 |
| 19183238 | INTELLIGENT FIREWALL RULE HANDLING | LIN, AMIE CHINYU | — | §103 | Non-Final OA | — | Pending | Apr 18, 2025 |
| 19092343 | METADATA COMPRESSION FOR A SAAS SYSTEM | NGUYEN, QUANG N | — | DP | Non-Final OA | — | Pending | Mar 27, 2025 |
| 19060193 | SMART SELECTION OF DATA FIELDS DURING DATA ANALYSIS | NGUYEN, CINDY | 2156 | §103Other | Final Rejection | — | AI Ready | Feb 21, 2025 |
| 19029401 | RELATIONSHIP ANALYSIS USING VECTOR REPRESENTATIONS OF DATABASE TABLES | SHECHTMAN, CHERYL MARIA | 2167 | §103 | Non-Final OA | 39d | Pending | Jan 17, 2025 |
| 19007828 | TRIGGER-BASED GRAMMAR ENFORCEMENT IN LLM GENERATIONS | FOSTER JR., MICHAEL ALAN | 2654 | §103 | Non-Final OA | — | Pending | Jan 02, 2025 |
| 19006466 | RECONFIGURING COMMUNICATION FOR ENTITIES RUNNING ON A MULTIPLE AVAILABILITY ZONE CLOUD PLATFORM | IBRAHIM, MOHAMED | 2444 | §103Other | Non-Final OA | — | Pending | Dec 31, 2024 |
| 19002897 | DIGITAL WATERMARKING FOR AUTHENTICITY AND SECURITY IN LIFECYCLE MANAGEMENT OF DIGITAL CONTENT | DUNPHY, DAVID F | 2673 | §103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18984539 | GUIDED FUNCTION CALL CHAINING USING MULTI-ORDER PROBABILITIES | ROBINSON, GRETA LEE | 2163 | §112 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18981993 | ACTIONABLE INSIGHTS SYSTEM FOR ANALYZED DATA IN ANALYTICS CLOUD APPLICATIONS | BROWN, SARA GRACE | 3625 | §101§103 | Final Rejection | — | AI Ready | Dec 16, 2024 |
| 18980631 | EFFICIENT TUNING OF CHUNK INFLUENCE IN RETRIEVAL AUGMENTED GENERATION | HASSAN, ALI MOHAMAD | 2653 | §101§103 | Non-Final OA | — | Pending | Dec 13, 2024 |
| 18976715 | AUTOMATICALLY CREATING SOURCING EVENTS FROM FREE-FORM DATA | PULLIAS, JESSE SCOTT | 2655 | §103 | Non-Final OA | — | Pending | Dec 11, 2024 |
| 18974735 | SEMANTICALLY-AWARE LAYOUTS FOR FAILURE MODE AND EFFECTS ANALYSES | MAZUMDER, SAPTARSHI | 2612 | §103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18969362 | GENERALIZED ZERO-SHOT DEFECT DETECTION FRAMEWORK USING SEMANTIC SEGMENTATION AND LOCAL DATABASE | NAH, JONGBONG | 2674 | §103 | Non-Final OA | — | Pending | Dec 05, 2024 |
| 18968827 | ARTIFICIAL INTELLIGENCE POWERED DASHBOARD GUIDE | BLANKENAGEL, BRYAN S | 2658 | §101§102§103 | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18965478 | ORGANIZING HETEROGENEOUS TYPES OF PROMPTS IN A METADATA MODEL FOR EASIER INPUT | PEACH, POLINA G | 2165 | §101 | Non-Final OA | — | Pending | Dec 02, 2024 |
| 18965417 | CONTEXTUALIZED FILTERING OF LARGE LANGUAGE MODEL CONTENT | SHEPPERD, ERIC W | 2492 | §103 | Non-Final OA | — | Pending | Dec 02, 2024 |
| 18961957 | USER INTERACTION DATA MANAGEMENT | BAKER, IRENE H | 2152 | §101§103§112 | Non-Final OA | — | AI Ready | Nov 27, 2024 |
| 18957334 | INTELLIGENT PRODUCT RECOMMENDATION SYSTEM | SULTANA, NADIRA | 2653 | §101§103 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18949916 | RESOURCE-EFFICIENT MAINTENANCE OF DATABASE INDEXES | GLASSER, DARA J | 2161 | §101§103 | Non-Final OA | — | Pending | Nov 15, 2024 |
