Prosecution Insights
Prosecution Insights
148 pending office actions • 67 art units • 130 examiners • 64 of 148 (43%) have an AI response strategy ready • 488 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 63 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. 63 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 (10%) |
| §103 only | 106 (72%) |
| §102 only | 8 (5%) |
| §112 only | 2 (1%) |
| Double-patenting only | 2 (1%) |
| No statute on record | 15 (10%) |
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 |
|---|---|---|---|
| SHAHABI, ARI ARASTOO | 3 | 53.7% | +40.4% |
| HOLZMACHER, DERICK J | 3 | 44.7% | +29.5% |
| IBRAHIM, MOHAMED | 2 | 85.5% | +7.4% |
| SHECHTMAN, CHERYL MARIA | 2 | 71.5% | +28.9% |
| RIVERA, ANIBAL | 2 | 90.8% | +11.9% |
| DIVELBISS, MATTHEW H | 2 | 23.3% | +23.4% |
| CASTILLO-TORRES, KEISHA Y | 2 | 74.1% | +31.1% |
| WALKER, MICHAEL JARED | 2 | 56.5% | +31.0% |
| SLACHTA, DOUGLAS M | 2 | 82.4% | +18.1% |
| PHAM, JESSICA THUY | 2 | 16.7% | +0.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18644500 | AUTOMATIC EVALUATION OF ARTIFICIAL INTELLIGENCE-GENERATED CODE SUGGESTIONS | RIVERA, ANIBAL | 1d overdue |
| 18626702 | MODEL STACKING FOR SUPPORT TICKET CATEGORIZATION | SLACHTA, DOUGLAS M | 47d |
| 19202575 | CROSS-APPLICATION PROTOCOL DESCRIBING INTEGRATION DEPENDENCIES | IBRAHIM, MOHAMED | — |
| 18818325 | MODULAR SUBSEQUENT GENERATIONS OF DEDICATED INTERMEDIATE REPRESENTATIONS | RIVERA, ANIBAL | — |
| 18624614 | API TESTING FOR MULTI-TENANT SOFTWARE-AS-A-SERVICE | SLACHTA, DOUGLAS M | — |
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 |
|---|---|---|---|
| 18116792 | REQUIREMENTS DRIVEN MACHINE LEARNING MODELS FOR TECHNICAL CONFIGURATION | EL-BATHY, MOHAMED N | 50d overdue |
| 18315145 | EVENT CLASSIFICATION IN CLOUD-NATIVE SYSTEMS | COLE, BRANDON S | 46d overdue |
| 18609977 | DETECTING WEB APPLICATION VULNERABILITIES | PAULINO, LENIN | 28d overdue |
| 17819827 | INTELLIGENT SHELFWARE PREDICTION AND SYSTEM ADOPTION ASSISTANT | SWARTZ, STEPHEN S | 24d overdue |
| 18539796 | PROJECT MANAGEMENT TOOL INTEGRATED WITH ARTIFICIAL INTELLIGENCE CHATBOT | BASEHOAR, ADAM L | 23d overdue |
| 18390550 | ARTIFICIAL INTELLIGENCE-ASSISTED TRANSFORMATION OF UNSTRUCTURED PROCESSES TO STRUCTURED | MA, LISA | 27d |
| 17983278 | TRAVEL DISTANCE CALCULATION AND TASK SELECTION WITH INTELLIGENT BUFFERS | CAMPBELL, SHANNON S | 29d |
| 18532686 | EXPERIENCE QUOTIENT | HOLZMACHER, DERICK J | 39d |
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 |
|---|---|---|---|
| 18382908 | STANDARDIZED EVENT HANDLING FOR SENSOR INSTALLATIONS | WALKER, MICHAEL JARED | 23d overdue |
| 18644500 | AUTOMATIC EVALUATION OF ARTIFICIAL INTELLIGENCE-GENERATED CODE SUGGESTIONS | RIVERA, ANIBAL | 1d overdue |
| 18530561 | DIGITAL ASSISTANT IMPROVEMENT SYSTEM | CASTILLO-TORRES, KEISHA Y | 9d |
