Software Advice has helped dozens of companies choose the right data integration tools to collect, prepare and store data for analysis. How does it work?

Data Integration Tools


Sort by:
 
Sort by:
 
Dundas BI logo
 
Dundas BI, from Dundas Data Visualization, is a browser-based business intelligence and data visualization platform that includes integrated dashboards, reporting tools, and data analytics. It provides end users the ability to create... Read More
Rating:            (69)
Rating:
        (69)
Price:
Advisor Recommendations:
48
Platforms:
Deployment:
Business Size:
S
M
L
Dundas BI, from Dundas Data Visualization, is a browser-based business intelligence and data visualization platform that includes integrated dashboards, reporting tools, and data analytics. It provides end users the ability to create... Read More
 
Domo logo
 
Domo is a cloud-based business management suite that integrates with multiple data sources, including spreadsheets, databases, social media and any existing cloud-based or on-premise software solution. It is suitable for company sizes... Read More
Rating:            (65)
Rating:
        (65)
Price:
Advisor Recommendations:
41
Platforms:
Deployment:
Business Size:
S
M
L
Domo is a cloud-based business management suite that integrates with multiple data sources, including spreadsheets, databases, social media and any existing cloud-based or on-premise software solution. It is suitable for company sizes... Read More
 
Sisense logo
 
Sisense is an agile business intelligence (BI) solution that provides advanced tools to manage and support business data with analytics, visuals and reporting. The solution allows businesses to analyze big and disparate datasets and... Read More
Rating:            (108)
Rating:
        (108)
Price:
Advisor Recommendations:
29
Platforms:
Deployment:
Business Size:
S
M
L
Sisense is an agile business intelligence (BI) solution that provides advanced tools to manage and support business data with analytics, visuals and reporting. The solution allows businesses to analyze big and disparate datasets and... Read More
 
BOARD logo
 
Created to combine business intelligence, corporate performance management, and business analytics, BOARD is a full-featured business intelligence system that serves midsize and enterprise-level companies in a variety of different... Read More
Rating:            (55)
Rating:
        (55)
Price:
Advisor Recommendations:
17
Platforms:
Deployment:
Business Size:
S
M
L
Created to combine business intelligence, corporate performance management, and business analytics, BOARD is a full-featured business intelligence system that serves midsize and enterprise-level companies in a variety of different... Read More
 
SAP - Business Intelligence logo
 
With its cohesive, consolidated approach, industry powerhouse SAP BusinessObjects gives organizations a full set of tools to manage and optimize Business Intelligence. From a centralized portal, companies can handle everything from... Read More
Rating:            (63)
Rating:
        (63)
Price:
Advisor Recommendations:
12
Platforms:
Deployment:
Business Size:
S
M
L
With its cohesive, consolidated approach, industry powerhouse SAP BusinessObjects gives organizations a full set of tools to manage and optimize Business Intelligence. From a centralized portal, companies can handle everything from... Read More

Call us for a free FastStart Consultation: +1 844 746 1795


 
TARGIT Decision Suite logo
 
TARGIT Decision Suite is a business intelligence and analytics solution that offers visual data discovery tools, self-service business analytics, reporting and dashboards in a single, integrated solution. TARGIT combines the control... Read More
Rating:            (25)
Rating:
        (25)
Price:
Advisor Recommendations:
10
Platforms:
Deployment:
Business Size:
S
M
L
TARGIT Decision Suite is a business intelligence and analytics solution that offers visual data discovery tools, self-service business analytics, reporting and dashboards in a single, integrated solution. TARGIT combines the control... Read More
 
Birst logo
 
Birst, an Infor Company, is a web-based networked BI and analytics solution that connects insights from various teams and helps in making informed decisions. The tool enables decentralized users to augment the enterprise data model... Read More
Rating:            (27)
Rating:
        (27)
Price:
Advisor Recommendations:
6
Platforms:
Deployment:
Business Size:
S
M
L
Birst, an Infor Company, is a web-based networked BI and analytics solution that connects insights from various teams and helps in making informed decisions. The tool enables decentralized users to augment the enterprise data model... Read More
 
