| Utility: ENRICHED HIGH FIDELITY METRICS Filling date: 29 Oct 2025 Issue date: 10 Feb 2022 | 22 Oct 2021 | 10 Feb 2022 |
| Utility: REAL TIME MODEL CASCADES AND DERIVED FEATURE HIERARCHY Filling date: 29 Oct 2025 Issue date: 10 Feb 2022 | 5 Aug 2020 | 10 Feb 2022 |
| Utility: Automatic keyphrase labeling using search queries Filling date: 29 Oct 2025 Issue date: 8 Feb 2022 | 3 Feb 2020 | 8 Feb 2022 |
| Utility: System and method for error correcting coding of billing transactions for data management system user identity verification Filling date: 29 Oct 2025 Issue date: 8 Feb 2022 | 26 Jun 2019 | 8 Feb 2022 |
| Utility: Method and system for using machine learning techniques to identify and recommend relevant offers Filling date: 29 Oct 2025 Issue date: 8 Feb 2022 | 19 Jan 2018 | 8 Feb 2022 |
| Utility: SYSTEMS AND METHODS FOR IMPLEMENTING OVERLAPPING DATA CACHING FOR OBJECT APPLICATION PROGRAM INTERFACES Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 18 Oct 2021 | 3 Feb 2022 |
| Utility: PERSONALIZED MESSAGING AND CONFIGURATION SERVICE Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 3 Aug 2020 | 3 Feb 2022 |
| Utility: COMBINING RULES-BASED KNOWLEDGE ENGINEERING WITH MACHINE LEARNING PREDICTION Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 30 Jul 2020 | 3 Feb 2022 |
| Utility: METHOD AND SYSTEM FOR ANOMALY DETECTION BASED ON STATISTICAL CLOSED-FORM ISOLATION FOREST ANALYSIS Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 29 Jul 2020 | 3 Feb 2022 |
| Utility: UNSUPERVISED COMPETITION-BASED ENCODING Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 28 Jul 2020 | 3 Feb 2022 |
| Utility: DOCUMENT INFORMATION EXTRACTION FOR COMPUTER MANIPULATION Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 28 Jul 2020 | 3 Feb 2022 |
| Utility: GENERATING MACHINE RENDERABLE REPRESENTATIONS OF FORMS USING MACHINE LEARNING Filling date: 29 Oct 2025 Issue date: 3 Feb 2022 | 28 Jul 2020 | 3 Feb 2022 |
| Utility: Translating transaction descriptions using machine learning Filling date: 29 Oct 2025 Issue date: 1 Feb 2022 | 10 Jan 2020 | 1 Feb 2022 |
| Utility: Generating a minimum-cost circulation topology in a microservice mesh network Filling date: 29 Oct 2025 Issue date: 1 Feb 2022 | 30 Oct 2019 | 1 Feb 2022 |
| Utility: METHOD AND APPARATUS FOR PREDICTING EXPERIENCE DEGRADATION EVENTS IN MICROSERVICE-BASED APPLICATIONS Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 6 Oct 2021 | 27 Jan 2022 |
| Utility: PROCESSING AND RE-USING ASSISTED SUPPORT DATA TO INCREASE A SELF-SUPPORT KNOWLEDGE BASE Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 6 Oct 2021 | 27 Jan 2022 |
| Utility: GENERATING REPLACEMENT SENTENCES FOR A PARTICULAR SENTIMENT Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 6 Oct 2021 | 27 Jan 2022 |
| Utility: SUPERVISED MACHINE LEARNING ALGORITHM APPLICATION FOR IMAGE CROPPING AND SKEW RECTIFICATION Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 4 Oct 2021 | 27 Jan 2022 |
| Utility: CAPACITY-CONSTRAINED RECOMMENDATION SYSTEM Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 27 Jul 2020 | 27 Jan 2022 |
| Utility: ENCODER WITH DOUBLE DECODER MACHINE LEARNING MODELS Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 24 Jul 2020 | 27 Jan 2022 |
| Utility: CUSTOMIZED CREDIT CARD DEBT REDUCTION PLANS Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 23 Jul 2020 | 27 Jan 2022 |
| Utility: VALUE OVER REPLACEMENT FEATURE (VORF) BASED DETERMINATION OF FEATURE IMPORTANCE IN MACHINE LEARNING Filling date: 29 Oct 2025 Issue date: 27 Jan 2022 | 22 Jul 2020 | 27 Jan 2022 |
| Utility: Method and system for generating an application programming interface based on declarative schemas for individual services Filling date: 29 Oct 2025 Issue date: 25 Jan 2022 | 19 Mar 2020 | 25 Jan 2022 |
| Utility: REAL-TIME ANOMALY DETECTION Filling date: 29 Oct 2025 Issue date: 20 Jan 2022 | 20 Jul 2020 | 20 Jan 2022 |
| Utility: VECTORIZATION OF TRANSACTIONS Filling date: 29 Oct 2025 Issue date: 20 Jan 2022 | 17 Jul 2020 | 20 Jan 2022 |