| 19029401 | RELATIONSHIP ANALYSIS USING VECTOR REPRESENTATIONS OF DATABASE TABLES | SHECHTMAN, CHERYL MARIA | 39d |
| 18532686 | EXPERIENCE QUOTIENT | HOLZMACHER, DERICK J | 39d |
| 18626702 | MODEL STACKING FOR SUPPORT TICKET CATEGORIZATION | SLACHTA, DOUGLAS M | 47d |
| 18791040 | LARGE LANGUAGE MODELS FOR ROBUST KPI CALCULATIONS | DIVELBISS, MATTHEW H | 49d |
| 18666441 | ARTIFICIAL INTELLIGENCE-SUPPORTED SETUP AND EXECUTION OF BACKORDER PROCESSING | WALKER, MICHAEL JARED | 70d |
| Art Unit | Apps |
|---|---|
| 3625 | 11 |
| 2192 | 7 |
| 3624 | 6 |
| 2193 | 5 |
| 2153 | 5 |
| 2654 | 4 |
| 3627 | 4 |
| 2199 | 4 |
| 2164 | 3 |
| 3697 | 3 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19228634 | RUNTIME STATISTICS FEEDBACK FOR QUERY PLAN COST ESTIMATION | LU, KUEN S | 2165 | — | Non-Final OA | — | Pending | Jun 04, 2025 |
| 19216442 | SHARED SUBPLAN PIPELINING INFERENCE | JAMI, HARES | 2164 | §102 | Non-Final OA | — | Pending | May 22, 2025 |
| 19202515 | CONTINUOUS INTEGRATION/CONTINUOUS DELIVERY PIPELINE ANALYZER | DUNCAN, MARC M | — | DP | Non-Final OA | — | Pending | May 08, 2025 |
| 19202575 | CROSS-APPLICATION PROTOCOL DESCRIBING INTEGRATION DEPENDENCIES | IBRAHIM, MOHAMED | — | §103 | Non-Final OA | — | Pending | May 08, 2025 |
| 19092343 | METADATA COMPRESSION FOR A SAAS SYSTEM | NGUYEN, QUANG N | — | DP | Non-Final OA | — | Pending | Mar 27, 2025 |
| 19075304 | PRIVATE SET INTERSECTION FROM BRANCHING PROGRAMS | TRAN, ELLEN C | — | §103 | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19075050 | LOG ENTRY BUFFER EXTENSION NETWORK | AHMED, MAHABUB S | 2434 | — | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19060193 | SMART SELECTION OF DATA FIELDS DURING DATA ANALYSIS | NGUYEN, CINDY | 2156 | §103 | 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 |
| 19006466 | RECONFIGURING COMMUNICATION FOR ENTITIES RUNNING ON A MULTIPLE AVAILABILITY ZONE CLOUD PLATFORM | IBRAHIM, MOHAMED | 2444 | — | Non-Final OA | — | Pending | Dec 31, 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 | §103 | Non-Final OA | — | AI Ready | Nov 27, 2024 |
| 18962004 | COLLECTION AND STORAGE OF PRIVACY PROTECTED DATA | LITTLE, VANCE M | 2494 | §103 | Non-Final OA | 71d | Pending | Nov 27, 2024 |
| 18936463 | REPEATING CORRECTION SYSTEM | GARCIA-GUERRA, DARLENE | 3625 | §103 | Final Rejection | — | Pending | Nov 04, 2024 |
| 18925424 | INTEGRATED SELF-CUSTODY CRYPTOGRAPHIC TRANSACTIONS | SHAHABI, ARI ARASTOO | 3697 | §103 | Non-Final OA | 72d | Pending | Oct 24, 2024 |
| 18903786 | DYNAMIC LOADING OF FILES USING ASYNCHRONOUS FORMAT | OBISESAN, AUGUSTINE KUNLE | 2156 | §103 | 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 |
| 18891179 | HIERARCHICAL DETERMINISTIC RECONCILIATION OF PROCEDURES ON DISTRIBUTED LEDGER NETWORK | OUSSIR, EL MEHDI | 3699 | §101 | Final Rejection | — | Pending | Sep 20, 2024 |
