Best Data Integration Tools42Data integration involves combining data residing in different sources and providing users with a unified view of these data.TIBCO Cloud Integration (including BusinessWorks and Scribe)1https://media.trustradius.com/product-logos/yy/Ba/592HM8F7THI8-180x180.JPEGMatillion2https://media.trustradius.com/vendor-logos/cQ/G4/NDDC9OT6A6IU-180x180.JPEGSQL Server Integration Services3https://media.trustradius.com/vendor-logos/tf/J4/RTX1AO2GSVNS-180x180.JPEGOracle GoldenGate4https://media.trustradius.com/vendor-logos/e7/6G/F3JK0T3RS775-180x180.PNGTask Factory5https://media.trustradius.com/product-logos/lU/48/DDWOUTBAHFEH-180x180.JPEGDell Boomi6https://media.trustradius.com/vendor-logos/QU/Ro/1VKOUZJX2NK3-180x180.PNGOracle Data Integrator7https://media.trustradius.com/vendor-logos/e7/6G/F3JK0T3RS775-180x180.PNGInformatica PowerCenter8https://media.trustradius.com/vendor-logos/VF/Bu/OVVS3ZL385NT-180x180.JPEGCenterprise Data Integrator9https://media.trustradius.com/vendor-logos/RT/EZ/BE189NVZUPFP-180x180.JPEGDataloader.io10https://media.trustradius.com/vendor-logos/tA/jR/XVG2TM0FRR4B-180x180.PNGTalend Open Studio11https://media.trustradius.com/vendor-logos/gz/28/APJ21HOT8KJ1-180x180.JPEGTIBCO Data Virtualization12https://media.trustradius.com/vendor-logos/kf/kH/RMNIMTW93FUN-180x180.PNGTalend Data Integration13https://media.trustradius.com/vendor-logos/gz/28/APJ21HOT8KJ1-180x180.JPEGIBM InfoSphere Information Server14https://media.trustradius.com/product-logos/Uv/Xp/77N37PEPH17Z-180x180.PNGSAS/Access15https://media.trustradius.com/vendor-logos/1R/C2/78WM406O343V-180x180.JPEGOracle Warehouse Builder16https://media.trustradius.com/vendor-logos/e7/6G/F3JK0T3RS775-180x180.PNGNetWeaver Process Integration17https://media.trustradius.com/vendor-logos/sW/OA/CZD3RG21S16S-180x180.JPEGSAP Replication Server18https://media.trustradius.com/product-logos/Yc/Ey/HW8JN38HWTRB-180x180.JPEGVertifyData19https://media.trustradius.com/product-logos/sV/fx/6U3EE5AH8WH5-180x180.JPEGIBM InfoSphere DataStage20https://media.trustradius.com/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGXactly Connect21https://media.trustradius.com/vendor-logos/wk/Ur/70OQ7U5LF2RN-180x180.PNGSAP Data Hub22https://media.trustradius.com/vendor-logos/sW/OA/CZD3RG21S16S-180x180.JPEGActian DataConnect23https://media.trustradius.com/vendor-logos/zG/8t/NQRX03ZI9MZT-180x180.PNGCOZYROC24https://media.trustradius.com/product-logos/Gd/GO/IBWQ4V7J2SPC-180x180.JPEGelastic.io Integration Platform25https://media.trustradius.com/product-logos/ra/qQ/TM4IW8VX1B9F-180x180.PNG

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 (1-25 of 97)

Matillion

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Top Rated
104 Ratings

Matillion is data transformation for cloud data warehouses. According to the vendor, only Matillion is purpose-built for Amazon Redshift, Snowflake, and Google BigQuery enabling businesses to achieve new levels of simplicity, speed, scale, and savings. Quickly develop custom Transformation jobs by …

Oracle GoldenGate

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Top Rated
198 Ratings

Oracle GoldenGate is database management software for data integration, and availability support for heterogeneous databases.

Task Factory

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Top Rated
51 Ratings

According to the vendor, Task Factory offers essential, high-performance components and tasks for SQL Server Integration Services (SSIS) that eliminate the need for programming. With over 50 components, Task Factory aims to increase productivity, improve performance and increase ROI. Task Factory co…

74 Ratings

Dell 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.

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.

4 Ratings

VertifyData is a cloud-based integration platform with core integration capacities, including a drag-and-drop interface and real-time synchronization. It also offers over 80 prebuilt connectors and templates, plus customizable integrations for scaling businesses.

Xactly Connect is a data integration and open API platform that allows organizations to create and automate data integration processes for commissions processing within Xactly Incent.

4 Ratings

COZYROC SSIS+ is a suite of 200+ 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 can significantly cut development time and improve the …

The elastic.io Integration Platform is a hybrid integration system that users can deploy on-premise or in the cloud. It is highly scalable, with over 100 prebuilt application connectors for out-of-the-box use and a flexible data structure.

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.