| Utility: SEMANTIC AND STANDARD USER INTERFACE (UI) INTEROPERABILITY IN DYNAMICALLY GENERATED CROSS-PLATFORM APPLICATIONS Filling date: 29 Oct 2025 Issue date: 13 Jan 2022 | 27 Sep 2021 | 13 Jan 2022 |
| Utility: ACCOUNT PREDICTION USING MACHINE LEARNING Filling date: 29 Oct 2025 Issue date: 13 Jan 2022 | 13 Jul 2020 | 13 Jan 2022 |
| Utility: GENERALIZED METRIC FOR MACHINE LEARNING MODEL EVALUATION FOR UNSUPERVISED CLASSIFICATION Filling date: 29 Oct 2025 Issue date: 13 Jan 2022 | 9 Jul 2020 | 13 Jan 2022 |
| Utility: USE OF AUGMENTED REALITY FOR SERVICE PROJECTS Filling date: 29 Oct 2025 Issue date: 13 Jan 2022 | 7 Jul 2020 | 13 Jan 2022 |
| Utility: Predicting application conversion using eye tracking Filling date: 29 Oct 2025 Issue date: 11 Jan 2022 | 22 Mar 2021 | 11 Jan 2022 |
| Utility: Machine learning based product solution recommendation Filling date: 29 Oct 2025 Issue date: 11 Jan 2022 | 6 Nov 2019 | 11 Jan 2022 |
| Utility: System and method for automated data estimation for tax preparation Filling date: 29 Oct 2025 Issue date: 11 Jan 2022 | 1 Oct 2018 | 11 Jan 2022 |
| Utility: System and method for automatic learning of functions Filling date: 29 Oct 2025 Issue date: 11 Jan 2022 | 14 Oct 2016 | 11 Jan 2022 |
| Utility: Software management system Filling date: 29 Oct 2025 Issue date: 11 Jan 2022 | 29 Jan 2016 | 11 Jan 2022 |
| Utility: SYSTEM AND METHOD FOR DETECTING AND MAPPING DATA FIELDS FOR FORMS IN A FINANCIAL MANAGEMENT SYSTEM Filling date: 29 Oct 2025 Issue date: 6 Jan 2022 | 10 Aug 2021 | 6 Jan 2022 |
| Utility: System and method of performing patch-based document segmentation for information extraction Filling date: 29 Oct 2025 Issue date: 4 Jan 2022 | 30 Aug 2019 | 4 Jan 2022 |
| Utility: Integrated task registration and execution system Filling date: 29 Oct 2025 Issue date: 4 Jan 2022 | 29 Jul 2019 | 4 Jan 2022 |
| Utility: EMBEDDED REMOTE DESKTOP IN INTEGRATED MODULE Filling date: 29 Oct 2025 Issue date: 30 Dec 2021 | 21 May 2021 | 30 Dec 2021 |
| Utility: CONTEXTUAL MARKETING SYSTEM BASED ON PREDICTIVE MODELING OF USERS OF A SYSTEM AND/OR SERVICE Filling date: 29 Oct 2025 Issue date: 30 Dec 2021 | 30 Jun 2020 | 30 Dec 2021 |
| Utility: TRAINING AN ENSEMBLE OF MACHINE LEARNING MODELS FOR CLASSIFICATION PREDICTION Filling date: 29 Oct 2025 Issue date: 30 Dec 2021 | 30 Jun 2020 | 30 Dec 2021 |
| Utility: PERSONALIZED APPROACH TO MODELING USERS OF A SYSTEM AND/OR SERVICE Filling date: 29 Oct 2025 Issue date: 30 Dec 2021 | 30 Jun 2020 | 30 Dec 2021 |
| Utility: CLASSIFYING ORGANIZATIONS BASED ON TRANSACTIONAL DATA ASSOCIATED WITH THE ORGANIZATIONS Filling date: 29 Oct 2025 Issue date: 30 Dec 2021 | 30 Jun 2020 | 30 Dec 2021 |
| Utility: MINIMIZING REGRET THROUGH ACTIVE LEARNING FOR TRANSACTION CATEGORIZATION Filling date: 29 Oct 2025 Issue date: 30 Dec 2021 | 26 Jun 2020 | 30 Dec 2021 |
| Utility: Deep learning approach to mitigate the cold-start problem in textual items recommendations Filling date: 29 Oct 2025 Issue date: 28 Dec 2021 | 29 Nov 2019 | 28 Dec 2021 |
| Utility: SYSTEM AND METHOD FOR PROVIDING BEHAVIORAL-BASED PERSONALIZED NUDGES FOR CREATING SAVINGS GOALS Filling date: 29 Oct 2025 Issue date: 16 Dec 2021 | 10 Jun 2020 | 16 Dec 2021 |
| Utility: Methods to create and use responsive forms with externalized configurations and artifacts Filling date: 29 Oct 2025 Issue date: 14 Dec 2021 | 31 Oct 2019 | 14 Dec 2021 |
| Utility: SYSTEM AND METHOD FOR INCREASING EFFICIENCY OF GRADIENT DESCENT WHILE TRAINING MACHINE-LEARNING MODELS Filling date: 29 Oct 2025 Issue date: 9 Dec 2021 | 18 Aug 2021 | 9 Dec 2021 |
| Utility: Knowledge engine auto-generation of guided flow experience Filling date: 29 Oct 2025 Issue date: 7 Dec 2021 | 28 Aug 2020 | 7 Dec 2021 |
| Utility: Supervised machine learning algorithm application for image cropping and skew rectification Filling date: 29 Oct 2025 Issue date: 7 Dec 2021 | 1 Feb 2019 | 7 Dec 2021 |
| Utility: Systems and methods for analyzing and determining estimated data Filling date: 29 Oct 2025 Issue date: 7 Dec 2021 | 30 Jan 2019 | 7 Dec 2021 |