| 18944906 | TECHNIQUES FOR PAYMENT TERM OPTIMIZATION | CHEIN, ALLEN C | 3627 | §101§103 | Non-Final OA | — | Pending | Nov 12, 2024 |
| 18944997 | SYSTEMS AND METHODS FOR MODELING PROCESS-LEVEL INTERACTIONS | REYES, REGINALD R | 3684 | §103 | Non-Final OA | — | Pending | Nov 12, 2024 |
| 18937594 | HYBRID DATA STORAGE ARCHITECTURE FOR MULTI-TENANT SERVICES | HTAY, LIN LIN M | 2153 | §101§103 | Non-Final OA | — | Pending | Nov 05, 2024 |
| 18937589 | SESSION REUSE IN DIFFERENT BROWSING CONTEXTS | OLAEGBE, MUDASIRU K | 2495 | §103§112 | Final Rejection | — | Pending | Nov 05, 2024 |
| 18936463 | REPEATING CORRECTION SYSTEM | GARCIA-GUERRA, DARLENE | 3625 | §101§103 | Final Rejection | — | Pending | Nov 04, 2024 |
| 18928491 | CONTEXT-AWARE OCR CORRECTION USING LLM | JIA, XIN | 2663 | §103 | Non-Final OA | — | Pending | Oct 28, 2024 |
| 18928706 | LOCK-FREE READ ACCESS TO TREE DATA STRUCTURES AND VECTOR LIST | STANLEY, KAVITA | 2153 | §103 | Non-Final OA | — | Pending | Oct 28, 2024 |
| 18925194 | DATA CONTROL AND CUSTOMIZED REPORT GENERATION SYSTEM LEVERAGING LLM CAPABILITIES | SAINT CYR, LEONARD | 2658 | §102 | Non-Final OA | — | Pending | Oct 24, 2024 |
| 18921784 | DETECTING CROSS-SITE SCRIPTING VULNERABILITIES | HUSSAIN, TAUQIR | 2449 | §103 | Final Rejection | — | Pending | Oct 21, 2024 |
| 18918568 | EMBEDDINGS METADATA PREPROCESSOR FOR DOCUMENT BASES | WONG, LINDA | 2655 | §103 | Non-Final OA | — | Pending | Oct 17, 2024 |
| 18909950 | OBJECT RELATIONSHIP ANALYSIS USING FORCE-DIRECTED GRAPHS BASED ON OBJECT METRIC VALUES | HOANG, KEN | 2168 | §101§103 | Final Rejection | — | Pending | Oct 09, 2024 |
| 18910518 | ENHANCING INTERACTIONS WITH APPLICATIONS USING GENERATIVE AI | NGUYEN, QUYNH H | 2693 | §101§103 | Non-Final OA | — | Pending | Oct 09, 2024 |
| 18905526 | REAL-TIME CHANGE SUPPORT FOR CONDITIONAL SENTRIES IN CASE MANAGEMENT | OBAID, HAMZEH M | 3624 | §101§103 | Non-Final OA | — | Pending | Oct 03, 2024 |
| 18905760 | PROCESS FLOW AUTOMATION USING AI AGENTS | GOLDBERG, IVAN R | 3619 | §103 | Final Rejection | — | Pending | Oct 03, 2024 |
| 18903786 | DYNAMIC LOADING OF FILES USING ASYNCHRONOUS FORMAT | OBISESAN, AUGUSTINE KUNLE | 2156 | §101§103Other | Non-Final OA | 72d overdue | AI Ready | Oct 01, 2024 |
| 18902488 | Automated Configuration of Predictive Analytics Using Neural Language Models | ROBINSON, GRETA LEE | 2163 | §112 | Non-Final OA | — | Pending | Sep 30, 2024 |
| 18898860 | AUTOMATED PROMPT ENGINEERING PLATFORM | CHAVEZ, RODRIGO A | 2658 | §103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18894141 | CUSTOMIZED APPLICATION EXTENSIBILITY AND CODE GENERATION SYSTEM LEVERAGING LLM CAPABILITIES | PAN, HANG | 2193 | §101§103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18891179 | HIERARCHICAL DETERMINISTIC RECONCILIATION OF PROCEDURES ON DISTRIBUTED LEDGER NETWORK | OUSSIR, EL MEHDI | 3699 | §101§112 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18889606 | AUTOMATED CODE REPAIR USING GENERATIVE AI | COYER, RYAN D | 2191 | §103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18888745 | CLOUD DATABASE MANAGEMENT SYSTEM WITH TABLE INHERITANCE | PHILLIPS, III, ALBERT M | 2159 | §103 | Non-Final OA | — | Pending | Sep 18, 2024 |