| 18888604 | SYSTEM AND METHOD FOR GENERATING AN EXECUTABLE DATA QUERY | SULTANA, NADIRA | 2653 | — | Non-Final OA | — | Pending | Sep 18, 2024 |
| 18887463 | DYNAMIC ANALYTICAL MODEL OPTIMIZATIONS | ROSTAMI, MOHAMMAD S | 2154 | §103 | Final Rejection | 14d | Pending | Sep 17, 2024 |
| 18883018 | TASK DETERMINATION USING GENERATIVE AI | HENRY, MATTHEW D | 3625 | §103 | Final Rejection | — | AI Ready | Sep 12, 2024 |
| 18818325 | MODULAR SUBSEQUENT GENERATIONS OF DEDICATED INTERMEDIATE REPRESENTATIONS | RIVERA, ANIBAL | 2192 | §103 | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18812717 | ENHANCING HUMAN-MACHINE INTERACTION WITH DYNAMIC CHUNKING AND SMART LOADING FOR NEXT GENERATION USER EXPERIENCES | HONG, STEPHEN S | — | — | Non-Final OA | — | Pending | Aug 22, 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 |
| 18791040 | LARGE LANGUAGE MODELS FOR ROBUST KPI CALCULATIONS | DIVELBISS, MATTHEW H | 3624 | §103 | Final Rejection | 49d | Pending | Jul 31, 2024 |
| 18790157 | AUTOMATED SOFTWARE FOR ADVANCED EXECUTION OF RESOURCE-RELATED JOBS | ANDERSON, SCOTT C | 3694 | §103 | Non-Final OA | — | Pending | Jul 31, 2024 |
| 18790909 | AGGREGATION AND ANALYSIS OF DATA BASED ON COMPUTATIONAL MODELS | ALLEN, NICHOLAS E | 2154 | §103 | Non-Final OA | — | Pending | Jul 31, 2024 |
| 18788928 | APPLICATION CONTAINERIZATION AND DEPLOYMENT SYSTEM LEVERAGING LARGE LANGUAGE MODEL (LLM) CAPABILITIES | SHAHABI, ARI ARASTOO | 3697 | §103 | Non-Final OA | — | Pending | Jul 30, 2024 |
| 18787200 | ROWLOCKING FOR DIVERSE STORES | EYERS, DUSTIN D | 2164 | §103 | Final Rejection | 61d | Pending | Jul 29, 2024 |
| 18771281 | DATA ENCODING USING IMAGES AND MACHINE LEARNING MODELS | DANG, DUY M | 2662 | — | Non-Final OA | — | Pending | Jul 12, 2024 |
| 18767012 | TABLE SEMIJOIN DYNAMIC PRUNING | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | 70d | Pending | Jul 09, 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 | §103 | Non-Final OA | — | Pending | Jul 01, 2024 |
| 18756219 | BUFFERING CLIENT FOR SYSTEM CONNECTION DETAILS | TRUONG, LAWRENCE QUANG | 2434 | §103 | Final Rejection | — | Pending | Jun 27, 2024 |
| 18756098 | IMMERSIVE VIRTUAL LOCATION CREATION USING GENERATIVE ARTIFICIAL INTELLIGENCE | DEMETER, HILINA K | 2617 | §103 | Non-Final OA | — | Pending | Jun 27, 2024 |
| 18745430 | DYNAMICALLY ADAPTING QUERY PLANS FOR DATABASE QUERIES | FERRER, JEDIDIAH P | 2153 | §103 | Non-Final OA | 55d | AI Ready | Jun 17, 2024 |
| 18740317 | IMPACT QUOTIENT DETERMINATION FOR PRUNING TEST AUTOMATES | SALLEY, CHRISTOPHER JAMES | 2193 | — | Non-Final OA | — | Pending | Jun 11, 2024 |
