[ Talend ... Reviews ](https://www.g2.com/products/talend-data-fabric/reviews) [ Talend ... Reviews ](https://www.g2.com/products/talend-data-fabric/reviews) # Talend Data Fabric Features ##### ## Functionality (6) Identification Correctly identify inaccurate, incomplete, or duplicated data from a data source. Correction Utilize deletion, modification, appending, merging, or other methods to correct bad data. Normalization Standardize data formatting for uniformity and easier data usage. Preventative Cleaning Clean data as it enters the data source to prevent mixing bad data with cleaned data. Data Matching Finds duplicates using the fuzzy logic technology or an advance search feature. Real-Time Data Receive data and information in real time Show More ##### ## Management (5) Reporting Provide follow-up information after data cleanings through a visual dashboard or reports. Automation Automatically run data identification, correction, and normalization on data sources. Quality Audits Schedule automated audits to identify data anomalies over time based on set business rules. Dashboard Gives a view of the entire data quality management ecosystem. Governance Allows user role-based access and actions to authorization for specific tasks. Show More ##### ## Data Management (4) 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 Show More ##### ## Analytics (1) Data Analytics Supports advanced analytics solutions for better business decision making 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 ##### ## Generative AI (5) 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. Generative AI Use AI to generate content in the form of text, images, videos, etc. 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 ##### ## Additional Functionality (35) Metadata Management Indexes metadata descriptions for easier searching and enhanced insights Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Search/Filter Search and filter data across systems to locate required information by entering keywords or certain criteria Workflow Management Create, design and manage workflows for repetitive tasks AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Third-Party Integrations Set up connections to third-party platforms to improve business processes Data Synchronization Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency Data Import/Export Import and export data to and from software applications Customizable Rules Rules followed by the software/AI can be configured by users to suit their specific needs Master Data Management Verify, organize, manage & store enterprise data assets in a centralized repository Monitoring Observe and track the demand, usage, progress or quality of a system, product, or user Data Transformation Translate EDI formats into data suitable for use with company applications. Multiple Data Sources Allows users to manage data from a number of sources Self Service Portal Online portal through which end users can access the system, manage tasks, or obtain information Customer Database A collection of customer information such as contact details, demographics, previous interactions, etc. Data Verification Process of checking different types of data for accuracy to avoid errors or inconsistencies Data Migration Move from one database to another, or upgrade the version of database software being used Multi-Language Manage and support multiple languages Single Sign On Allow users to access multiple services after entering their login credentials once Duplicate Detection Compare new data with existing records to detect duplicate entries Email Address Extraction Extract email addresses from multiple data sources Reporting/Analytics View and track pertinent metrics to find patterns and gain insights from data Data Profiling Examines, analyzes, and organizes data to create relevant summaries or graphs. Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Data Mapping Track the management and flow of data throughout the organization Address Validation Verifies and confirms the accuracy of an address Match & Merge Looking at data from different sources and finding possible duplicates, or identical matches Performance Metrics A set of indicators that tracks the performance of networks, applications, systems, teams, etc. Visual Analytics Interact with data visualization elements, such as charts and graphs, to drill down into data Version Control Track revisions and updates made to files and navigate between different versions API Application programming interface that allows for integration with other systems/databases Data Capture and Transfer Import, collect, and capture data from multiple sources Access Controls/Permissions Define levels of authorization for access to specific files or systems Compliance Management Track and manage adherence to policies for any service, product, process, or supplier Data Discovery Discover and connect variety of data sources to the application for analysis Show More ## Top-Rated Alternatives [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(763) ](https://www.g2.com/products/snowflake/reviews) [ ![Amazon Redshift](https://images.g2crowd.com/uploads/product/hd_favicon/1528476479/amazon-redshift.svg "Amazon Redshift") Amazon Redshift 4.3/5(404) ](https://www.g2.com/products/amazon-redshift/reviews) [ ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") Google Cloud BigQuery 4.5/5(1,223) ](https://www.g2.com/products/google-cloud-bigquery/reviews) [ View All Alternatives ](https://www.g2.com/products/talend-data-fabric/competitors/alternatives) Talend Data Fabric Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_27be12ac5b94725bae7650ca3c5a9f88/talend-cloud-data-integration.jpg "Product Avatar Image") Talend Cloud Data Integration 4.3/5(105) [ Compare Now ](https://www.g2.com/compare/talend-cloud-data-integration-vs-talend-data-fabric) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake 4.5/5(763) [ Compare Now ](https://www.g2.com/compare/snowflake-vs-talend-data-fabric) ##### Categories on G2 [ Data Quality ](https://www.g2.com/categories/data-quality)[ Big Data Integration Platforms ](https://www.g2.com/categories/big-data-integration-platforms)[ Data Fabric ](https://www.g2.com/categories/data-fabric) ##### Explore More [ Which software vendor is considered the most reliable in online brand protection and anti-counterfeiting based on actual user experience rather than marketing claims? 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