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The latest version is 3.0.30 (20-Apr-2017). For a list of changes see the revision history.
Note: It requires .NET Framework 4.5.2 or higher installed
A set of tools distributed free of charge
Must-have tools for SQL Server database development, management and administration.
Plugins that add missing features to SQL Server Management Studio and improve your productivity while working with Microsoft SQL Server.
Must-have tools for MySQL database development, management and administration.
Must-have tools for Oracle database development, management and administration.
Must-have tools for PostgreSQL database development, management and administration.
An enhanced data connectivity solution built over ADO.NET architecture and a development framework with a number of innovative technologies.
The fastest way to create .NET applications, working with cloud data.
Drivers provide the Direct access to custom databases, which eliminates the use of database client libraries, simplifies the deployment process, and extends your application capabilities
Drivers provide the Direct access to custom cloud databases, which eliminates the use of database client libraries, simplifies the deployment process, and extends your application capabilities
A set of components for SQL Server Integration Services (SSIS) packages that provides easy to set up cost-effective data integration using SSIS ETL engine. Our components offer high performance data loading, convenient component editors, SQL support for cloud data sources and lots of data source specific features.
Excel add-ins that allow you to work with database data in Microsoft Excel as with usual Excel spreadsheets.
Excel add-ins that allow you to work with cloud data in Microsoft Excel as with usual Excel spreadsheets.
Data Access Components for Delphi, C++Builder, and Lazarus
A database-independent layer that defines common interface to provide fast access to SQL database servers from Delphi and C++Builder on Windows and Mac OS X for both 32-bit and 64-bit platforms
A set of tools that help developers to write code, conduct code reviews, compare sources, track the working hours with the web application and much more.
A set of tools that are dedicated to producing software targeting the Object-Role Modelling methodology
All-in-one cloud service that allows you to integrate, back up, access, and manage your cloud data.
A free tool for restoring lost definitions and decrypting SQL procedures, functions, triggers, and views in SQL Server databases.
Convenient GUI to SQL Trace for inspecting SQL Server Database Engine instance. The tool allows you to capture data about each server event.
A FREE add-in for SQL Server Management Studio that allows you to quickly search SQL objects and data in your databases.
Free on-line tool for SQL code formatting.
An advanced tool for Visual Studio, T4 Editor includes intellisense, syntax highlighting, code outlining and other features of a top-notch Visual Studio text editing add-in.
The tool provides visual monitoring of your database applications. dbMonitor performs per-component tracing of database events such as commit, rollback, SQL statement execute, creating and destroying components etc.
A powerful IDE for SQL Server management, administration, development, data reporting and analysis. The tool will help SQL developers to manage databases, speed up routine tasks, as well, as to make complex database changes.
Take a full control over database development and management with dbForge Developer Bundle for SQL Server with sensational discount in comparison with bying tools separately.
Grab the full power to handle changes in your databases with dbForge Compare Bundle for SQL Server. It will save you hours of work comparing and deploying SQL Server databases.
Tool for quick and safe schema comparison and synchronization, easy analysis of database structure differences, and deployment of changes to a required SQL Server.
Tune your SQL database comparison, quickly analyze differences in a well-designed user interface and effortlessly synchronize data via a convenient wizard.
Convenient and easy-to-use GUI tool for a fast generation of large volumes of SQL Server test table data. The tool includes a huge collection of predefined generators with sensible configuration options.
A tool for automatic generation of documentation for SQL Server databases. The tool supports HTML and PDF formats and allows configuring generation on multiple levels.
Tool for visual creation of any queries without code typing. Includes lots of innovative options for extended query results management.
Visual Studio plugin for database development and administration tasks. Explore and maintain existing databases, design compound SQL statements and queries, and manipulate data in different ways.
An add-in for SSMS and Visual Studio. The tool includes a wide range of code completion, formatting, and refactoring features for quick and high-quality coding.
A powerful SSMS add-in for managing SQL Server database changes in popular source control systems, delivering smooth workflow in a familiar interface.