| 18883018 | TASK DETERMINATION USING GENERATIVE AI | HENRY, MATTHEW D | 3625 | §101§103 | Non-Final OA | — | AI Ready | Sep 12, 2024 |
| 18818325 | MODULAR SUBSEQUENT GENERATIONS OF DEDICATED INTERMEDIATE REPRESENTATIONS | RIVERA, ANIBAL | 2192 | §103§112Other | Final Rejection | — | Pending | Aug 28, 2024 |
| 18814181 | INTELLIGENT MATRIX GENERATOR TO ARRANGE AND GENERATE TEST DATA SETS | SOLTANZADEH, AMIR | 2191 | §101§103§112 | Non-Final OA | — | Pending | Aug 23, 2024 |
| 18812717 | ENHANCING HUMAN-MACHINE INTERACTION WITH DYNAMIC CHUNKING AND SMART LOADING FOR NEXT GENERATION USER EXPERIENCES | HONG, STEPHEN S | — | §103 | Non-Final OA | — | Pending | Aug 22, 2024 |
| 18807763 | DATABASE SCHEMA MATCHING POWERED BY ARTIFICIAL INTELLIGENCE | MAHMOOD, REZWANUL | 2159 | §103 | Final Rejection | — | Pending | Aug 16, 2024 |
| 18800430 | SEMANTIC HASH MACHINE LEARNING FOR DUPLICATE TICKET IDENTIFICATION AND ALERTING | SHECHTMAN, CHERYL MARIA | 2164 | §103 | Non-Final OA | — | AI Ready | Aug 12, 2024 |
| 18794276 | SYSTEMS AND METHODS FOR CONTROLLING CONTENT GENERATION | NAZAR, AHAMED I | — | §103 | Non-Final OA | — | Pending | Aug 05, 2024 |
| 18790909 | AGGREGATION AND ANALYSIS OF DATA BASED ON COMPUTATIONAL MODELS | ALLEN, NICHOLAS E | 2154 | §101§103 | Non-Final OA | — | Pending | Jul 31, 2024 |
| 18788373 | EFFICIENT AND SECURE UNIVERSAL/APP LINKS | ABYANEH, ALI S | 2437 | §101§103 | Final Rejection | 10d overdue | AI Ready | Jul 30, 2024 |
| 18788928 | APPLICATION CONTAINERIZATION AND DEPLOYMENT SYSTEM LEVERAGING LARGE LANGUAGE MODEL (LLM) CAPABILITIES | SHAHABI, ARI ARASTOO | 3697 | §101§102§103 | Non-Final OA | — | Pending | Jul 30, 2024 |
| 18781215 | PARALLELIZED EXECUTION OF OPERATIONS IN DYNAMICALLY DEFINED PACKAGES | VU, TUAN A | 2193 | §101§102§103 | Non-Final OA | — | Pending | Jul 23, 2024 |
| 18766338 | CONTEXT PROVISIONING SYSTEM FOR LARGE LANGUAGE MODEL APPLICATIONS | FOSTER JR., MICHAEL ALAN | 2654 | §103 | Final Rejection | — | AI Ready | Jul 08, 2024 |
| 18760167 | FACILITATION OF SOFTWARE COMPONENT SOFTWARE SUPPORT DOCUMENT LINKS VIA MACHINE LEARNING | MALIK, ZEERICK ASIM | 2193 | §101§103 | Non-Final OA | — | Pending | Jul 01, 2024 |
| 18757195 | AUTOMATED UPDATE OF PROCESS TEMPLATES | HOANG, KEN | 2168 | §103 | Non-Final OA | — | Pending | Jun 27, 2024 |
| 18740317 | IMPACT QUOTIENT DETERMINATION FOR PRUNING TEST AUTOMATES | SALLEY, CHRISTOPHER JAMES | 2193 | §101§103§112 | Non-Final OA | — | Pending | Jun 11, 2024 |
| 18735479 | COMPLIANT DATA MANAGEMENT FOR CUSTOM OBJECTS | VUONG, CAO DANG | 2153 | §103 | Final Rejection | — | AI Ready | Jun 06, 2024 |