| 18735456 | MACHINE-LEARNING MODEL FOR TRAINING DATA GENERATION | BADAWI, ANGIE M | 2179 | — | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18735433 | MACHINE LEARNING ALGORITHMS FOR TABULAR DATA IMPUTATION | NGUYEN, KENNY | 2171 | — | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18732155 | ESTIMATION BASED JUST-IN-TIME COMPILING | AGUILERA, TODD | 2192 | §103 | Non-Final OA | — | Pending | Jun 03, 2024 |
| 18678587 | SOFTWARE APPLICATION TESTING WITH FLAKY TEST CASE DETECTION | NGUYEN, PHILLIP H | 2191 | §102 | Non-Final OA | — | Pending | May 30, 2024 |
| 18672943 | APPLICATION PROGRAMMING INTERFACE INVOCATION | ONAT, UMUT | — | §103 | Non-Final OA | — | Pending | May 23, 2024 |
| 18665922 | KEY PHRASE EXTRACTION USING TEXTUAL AND EMBEDDING BASED UNSUPERVISED LEARNING WITH ENRICHED KNOWLEDGE BASE | CASTILLO-TORRES, KEISHA Y | 2659 | §103 | Final Rejection | — | Pending | May 16, 2024 |
| 18666441 | ARTIFICIAL INTELLIGENCE-SUPPORTED SETUP AND EXECUTION OF BACKORDER PROCESSING | WALKER, MICHAEL JARED | 3627 | §101 | Non-Final OA | 70d | Pending | May 16, 2024 |
| 18644500 | AUTOMATIC EVALUATION OF ARTIFICIAL INTELLIGENCE-GENERATED CODE SUGGESTIONS | RIVERA, ANIBAL | 2192 | §103 | Final Rejection | 1d overdue | AI Ready | Apr 24, 2024 |
| 18642956 | MACHINE LEARNING-BASED SOFTWARE PATCH RECOMMENDATIONS | BODDEN, EVRAL E | 2193 | §103 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18642094 | INTELLIGENT CONTENT GENERATION FOR PROCESS AUTOMATION | WEAVER, ADAM MICHAEL | 2658 | §103 | Final Rejection | — | Pending | Apr 22, 2024 |
| 18637239 | APPLICATION SECURITY THROUGH DECEPTIVE AUTHENTICATION | MOHAMMADI, FAHIMEH M | 2439 | §103 | Non-Final OA | — | AI Ready | Apr 16, 2024 |
| 18635993 | DEPLOYABLE SOFTWARE ARTIFACTS CONTAINING DESIGN-TIME ARTIFACTS | DARWISH, AMIR ELSAYED | 2199 | §103 | Final Rejection | — | AI Ready | Apr 15, 2024 |
| 18632973 | SOLUTION UPGRADE RECOMMENDATION ENGINE | SINGLETARY, TYRONE E | 3625 | §103 | Final Rejection | 33d | AI Ready | Apr 11, 2024 |
| 18630343 | AUTOSCALING FOR MICROSERVICES | ESPANA, CARLOS ALBERTO | — | §103 | Non-Final OA | — | Pending | Apr 09, 2024 |
| 18626702 | MODEL STACKING FOR SUPPORT TICKET CATEGORIZATION | SLACHTA, DOUGLAS M | 2193 | §103 | Non-Final OA | 47d | AI Ready | Apr 04, 2024 |
| 18624614 | API TESTING FOR MULTI-TENANT SOFTWARE-AS-A-SERVICE | SLACHTA, DOUGLAS M | 2193 | §103 | Final Rejection | — | Pending | Apr 02, 2024 |
| 18619522 | INTEGRATION FLOW SCRIPT OPTIMIZATION USING GENERATIVE MODEL | NGUYEN, DUY KHUONG THANH | 2199 | §103 | Final Rejection | 85d | AI Ready | Mar 28, 2024 |
| 18613220 | MEDICINE MARKETPLACE SYSTEM | MISIASZEK, MICHAEL | 3688 | §103 | Final Rejection | 4d overdue | AI Ready | Mar 22, 2024 |
| 18612460 | GENERATION OF BOTS BASED ON OBSERVED BEHAVIOR | SAX, STEVEN PAUL | 2146 | §103 | Final Rejection | 52d overdue | AI Ready | Mar 21, 2024 |
| 18609977 | DETECTING WEB APPLICATION VULNERABILITIES | PAULINO, LENIN | 2197 | §101 | Final Rejection | 28d overdue | AI Ready | Mar 19, 2024 |