An intuitive and convenient GUI for implementing automated unit testing based on the open-source tSQLt framework in SQL Server Management Studio.
An SSMS add-in for filling SQL databases with external source data and migrating data between systems, supporting 10+ widely used data formats.
A handy SSMS add-in for analyzing the status of SQL indexes, fixing issues with index fragmentation, and detecting databases that require maintanance.
MySQL and Maria DB management tool with well-designed GUI for easy database development and administration. Get the basic functionality of the MySQL and MariaDB front end management tool for free.
Set of tools for comparison and deployment of any MySQL and MariaDB schema or data changes. Get dbForge Schema Compare for MySQL and Maria DB, and dbForge Data Compare for MySQL products and save about 25%.
GUI tool for quick and easy MySQL and MariaDB database schema comparison and synchronization. It will help you analyze database structure differences, and effectively propagate changes to a required MySQL Server.
MySQL and MariaDB GUI tool for quick and easy data comparison and synchronization. Get a convenient way to manage data differences in a well-designed user interface, and customize synchronization.
A powerful GUI tool for generation of massive volumes of test data to populate MySQL database tables. The tool provides a great choice of meaningful generators that yield real-word data.
Visual tool for creating queries of any complexity without code typing. The tool provides a great amount of options to extend query results management.
Microsoft Visual Studio plugin for simplifying all MySQL and MariaDB database development and administration tasks in your favorite IDE.
IDE for easy development and maintenance of Oracle databases. The tool provides capabilities to browse and edit database objects, debug PL/SQL statements, run SQL statements, edit and export table data, and sync databases.
Set of tools for comparison and deployment of any Oracle schema or data changes. Get dbForge Schema Compare for Oracle and dbForge Data Compare for Oracle products and save about 25%.
Tool for safe comparison and synchronization of database schemas, easy analysis of database structure differences and deployment of changes to a required Oracle server.
Tool for safe and efficient comparison and synchronization of Oracle data, convenient data differences management in a well-designed interface. Get the basic functionality for free.
A GUI tool for populating Oracle schemas with tons of meaningful test data. The tool includes a vast collection of meaningful generators and supports all Oracle versions.
Microsoft Visual Studio plugin that allows you to accomplish all database development and administration tasks in your favorite IDE easily.
The tool for PostgreSQL is intended for quick and safe data comparison and synchronization, convenient management of data differences in a well-designed user interface, and customizable synchronization.
An enhanced ORM enabled data provider for Oracle with Direct connection mode (no need for OCI) and support for Entity Framework and LinqConnect ORMs.
An enhanced enhanced ORM enabled data provider MySQL built over ADO.NET architecture. It supports Entity Framework and LinqConnect ORMs and has its own ORM model designer – Entity Developer.
An enhanced database connectivity solution for PostgreSQL built over ADO.NET architecture and a development framework with a number of innovative technologies and support for Entity Framework and LinqConnect ORMs.
An enhanced database connectivity solution for SQLite built over ADO.NET architecture and a development framework with a number of innovative technologies and support for Entity Framework and LinqConnect ORMs.
An enhanced data provider built on ADO.NET technology and IBM DB2 .NET Data Provider, that provides advanced Entity Framework support along with it's own ORM Model designer, and other useful tools and features.
A database connectivity solution for SQL Server built over ADO.NET architecture and a development framework with number of innovative technologies.
A universal ADO.NET provider for access to data of different databases for the Microsoft .NET Framework.
An ADO.NET provider for accessing Salesforce data through the standard ADO.NET or Entity Framework interfaces.
An ADO.NET provider for working with Dynamics CRM data through the standard ADO.NET or Entity Framework interfaces.