| 18735433 | MACHINE LEARNING ALGORITHMS FOR TABULAR DATA IMPUTATION | NGUYEN, KENNY | 2171 | §103 | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18735456 | MACHINE-LEARNING MODEL FOR TRAINING DATA GENERATION | BADAWI, ANGIE M | 2179 | §103 | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18732155 | ESTIMATION BASED JUST-IN-TIME COMPILING | AGUILERA, TODD | 2192 | §103§112 | Non-Final OA | — | Pending | Jun 03, 2024 |
| 18678587 | SOFTWARE APPLICATION TESTING WITH FLAKY TEST CASE DETECTION | NGUYEN, PHILLIP H | 2191 | §101§102 | Non-Final OA | — | Pending | May 30, 2024 |
| 18677679 | DATABASE MANAGEMENT WORKFLOW WITH CONTROLLING DOCUMENTS | ALLEN, BRITTANY N | 2169 | §101 | Final Rejection | 3d overdue | AI Ready | May 29, 2024 |
| 18672943 | APPLICATION PROGRAMMING INTERFACE INVOCATION | ONAT, UMUT | — | §101§103§112 | Non-Final OA | — | Pending | May 23, 2024 |
| 18666441 | ARTIFICIAL INTELLIGENCE-SUPPORTED SETUP AND EXECUTION OF BACKORDER PROCESSING | WALKER, MICHAEL JARED | 3627 | §101 | Non-Final OA | 70d | Pending | May 16, 2024 |
| 18665922 | KEY PHRASE EXTRACTION USING TEXTUAL AND EMBEDDING BASED UNSUPERVISED LEARNING WITH ENRICHED KNOWLEDGE BASE | CASTILLO-TORRES, KEISHA Y | 2659 | §101§103 | Final Rejection | — | Pending | May 16, 2024 |
| 18660078 | Automatic Performance Profiling of Backend Sessions | DARWISH, AMIR ELSAYED | 2199 | §103 | Final Rejection | 5d overdue | AI Ready | May 09, 2024 |
| 18658139 | USER INTERFACE ELEMENT GENERATION FOR DIGITAL ASSISTANTS | BHARGAVA, ANIL K | 2172 | §103 | Non-Final OA | — | Pending | May 08, 2024 |
| 18647650 | LOCAL KNOWLEDGE GRAPHS AND USE THEREOF | KEATON, SHERROD L | — | §103 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18646316 | MULTI-CLOUD RESOURCE SCHEDULER | DU, ZONGHUA A | 2444 | §103 | Final Rejection | — | AI Ready | Apr 25, 2024 |
| 18644500 | AUTOMATIC EVALUATION OF ARTIFICIAL INTELLIGENCE-GENERATED CODE SUGGESTIONS | RIVERA, ANIBAL | 2192 | §103§112 | Non-Final OA | 1d overdue | AI Ready | Apr 24, 2024 |
| 18642988 | ENTERPRISE OPERATION ASSISTANCE USING LARGE LANGUAGE MODELS | KASSIM, HAFIZ A | — | §101§103 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18642183 | LARGE LANGUAGE MODELS AND KNOWLEDGE GRAPHS FOR ENTERPRISE RESOURCE PLANNING SYSTEMS | TRAN, TAN H | — | §103§112 | Non-Final OA | — | Pending | Apr 22, 2024 |
| 18642094 | INTELLIGENT CONTENT GENERATION FOR PROCESS AUTOMATION | WEAVER, ADAM MICHAEL | 2658 | §101§103 | Final Rejection | — | Pending | Apr 22, 2024 |
| 18640147 | SMART FEEDBACK SYSTEM | SANTIAGO-MERCED, FRANCIS Z | 3625 | §101§102 | Non-Final OA | — | Pending | Apr 19, 2024 |
| 18637239 | APPLICATION SECURITY THROUGH DECEPTIVE AUTHENTICATION | MOHAMMADI, FAHIMEH M | 2439 | §103 | Non-Final OA | — | AI Ready | Apr 16, 2024 |
| 18630343 | AUTOSCALING FOR MICROSERVICES | ESPANA, CARLOS ALBERTO | — | §102§103§112 | Non-Final OA | — | Pending | Apr 09, 2024 |
| 18626702 | MODEL STACKING FOR SUPPORT TICKET CATEGORIZATION | SLACHTA, DOUGLAS M | 2193 | §101§103§112 | Non-Final OA | 47d | AI Ready | Apr 04, 2024 |
| 18613220 | MEDICINE MARKETPLACE SYSTEM | MISIASZEK, MICHAEL | 3688 | §101§103 | Final Rejection | 4d overdue | AI Ready | Mar 22, 2024 |
