# Best Integration Software - 2026 Reviews & Pricing

> Find the best Data Integration Tools for your organization. Compare top Data Integration Tools with customer reviews, pricing, and free demos.

Source: https://www.softwareadvice.com/bi/data-integration-tools-comparison

---

[Home](https://www.softwareadvice.com/)

/

Integration Software

Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee.

# Best Integration Software of 2026

Updated June 22, 2026

On this page

1.  FrontRunners
2.  Popular Comparisons
3.  Buyers Guide
4.  Related Software

Filter products

517 results

### Compare Products

Showing 1 - 25 of 517 products

#### Company Size

-   Self-Employed
    
-   2-10
    
-   11-50
    
-   51-200
    
-   201-500
    
-   501-1000
    
-   1000+
    

#### Pricing Options

-   $$$$$
    
-   $$$$$
    
-   $$$$$
    
-   $$$$$
    
-   $$$$$
    

### Compare Products

Sort by

**Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals.  
  
**Reviews**: Sorts listings by the number of user reviews we have published, greatest to least.  
  
**Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest.  
  
**Alphabetically (A-Z)**: Sorts listings by product name from A to Z.

[SAS Viya](https://www.softwareadvice.com/data-catalog/sas-viya-profile/)

SAS Viya is a cloud-native platform designed for data analytics, machine learning and data management. It supports organizations...[Read more about SAS Viya](https://www.softwareadvice.com/data-catalog/sas-viya-profile/)

**4.4**

([12 reviews](https://www.softwareadvice.com/data-catalog/sas-viya-profile/#reviews))

**1**

recommendations

Free trial

Free version

Integrations

Integrations

Red Hat Enterprise Linux

Oracle Linux

+33 more

+32 more

+31 more

SAS Viya's Best Rated Features

5.0Workflow Management

See All

SAS Viya's Worst Rated Features

2.0Real-Time Analytics

See All

[ePayPolicy](https://www.softwareadvice.com/insurance/epaypolicy-profile/)

ePayPolicy is a payment processing solution designed to help businesses in the insurance sector collect credit card and ACH paym...[Read more about ePayPolicy](https://www.softwareadvice.com/insurance/epaypolicy-profile/)

**4.9**

([258 reviews](https://www.softwareadvice.com/insurance/epaypolicy-profile/reviews/))

Free trial

Free version

Integrations

Integrations

NowCerts

Applied CSR24

+4 more

+3 more

+2 more

ePayPolicy's Best Rated Features

5.0Invoice Management

See All

ePayPolicy's Worst Rated Features

Alerts/Escalation

See All

[Skyvia](https://www.softwareadvice.com/data-extraction/skyvia-profile/)

Skyvia is a cloud-based data integration, backup and management platform for businesses of all sizes. Key features include direc...[Read more about Skyvia](https://www.softwareadvice.com/data-extraction/skyvia-profile/)

**4.9**

([116 reviews](https://www.softwareadvice.com/data-extraction/skyvia-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Mailchimp

HubSpot CRM

+19 more

+18 more

+17 more

Skyvia's Best Rated Features

5.0Integrations Management

See All

Skyvia's Worst Rated Features

4.0Data Visualization

See All

[BroadPeak](https://www.softwareadvice.com/bi/k3-profile/)

BroadPeak is a low-code data integration solution designed for energy and commodity trading firms, enabling seamless connectivit...[Read more about BroadPeak](https://www.softwareadvice.com/bi/k3-profile/)

**4.9**

([39 reviews](https://www.softwareadvice.com/bi/k3-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Salesforce Sales Cloud

NetSuite

+11 more

+10 more

+9 more

BroadPeak's Best Rated Features

5.0Dashboard

See All

BroadPeak's Worst Rated Features

Third-Party Integrations

See All

[Iguana](https://www.softwareadvice.com/data-extraction/iguana-profile/)

Built for healthcare data environments, Iguana is a data integration platform that enables healthcare organizations to improve a...[Read more about Iguana](https://www.softwareadvice.com/data-extraction/iguana-profile/)

**4.9**

([41 reviews](https://www.softwareadvice.com/data-extraction/iguana-profile/reviews/))

Free trial

Free version

Integrations

Integrations

NextGen Office

athenaOne

+4 more

+3 more

+2 more

Iguana's Best Rated Features

5.0Data Import/Export

See All

Iguana's Worst Rated Features

3.50Workflow Scheduler

See All

[Rivery](https://www.softwareadvice.com/bi/rivery-profile/)

Rivery is a cloud-based solution that provides small to large enterprises with business intelligence tools to manage and automat...[Read more about Rivery](https://www.softwareadvice.com/bi/rivery-profile/)

**5.0**

([12 reviews](https://www.softwareadvice.com/bi/rivery-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Airtable

