Azure Data Catalog vs. Dataedo vs. ShiftWorx Comparison


Azure Data Catalog Microsoft	Dataedo	ShiftWorx FreePoint Technologies Inc.	+
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			Related Products DataHub DataHub Cloud is an event-driven AI & Data Context Platform that uses active metadata for real-time visibility across your entire data ecosystem. Unlike traditional data catalogs that provide outdated snapshots, DataHub Cloud instantly propagates changes, automatically enforces policies, and connects every data source across platforms with 100+ pre-built connectors. Built on an open source foundation with a thriving community of 13,000+ members, DataHub gives you unmatched flexibility to customize and extend without vendor lock-in. DataHub Cloud is a modern metadata platform with REST and GraphQL APIs that optimize performance for complex queries, essential for AI-ready data management and ML lifecycle support. 10 Ratings Visit Website AnalyticsCreator AnalyticsCreator is a metadata-driven data warehouse automation application for teams working in the Microsoft data ecosystem. It enables data engineers to design, generate, and maintain production-ready data products across Microsoft SQL Server, Azure Data Factory, and Microsoft Fabric. By using centralized metadata, AnalyticsCreator generates ELT pipelines, dimensional models, historization logic, and analytical models in a consistent, version-controlled way. This reduces manual implementation effort and tool sprawl while ensuring transparency through built-in lineage tracking and clear visibility into data dependencies and change impact. With CI/CD integration via Azure DevOps and GitHub, plus support for custom SQL, AnalyticsCreator helps data teams scale delivery, enforce standards, and maintain control as complexity grows. 46 Ratings Visit Website dbt dbt helps data teams transform raw data into trusted, analysis-ready datasets faster. With dbt, data analysts and data engineers can collaborate on version-controlled SQL models, enforce testing and documentation standards, lean on detailed metadata to troubleshoot and optimize pipelines, and deploy transformations reliably at scale. Built on modern software engineering best practices, dbt brings transparency and governance to every step of the data transformation workflow. Thousands of companies, from startups to Fortune 500 enterprises, rely on dbt to improve data quality and trust as well as drive efficiencies and reduce costs as they deliver AI-ready data across their organization. Whether you’re scaling data operations or just getting started, dbt empowers your team to move from raw data to actionable analytics with confidence. 239 Ratings Visit Website Semarchy xDM Use Semarchy unified data platform to experience xDM. Discover, govern, enrich, enlighten and manage data. You can easily transform data into insights with xDM and rapidly deliver data-rich applications with automated master data management. Its business-centric interfaces provide for rapid creation and adoption of data-rich applications, while automation rapidly generates applications to your specific requirements. Use the agile platform to quickly expand or evolve data applications. 64 Ratings Visit Website iPaper iPaper is a digital catalog platform that lets you convert your printed leaflets and catalogs into fully interactive digital shopping experiences. Capture shoppers' attention with product images and videos. Drive traffic and sales with in-catalog shopping over email, WhatsApp or directly integrated with your ecommerce webshop. The iPaper platform is built to fit your business and we offer advanced features to fully automate your setup. Getting started with iPaper is much more than just creating a catalog that looks good. It is built to help retailers create an automated interactive marketing channel that will drive traffic and inspire shoppers to buy. 41 Ratings Visit Website WebCatalog Desktop WebCatalog Desktop is our flagship product, built alongside Singlebox, a privacy-first multi-account browser, and Switchbar, a smart link handler that lets you choose which browser or profile to open links in—bringing even more flexibility and control to your digital workspace. WebCatalog Desktop is an all-in-one platform designed to help professionals and teams organize and manage all their web apps and accounts on Windows and macOS. It lets you transform any website into a standalone desktop app, eliminate browser tab overload, and easily switch between multiple accounts for the same service without constant logins. Each app runs in its own secure sandbox, safeguarding your data and preventing cross-site tracking. With unified notifications, customizable layouts, workspace grouping, and cross-platform sync, WebCatalog Desktop delivers a seamless, organized, and distraction-free digital workflow. 