Microsoft SharePoint logo
 
Microsoft SharePoint 2013 helps organization collect and analyze key business data in order to gain an accurate and actionable view of business operations. The software supports both on-premises as well as web-based deployment architecture.... Read More
Rating:            (320)
Rating:
        (320)
Price:
Advisor Recommendations:
5
Platforms:
Deployment:
Business Size:
S
M
L
Microsoft SharePoint 2013 helps organization collect and analyze key business data in order to gain an accurate and actionable view of business operations. The software supports both on-premises as well as web-based deployment architecture.... Read More
 
Pentaho logo
 
Pentaho is a business intelligence system designed to help companies make data-driven decisions, with a platform for data integration and analytics. The platform includes extract, transform, and load (ETL), big data analytics, visualizations,... Read More
Rating:            (16)
Rating:
        (16)
Price:
Advisor Recommendations:
4
Platforms:
Deployment:
Business Size:
S
M
L
Pentaho is a business intelligence system designed to help companies make data-driven decisions, with a platform for data integration and analytics. The platform includes extract, transform, and load (ETL), big data analytics, visualizations,... Read More
 
IFS EOI logo
 
IFS Enterprise Operational Intelligence (EOI) is business intelligence software for large companies and organizations. The system works for many industries and offers dashboards and scorecards, data warehousing, data mining and predictive... Read More
Rating:            (17)
Rating:
        (17)
Price:
Advisor Recommendations:
3
Platforms:
Deployment:
Business Size:
S
M
L
IFS Enterprise Operational Intelligence (EOI) is business intelligence software for large companies and organizations. The system works for many industries and offers dashboards and scorecards, data warehousing, data mining and predictive... Read More

Call us for a free FastStart Consultation: +1 844 746 1795


 
Grow BI Dashboard logo
 
Grow BI Dashboard is a cloud-based business analytics and reporting solution suitable for small to midsize organizations. The solution allows users to create customizable dashboards for monitoring business workflows and key activities. Grow... Read More
Rating:            (70)
Rating:
        (70)
Price:
Advisor Recommendations:
3
Platforms:
Deployment:
Business Size:
S
M
L
Grow BI Dashboard is a cloud-based business analytics and reporting solution suitable for small to midsize organizations. The solution allows users to create customizable dashboards for monitoring business workflows and key activities. Grow... Read More
 
Halo logo
 
Halo is an end-to-end supply chain management and business intelligence platform that helps in business planning and forecasting inventory for supply chain management. The system uses data from all sources - big, small, and in-between... Read More
Rating:            (39)
Rating:
        (39)
Price:
Advisor Recommendations:
2
Platforms:
Deployment:
Business Size:
S
M
L
Halo is an end-to-end supply chain management and business intelligence platform that helps in business planning and forecasting inventory for supply chain management. The system uses data from all sources - big, small, and in-between... Read More
 
Stratum logo
 
Stratum by Silvon is a robust business intelligence solution that was designed to meet the unique needs of business professionals working for manufacturing and distribution companies. Stratum offers a full suite of integrated analytic... Read More
Rating:            (48)
Rating:
        (48)
Price:
Advisor Recommendations:
1
Platforms:
Deployment:
Business Size:
S
M
L
Stratum by Silvon is a robust business intelligence solution that was designed to meet the unique needs of business professionals working for manufacturing and distribution companies. Stratum offers a full suite of integrated analytic... Read More
 
Diver | BI logo
 
Diver | BI from Dimensional Insight is a business intelligence and information delivery platform offering flexible deployment options and compatibility with most devices. The suite of applications includes dashboards and scorecards,... Read More
Rating: No reviews
Rating:
No reviews
Price:
Advisor Recommendations:
1
Platforms:
Deployment:
Business Size:
S
M
L
Diver | BI from Dimensional Insight is a business intelligence and information delivery platform offering flexible deployment options and compatibility with most devices. The suite of applications includes dashboards and scorecards,... Read More
 
Rapid Insight logo
 
Rapid Insight Inc. provides an on-premise Business Intelligence solutions for Higher Education, Fundraising, Healthcare, and Data Science corporations. Their suite of applications includes Dashboards and Scorecards, Data Mining and... Read More
Rating:            (4)
Rating:
       (4)
Price:
Business Size:
S M L
Platforms:
Deployment:
Rapid Insight Inc. provides an on-premise Business Intelligence solutions for Higher Education, Fundraising, Healthcare, and Data Science corporations. Their suite of applications includes Dashboards and Scorecards, Data Mining and... Read More

