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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 (51-75 of 96)

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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 except a w...

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

Cross-protocol data exchange across many platformsInvantive Data Access Point is both online and on-premises software that allows exchanging data across various communication protocols. Invantive Data Access Point acts as a proxy that based upon legacy and/or Invantive SQL statements exchanges da...

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DataRush, formerly of Pervasive Software, is data integration technology gained with the company in Actian's April 2013 acquisition.

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Bedrock Data is the eponymous data integration platform from the Boston-based company.

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UNIFI, from the company Unifi Software in San Mateo, California, is a data integration platform.

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EDIConnect is designed to enable businesses to exchange purchase orders, invoices, advance ship notices, and other business documents directly from one business system to the other, without human intervention. The vendor says proven advantages of this solution include operational cost savings, in...

5 Ratings

Devart’s SSIS Data Flow Components allow users to integrate database and cloud data via SQL Server Integration Services (SSIS). The components provide easy to set up cost-effective data integration using SSIS ETL engine. They offer high performance data loading, convenient component edito...

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Unit4 Consolidation integrates data from multiple sources across a fragmented IT structure providing a single-source of truth for analysis, compliance, and oversight.

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RedPoint Data Management & Quality handles the core requirements of data management including data quality, with data-profiling and general-purpose data-cleansing functionality, including parsing, standardization, matching and cleansing. The platform functions across NoSQL, Hadoop, and tradit...

5 Ratings

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.

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1EDISource is an EDI software product designed to help organizations transform B2B operations.

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Cozyroc is a set of components for developing ETL solutions with Microsoft SQL Server Integration Services (SSIS).

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ZappySys SSIS PowerPack is a collection of drag and drop connectors/tasks for SSIS.

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Progress Software offers DataDirect, a data connectivity solution which helps enterprises integrate data across relational, big data and cloud databases.

6 Ratings

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 c...