| 18602546 | PLUGGABLE CONTEXTUAL NAVIGATION FOR EMBEDDED ANALYTICS INTEGRATION | ULRICH, NICHOLAS S | 2179 | §103 | Non-Final OA | 62d | Pending | Mar 12, 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 | Non-Final OA | — | Pending | Feb 21, 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 |
| 18390550 | ARTIFICIAL INTELLIGENCE-ASSISTED TRANSFORMATION OF UNSTRUCTURED PROCESSES TO STRUCTURED | MA, LISA | 3628 | §101 | Non-Final OA | 27d | AI Ready | Dec 20, 2023 |
| 18543047 | ENTERPRISE ENGAGEMENT USING MACHINE LEARNING IN DIGITAL WORKPLACE | PHAM, JESSICA THUY | — | §103 | Non-Final OA | — | Pending | Dec 18, 2023 |
| 18541242 | PSEUDO VISUAL ELEMENT UI RENDERING | PARCHER, DANIEL W | 2174 | §103 | Non-Final OA | 61d | Pending | Dec 15, 2023 |
| 18542016 | SYSTEM AND METHOD FOR DISPLAYING MULTIPLE ITEMS | ORR, HENRY W | 2172 | §103 | Final Rejection | 28d overdue | AI Ready | Dec 15, 2023 |
| 18539796 | PROJECT MANAGEMENT TOOL INTEGRATED WITH ARTIFICIAL INTELLIGENCE CHATBOT | BASEHOAR, ADAM L | 3992 | §101 | Final Rejection | 23d overdue | AI Ready | Dec 14, 2023 |
| 18538940 | ERP SYSTEM AND BLOCKCHAIN MANAGEMENT SYSTEM INTEGRATION | ABDULLAEV, AMANULLA | 3692 | §101 | Non-Final OA | 56d | Pending | Dec 13, 2023 |
| 18538355 | INTEGRATING WEB3 ASSET ATTRIBUTES WITH WEB2 SYSTEMS | WORKU, SARON MATTHEWOS | 2408 | §103 | 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 |
| 18536806 | COMMON ARTIFACT MODELER | MILLS, FRANK D | 2194 | — | Non-Final OA | — | AI Ready | Dec 12, 2023 |
| 18536778 | TRANSITION OF PHYSICAL PROCESS ARTIFACTS FOR MIXED REALTY INTERACTIONS | CHU, DAVID H | 2616 | §103 | Final Rejection | 27d | AI Ready | Dec 12, 2023 |
| 18537626 | INTELLIGENT NATURAL LANGUAGE QUERIES VIA LARGE LANGUAGE MODEL AND USER INTERFACE ELEMENT METADATA | MCCORD, PAUL C | 2692 | §103 | Non-Final OA | 26d overdue | AI Ready | Dec 12, 2023 |
| 18535424 | INTEGRATION OF WEB3 OPERATIONS WITH ENTERPRISE WORKFLOWS | ULLAH, SHARIF E | 2495 | §112 | Final Rejection | — | Pending | Dec 11, 2023 |
| 18535552 | MANAGEMENT OF WEB3 ASSETS USING WEB2 TECHNOLOGY | ULLAH, SHARIF E | 2495 | — | Final Rejection | — | Pending | Dec 11, 2023 |
| 18535060 | INTELLIGENT RULE CONFIGURATION IN A COLLABORATION SYSTEM | SWARTZ, STEPHEN S | 3625 | §103 | Final Rejection | — | AI Ready | Dec 11, 2023 |
| 18534492 | CONVERSION OF SPATIAL AUDIO SIGNALS TO TEXTUAL OR HAPTIC DESCRIPTION | NI, SUHAN | 2691 | §102 | Final Rejection | 41d | Pending | Dec 08, 2023 |
| 18532686 | EXPERIENCE QUOTIENT | HOLZMACHER, DERICK J | 3625 | §101 | Non-Final OA | 39d | AI Ready | Dec 07, 2023 |
| 18530539 | DETERMINATION OF MICROSERVICES FROM APPLICATION WEB SERVICES | MITCHELL, JASON D | 2199 | §103 | Non-Final OA | 52d overdue | AI Ready | Dec 06, 2023 |