Call us for a free FastStart Consultation: +1 844 746 1795


 
iCharts for NetSuite logo
 
iCharts for NetSuite is a Business Intelligence (BI) reporting and analytics tool that suits enterprise-level companies in a variety of industry segments. The cloud-based platform allows users to visualize and analyze NetSuite data... Read More
Rating: No reviews
Rating:
No reviews
Price:
Business Size:
S M L
Platforms:
Deployment:
iCharts for NetSuite is a Business Intelligence (BI) reporting and analytics tool that suits enterprise-level companies in a variety of industry segments. The cloud-based platform allows users to visualize and analyze NetSuite data... Read More
 
Centerprise Data Integrator logo
 
Centerprise Data Integrator is an on-premise data integration solution that includes integration, transformation, quality and profiling. It enables users to choose from multiple integration scenarios and control individual users' view... Read More
Rating:            (22)
Rating:
        (22)
Price:
Business Size:
S M L
Platforms:
Deployment:
Centerprise Data Integrator is an on-premise data integration solution that includes integration, transformation, quality and profiling. It enables users to choose from multiple integration scenarios and control individual users' view... Read More
 
Sage Live logo
 
Sage Live is a cloud-based and mobile-ready accounting platform for small and mid-sized businesses. Key features include multi-company, multi-currency, and multi-legislation support, personalization based on user role, bank integration,... Read More
Rating:           (5)
Rating:
        (5)
Price:
Advisor Recommendations:
8
Platforms:
Deployment:
Business Size:
S
M
L
Sage Live is a cloud-based and mobile-ready accounting platform for small and mid-sized businesses. Key features include multi-company, multi-currency, and multi-legislation support, personalization based on user role, bank integration,... Read More
 
Netlink Business Analytics Platform logo
 
Netlink's Business Analytics platform is an comprehensive  solution from software, hardware, and connectivity to configuration and ongoing services. The solution can roll-out with no CAPEX and minimal IT involvement. Netlink’s... Read More
Rating: No reviews
Rating:
No reviews
Price:
Advisor Recommendations:
3
Platforms:
Deployment:
Business Size:
S
M
L
Netlink's Business Analytics platform is an comprehensive  solution from software, hardware, and connectivity to configuration and ongoing services. The solution can roll-out with no CAPEX and minimal IT involvement. Netlink’s... Read More
 
MicroStrategy Analytics logo
 
The MicroStrategy Analytics platform is a self-service business intelligence platform that supports both data mining and visualization. Available for Web-based or on-premise deployment, this platform can be implemented on a gradual... Read More
Rating:            (12)
Rating:
        (12)
Price:
Business Size:
S M L
Platforms:
Deployment:
The MicroStrategy Analytics platform is a self-service business intelligence platform that supports both data mining and visualization. Available for Web-based or on-premise deployment, this platform can be implemented on a gradual... Read More

View More Products
 

Buyer's Guide

by Justin Guinn,
Market Research Associate
Last Updated: October 23, 2017


The data universe is expanding. It's no secret that the data businesses create, capture and analyze has been growing in volume and diversity, with no signs of slowing down.

The ubiquity of data in today's business environment dictates that even small businesses should be thinking of how they can use data for a competitive advantage. Increasingly, tools are becoming available to help with the collection and analysis of this data.

In this guide, we'll cover:

What Are Data Integration Tools?

Data integration is simply the process by which data is collected from multiple sources, normalized and prepared for analysis. Data integration software are tools that collect and transform the data for common storage, typically in a data warehouse, from which it can be extracted for analysis, as depicted in the diagram below:

Data integration and analysis process (diagram)

Traditionally, this is done through the extract, transform, load (ETL) process by a database administrator (DBA), who sets up the criteria the data should adhere to prior to storage. The criteria the DBA sets up, or defines for the data, are based on the most critical insights a business seeks to derive from the data.

The ETL process is an involved one in which data is collected, or "extracted" from the original sources, which often exist in widely varying formats. These include not only .CSV and XML files, but also online sources such as social media.

Once the data is extracted from the original source, it is "transformed" into a format that fits the parameters the DBA has defined for the data warehouse, or wherever the data will reside.

Conversely, the ELT (extract, load, transform) process manages the process in a different order—one in which the data is loaded into the database, where it's transformed (as opposed to having predetermined rules set up within the database, such as a data cube).