| 18609977 | DETECTING WEB APPLICATION VULNERABILITIES | PAULINO, LENIN | 2197 | §101 | Non-Final OA | 28d overdue | AI Ready | Mar 19, 2024 |
| 18601680 | MANAGING COMMENTS IN AN ANALYTIC APPLICATION | TILLERY, RASHAWN N | 2174 | §102 | Non-Final OA | — | Pending | Mar 11, 2024 |
| 18583089 | ENABLING NATURAL LANGUAGE INTERACTIONS IN PROCESS VISIBILITY APPLICATIONS USING GENERATIVE ARTIFICIAL INTELLIGENCE (AI) | DIVELBISS, MATTHEW H | 3624 | §101§103 | Non-Final OA | — | Pending | Feb 21, 2024 |
| 18441198 | RETRIEVAL AUGMENTED GENERATION BASED ON PROCESS ARTIFACTS | SOLTANZADEH, AMIR | 2191 | §101§103§112 | Non-Final OA | 71d | Pending | Feb 14, 2024 |
| 18436441 | DYNAMICALLY BALANCING JOB QUEUES | LIN, HSING CHUN | 2195 | §112 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18433670 | DATABASE CONNECTION MANAGEMENT FOR INTEGRATION FLOWS IN A CLOUD ENVIRONMENT | MUDRICK, TIMOTHY A | 4100 | §103 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18428355 | INTELLIGENT PROCESSING OF OPEN ITEMS IN MIXED RESOURCE ALLOCATION SCENARIOS | GOYEA, OLUSEGUN | 3627 | §101 | Final Rejection | — | Pending | Jan 31, 2024 |
| 18543047 | ENTERPRISE ENGAGEMENT USING MACHINE LEARNING IN DIGITAL WORKPLACE | PHAM, JESSICA THUY | — | §101§103§112 | Non-Final OA | — | Pending | Dec 18, 2023 |
| 18542016 | SYSTEM AND METHOD FOR DISPLAYING MULTIPLE ITEMS | ORR, HENRY W | 2172 | §101§112 | Final Rejection | 28d overdue | AI Ready | Dec 15, 2023 |
| 18539796 | PROJECT MANAGEMENT TOOL INTEGRATED WITH ARTIFICIAL INTELLIGENCE CHATBOT | BASEHOAR, ADAM L | 3992 | §101§103 | Final Rejection | 23d overdue | AI Ready | Dec 14, 2023 |
| 18538355 | INTEGRATING WEB3 ASSET ATTRIBUTES WITH WEB2 SYSTEMS | WORKU, SARON MATTHEWOS | 2408 | §103Other | Non-Final OA | — | Pending | Dec 13, 2023 |
| 18536895 | MACHINE LEARNING BASED SEAL DETECTION AND AUTHENTICATION | SOFRONIOU, MICHAEL MARIO | 2661 | §103 | Final Rejection | — | AI Ready | Dec 12, 2023 |
| 18536778 | TRANSITION OF PHYSICAL PROCESS ARTIFACTS FOR MIXED REALTY INTERACTIONS | CHU, DAVID H | 2616 | §103 | Non-Final OA | 27d | AI Ready | Dec 12, 2023 |
| 18535060 | INTELLIGENT RULE CONFIGURATION IN A COLLABORATION SYSTEM | SWARTZ, STEPHEN S | 3625 | §101§103 | Final Rejection | — | AI Ready | Dec 11, 2023 |
| 18533378 | GENERATING UNSTRUCTURED DATA FROM STRUCTURED DATA | SMITH, SEAN THOMAS | 2659 | §101§103 | Non-Final OA | — | Pending | Dec 08, 2023 |
| 18532686 | EXPERIENCE QUOTIENT | HOLZMACHER, DERICK J | 3625 | §101 | Final Rejection | 39d | AI Ready | Dec 07, 2023 |
| 18530561 | DIGITAL ASSISTANT IMPROVEMENT SYSTEM | CASTILLO-TORRES, KEISHA Y | 2659 | §103 | Non-Final OA | 9d | AI Ready | Dec 06, 2023 |
| 18530539 | DETERMINATION OF MICROSERVICES FROM APPLICATION WEB SERVICES | MITCHELL, JASON D | 2199 | §103 | Final Rejection | 52d overdue | AI Ready | Dec 06, 2023 |
| 18524173 | DISTRIBUTED TRANSACTION MANAGEMENT WITH TOKENS | FOROUHARNEJAD, FAEZEH | 2166 | §103Other | Final Rejection | 30d overdue | AI Ready | Nov 30, 2023 |