| 18530561 | DIGITAL ASSISTANT IMPROVEMENT SYSTEM | CASTILLO-TORRES, KEISHA Y | 2659 | §103 | Non-Final OA | 9d | AI Ready | Dec 06, 2023 |
| 18528931 | OPTIMIZED GEOGRAPHIC DISTRIBUTION BASED ON CURRENTLY UNAVAILABLE LOCATIONS | TUTOR, AARON N | 3627 | §103 | Final Rejection | — | AI Ready | Dec 05, 2023 |
| 18526237 | NESTED PARALLEL COPY OF ENTITIES DURING DATA MIGRATION | CASANOVA, JORGE A | 2165 | — | Non-Final OA | — | AI Ready | Dec 01, 2023 |
| 18524173 | DISTRIBUTED TRANSACTION MANAGEMENT WITH TOKENS | FOROUHARNEJAD, FAEZEH | 2166 | §103 | Final Rejection | 30d overdue | AI Ready | Nov 30, 2023 |
| 18525562 | CROSS-PHASE PARALLELIZATION AND OPTIMIZATION PLATFORM | LEE, ADAM | 2198 | — | Non-Final OA | — | Pending | Nov 30, 2023 |
| 18522697 | PATCH-BASED VULNERABILITY DISCOVERY USING MACHINE LEARNING | HOLLISTER, JAMES ROSS | 2499 | §103 | Final Rejection | — | Pending | Nov 29, 2023 |
| 18521376 | ENTERPRISE RESOURCE PLANNING SYSTEM WITH MANAGEMENT OF AUTOMATICALLY DEPLOYED DATA | CHOY, PAN G | 3624 | §103 | Final Rejection | 77d overdue | AI Ready | Nov 28, 2023 |
| 18519549 | INTERPRETABILITY OF CLASSIFICATION MODEL OUTPUT | LAHAM BAUZO, ALVARO SALIM | — | §103 | Non-Final OA | — | Pending | Nov 27, 2023 |
| 18508514 | IDENTIFICATION AND GENERATION OF FUNCTION CALLS USING GENERATIVE MODEL | BUI, HANH THI MINH | 2192 | §103 | Final Rejection | — | Pending | Nov 14, 2023 |
| 18388686 | TOKEN OPTIMIZATION THROUGH MINIMIZED PAYLOAD FOR LARGE LANGUAGE MODELS | TENGBUMROONG, NATHAN NARA | 2654 | §103 | Non-Final OA | — | Pending | Nov 10, 2023 |
| 18505535 | EVALUATION HARMONIZER | HOLZMACHER, DERICK J | 3625 | §101 | Final Rejection | 83d | AI Ready | Nov 09, 2023 |
| 18388020 | KNAPSACK-BASED RECOMMENDATION ENGINE | SOMERS, MARC S | — | — | Non-Final OA | — | Pending | Nov 08, 2023 |
| 18504451 | PROMPT ENGINEERING ENGINE | HU, XIAOQIN | 2168 | §103 | Non-Final OA | 26d overdue | AI Ready | Nov 08, 2023 |
| 18387703 | OPTIMIZATION RESOURCE ALLOCATION OF SOFTWARE AS A SERVICE (SAAS) SYSTEM | NGUYEN, AN-AN NGOC | 2195 | §103 | Non-Final OA | — | Pending | Nov 07, 2023 |
| 18503962 | AI-AIDED TOOLS INTEGRATION FOR DEVELOPMENT MODELS | PHAM, JESSICA THUY | — | §103 | 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 |
| 18496050 | ENTERPRISE CONFIGURATION ONBOARDING IN A CLOUD SYSTEM LANDSCAPE USING PROJECT LINE | BROWN, SARA GRACE | 3625 | §103 | Final Rejection | — | Pending | Oct 27, 2023 |
| 18382908 | STANDARDIZED EVENT HANDLING FOR SENSOR INSTALLATIONS | WALKER, MICHAEL JARED | 3627 | §102 | Final Rejection | 23d overdue | AI Ready | Oct 23, 2023 |
| 18381447 | ENTERPRISE RESOURCE PLANNING SYSTEM WITH SUPPORT FOR INTERORGANIZATION SERVICE ORDER | TORRES CHANZA, GABRIEL JOSE | 3625 | §103 | Final Rejection | — | Pending | Oct 18, 2023 |
| 18488136 | SYSTEMS AND METHODS FOR ODATA API PERFORMANCE TESTING | CHEN, ZHI | 2196 | §103 | Final Rejection | 28d overdue | AI Ready | Oct 17, 2023 |