SendGrid

+33 more

+32 more

+31 more

Rivery 's Best Rated Features

5.0Reporting & Statistics

See All

Rivery 's Worst Rated Features

4.0Multiple Data Sources

See All

[APPSeCONNECT](https://www.softwareadvice.com/bi/appseconnect-profile/)

APPSeCONNECT is an intelligent integration platform (iPaaS) that connects applications and automates business processes. The p...[Read more about APPSeCONNECT](https://www.softwareadvice.com/bi/appseconnect-profile/)

**4.7**

([180 reviews](https://www.softwareadvice.com/bi/appseconnect-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Shopify

SAP Business One

+37 more

+36 more

+35 more

APPSeCONNECT's Best Rated Features

5.0User Management

See All

APPSeCONNECT's Worst Rated Features

Collaboration Tools

See All

[Hevo](https://www.softwareadvice.com/bi/hevo-profile/)

Hevo is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. It helps da...[Read more about Hevo](https://www.softwareadvice.com/bi/hevo-profile/)

**4.7**

([110 reviews](https://www.softwareadvice.com/bi/hevo-profile/reviews/))

Free trial

Free version

Integrations

Integrations

MySQL

PostgreSQL

+6 more

+5 more

+4 more

Hevo 's Best Rated Features

5.0Customer Database

See All

Hevo 's Worst Rated Features

Non-Relational Transformations

See All

[Nexla](https://www.softwareadvice.com/bi/nexla-profile/)

Nexla is a hybrid business intelligence (BI) solution that helps analysts, business users and data engineers across various sect...[Read more about Nexla](https://www.softwareadvice.com/bi/nexla-profile/)

**4.9**

([9 reviews](https://www.softwareadvice.com/bi/nexla-profile/#reviews))

Free trial

Free version

Nexla's Best Rated Features

5.0Access Controls/Permissions

See All

Nexla's Worst Rated Features

2.0Metadata Management

See All

[Logical Data Warehouse](https://www.softwareadvice.com/bi/data-virtuality-profile/)

Data Virtuality is a data integration solution that centralizes data from multiple sources. It can be hosted either in the cloud...[Read more about Logical Data Warehouse](https://www.softwareadvice.com/bi/data-virtuality-profile/)

**5.0**

([4 reviews](https://www.softwareadvice.com/bi/data-virtuality-profile/#reviews))

Free trial

Free version

[9Spokes](https://www.softwareadvice.com/bi/9-spokes-profile/)

9Spokes is a data platform that aggregates meaningful data inputs across your business. Think of 9Spokes as a virtual advisor, h...[Read more about 9Spokes](https://www.softwareadvice.com/bi/9-spokes-profile/)

**4.8**

([10 reviews](https://www.softwareadvice.com/bi/9-spokes-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Google Analytics 360

Sage Accounting

+19 more

+18 more

+17 more

9Spokes's Best Rated Features

5.0Data Visualization

See All

9Spokes's Worst Rated Features

5.0Data Visualization

See All

[DigitalRoute](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/)

DigitalRoute is a data management platform that helps businesses integrate the platform with any system within a company's IT in...[Read more about DigitalRoute](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/)

**4.8**

([13 reviews](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/reviews/))

Free trial

Free version

DigitalRoute's Best Rated Features

5.0Invoice History

See All

DigitalRoute's Worst Rated Features

Data Quality Control

See All

[Funnel](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/)

Funnel is a marketing intelligence platform designed to aggregate data from various marketing channels and provide tools for rep...[Read more about Funnel](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/)

**4.7**

([19 reviews](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Google Analytics 360

Tableau

+11 more

+10 more

+9 more

Funnel's Best Rated Features

5.0API

See All

Funnel's Worst Rated Features

1.0Job Scheduling

See All

[ActiveBatch](https://www.softwareadvice.com/bi/activebatch-profile/)

ActiveBatch is a cloud-based and on-premise workflow management solution designed on helping businesses implement low-code IT wo...[Read more about ActiveBatch](https://www.softwareadvice.com/bi/activebatch-profile/)

**4.7**

([56 reviews](https://www.softwareadvice.com/bi/activebatch-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Microsoft Azure

ServiceNow

+16 more

+15 more

+14 more

ActiveBatch's Best Rated Features

5.0Mobile Access

See All

ActiveBatch's Worst Rated Features

Dashboard

See All

[Datorios](https://www.softwareadvice.com/bi/datorios-profile/)

Datorios is a streaming data processing hub, enabling seamless building, deployment, and monitoring of contextual data pipelines...[Read more about Datorios](https://www.softwareadvice.com/bi/datorios-profile/)

**5.0**

([2 reviews](https://www.softwareadvice.com/bi/datorios-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Jira

Amazon S3

+11 more

+10 more

+9 more

Datorios's Best Rated Features

5.0Data Capture and Transfer

See All

Datorios's Worst Rated Features

4.50Data Connectors

See All

[Zuar Runner](https://www.softwareadvice.com/bi/mitto-profile/)

