--- title: MyDataWork Reviews meta_title: 'MyDataWork Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how MyDataWork works for a business like yours. date_modified: '2026-04-20' parent_category: name: IT Management url: https://www.g2.com/categories/it-management --- # MyDataWork Reviews **Vendor:** MyDataWork **Category:** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) ## About MyDataWork MyDataWork is a workspace for data analysts, analytics engineers, and BI developers who manage recurring work across multiple files, tools, and stakeholders. It brings together asset cataloging, data lineage visualization, use case tracking, business outcome measurement, and AI-powered analysis in one place built specifically for how analysts actually work. Most analytics teams operate without a central record of their work. Files live in folders. Context lives in people's heads. The value of data investment stays invisible until someone asks — and by then, reconstructing the answer takes longer than it should. MyDataWork fixes that at the individual analyst level and scales the benefit to managers, IT leaders, and the organization as a whole. Asset catalog and data lineage MyDataWork reads metadata from local files — Excel, SQL, Python, Alteryx, Tableau, Power BI, CSV — and cloud platforms including GitHub, dbt Cloud, Databricks, and Snowflake to build a live asset catalog automatically. No manual entry required. Data lineage is built from the same metadata, showing which files feed which reports and which pipelines support which dashboards. External dependencies — data sources referenced in files but not yet tracked — are surfaced with amber flagging so invisible risks become visible before they cause problems. Use case tracking and outcome measurement Analysts connect their assets to documented use cases that record what each deliverable is for, who depends on it, what the objective is, and how progress is measured against a baseline and target. Estimated and realized value is tracked across the portfolio. A statistical outlier detection layer flags reported values that look unusual relative to comparable work — helping analysts walk into stakeholder conversations with numbers they can defend. AI-powered analysis Six AI features help analysts go further: use case recommendations, reuse opportunity identification, automation candidate analysis, external marketplace data discovery, tool migration and modernization evaluation, and a context-aware workspace assistant available on every screen. Integrations and export MyDataWork integrates with Jira to push use case updates directly to tickets with one click. Portfolio summaries export as PowerPoint or PDF for leadership conversations and governance reviews — no app access required for stakeholders. Built for individual analysts and analytics teams of any size who want to organize their work, demonstrate its value, and hand off context without losing institutional knowledge. - [View MyDataWork pricing details and edition comparison](https://www.g2.com/products/mydatawork/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-17+04%3A52%3A12+-0500&secure%5Bsession_id%5D=1d5f1d98-b98b-4274-8b3b-5909ec9d78a0&secure%5Btoken%5D=bc3b286a527658588a9b4bac89f01298fadc9cdb70dbabd7489ca65e6c4e2471&format=llm_user) ## MyDataWork Features **Additional Functionality** - Data Cleansing - Data Extraction - Third-Party Integrations - Data Verification - Information Governance - Data Capture and Transfer - AI Copilot - Customizable Reports - Data Migration - Behavior Analytics - Real-Time Reporting - Interactive queries - Audit Trail - Multiple Data Sources - Document Storage - Access Controls/Permissions - User Management - AI/Machine Learning - Master Data Management - Task Scheduling - Data Import/Export - Monitoring - Customer Database - Audit Management - Reporting/Analytics - Data Visualization - Collaboration Tools - Workflow Management - Full Text Search - Compliance Management - Generative AI - Data Quality Control - Data Connectors - Automatic Backup - Activity Tracking - Activity Dashboard - Data Security - Data Analysis Tools - Data Synchronization - Metadata Management - Dashboard Creation - Visual Analytics - Secure Data Storage - Data Integration - Database Support **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations - Configurable Workflow - Rules-Based Workflow **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage - Data Visualization **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring - Real-Time Monitoring **Security** - Access Control - Roles Management - Compliance Management - Deletion Management - Access Controls/Permissions - User Management - Process Management - Audit Management - Metadata Management **Data Quality** - Data Preparation - Data Distribution - Data Unification **Maintainence** - Data Quality Management - Policy Management - Data Storage Management **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making - Third-Party Integrations - Active Directory Integration **Additional Functionality** - AI Copilot - Reporting & Statistics - Data Migration - Archiving & Retention - Data Capture and Transfer - Audit Trail - Data Synchronization - Single Sign On - Customizable Reports - Data Profiling - Authentication - Role-Based Permissions - Tagging - Secure Data Storage - Data Security - HIPAA Compliant - SSL Security - Risk Assessment - Data Mapping - Search/Filter - Self Service Portal - Multiple Data Sources - Document Storage - API - Activity Tracking - Automatic Backup - Visual Analytics ## Top MyDataWork Alternatives - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,333 reviews) - [Egnyte](https://www.g2.com/products/egnyte/reviews) - 4.4/5.0 (1,139 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,069 reviews)