1 Rating Visit Website Nectar Build culture and guide employee behavior with Nectar Recognition software. Help employees feel valued, connected and engaged no matter where they work. Build camaraderie and celebrate wins both big and small consistently. Our customers improve culture, retention and renew year over due to the positive results. Our recognition & rewards platform enables everyone (peer to peer & manager to employees alike) to send meaningful recognition rooted in core values. Nectar has the most extensive rewards catalog so users can choose from company branded swag, Amazon products, gift cards or custom reward types. Integrate with your other tools like Slack and Teams to make sending recognition easy. We support top organizations like SHRM, MLB, Redfin, Heineken and more. 9,169 Ratings Visit Website Qloo Qloo is the “Cultural AI”, decoding and predicting consumer taste across the globe. A privacy-first API that predicts global consumer preferences and catalogs hundreds of millions of cultural entities. Through our API, we provide contextualized personalization and insights based on a deep understanding of consumer behavior and more than 575 million people, places, and things. Our technology empowers you to look beyond trends and uncover the connections behind people’s tastes in the world around them. Look up entities in our vast library spanning categories like brands, music, film, fashion, travel destinations, and notable people. Results are delivered within milliseconds and can be weighted by factors such as regionalization and real-time popularity. Used by companies who want to incorporate best-in-class data in their consumer experiences. Our flagship recommendation API delivers results based on demographics, preferences, cultural entities, metadata, and geolocational factors. 23 Ratings Visit Website D&B Connect Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. 189 Ratings Visit Website Plauti Plauti builds native data-quality apps that run entirely within your CRM. No data leaves your system, no external servers are used, and everything is controlled by your own admins without IT tickets. For Salesforce, Plauti covers the full data quality spectrum: > Prevent duplicates with real-time alerts that stop bad data at entry > Catch duplicates from integrations and imports > Run batch jobs to find and merge existing duplicates with full audit trails > Verify email addresses and phone numbers before they’re saved +postal+addonn Context All functionality runs on Salesforce infrastructure using your existing permissions and security. There’s no separate login, no data sync delays, and no compliance gaps. For Microsoft Dynamics 365, Plauti prevents duplicates with real-time alerts, API-based detection, batch processing, and cross-entity matching—giving CRM admins and data stewards direct, immediate control over data quality. 122 Ratings Visit Website
About In the new world of data, you can spend more time looking for data than you do analyzing it. Azure Data Catalog is an enterprise-wide metadata catalog that makes data asset discovery straightforward. It’s a fully-managed service that lets you—from analyst to data scientist to data developer—register, enrich, discover, understand, and consume data sources. Work with data in the tool of your choice. Data Catalog lets you find the data you need and use it in the tools you choose. Your data stays where you want it, and Data Catalog helps you discover and work with it where you want, with an intuitive user experience. ncrease broad adoption and continuous value creation across your data ecosystem. Data Catalog helps you get tips, tricks, and unwritten rules into an experience where everyone can get value. With Data Catalog, everyone can contribute. Democratize data asset discovery.	About Discover, document and manage your metadata. Dataedo is equipped with multiple automated metadata scanners that connect to various database technologies, extract data structures and metadata, and load them into the metadata repository. With a few clicks, build a catalog of your data and describe each element. Decrypt table and column names with business-friendly aliases, provide meaning and purpose of data assets with descriptions and user-defined custom fields. Use sample data to learn what data is stored in your data assets. Understand the data better before using it and make sure that the data is good quality. Ensure high data quality with data profiling. Democratize access to knowledge about data. Build data literacy, democratize data and empower everyone in your organization to make better use of your data with a lightweight on-premises data catalog. Boost data literacy through a data catalog.	About FreePoint Technologies' ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous improvement across the production floor. ▪ Production Management - Real-time information on machine performance, jobs, and operator workforce. ▪ Performance Analysis - Metrics at the machine, line or plant for historical, situational and predictive insights. ▪ Quality & Compliance - Benchmarking, standards and procedures to meet audit and compliance regulations. ▪ Team Member Development & Performance - Operators have better tools for creating value added work. ShiftWorx provides a ‘holistic’ shopfloor management platform that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise. Measure, Analyze, and Improve with ShiftWorx! Contact us for a complimentary consultation from our TPS experts! Schedule a software demo specific to your Industry today!