| 18505535 | EVALUATION HARMONIZER | HOLZMACHER, DERICK J | 3625 | §101 | Final Rejection | 83d | AI Ready | Nov 09, 2023 |
| 18387703 | OPTIMIZATION RESOURCE ALLOCATION OF SOFTWARE AS A SERVICE (SAAS) SYSTEM | NGUYEN, AN-AN NGOC | 2195 | §101§102§103 | Non-Final OA | — | Pending | Nov 07, 2023 |
| 18503962 | AI-AIDED TOOLS INTEGRATION FOR DEVELOPMENT MODELS | PHAM, JESSICA THUY | — | §101§103§112 | Non-Final OA | — | Pending | Nov 07, 2023 |
| 18386339 | GENERIC WEB PAGE EXTRACTION AND DATA COMPARISON FRAMEWORK | SMITH, BENJAMIN J | 2172 | §103 | Non-Final OA | 28d overdue | AI Ready | Nov 02, 2023 |
| 18499926 | PREDICTING HARDWARE SAFETY MARGIN | WILSON, YOLANDA L | 2113 | §101 | Final Rejection | 44d overdue | AI Ready | Nov 01, 2023 |
| 18498674 | PHASED CONFIGURATION CHANGES WITH FALLBACK OPTION | MARI VALCARCEL, FERNANDO MARIANO | 2159 | §103 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18496050 | ENTERPRISE CONFIGURATION ONBOARDING IN A CLOUD SYSTEM LANDSCAPE USING PROJECT LINE | BROWN, SARA GRACE | 3625 | §101§103 | Non-Final OA | — | Pending | Oct 27, 2023 |
| 18382908 | STANDARDIZED EVENT HANDLING FOR SENSOR INSTALLATIONS | WALKER, MICHAEL JARED | 3627 | §101§102 | Final Rejection | 23d overdue | AI Ready | Oct 23, 2023 |
| 18491350 | CONTEXT-AWARE PERSONAL APPLICATION MEMORY | NGUYEN, AN-AN NGOC | 2195 | §103 | Final Rejection | 2d overdue | AI Ready | Oct 20, 2023 |
| 18381447 | ENTERPRISE RESOURCE PLANNING SYSTEM WITH SUPPORT FOR INTERORGANIZATION SERVICE ORDER | TORRES CHANZA, GABRIEL JOSE | 3625 | §101§103 | Final Rejection | — | Pending | Oct 18, 2023 |
| 18488136 | SYSTEMS AND METHODS FOR ODATA API PERFORMANCE TESTING | CHEN, ZHI | 2196 | §102§103§112 | Final Rejection | 28d overdue | AI Ready | Oct 17, 2023 |
| 18486228 | DYNAMIC GENERATION OF MESH SERVICE | GILLS, KURTIS | 3624 | §101§103 | Final Rejection | — | AI Ready | Oct 13, 2023 |
| 18477761 | SELF-SUPERVISED PRETRAINING OF DOCUMENT INFORMATION EXTRACTION MODELS WITH INFORMATIVE WORD MASKING | KHAN, SHAHID K | 2146 | §103 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18474417 | TEST FRAMEWORK SUPPORTING PRECISE SELECTION OF TESTS FOR MICROSERVICE IN A CLOUD ENVIRONMENT | BOURZIK, BRAHIM | 2191 | §103 | Non-Final OA | — | Pending | Sep 26, 2023 |
| 18369065 | SUPPLEMENTATION OF LARGE LANGUAGE MODEL KNOWLEDGE VIA PROMPT MODIFICATION | ZHU, RICHARD Z | 2654 | §103 | Non-Final OA | 14d | AI Ready | Sep 15, 2023 |
| 18467165 | INCREMENTAL SOFTWARE DEVELOPMENT BASED ON BLUEPRINTS | TRAN, TRAVIS VIET | 2191 | §103 | Non-Final OA | 49d overdue | Pending | Sep 14, 2023 |
| 18455775 | DATA-PRIVACY-PRESERVING SYNTHESIS OF REALISTIC SEMI-STRUCTURED TABULAR DATA | LE, HUNG VAN | 2145 | §101§103 | Non-Final OA | — | Pending | Aug 25, 2023 |
| 18455072 | DATA EXTRACTION USING DIFFERENT TRAINED MODELS | MCLEAN, IAN SCOTT | 2654 | §103 | Non-Final OA | — | AI Ready | Aug 24, 2023 |
| 18229093 | COMPUTING OBJECT HAVING MACHINE LEARNING VALUE GENERATION METHOD | IDOWU, OLUGBENGA O | 2494 | §103 | Non-Final OA | — | Pending | Aug 01, 2023 |
