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.JPEGOracle GoldenGate3https://media.trustradius.com/product-logos/ol/AG/CS0IROR5I1QE-180x180.PNGSQL Server Integration Services4https://media.trustradius.com/vendor-logos/tf/J4/RTX1AO2GSVNS-180x180.JPEGTask 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/product-logos/UT/IT/I7MQHBPIP9K1-180x180.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.PNGIBM InfoSphere Information Server13https://media.trustradius.com/product-logos/Uv/Xp/77N37PEPH17Z-180x180.PNGTalend Data Integration14https://media.trustradius.com/vendor-logos/gz/28/APJ21HOT8KJ1-180x180.JPEGOracle Warehouse Builder15https://media.trustradius.com/vendor-logos/VC/02/T4E108T4IWP2-180x180.PNGVertifyData16https://media.trustradius.com/product-logos/sV/fx/6U3EE5AH8WH5-180x180.JPEGSAP Replication Server17https://media.trustradius.com/product-logos/Yc/Ey/HW8JN38HWTRB-180x180.JPEGSAP Data Hub18https://media.trustradius.com/vendor-logos/sW/OA/CZD3RG21S16S-180x180.JPEGXactly Connect19https://media.trustradius.com/vendor-logos/wk/Ur/70OQ7U5LF2RN-180x180.PNGNetWeaver Process Integration20https://media.trustradius.com/vendor-logos/sW/OA/CZD3RG21S16S-180x180.JPEGIBM InfoSphere DataStage21https://media.trustradius.com/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGSAS/Access22https://media.trustradius.com/vendor-logos/1R/C2/78WM406O343V-180x180.JPEGInformatica MDM23https://media.trustradius.com/vendor-logos/VF/Bu/OVVS3ZL385NT-180x180.JPEGSAS Data Integration Studio24https://media.trustradius.com/vendor-logos/1R/C2/78WM406O343V-180x180.JPEGPhocas Business Intelligence25https://media.trustradius.com/vendor-logos/SD/zO/56081HC2G1H9-180x180.PNG

Data Integration Tools

Best Data Integration Tools

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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
103 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 ...

Oracle GoldenGate

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Top Rated
197 Ratings

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

Task Factory

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Top Rated
46 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...

72 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.

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.

21 Ratings

Informatica MDM is an enterprise master data management solution that competes directly with IBM's InfoSphere and Oracle's Siebel UCM product. The product has about 200 licensed users. Informatica MDM is a multidomain solution with flexibility to support any master data domain and relationship—wh...