Utilizing the data that's spread across your organization shouldn't be so difficult! With Zuar Runner you can automate the flow ...[Read more about Zuar Runner](https://www.softwareadvice.com/bi/mitto-profile/)

**4.7**

([7 reviews](https://www.softwareadvice.com/bi/mitto-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Shopify

ServiceNow

+51 more

+50 more

+49 more

Zuar Runner's Best Rated Features

5.0Data Connectors

See All

Zuar Runner's Worst Rated Features

4.0Customer Database

See All

[AtScale](https://www.softwareadvice.com/bi/atscale-profile/)

AtScale is a data warehouse virtualization solution that creates a live connection between people and data without moving it, re...[Read more about AtScale](https://www.softwareadvice.com/bi/atscale-profile/)

**5.0**

([1 reviews](https://www.softwareadvice.com/bi/atscale-profile/#reviews))

Free trial

Free version

[Clockspring](https://www.softwareadvice.com/bi/clockspring-profile/)

Clockspring is a state-of-the-art Enterprise Automation Platform that provides a fast and flexible no-code integration capabilit...[Read more about Clockspring](https://www.softwareadvice.com/bi/clockspring-profile/)

**5.0**

([1 reviews](https://www.softwareadvice.com/bi/clockspring-profile/#reviews))

Free trial

Free version

Clockspring's Best Rated Features

5.0Data Import/Export

See All

Clockspring's Worst Rated Features

5.0Audit Management

See All

[MSIGHTS Platform](https://www.softwareadvice.com/data-management/msights-platform-profile/)

MSIGHTS Platform is a data management software that helps marketers centralize marketing and data operations, providing an objec...[Read more about MSIGHTS Platform](https://www.softwareadvice.com/data-management/msights-platform-profile/)

**5.0**

([1 reviews](https://www.softwareadvice.com/data-management/msights-platform-profile/#reviews))

Free trial

Free version

MSIGHTS Platform's Best Rated Features

5.0Data Import/Export

See All

MSIGHTS Platform's Worst Rated Features

5.0Customizable Dashboard

See All

[Tranzactor](https://www.softwareadvice.com/bi/tranzactor-profile/)

Tranzactor is an integrations tool for the logistics and trucking industry, which allows businesses to integrate data from a ran...[Read more about Tranzactor](https://www.softwareadvice.com/bi/tranzactor-profile/)

**5.0**

([1 reviews](https://www.softwareadvice.com/bi/tranzactor-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Salesforce Sales Cloud

Zoho CRM

+1 more

+0 more

+0 more

[Zapier](https://www.softwareadvice.com/cloud-management/zapier-profile/)

Zapier is an AI orchestration platform designed to automate workflows, agents, and apps across a wide range of applications. It ...[Read more about Zapier](https://www.softwareadvice.com/cloud-management/zapier-profile/)

**4.7**

([3054 reviews](https://www.softwareadvice.com/cloud-management/zapier-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Constant Contact

BigCommerce

+123 more

+122 more

+121 more

Zapier's Best Rated Features

5.0Data Management

See All

Zapier's Worst Rated Features

eCommerce Management

See All

[The SmartIntegration Platform for CRM](https://www.softwareadvice.com/crm/the-smartintegration-platform-profile/)

InterWeave provides SmartSolutions®, which allows customers to easily connect to any combination of cloud and on-premises applic...[Read more about The SmartIntegration Platform for CRM](https://www.softwareadvice.com/crm/the-smartintegration-platform-profile/)

**4.5**

([2 reviews](https://www.softwareadvice.com/crm/the-smartintegration-platform-profile/#reviews))

Free trial

Free version

Integrations

Integrations

authorize.net

SAP Ariba

+1 more

+0 more

+0 more

[SnapLogic](https://www.softwareadvice.com/bi/snaplogic-profile/)

SnapLogic provides self-service applications and data integration platform. It improves business activities, drives better busin...[Read more about SnapLogic](https://www.softwareadvice.com/bi/snaplogic-profile/)

**4.5**

([15 reviews](https://www.softwareadvice.com/bi/snaplogic-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Box

NetSuite

+2 more

+1 more

+0 more

SnapLogic's Best Rated Features

4.80Multiple Data Sources

See All

SnapLogic's Worst Rated Features

4.0Application Management

See All

[Integrate.io](https://www.softwareadvice.com/bi/xplenty-profile/)

Unify Your Data Stack: Experience the first no-code data pipeline platform and power enlightened decision making. Integrate.io...[Read more about Integrate.io](https://www.softwareadvice.com/bi/xplenty-profile/)

**4.6**

([17 reviews](https://www.softwareadvice.com/bi/xplenty-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Asana