An ADO.NET provider for working with SugarCRM data through the standard ADO.NET or Entity Framework interfaces
An ADO.NET provider for working with QuickBooks data through the standard ADO.NET or Entity Framework interfaces
An ADO.NET provider for working with FreshBooks data through the standard ADO.NET or Entity Framework interfaces
An ADO.NET provider for working with MailChimp data through the standard ADO.NET or Entity Framework interfaces
An ADO.NET provider for working with Salesforce Marketing Cloud data through the standard ADO.NET or Entity Framework interfaces
An ADO.NET provider for working with BigCommerce data through the standard ADO.NET or Entity Framework interfaces
An ADO.NET provider for working with Magento data through the standard ADO.NET or Entity Framework interfaces
Devart ODBC Driver for SQL Server provides high-performance and feature-rich connectivity solution for ODBC-based applications to access SQL Server databases directly, avoiding SQL Server Native Client, from Windows, MacOS, Linux, both 32-bit and 64-bit.
Devart ODBC Driver for SQL Azure provides high-performance and feature-rich connectivity solution for ODBC-based applications to access SQL Azure databases directly, avoiding SQL Azure native client software, from Windows, MacOS, Linux, both 32-bit and 64-bit, directly via TCP/IP avoiding SQL Server Native Client
Devart ODBC Driver for Oracle provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Oracle databases directly, avoiding Oracle Client, from Windows, MacOS, Linux, both 32-bit and 64-bit
Devart ODBC Driver for MySQL provides high-performance and feature-rich connectivity solution for ODBC-based applications to access MySQL databases directly, avoiding MySQL client library, from Windows, MacOS, Linux, both 32-bit and 64-bit
Devart ODBC Driver for PostgreSQL provides high-performance and feature-rich connectivity solution for ODBC-based applications to access PostgreSQL databases directly, avoiding PostgreSQL native client software, from from Windows, MacOS, Linux, both 32-bit and 64-bit
Devart ODBC Driver for Firebird provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Firebird databases from Windows, MacOS, Linux, both 32-bit and 64-bit
Devart ODBC Driver for InterBase provides high-performance and feature-rich connectivity solution for ODBC-based applications to access InterBase databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for SQLite provides high-performance and feature-rich connectivity solution for ODBC-based applications to access SQLite databases directly, by linking SQLite library statically into application, from Windows, MacOS, Linux, both 32-bit and 64-bit. ODBC Driver for SQLite also provides SQLite DB encryption to protect your data from unauthorized access.
Devart ODBC Driver for SAP Sybase Adaptive Server Enterprise provides high-performance and feature-rich connectivity solution for ODBC-based applications to access ASE databases directly, avoiding ASE client software, from Windows, MacOS, Linux, both 32-bit and 64-bit
Devart ODBC Driver for Salesforce provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Salesforce.com, Force.com cloud CRM and Database.com cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for Salesforce Marketing Cloud (formerly known as ExactTarget) provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Salesforce Marketing Cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for Dynamics CRM provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Dynamics CRM databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for SugarCRM provides high-performance and feature-rich connectivity solution for ODBC-based applications to access SugarCRM databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for Zoho CRM provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Zoho CRM databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for QuickBooks provides high-performance and feature-rich connectivity solution for ODBC-based applications to access QuickBooks cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for FreshBooks provides high-performance and feature-rich connectivity solution for ODBC-based applications to access FreshBooks cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for MailChimp provides high-performance and feature-rich connectivity solution for ODBC-based applications to access MailChimp cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for BigCommerce provides high-performance and feature-rich connectivity solution for ODBC-based applications to access BigCommerce cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for Magento provides high-performance and feature-rich connectivity solution for ODBC-based applications to access Magento cloud databases from Windows, both 32-bit and 64-bit
Devart ODBC Driver for NetSuite provides high-performance and feature-rich connectivity solution for ODBC-based applications to access NetSuite cloud databases from Windows, both 32-bit and 64-bit
A set of SSIS Data Flow components for SQL Server Integration Services (SSIS) packages that includes Source component with convenient editor and advanced SQL support, Lookup component with advanced caching for best performance, and Destination component with all DML operations support.
