Data Integration Tools

TrustRadius Top Rated for 2023

Top Rated Products

(1-5 of 6)

1
Astera Centerprise

Centerprise Data Integrator is an integration platform that includes tools for data integration, data transformation, data quality, and data profiling.

2
SAP Data Intelligence

SAP Data Intelligence is presented by the vendor as a single solution to innovate with data. It provides data-driven innovation in the cloud, on premise, and through BYOL deployments. It is described by the vendor as the new evolution of the company's data orchestration and management…

3
TIBCO Integration (including BusinessWorks and Flogo)

TIBCO Integration is used to connect diverse business solutions, data sources, and devices into a single, seamless system.

4
TIBCO Data Virtualization

TIBCO Data Virtualization is an enterprise data virtualization solution that orchestrates access to multiple and varied data sources and delivers the datasets and IT-curated data services foundation for nearly any solution.

5
SQL Server Integration Services

Microsoft's SQL Server Integration Services (SSIS) is a data integration solution.

All Products

(1-25 of 193)

1
TIBCO Integration (including BusinessWorks and Flogo)

TIBCO Integration is used to connect diverse business solutions, data sources, and devices into a single, seamless system.

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2
Matillion

Matillion is a productivity platform for data teams. Matillion's Data Productivity Cloud helps data teams – coders and non-coders alike – to move, transform, and orchestrate data pipelines with the goal of empowering teams to deliver quality data at a speed and scale that matches…

3
Domo

Domo is a full self-service business intelligence software that combines several data analysis and reporting tools into one platform. It helps users connect to multiple data sources, create robust visual reports, manage their data, send messages in real-time, manage projects, and…

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4
SQL Server Integration Services

Microsoft's SQL Server Integration Services (SSIS) is a data integration solution.

5
SAP Data Intelligence

SAP Data Intelligence is presented by the vendor as a single solution to innovate with data. It provides data-driven innovation in the cloud, on premise, and through BYOL deployments. It is described by the vendor as the new evolution of the company's data orchestration and management…

6
Astera Centerprise

Centerprise Data Integrator is an integration platform that includes tools for data integration, data transformation, data quality, and data profiling.

7
TIBCO Data Virtualization

TIBCO Data Virtualization is an enterprise data virtualization solution that orchestrates access to multiple and varied data sources and delivers the datasets and IT-curated data services foundation for nearly any solution.

8
SolarWinds Task Factory

According to the vendor, SolarWinds Task Factory saves time managing tedious ELT/ETL tasks with high-performing SQL Server Integration Services (SSIS) components that can be used within the Visual Studio environment to connect to nearly any data source. Task Factory’s components…

9
Boomi

Boomi is a cloud-based, on-premise, or hybrid integration platform. It offers a low-code/no-code interface with the capacity for API and EDI connections for integrating with external organizations and systems, as well as compliance with data protection regulations.

10
Qlik Replicate

Qlik Replicate enables organizations to accelerate data real-time replication, ingestion and streaming via change data capture, across a wide range of heterogeneous databases, data warehouses and data lake platforms.

11
Pentaho

Pentaho is a suite of open source business intelligence and analytics products, now offered and supported by Hitachi Data Systems since the June 2015 acquisition.

12
Oracle Data Integrator (ODI)

Oracle Data Integrator is an ELT data integrator designed with interoperability other Oracle programs. The program focuses on a high-performance capacity to support Big Data use within Oracle.

13
Dataloader.io

Dataloader.io delivers a cloud based solution to import and export information from Salesforce.

14
SnapLogic

SnapLogic is a cloud integration platform with a self-service capacity supported by over 450 prebuilt modifiable connectors. SnapLogic also offers real-time and batch integration processes for interfacing with external data sources, a drag-and-drop interface, and use of the vendors’…

15
Informatica PowerCenter

Informatica PowerCenter is a metadata driven data integration technology designed to form the foundation for data integration initiatives, including analytics and data warehousing, application migration, or consolidation and data governance.

16
Skyvia

Skyvia is a cloud platform for no-coding data integration (both ELT and ETL), automating workflows, cloud to cloud backup, data management with SQL, CSV import/export, creating OData services, etc. The vendor says it supports all major cloud apps and databases, and requires no software…

17
Talend Data Integration

The Talend Integration Suite, from Talend, is a set of tools for data integration.

18
Informatica Intelligent Cloud Integration Services

Informatica’s Intelligent Cloud Services (IICS) platform is a solution for synchronizing and integrating cloud and on-premise applications. It offers prebuilt connectors and actions between applications and programs, allowing for data transformation within the program, as well as…

19
SAS Data Management

A suite of solutions for data connectivity, enhanced transformations and robust governance. Solutions provide a unified view of data with access to data across databases, data warehouses and data lakes. Connects with cloud platforms, on-premises systems and multicloud data sources.…

20
Talend Open Studio

Talend Open Studio is an open source integration software, used to build basic data pipelines or execute simple ETL and data integration tasks, get graphical profiles of data, and manage files from a locally installed, open-source environment.