Google Analytics 360

+26 more

+25 more

+24 more

Integrate.io's Best Rated Features

5.0Data Management

See All

Integrate.io's Worst Rated Features

5.0Multiple Data Sources

See All

[Analogyx BI](https://www.softwareadvice.com/bi/analogyx-bi-profile/)

A Web-Based, Self-Service, Real-time Data & Analytics Platform, with a built-in data warehouse that has the ability to consolida...[Read more about Analogyx BI](https://www.softwareadvice.com/bi/analogyx-bi-profile/)

**4.5**

([8 reviews](https://www.softwareadvice.com/bi/analogyx-bi-profile/#reviews))

Free trial

Free version

Integrations

Integrations

NetSuite

Kinetic

+2 more

+1 more

+0 more

Analogyx BI's Best Rated Features

5.0Collaboration Tools

See All

Analogyx BI's Worst Rated Features

3.0Predictive Analytics

See All

1

[2](https://www.softwareadvice.com/bi/data-integration-tools-comparison/?page=2)[3](https://www.softwareadvice.com/bi/data-integration-tools-comparison/?page=3)[4](https://www.softwareadvice.com/bi/data-integration-tools-comparison/?page=4)[5](https://www.softwareadvice.com/bi/data-integration-tools-comparison/?page=5)

...

[21](https://www.softwareadvice.com/bi/data-integration-tools-comparison/?page=21)

## Popular Comparisons

[

viaSocket vs Zapier

](https://www.softwareadvice.com/compare/163639-zapier/vs/520083-viaSocket/)[

Microsoft Power Automate vs UiPath

](https://www.softwareadvice.com/robotic-process-automation/microsoft-power-automate-profile/vs/uipath/)[

Albato vs MuleSoft Anypoint Platform

](https://www.softwareadvice.com/bi/albato-profile/vs/anypoint/)[

Make vs Boomi

](https://www.softwareadvice.com/bi/dell-boomi-profile/vs/integromat/)

## Your Guide to Top Integration Software, August 2025

Software Advice uses reviews from real software users to highlight the top-rated Integration products in North America.

[Learn how products are chosen](https://www.softwareadvice.com/legal-page/frontrunners-methodology/)

#### Explore FrontRunners

-   [Albato](https://www.softwareadvice.com/bi/albato-profile/)
-   [APPSeCONNECT](https://www.softwareadvice.com/bi/appseconnect-profile/)
-   [Commercient SYNC](https://www.softwareadvice.com/bi/commercient-sync-profile/)
-   [Coupler.io](https://www.softwareadvice.com/ipaas/coupler-io-profile/)
-   [Domo](https://www.softwareadvice.com/bi/domo-profile/)
-   [eZintegrations](https://www.softwareadvice.com/bi/ezintegrations-profile/)
-   [Hevo](https://www.softwareadvice.com/bi/hevo-profile/)
-   [Make](https://www.softwareadvice.com/bi/integromat-profile/)
-   [Power My Analytics](https://www.softwareadvice.com/bi/power-my-analytics-profile/)
-   [Skyvia](https://www.softwareadvice.com/data-extraction/skyvia-profile/)
-   [SSIS PowerPack](https://www.softwareadvice.com/bi/ssis-powerpack-profile/)
-   [Workato](https://www.softwareadvice.com/bi/workato-profile/)
-   [Zapier](https://www.softwareadvice.com/cloud-management/zapier-profile/)

“Usability” includes user ratings for Functionality and Ease of Use.

“Customer Satisfaction” includes user ratings for Customer Support, Likelihood to Recommend and Value for Money.

Reviews analysis period: The reviews analysis period spans two years and ends the 15th of the month prior to publication.

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?](#WhatAreDataIntegrationTools)
    
-   [Common Features of Data Integration Software](#CommonFeaturesofDataIntegrationSoftware)
    
-   [What Type of Buyer Are You?](#WhatTypeofBuyerAreYou)
    
-   [Benefits of Data Integration Tools](#BenefitsofDataIntegrationTools)
    
-   [Market Trends to Understand](#MarketTrendstoUnderstand)
    

## 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:

Traditionally, this is done through the [extract, transform, load](https://www.softwareadvice.com/resources/etl-vs-elt-for-your-data-warehouse/) (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](https://www.softwareadvice.com/resources/data-warehouse-problems/)).

_Data integration environment in_ [TIBCO Jaspersoft](https://www.softwareadvice.com/bi/tibco-jaspersoft-profile/)

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](https://www.softwareadvice.com/bi/etl-software-comparison/) 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](https://www.gartner.com/document/3765364), 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](https://www.gartner.com/document/3803563)" 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.

### Related Integration Software

-   [Application Development Software](https://www.softwareadvice.com/app-development/)
-   [Embedded Analytics Software](https://www.softwareadvice.com/embedded-analytics/)