A set of SSIS Data Flow components for SQL Server Integration Services (SSIS) packages that includes Source component with convenient editor, Lookup component with advanced caching for best performance, and Destination component with all DML operations support.
Excel add-in that allows you to connect Microsoft Excel to Oracle, quickly and easily load data from Oracle to Excel, instantly refresh data in an Excel workbook from the database, edit these data, and save them back to Oracle
Excel add-in that allows you to connect Microsoft Excel to SQL Server or SQL Azure, easily load data from SQL Server or SQL Azure to Excel, refresh data in an Excel workbook from the database, edit these data, and save them back to SQL Server
Excel add-in that allows you to connect Microsoft Excel to MySQL or MariaDB, quickly load data from MySQL or MariaDB to Excel, instantly refresh data in an Excel workbook from the database, edit these data, and save them back to MySQL
Excel add-in that allows you to quickly and easily connect Microsoft Excel to PostgreSQL, load data from PostgreSQL to Excel, instantly refresh data in an Excel workbook from the database, edit these data, and save them back to PostgreSQL
Excel add-in that you to connect Microsoft Excel to an SQLite database, quickly and easily load data from an SQLite database to Excel, instantly refresh data in an Excel workbook from the database, edit these data, and save them back to the database
Excel add-in that allows you to connect Microsoft Excel to DB2, quickly and easily load data from DB2 to Excel, instantly refresh data in an Excel workbook from the database, edit these data, and save them back to DB2
Excel add-in that allows you to connect Microsoft Excel to BigCommerce, easily load data from BigCommerce to Excel, instantly refresh data in an Excel workbook from BigCommerce, edit these data, and save them back to BigCommerce
Excel add-in that allows you to connect Microsoft Excel to Microsoft Dynamics CRM, load data from Dynamics CRM to Excel, refresh data in an Excel workbook from Dynamics CRM, edit these data, and save them back to Dynamics CRM
Excel add-in that allows you to connect Microsoft Excel to FreshBooks, easily load data from FreshBooks to Excel, instantly refresh data in an Excel workbook from FreshBooks, edit these data, and save them back to FreshBooks
Excel add-in that allows you to connect Microsoft Excel to Freshdesk, easily load data from Freshdesk to Excel, instantly refresh data in an Excel workbook from Freshdesk, edit these data, and save them back to Freshdesk
Excel add-in that allows you to connect Microsoft Excel to G Suite, easily load data from G Suite to Excel, instantly refresh data in an Excel workbook from G Suite, edit these data, and save them back to G Suite
Excel add-in that allows you to connect Microsoft Excel to HubSpot, easily load data from HubSpot to Excel, instantly refresh data in an Excel workbook from HubSpot, edit these data, and save them back to HubSpot
Excel add-in that allows you to connect Microsoft Excel to Magento, quickly and easily load data from Magento to Excel, instantly refresh data in an Excel workbook from Magento, edit these data, and save them back to Magento
Excel add-in that allows you to connect Microsoft Excel to MailChimp, quickly and easily load data from MailChimp to Excel, instantly refresh data in an Excel workbook from MailChimp, edit these data, and save them back to MailChimp
Excel add-in that allows you to connect Microsoft Excel to Marketo, quickly and easily load data from Marketo to Excel, instantly refresh data in an Excel workbook from Marketo, edit these data, and save them back to Marketo
Excel add-in that allows you to connect Microsoft Excel to NetSuite, quickly and easily load data from NetSuite to Excel, instantly refresh data in an Excel workbook from NetSuite, edit these data, and save them back to NetSuite
Excel add-in that allows you to connect Microsoft Excel to QuickBooks Online, easily load data from QuickBooks to Excel, refresh data in an Excel workbook from QuickBooks, edit these data, and save them back to QuickBooks
Excel add-in that allows you to connect Microsoft Excel to Salesforce, quickly and easily load data from Salesforce to Excel, instantly refresh data in an Excel workbook from Salesforce, edit these data, and save them back to Salesforce
Excel add-in that allows you to connect Microsoft Excel to Salesforce Marketing Cloud, easily load data from Salesforce Marketing Cloud to Excel, instantly refresh data in an Excel workbook from Salesforce Marketing Cloud, edit these data, and save them back to Salesforce Marketing Cloud
Excel add-in that allows you to connect Microsoft Excel to Shopify, quickly and easily load data from Shopify to Excel, instantly refresh data in an Excel workbook from Shopify, edit these data, and save them back to Shopify