Data integration environment in TIBCO Jaspersoft (screenshot)

Data integration environment in TIBCO Jaspersoft

Increasingly for large enterprises, data lakes are becoming a popular data storage strategy for those dealing with big data.

The data is then integrated with other transformed data for like comparisons and analysis.

Common Features of Data Integration Tools

As a baseline, data integration tools should offer the following:

ETL (extract, transform, load) Collects data from outside sources, transforms it and then loads it into the target system (a database or warehouse). Because primary data is often organized using different schemas or formats, analysts can use ETL tools to normalize it for useful analysis.
ELT (extract, load, transform) Collects data from outside sources, loads it into the database or warehouse and then transforms it to conform to requests for analysis. This feature allows the data to be manipulated/integrated within the warehouse itself, rather than prior to migration.
Data capture/connection Allows software to "connect" to multiple—and sometimes disparate—data sources (including relational databases, XML, .CSV, data lakes, Hadoop, SQL etc.) for the purposes of data extraction.
Data transformation Normalizes data across disparate sources by standardizing data, converting values and correcting numeric values to conform to minimum and maximum values.
Data quality management Helps organizations maintain clean, standardized and error-free data. Standardization is especially important for BI implementations that integrate data from diverse sources, as this ensures that later analyses are correct.

Some data integration software offers additional features, including more self service options (such as drag-and-drop development for citizen data analysts).

What Type of Buyer Are You?

Typically, data integration resides in the realm of the DBA, who sits in the IT department.

Small businesses. These are businesses with little to no IT department. While traditionally, they have less need to manage vast amounts of data in a data warehouse, this trend is shifting, given the explosion of data in recent years. More and more tools designed to help "citizen" data administrators extract, integrate and manage data without the need for extensive programming knowledge are becoming available today.

Midsize businesses. These buyers are still likely to benefit from data integration tools that offer some level of self-service functionality, so that a robust IT department isn't required to architect complex data storage solutions. Real-time data demands and ad hoc granular data analysis are becoming the norm.

Enterprise businesses. These buyers will have a robust IT department capable of handling the traditional ETL process, which involves time and effort. Ironically, these larger enterprises may have more of a demand for real-time delivery of multistructured data as opposed to the “batch" delivery methods ETL is associated with. Increasingly, tools are becoming more and more sophisticated, with broader functionality sets from delivery to governance, to meet these demands.

Benefits of Data Integration Tools

Data Integration software provides two clear benefits to users:

  • Single source of truth. The principal benefit of data integration software is arriving at a single source of truth for businesses, especially those that deal in a variety of data sets from multiple, and often incongruous, sources. The "truth," or insight sought after, is typically a key performance indicator (KPI) defined by the business. Data integration aligns the data to best reveal this truth.
  •   
  • Apples to apples. The additional benefit is that organizations both large and small can not only define what they need from the data to make the most important business decisions, but confidence in those insights. Integration of data into a consistent, predetermined view ensures to some degree that like-comparisons are being made. In short, integration allows for the best "apples-to-apples" comparison disparate data sources can provide.

Market Trends to Understand

Data integration as a field is undergoing some change. According to Gartner, data integration and quality tools as a market grew 2.5 percent in 2016 to $4.4 billion, though more traditional data integration tools, which serve merely as "connectors" for batch movement of data, had slower growth (report available to Gartner clients).

This is due in large part to the increasing "mass proliferation" of data according to Gartner, which has put greater demand on data integration tools to expand their offerings to serve various data delivery speeds, deployments and types.

Essentially, slow, plodding, structured data delivery is on the outs. More and more, enterprises are seeing the need for data integration flexibility, including virtual and real-time data delivery, as well as the ability to deal with hybrid data sources (cloud and on-premise). Also, businesses are looking more and more for data integration tools that can handle "multistructured" data, or data that comes in a diverse array of structures.

Free Download:
Business Intelligence Software Pricing Guide

Free Download:
Ten Steps Guide to Selecting the Right
Business Intelligence (BI) Software

 

How it Works

We match organizations with software that meets their needs.

Our service is simple and 100% free to customers like you because software vendors pay us when we connect them with quality leads. You save time and get great advice. Vendors get great referrals. It's a win for everyone!

Call now for advice: +1 844 746 1795
Software Advice Advisors
×