| 18487510 | SYSTEMS AND METHODS FOR BUFFER MANAGEMENT DURING A DATABASE BACKUP | LEE, CHUN KUAN | 2181 | §103 | Final Rejection | 19d | AI Ready | Oct 16, 2023 |
| 18486228 | DYNAMIC GENERATION OF MESH SERVICE | GILLS, KURTIS | 3624 | §103 | Final Rejection | — | AI Ready | Oct 13, 2023 |
| 18377739 | SOFTWARE TEST RESULT AGGREGATION FRAMEWORK | BERMAN, STEPHEN DAVID | 2192 | §103 | Non-Final OA | 17d overdue | AI Ready | Oct 06, 2023 |
| 18376969 | EFFICIENT ASSIGNMENT OF RESOURCE-INTENSIVE COMPUTING JOBS | RASHID, WISSAM | 2195 | §102 | Non-Final OA | 24d overdue | AI Ready | Oct 05, 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 |
| 18371281 | PROFILE-BASED KNOWLEDGE EMBEDDING FOR AI-ASSISTED DEVELOPMENT | BERMAN, STEPHEN DAVID | 2192 | §103 | Non-Final OA | — | AI Ready | Sep 21, 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 |
| 18367798 | PROGRAMMING LANGUAGE TO INTERACT WITH LARGE LANGUAGE MODEL | CHOWDHURY, ZIAUL A. | 2192 | §103 | Final Rejection | 14d | Pending | Sep 13, 2023 |
| 18457009 | MESSAGE BASED EXPENSE CAPTURE AND CLASSIFICATION | CHONG CRUZ, NADJA N | 3623 | §103 | Non-Final OA | — | AI Ready | Aug 28, 2023 |
| 18455775 | DATA-PRIVACY-PRESERVING SYNTHESIS OF REALISTIC SEMI-STRUCTURED TABULAR DATA | LE, HUNG VAN | 2145 | — | 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 |
| 18228427 | DATABASE REPLICATION WITH HOST OPERATING PARAMETER UPDATE | FILIPCZYK, MARCIN R | 2153 | §103 | Final Rejection | 60d | Pending | Jul 31, 2023 |
| 18351191 | PATTERNED QUERY STATEMENTS WITH HINTS | HTAY, LIN LIN M | 2153 | §103 | Non-Final OA | 8d overdue | AI Ready | Jul 12, 2023 |
| 18218262 | HARVESTING SCHEDULE RECOMMENDER | HOLZMACHER, DERICK J | 3625 | §103 | Final Rejection | — | Pending | Jul 05, 2023 |
| 18327191 | RESERVING COMPUTING RESOURCES IN CLOUD COMPUTING ENVIRONMENTS | SHINE, NICHOLAS B | 2126 | §103 | Non-Final OA | 28d | AI Ready | Jun 01, 2023 |
| 18201958 | DEMAND FORECASTING TOOL FOR FOOD ESTABLISHMENTS | TORRES CHANZA, GABRIEL JOSE | 3625 | §103 | Non-Final OA | 43d overdue | AI Ready | May 25, 2023 |
| 18318124 | Label Extraction and Recommendation Based on Data Asset Metadata | LE, MICHAEL | 2163 | §103 | Final Rejection | — | Pending | May 16, 2023 |
| 18196836 | GENERATIVE ARTIFICAL INTELLIGENCE FOR SERVER GENERATION | SCHMIEDER, NICOLE A K | 2659 | §103 | Final Rejection | — | Pending | May 12, 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 | Non-Final OA | 30d overdue | AI Ready | May 04, 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 | §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 |
| 18116792 | REQUIREMENTS DRIVEN MACHINE LEARNING MODELS FOR TECHNICAL CONFIGURATION | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | 50d overdue | AI Ready | Mar 02, 2023 |