21
Toad Data Point

Toad Data Point is a cross-platform, self-service, data-integration tool that simplifies data access, preparation and provisioning. It provides data connectivity and desktop data integration, and with the Workbook interface for business users, it provides simple-to-use visual query…

22
COZYROC

COZYROC SSIS+ is a suite of 240+ advanced components for developing ETL solutions with Microsoft SQL Server Integration Services. The vendor states that COZYROC is an easy-to-use, code-free library of tasks, components and reusable scripts that aim to significantly cut development…

23
IBM DataStage

IBM® DataStage® is a data integration tool that helps users to design, develop and run jobs that move and transform data. At its core, the DataStage tool supports extract, transform and load (ETL) and extract, load and transform (ELT) patterns. A basic version of the software is…

24
Clear Analytics

Clear Analytics is a business intelligence solution that enables non technical end users to perform analytics by leveraging existing knowledge of Excel coupled with a built in query builder. Some key features include: Dynamic Data Refresh, Data Share and In-Excel Collaboration.

25
Fivetran

Fivetran replicates applications, databases, events and files into a high-performance data warehouse, after a five minute setup. The vendor says their standardized cloud pipelines are fully managed and zero-maintenance. The vendor says Fivetran began with a realization: For modern…

Data Integration Tools TrustMap

TrustMaps are two-dimensional charts that compare products based on trScore and research frequency by prospective buyers. Products must have 10 or more ratings to appear on this TrustMap.

Learn More About Data Integration Tools

What are Data Integration Tools?

The need for data integration emerges from complex data center environments where multiple different systems are creating large volumes of data. This data must be understood in aggregate, rather than in isolation. Data integration is nothing more than a technique and technology for providing a unified and consistent view of enterprise-wide data.

Data Integration Tools Features & Capabilities

  • Ability to process data from a wide variety of sources such as mainframes, enterprise applications, spreadsheets, proprietary databases, etc.
  • Ability to process unstructured data from social media, email, web pages, etc.
  • Syntactic and semantic checks to make sure data conforms to business rules and policies
  • Deduplication and removal of incorrectly or improperly formatted data
  • Support for metadata

Types of Data Integration

There are several different approaches to achieving this goal which are quite different to each other and essentially solve slightly different problems: The main technologies for data integration are Extract, Transform Load (ETL), Enterprise Application Integration (EAI), and Enterprise Information Integration (EII), or data virtualization as it is more often called today.

Products listed in this category belong to the ETL data integration approach. Unlike the other listed approaches, ETL is designed for data migration and integration of large volumes of data to provide a basis for decision-making.

What is ETL?

ETL is a process whereby large volumes of required data are extracted from various databases and converted into a common format. The data is then cleaned, and loaded into the specialized reporting database called a data warehouse. It is then available for standard reporting purposes.

The data used in ETL can come from any source including flat files, Excel data, application data like CRM or ERP data, or mainframe application data. Perhaps the most difficult part of the process is the “Transform” component. Here, not only must the data be cleansed and any duplicates removed, but the software also has to resolve data consistency issues. It applies rules to consistently convert data to the appropriate form for the data warehouse or repository.

Once the data has been loaded into a data warehouse it is available for querying by business intelligence front-end processes that can pull consolidated data into reports and dashboards.

ETL Tools Comparison

When comparing ETL tools and data integration products, consider the following criteria:

Deployment: Many cloud-based and SaaS products are available. Cloud-based deployment can be simpler and leaner, especially for teams with limited IT infra structure. However, you’ll sacrifice some level of control and customization. An on-premise solution gives you more control, but at the price of more infrastructure and support staff. If you handle sensitive data, you’ll also need to make sure that your cloud provider has appropriate compliance and encryption.

Open-Source vs Proprietary: Open-source data integration tools are reliable, time-tested alternatives to proprietary software. They’re often cheaper, too. However, open-source tools aren’t great for new users or engineers that need a polished, UX-focused workflow. They’re best for experienced users that are prepared to fully engage with the software’s customization and integration capabilities.

Existing Ecosystem: ETL and data integration tools are designed to be flexible, but it’s almost universally simpler to pick a tool that’s designed with your existing tech stack in mind. Start by evaluating these products, and expand your search only if they don’t meet core needs.

Use Case: If you’re just starting out, don’t pick a comprehensive platform. Start small, and grow later. If you know you’re planning to scale up, look for ETL tools that fit easily into larger pipelines.

Shortcomings of Data Warehouses

One shortcoming of the data warehouse approach is that the data is not always current. Data warehouses pull data from databases periodically in batches, not in real time. If the data in the source database has changed, this might not be reflected in the data in the warehouse. Various strategies can be employed to achieve “real-time ETL”, although some of them place a significant load on the database. This can have performance repercussions.

The simplest thing to do is simply increase the frequency of batch updates to near real-time processing. But there are other solutions including continuously feeding the database using real-time data transport technologies, the use of staging tables, or a real-time data cache.

Pricing Information

Enterprise-level data integration tools can be very expensive with some products costing upwards of $10,000 per user per year. On top of that, you may need to pay for professional services to get up and running. SMB solutions are significantly cheaper than this.

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Frequently Asked Questions

What businesses benefit most from data integration tools?

The more complex a business's data infrastructure is, the more they benefit from a data integration tool. More data sources, complex metadata, and large volumes of data are all challenges that data integration tools can help with.

What are the best Data Integration Tools?

The top rated data integration tools are as follows:

  1. Matillion
  2. Astera Centerprise
  3. Oracle GoldenGate
  4. Task Factory


What is ETL best for compared to other data integration tools?

ETL data integration is best for mass data migration, and for integrating large volumes of data at one time. ETL can also access data from many sources and formats, so it is also useful for businesses with many data types and sources.