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Companies and users looking for an enterprise-wide metadata catalog that makes data asset discovery straightforward	Audience Data-driven organizations and developers searching for an on-premises data documentation and data catalog solution	Audience Manufacturers in need of a machine or process monitoring, and shopfloor management including production scheduling, standardized work instructions, andon, notifications and A.I. reporting.
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $1 per user per month Free Version Free Trial	Pricing $49 per month Free Version Free Trial	Pricing $125 Free Version Free Trial
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Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Microsoft Founded: 1975 United States azure.microsoft.com/en-us/services/data-catalog/	Company Information Dataedo dataedo.com	Company Information FreePoint Technologies Inc. Founded: 1989 Canada shiftworxmes.com/products-mes-saas/
Alternatives Apache Atlas Apache Software Foundation	Alternatives dbForge Documenter for Oracle Devart	Alternatives FourJaw
Axon Data Governance Informatica	dbForge Documenter for MySQL Devart	DELMIAworks Dassault Systemes
Dataedo	dbForge Documenter for SQL Server Devart	TrendMiner
Oracle Cloud Infrastructure Data Catalog Oracle	erwin Data Intelligence Quest Software	Steelhead Steelhead Technologies
Talend Data Catalog Qlik View All	Apache Atlas Apache Software Foundation View All	Shoplogix Smart Factory Platform Shoplogix View All
Categories Data Catalog Master Data Management Metadata Management	Categories Data Catalog Data Lineage Metadata Management Sensitive Data Discovery	Categories IoT IoT Analytics Manufacturing Manufacturing Analytics Manufacturing Execution Manufacturing Intelligence Predictive Analytics Process Manufacturing Production Scheduling Quality Management Shop Floor Management
		Show More Features IoT Features Application Development Big Data Analytics Configuration Management Connectivity Management Data Collection Data Management Device Management Performance Management Prototyping Visualization IoT Analytics Features Activity Dashboard Activity Tracking Analytics Asset Tracking Data Collection Data Synchronization Data Visualization ETL Multiple Data Sources Performance Analysis Real-Time Analytics Real-Time Data Real-Time Monitoring Status Tracking Manufacturing Features Accounting Integration ERP Maintenance Management MES MRP Purchase Order Management Quality Management Quotes/Estimates Reporting/Analytics Safety Management Shipping Management Manufacturing Execution Features Document Management Forecasting Quality Control Quote Management Resource Management Supplier Management Supply Chain Management Traceability Manufacturing Intelligence Features Aggregation Analysis Contextualization KPIs Propagation Visualization Predictive Analytics Features AI / Machine Learning Benchmarking Data Blending Data Mining Demand Forecasting For Education For Healthcare Modeling & Simulation Sentiment Analysis Production Scheduling Features "What If" Scenarios Automated Scheduling Bottleneck Optimization Capacity Planning Constraint Scheduling Job Scheduling Material Planning Priority-Based Scheduling Quality Control Quality Management Features Audit Management Complaint Management Compliance Management Corrective and Preventive Actions (CAPA) Defect Tracking Document Control Equipment Management ISO Standards Management Maintenance Management Risk Management Supplier Quality Control Training Management
Integrations AVEVA MES Amazon Aurora Amazon RDS Apache Cassandra Azure API Apps Azure API Management Azure Cosmos DB Azure DDoS E-Z-MRP Elasticsearch FileCatalyst Microsoft 365 Microsoft Azure MySQL Olono PostgreSQL RudderStack SQL Safe Backup Salesforce Upollo Show More Integrations View All 22 Integrations	Integrations AVEVA MES Amazon Aurora Amazon RDS Apache Cassandra Azure API Apps Azure API Management Azure Cosmos DB Azure DDoS E-Z-MRP Elasticsearch FileCatalyst Microsoft 365 Microsoft Azure MySQL Olono PostgreSQL RudderStack SQL Safe Backup Salesforce Upollo Show More Integrations View All 19 Integrations	Integrations AVEVA MES Amazon Aurora Amazon RDS Apache Cassandra Azure API Apps Azure API Management Azure Cosmos DB Azure DDoS E-Z-MRP Elasticsearch FileCatalyst Microsoft 365 Microsoft Azure MySQL Olono PostgreSQL RudderStack SQL Safe Backup Salesforce Upollo Show More Integrations View All 5 Integrations
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