| 18115231 | SPECIAL PURPOSE QUANTUM RESOURCES INTEGRATION | ABOU EL SEOUD, MOHAMED | 2148 | §103 | Final Rejection | — | AI Ready | Feb 28, 2023 |
| 18176341 | DATABASE VIEW GENERATOR FOR SAFE OBJECT NAMES | GOFMAN, ALEX N | 2163 | §103 | Final Rejection | 98d overdue | AI Ready | Feb 28, 2023 |
| 18169410 | SYSTEMS AND METHODS FOR AUTOMATING SOFTWARE MIGRATIONS | CHEN, ZHI | 2196 | §103 | Non-Final OA | 27d | AI Ready | Feb 15, 2023 |
| 18169364 | RESOLVING DEPENDENCY GRAPHS WITH CYCLES IN PARALLEL | NGUYEN, VAN H | 2199 | §102 | Final Rejection | — | Pending | Feb 15, 2023 |
| 18067096 | INPUT GENERATION FOR MULTIMODAL LEARNING BASED MACHINE LEARNING MODELS | AGRAWAL, SHISHIR | 2123 | §103 | Final Rejection | 23d overdue | AI Ready | Dec 16, 2022 |
| 17992334 | MACHINE LEARNING MODEL TRAINING WITH PRIVACY AND EXPLAINABILITY | MAHARAJ, DEVIKA S | 2123 | §103 | Final Rejection | 19d | AI Ready | Nov 22, 2022 |
| 17985995 | MACHINE LEARNING PIPELINE FOR DETERMINING DUPLICATE CRASH REPORTS IN SOFTWARE DEVELOPMENT | KWON, JUN | 2127 | §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 |
| 18052078 | CLOUD COMPUTING RESOURCE MANAGEMENT | CASTANEDA, IVAN ALEXANDER | 2195 | §103 | Non-Final OA | 28d | AI Ready | Nov 02, 2022 |
| 17972138 | DATA OBJECT MANAGEMENT USING DATA OBJECT CLUSTERS | FILIPCZYK, MARCIN R | 2153 | §102 | Non-Final OA | 624d overdue | Pending | Oct 24, 2022 |
| 17959759 | Communications Interface Between Separate Systems Referencing Distributed Ledger | GIULIANI, GIUSEPPI J | 2153 | §103 | Non-Final OA | 81d overdue | Pending | Oct 04, 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 | §103 | Final Rejection | 7d | AI Ready | Sep 20, 2022 |
| 17892902 | Result Explanation Using Template Populated from Homogenous Search | STORK, KYLE R | 2128 | §103 | 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 |
| 17885078 | Object Lineage Analysis For Package Transport | NAZAR, AHAMED I | 2178 | §103 | Non-Final OA | — | AI Ready | Aug 10, 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 | Non-Final OA | — | Pending | May 11, 2022 |
| 17688528 | SEMANTIC-AWARE RULE-BASED RECOMMENDATION FOR PROCESS MODELING | GARNER, CASEY R | 2123 | §103 | Non-Final OA | 47d | Pending | Mar 07, 2022 |
| 17555234 | METHOD AND SYSTEM FOR GLOBAL EXPLAINABILITY OF NEURAL NETWORKS | PAULA, CESAR B | 2145 | §101 | Final Rejection | — | Pending | Dec 17, 2021 |
| 17508513 | APPLICATION SECURITY THROUGH GLOBAL LOCKOUT AND CAPTURE | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Final Rejection | 81d overdue | AI Ready | Oct 22, 2021 |
| 17469075 | PSEUDO-LABEL GENERATION USING AN ENSEMBLE MODEL | RAMESH, TIRUMALE K | 2121 | §103 | Final Rejection | — | Pending | Sep 08, 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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