Excel add-in that allows you to connect Microsoft Excel to SugarCRM, quickly and easily load data from SugarCRM to Excel, instantly refresh data in an Excel workbook from SugarCRM, edit these data, and save them back to SugarCRM
Excel add-in that allows you to connect Microsoft Excel to Zendesk, quickly and easily load data from Zendesk to Excel, instantly refresh data in an Excel workbook from Zendesk, edit these data, and save them back to Zendesk
Excel add-in that allows you to connect Microsoft Excel to Zoho CRM, quickly and easily load data from Zoho CRM to Excel, instantly refresh data in an Excel workbook from Zoho CRM, edit these data, and save them back to Zoho CRM
EntityDAC is an ORM for Delphi with LINQ support. It provides a powerful framework that allows to perform object-relational mapping of database objects to Delphi classes with full support for encapsulation, inheritance, polymorphism and other OOP features. To retrieve data from a database, LINQ is used as a database independent query engine. In addition, there is a feature-rich ORM modeling tool available – Entity Developer, that allows to create and edit your ORM models visually, and generate Delphi entity classes by this model automatically.
Universal Data Access Components (ODAC) is a powerful tool for developing cross-database client/server applications in Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, Mac OS X, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms. UniDAC provides a unified interface to access popular database servers such as Oracle, Microsoft SQL Server, MySQL, InterBase, Firebird, PostgreSQL, SQLite, DB2, Microsoft Access, Advantage Database Server, Adaptive Server Enterprise, and more other databases.
Being a feature-rich and high-performance library of components that provides native connectivity to Oracle from Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, MacOS, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms, Oracle Data Access Components (ODAC) aims to assist programmers in developing of fast and native Oracle applications. It provides both possibility of connection to Oracle by means of native Oracle data access and directly via TCP/IP without involving Oracle Client.
Being a feature-rich and high-performance library of components that provides direct and native connectivity to SQL Server from Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, MacOS, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms, SQL Server Data Access Components (SDAC) aims to assist programmers in developing of fast and native SQL Server database applications. It provides both possibility of connection to SQL Server by means of native SQL Server data access and directly via TCP/IP without involving SQL Server Native Client.
Being a feature-rich and high-performance library of components that provides direct access to MySQL from Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, Mac OS X, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms, MySQL Data Access Components (MyDAC) aims to assist programmers in developing of fast and native MySQL applications. It provides an additional opportunity to work with MySQL directly via TCP/IP without involving MySQL client library.
Being a feature-rich and high-performance library of components that provides native connectivity to InterBase and Firebird from Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, Mac OS X, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms, InterBase and Firebird Data Access Components (IBDAC) aims to assist programmers in developing of fast and native Interbase and Firebird applications. IBDAC-based applications connect to the server directly using the InterBase or Firebird client.
Being a feature-rich and high-performance library of components that provides native connectivity to PostgreSQL from Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, Mac OS X, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms, PostgreSQL Data Access Components (PgDAC) aims to assist programmers in developing of fast and native PostgreSQL applications. It provides opportunity to work with PostgreSQL directly via TCP/IP without involving PostgreSQL Client.
Being a feature-rich and high-performance library of components that provides native connectivity to SQLite from Delphi, C++Builder, Lazarus (and Free Pascal) under Windows, Mac OS X, iOS, Android, Linux, and FreeBSD for both 32-bit and 64-bit platforms, SQLite Data Access Components (LiteDAC) aims to assist programmers in developing of fast and native SQLite applications. LiteDAC provides an opportunity to work with SQLite directly by static linking of SQLite library in an application. To protect your data from unauthorized access, LiteDAC provides a powerful and customizable SQLite Database Encryption engine.