| 18218262 | HARVESTING SCHEDULE RECOMMENDER | HOLZMACHER, DERICK J | 3625 | §101§103 | Final Rejection | — | Pending | Jul 05, 2023 |
| 18328439 | ADVANCED PLANNING AND EXECUTION OF ENTITY CLOSES | GAVIN, KRISTIN ELIZABETH | 3624 | §101§103§112 | Final Rejection | 25d overdue | AI Ready | Jun 02, 2023 |
| 18201958 | DEMAND FORECASTING TOOL FOR FOOD ESTABLISHMENTS | TORRES CHANZA, GABRIEL JOSE | 3625 | §101§103 | Final Rejection | 43d overdue | AI Ready | May 25, 2023 |
| 18318124 | Label Extraction and Recommendation Based on Data Asset Metadata | LE, MICHAEL | 2163 | §101§103§112 | Final Rejection | — | Pending | May 16, 2023 |
| 18196871 | INTELLIGENT SUBSTITUTION IN PROCESS AUTOMATION | EL-CHANTI, KARMA AHMAD | 3629 | §101 | Final Rejection | 10d overdue | AI Ready | May 12, 2023 |
| 18196836 | GENERATIVE ARTIFICAL INTELLIGENCE FOR SERVER GENERATION | SCHMIEDER, NICOLE A K | 2659 | §103 | Non-Final OA | — | Pending | May 12, 2023 |
| 18315876 | USER INTERFACE-BASED STORAGE MANAGEMENT | LUDWIG, PETER L | 3627 | §101§103 | Non-Final OA | — | Pending | May 11, 2023 |
| 18315145 | EVENT CLASSIFICATION IN CLOUD-NATIVE SYSTEMS | COLE, BRANDON S | 2128 | §101 | Final Rejection | 46d overdue | Pending | May 10, 2023 |
| 18312287 | MACHINE LEARNING MODEL WATERMARKING THROUGH FAIRNESS BIAS | CHEN, KUANG FU | 2143 | §103 | Final Rejection | 30d overdue | AI Ready | May 04, 2023 |
| 18305591 | Change Point Determination | DRAPEAU, SIMEON PAUL | — | §101 | Non-Final OA | — | Pending | Apr 24, 2023 |
| 18300447 | INTEGRATED SELF-CUSTODY CRYPTOGRAPHIC TRANSACTIONS | SHAHABI, ARI ARASTOO | 3697 | §103 | Non-Final OA | — | Pending | Apr 14, 2023 |
| 18298844 | RULE BASED PROCESS FLOW PREDICTION | XIA, XUYANG | 2143 | §101§102§103 | Non-Final OA | — | AI Ready | Apr 11, 2023 |
| 18123515 | Automated Batch Sizing of Background Jobs | SWIFT, CHARLES M | 2196 | §103 | Final Rejection | 29d overdue | AI Ready | Mar 20, 2023 |
| 18115231 | SPECIAL PURPOSE QUANTUM RESOURCES INTEGRATION | ABOU EL SEOUD, MOHAMED | 2148 | §101§103§112 | Final Rejection | — | AI Ready | Feb 28, 2023 |
| 18169364 | RESOLVING DEPENDENCY GRAPHS WITH CYCLES IN PARALLEL | NGUYEN, VAN H | 2199 | §102§103 | Final Rejection | — | Pending | Feb 15, 2023 |
| 18067096 | INPUT GENERATION FOR MULTIMODAL LEARNING BASED MACHINE LEARNING MODELS | AGRAWAL, SHISHIR | 2123 | §101§103 | Final Rejection | 23d overdue | AI Ready | Dec 16, 2022 |
| 18064710 | MULTI-MODE IDENTIFICATION OF DOCUMENT LAYOUTS | SHUI, MING | 2663 | §103 | Final Rejection | 23d | AI Ready | Dec 12, 2022 |
| 18061899 | Selecting Influencer Variables in Time Series Forecasting | SHALABY, AHMAD HUSSAM | 2187 | §103 | Final Rejection | 9d | AI Ready | Dec 05, 2022 |
| 17992334 | MACHINE LEARNING MODEL TRAINING WITH PRIVACY AND EXPLAINABILITY | MAHARAJ, DEVIKA S | 2123 | §101§103 | Final Rejection | 19d | AI Ready | Nov 22, 2022 |
