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Data Integration Tools

Best Data Integration Tools

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

Data Integration Tools Overview

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.

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.

Data Integration Products

Listings (76-97 of 97)

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BNW Consulting, a SAP consultancy agency, provides PowerConnect for Splunk as a data integration tool for SAP enterprises, and is designed to send important information about what’s going on inside SAP systems, in near real time to Splunk allowing enterprises to meet security compliance requirements…

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Syncsort offers Ironstream, designed to integrate mainframe data (e.g. IBM i and IBM mainframe) into SIEM or ITOA applications to provide additional information about the performance of core systems.

We don't have enough ratings and reviews to provide an overall score.

WhereScape headquartered in Portland with international offices offers WhereScape RED, a data infrastructure and integration automation tool.

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Qlik Compose comes in two offerings: Qlik Compose for Data Warehouses and Qlik Compose for Data Lakes. Qlik Compose for Data Warehouse automates and streamlines the design, creation, loading, management, and update of data warehouses including Amazon Redshift, Azure Synapse, Google BigQuery, Snowfla…

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MetaRouter is presented by the vendor as a customer data integration solution for security-minded organizations who want to use analytics tools they need, on their own terms. With MetaRouter the user owns the entire data infrastructure, with it deployed on a private cloud, and maintains control of d…

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SSIS PowerPack is a collection of 70+ drag and drop connectors/tasks for SSIS (i.e. Microsoft SQL Server Integration Services), designed to boost productivity using coding-free components to connect many cloud as well as on-premises data sources such as REST API Services, Azure Cloud, Amazon AWS Clo…

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AWS Data Exchange is an integration for data service, from which subscribers can easily browse the AWS Data Exchange catalog to find relevant and up-to-date commercial data products covering a wide range of industries, including financial services, healthcare, life sciences, geospatial, consumer, me…

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.

The Syncfusion Big Data Platform is a Hadoop distribution designed for Windows. Its users can develop on Windows using familiar tools, and deploy on Windows. The vendor says they have taken the advantages of the Hadoop environment – from easy querying across structured and unstructured data to cost…

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Syncfrog is a cloud-to-cloud integration application designed for business users. It is built primarily for CRM integration, with some data transformation automation and data mapping capabilities.

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According to the vendor, ConnectALL®, an Orasi company, powers businesses in achieving higher agility and increased velocity. Teams from software development and delivery, IT and business units across large and small enterprises worldwide use ConnectALL’s integration platform to unify people, proces…

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The Layer2 Cloud Connector can integrate data and sync documents between 100+ corporate data sources without programming. It is used to connect services and apps on-premises or cloud-based, such as Microsoft Office 365, SharePoint, Dynamics, Azure, SQL/ERP/CRM, and more for migration, backup, or per…

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A high-performance, lean and robust integration framework + runtime (ESB) Intuitive drag-n-drop graphical integration workflowsSimple, annotation- and markup-driven configuration modelComplete with monitoring, analytics, clustering/HAMultiple deployment options: in-house / cloud (AWS EC2, Google Cl…

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Containerized orchestration middleware for full-stack management of small-to-large-scale UltraESB-driven integration solution deployments! Leverage the awesome scalability of Kubernetes and other orchestration platforms to host sophisticated integrationsCut down traditional budgets on VM licensing, …

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Blendr.io is a hyper-scalable and secure integration platform for SaaS companies with connectors to 300+ various cloud applications. According to the vendor, Blendr.io enables users to create integrations with the low-code visual builder, embed them into the UI of your platform and centrally manage…

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ImportOmatic is a data integration solution. According to the vendor, this solution redefines efficient with baked-in intelligence to clean data. This solution also includes smart profiles for tailored processing and new connectors that make import and export a one-step process. ImportOmatic Conne…

TrustRadius Top Rated for 2019

2019 Top Rated Data Integration Tools

There are plenty of options out there, but here's our shortlist of the best Data Integration Tools. These products won a Top Rated award for having excellent customer satisfaction ratings. The list is based purely on reviews; there is no paid placement, and analyst opinions do not influence the rankings. To qualify, a product must have 10 or more recent reviews and a trScore of 7.5 or higher, indicating above-average satisfaction for business technology. The products with the highest trScores appear first on the list. Read more about the Top Rated criteria.