VirtualDAC (formerly known as VirtualTable) consists of components - TVirtualQuery, TVirtualTable and TVirtualDataSet - that provide such capabilities as working with non-tabular data, performing SQL-queries to data in memory or to data from sources in different RDBMS'es etc., that are not available for standard data access components.
dbExpress is a database-independent layer that defines common interface to provide direct access to Oracle from Delphi and C++Builder on Windows and Mac OS X for both 32-bit and 64-bit platforms. Direct Mode allows to avoid using Oracle Client, that increases developed application performance and simplyfies deployment process.
dbExpress is a database-independent layer that defines common interface to provide direct access to SQL Server from Delphi and C++Builder on Windows for both 32-bit and 64-bit platforms. Direct Mode allows to avoid using SQL Server Native Client, that increases developed application performance and simplyfies deployment process.
dbExpress is a database-independent layer that defines common interface to provide direct access to MySQL from Delphi and C++Builder on Windows and Mac OS X for both 32-bit and 64-bit platforms. Direct Mode allows to avoid using MySQL client library, that increases developed application performance and simplyfies deployment process.
dbExpress is a database-independent layer that defines common interface to provide fast access to InterBase and Firebird from Delphi and C++Builder on Windows and Mac OS X for both 32-bit and 64-bit platforms
dbExpress is a database-independent layer that defines common interface to provide direct access to PostgreSQL from Delphi and C++Builder on Windows and Mac OS X for both 32-bit and 64-bit platforms. Direct Mode allows to avoid using PostgreSQL client software, that increases developed application performance and simplyfies deployment process.
dbExpress Driver for SQLite is a database-independent layer that defines common interface to provide direct access to SQLite from Delphi and C++Builder on Windows and Mac OS X for both 32-bit and 64-bit platforms. SQLite library is statically linked into developed applications, that increases application performance and simplyfies deployment process. dbExpress Driver for SQLite also has support for SQLite database encryption to protect your data from unauthorized access.
Code Compare adds value to Review Assistant when tools are used together. That's why they are sold in code review bundle. Buying the bundle saves you money on both tools.
A peer code review tool for Visual Studio. The tool includes lightweight support for formal code review, allows defect and discussion tracking, integrates with code comparison tools and version control systems to facilitate working with code changes.
A popular comparison tool for file and folder comparison and merging, Code Compare takes into account specifics of programming languages (C#, Visual Basic, XML, XAML, etc.), supports two- and three- way comparison and merge.
SecureBridge is a library of Delphi and C++Builder components for Windows, MacOS, iOS, Android, Linux, FreeBSD, both 32-bit and 64-bit, designed to protect connections between computers and trusted networks against unauthorized access.
The tool provides visual monitoring of your database applications. It performs per-component tracing of database events: commit, rollback, SQL statement execute, creating and destroying components, connection pooling events etc.
TMetric is a time tracking web application for IT-professionals and companies. The tool will help individuals and organizations to be more productive. TMetric provides time tracking, work session monitoring, reporting tools, integrations and more.
A powerful modelling and code generation tool for ADO.NET Entity Framework, NHibernate, Telerik Data Access, LinqConnect, and LINQ to SQL
A Visual Studio add-in that allows you to execute LINQ queries at design time directly from Visual Studio without starting a debug session and provides a powerful ORM profiler for Entity Framework, NHibernate, LINQ to SQL, and LinqConnect.
A fast and easy to use ORM solution, developed closely to the Microsoft LINQ to SQL technology
Wizard-based integration with no effort, no coding, and no need for special knowledge, performed completely in a cloud
Automatic daily and anytime manual cloud backup with search, view, and export of backed up data and one-click data restore.
Online SQL editor with visual Query Builder tool to query and manage data with SQL and view them in a grid or as charts.
Connectivity-as-a-service solution that provides standard OData interface to connect to various data sources.