| 17985995 | MACHINE LEARNING PIPELINE FOR DETERMINING DUPLICATE CRASH REPORTS IN SOFTWARE DEVELOPMENT | KWON, JUN | 2127 | §101§103 | Non-Final OA | — | Pending | Nov 14, 2022 |
| 17983278 | TRAVEL DISTANCE CALCULATION AND TASK SELECTION WITH INTELLIGENT BUFFERS | CAMPBELL, SHANNON S | 3628 | §101 | Non-Final OA | 29d | AI Ready | Nov 08, 2022 |
| 18053139 | AUTOMATION FRAMEWORK FOR MULTI-CLOUD QUOTA MANAGEMENT | CAO, DIEM K | 2196 | §103 | Final Rejection | — | AI Ready | Nov 07, 2022 |
| 17972138 | DATA OBJECT MANAGEMENT USING DATA OBJECT CLUSTERS | FILIPCZYK, MARCIN R | 2153 | §102 | Non-Final OA | 624d overdue | Pending | Oct 24, 2022 |
| 17957891 | DOMAIN-BASED LEARNING FOR AUTOENCODER MODELS | BOSTWICK, SIDNEY VINCENT | 2124 | §103 | Non-Final OA | 70d | Pending | Sep 30, 2022 |
| 17952107 | ARTIFICIAL INTELLIGENCE WORK CENTER | TAN, DAVID H | 2145 | §103 | Non-Final OA | 8d overdue | AI Ready | Sep 23, 2022 |
| 17948917 | EVENT ENGINE USING ACCESSIBLE SCENARIO LIBRARY | MANSFIELD, THOMAS L | 3624 | §101§103 | Final Rejection | 7d | AI Ready | Sep 20, 2022 |
| 17892902 | Result Explanation Using Template Populated from Homogenous Search | STORK, KYLE R | 2128 | §103§112 | Final Rejection | — | Pending | Aug 22, 2022 |
| 17819827 | INTELLIGENT SHELFWARE PREDICTION AND SYSTEM ADOPTION ASSISTANT | SWARTZ, STEPHEN S | 3625 | §101 | Final Rejection | 24d overdue | AI Ready | Aug 15, 2022 |
| 17805522 | SELF-SUFFICIENT ENCRYPTED DATABASE BACKUP FOR DATA MIGRATION AND RECOVERY | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | — | AI Ready | Jun 06, 2022 |
| 17742285 | AUTOMATED INTELLIGENCE FACILITATION OF ROUTING OPERATIONS | MAUNI, HUMAIRA ZAHIN | 2141 | §103§112 | Non-Final OA | — | Pending | May 11, 2022 |
| 17555245 | METHOD AND SYSTEM FOR LOCAL EXPLAINABILITY OF NEURAL NETWORK PREDICTION FIELD | HADDAD, MAJD MAHER | 2125 | §101 | Non-Final OA | 70d | Pending | Dec 17, 2021 |
| 17550650 | SELECTING DIFFERENTIAL PRIVACY PARAMETERS IN NEURAL NETWORKS | KOWALIK, SKIELER ALEXANDER | 2142 | §103 | Final Rejection | — | Pending | Dec 14, 2021 |
| 17455241 | COLUMN-DISTRIBUTED TREE-BASED DATA MINING ENGINES FOR BIG DATA IN CLOUD SYSTEMS | RIFKIN, BEN M | 2123 | §103 | Final Rejection | 5d | AI Ready | Nov 17, 2021 |
| 17508513 | APPLICATION SECURITY THROUGH GLOBAL LOCKOUT AND CAPTURE | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Final Rejection | 81d overdue | AI Ready | Oct 22, 2021 |
| 17499678 | MACHINE-LEARNED MODELS FOR PREDICTING DATABASE SIZE | ALLEN, NICHOLAS E | 2154 | §101 | Final Rejection | 27d | AI Ready | Oct 12, 2021 |
| 17469075 | PSEUDO-LABEL GENERATION USING AN ENSEMBLE MODEL | RAMESH, TIRUMALE K | 2121 | §103 | Final Rejection | — | Pending | Sep 08, 2021 |
| 17405859 | PRIOR ADJUSTED VARIATIONAL AUTOENCODER | KIM, SEHWAN | 2129 | §101§103 | Final Rejection | 15d | AI Ready | Aug 18, 2021 |
| 17203101 | AUTO-DETECTION OF FAVORABLE AND UNFAVORABLE OUTLIERS USING UNSUPERVISED CLUSTERING | HASTY, NICHOLAS | 2141 | §103 | Non-Final OA | — | Pending | Mar 16, 2021 |
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