[ Service... Reviews ](https://www.g2.com/products/servicenow-workflow-data-fabric/reviews) [ Service... Reviews ](https://www.g2.com/products/servicenow-workflow-data-fabric/reviews) # ServiceNow Workflow Data Fabric Features ##### ## Data Governance (3) User Access Management Allows administrators to assign role-based user access for specific data sets Dynamic Data Masking Hides and masks sensitive data automatically based on user permissions Data Lineage Provides historical insights into original data sources and transformations made to data sets Show More ##### ## Data Preparation (4) Search Offers simple search capabilities to discover specific data sets Data Quality and Cleansing Allows users and administrators to easily clean data to maintain quality and integrity Data Transformation Converts data formats of source data into the format required for the reporting system without mistakes Data Modeling Tools to (re)structure data in a manner that allows extracting insights quickly and accurately Show More ##### ## Collaboration (4) Commenting Allows users to comment on data sets to help future users better interact and interpret the data Profiling and Classification Permits profiling of data sets for increased organization, both by users and machine learning Business and Data Glossary Creates a business glossary for faster understanding by the average business user Metadata Management Indexes metadata descriptions for easier searching and enhanced insights Show More ##### ## Artificial Intelligence (3) Machine Learning Recommendations Automates recommendations for users based on machine learning functionality Natural Language Query Offers natural language querying functionality for non-technical users Automatic Data Cleansing Cleans data to improve quality via automation Show More ##### ## Automation Building (6) Visual Editor Provides a visual editor to easily create automation models. Workflow Recording Offers the ability to record processes performed by humans to be recreated by bots. Pre-Built Templates Provides templates for workflows and processes for easier automation creation. Custom Automation Allows developers to code custom automations. Collaboration Offers users the ability to reuse process automations and communicate with other team members around automation building. Ease of Bot Creation Allows non-technical users to create bots in an easy, intuitive manner. Show More ##### ## Bot Management & Execution (6) Bot Scheduling Equips administrators with the ability to schedule bot deployments in advance or on a consistent, regulated cadence. Attended Automation Automates processes that supplement human action, often requiring human intervention and collaboration. Unattended Automation Automates processes completely without the need for human intervention. Bot Performance Analytics Allows users to analyze the performance of bots via dashboards. Data and Product Security Insures data remains secure and compliant with industry standards. Scalability Able to support large deployments. Show More ##### ## Intelligent Automation (3) OCR Provides OCR capabilities in order to recognize text in documents and applications. Machine Learning Allows for intelligent automation whereby the bot can imitate human behavior by learning from behavioral patterns. NLP Provides NLP capabilities in order to understand text in documents and applications. Show More ##### ## Data Management (8) Data Integration Consolidate data from various disparate sources in a single unified view Data Discovery Understand the state of data, applications, systems and services Multi - Platform Manage data across environments (on-premises cloud, hybrid, and multi-cloud) Metadata Provides metadata management and lineage capabilities Data Integration Integrates data and data-related technologies into a single environment. Metadata Provides metadata management capabilities. Self-service Empowers the user via a self-service capability to manage data workflows. Automated workflows Completely automates end-to-end data workflows across the data integration lifecycle. Show More ##### ## Analytics (3) Data Analytics Supports advanced analytics solutions for better business decision making Analytics capabilities Provides a high performance, flexibile analytics platform to support data management and embrace data driven decision making. Dasboard visualizations Collect and displays metrics across the data integration via a dashboard. Show More ##### ## Security (3) Compliance Rules and regulations inherited from source systems or defined to secure sensitive data Governance Grant or restrict data access and control Data Protection Built - In Backup and Disaster Recovery Show More ##### ## Monitoring and Management (2) Data Observability Involved solely in monitoring data pipelines, sending alerts and troubleshooting data. Testing capabilities Deploys testing capabilities such as report testing, big data testing, cloud data migration testing, ETL and data warehouse testing. Show More ##### ## Cloud Deployment (2) Hybrid cloud support Supports analytical platforms and data pipelines across complex hybrid environments. Cloud migration capabilities Supports migration of component or pipeline to different cloud environments. Show More ##### ## Data management (5) Metadata Management Indexes metadata descriptions for enhanced insights. Automation Features Ensures automation of metadata across the organization. Dynamically improves data management processes. Collaboration Embedded collaboration using APIs and in-app integrations. Data Lineage Provides insights into original data sources and transformations made to data sets from source to consumption of data. Data Discovery Provides an interface to collect and evaluate data to identfy patterns and outliers. Show More ##### ## Reporting (3) Intelligent Insights Constantly processes metadata to provide intelligent insights. Actionable Insights Provides actionable insights, and generates notifications and alerts to help teams make informed decisions. Dashboards Supports 360 degree data visibility via a single dashboard. Show More ##### ## Generative AI (8) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ##### ## Agentic AI - Machine Learning Data Catalog (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - Data Fabric (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - DataOps Platforms (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - Robotic Process Automation (RPA) (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Microsoft Power Automate](https://images.g2crowd.com/uploads/product/hd_favicon/5977aed136e223552e7cfd6b6b4d268b/microsoft-power-automate.svg "Microsoft Power Automate") Microsoft Power Automate 4.4/5(1,097) ](https://www.g2.com/products/microsoft-power-automate/reviews) [ ![UiPath Agentic Automation](https://images.g2crowd.com/uploads/product/hd_favicon/52d1ee45d138a2ab66b69bb703ed76ce/uipath-agentic-automation.svg "UiPath Agentic Automation") UiPath Agentic Automation 4.6/5(7,581) ](https://www.g2.com/products/uipath-agentic-automation/reviews) [ ![Automation Anywhere Agentic Process Automation](https://images.g2crowd.com/uploads/product/hd_favicon/053673f927a7e9eaba122ebe77b4349a/automation-anywhere-agentic-process-automation.svg "Automation Anywhere Agentic Process Automation") Automation Anywhere Agentic Process Automation 4.5/5(5,622) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ View All Alternatives ](https://www.g2.com/products/servicenow-workflow-data-fabric/competitors/alternatives) ServiceNow Workflow Data Fabric Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_dd08426f9b1cd59deeab3d8fae3cd327/microsoft-power-automate.PNG "Product Avatar Image") Microsoft Power Automate 4.4/5(1,097) [ Compare Now ](https://www.g2.com/compare/microsoft-power-automate-vs-servicenow-workflow-data-fabric) ##### Categories on G2 [ Robotic Process Automation (RPA) ](https://www.g2.com/categories/robotic-process-automation-rpa)[ DataOps Platforms ](https://www.g2.com/categories/dataops-platforms)[ Data Fabric ](https://www.g2.com/categories/data-fabric) [ Machine Learning Data Catalog ](https://www.g2.com/categories/machine-learning-data-catalog)[ Active Metadata Management ](https://www.g2.com/categories/active-metadata-management) Show More ##### Explore More [ Which batch management platforms integrate cleanly with ERP systems like SAP or Microsoft Dynamics so batch records and lot data flow automatically into financial and inventory reporting without manual reconciliation? 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