Businesses today are more complex and almost exclusively digital. That means they need to incorporate the latest technology, such as BI tools and connections, to stay on top of business growth and customer needs. Using the top ETL solutions for 2022 is an excellent way to maximize capabilities and instantly access real-time data stored in data warehouses and then transfer that information directly to connected parties.
Consider these top 7 ETL solutions and weigh the benefits to determine the right choice for your company. Whether you have an SMB or an enterprise-level company, there’s a solution that fits your needs and helps you stick to a budget without forgoing functions and options.
Table of Contents:
- What Are ETL Tools?
- The Top ETL Providers
- Choosing the Best ETL Tools
- How Integrate.io Can Help
What Are ETL Tools?
ETL stands for Extract, Transform and Load and refers to the process of extracting data from a data source or warehouse and then transforming the data, so it’s usable at the destination. Once the data is changed, it’s loaded to the destination for use by a company’s internal teams to improve functionality. ETL is essential for enterprise data and growing companies with a large customer base.
There are several SaaS ETL tools out there. They allow users to incorporate data integration and data migration for their specific types of data in a manner that most benefits their workflows and processes.
The Top ETL Providers
These are a few of the best ETL tools on the market, representing the top performers for data management in 2022. Consider a leading data integration tool to help you manage your big data daily business and gain better insights for teams across several departments. There are options for those with more technical knowledge and capabilities and those who want a simple no-code solution. ETL is an easier way to move data with better security and features.
Integrate.io is a leading ETL provider and data integration solution that gives customers everything they need to customize their data flows and help them build better data pipelines for improved company insights and customer relationships. This all-in-one ETL service connects to most major data warehouses like Amazon Redshift, BigQuery, and Snowflake. It’s even compatible with data lakes, which makes it one of the most flexible and beneficial choices out there today.
Additionally, connecting to apps and platforms via APIs is fast and easy. Integrate.io offers low-code and no-code options, so you can save time and money without overtaxing IT teams or needing additional developers or data engineers. Take advantage of the drag-and-drop controls and user-friendly interface.
One of the most attractive features of Integrate.io is its 24/7 customer service feature. Experts are waiting to work on issues around the clock. There is no waiting to get support, so you can have less downtime, fewer interrupted workflows, and solve problems right away.
Talend is a top ETL tool that can connect to almost any data warehouse. It has an interactive user interface that allows the customer to transform data and customize workflows. This option works from a code generation approach, and that means every time you want to make a change, you must do so in the logic.
While Talend might be an excellent solution for tech-savvy personnel or those using additional IT professionals, it’s not ideal for those who want a simple solution that doesn’t require other workforce demands.
Although that might be a stumbling block for some, it does have some stand-out features, such as hybrid and multi-cloud operations for data governance. Additionally, you can manage the entire data lifecycle and ensure quality data is available at any time. The fact that it’s an open-source ETL tool is also another attractive feature.
3. Apache Nifi
If you’re looking for top automation to power workflows between platforms, then Apache Nifi might be a good solution. It works through a host operating system to function within JVM and includes a web server, extensions, Flowfile repository, provenance repository, flow, and content repository.
This option has few developer requirements and helps improve insights and visual management while maintaining data quality. One of the most attractive features is handling internal errors and promoting testing units from various components.
4. AWS Glue
Amazon Web Services’ Glue ETL service is designed to provide a complete data overhaul by combing through the data to provide data transformations while preparing data sets and then cataloging them.
AWS calls this option a “serverless ETL,” and it can deploy in just a few minutes. This code-based option is much like Talend; however, it offers real-time data flows and is batch-oriented. It’s an ETL pipeline solution for every angle of data transformation and sharing, ideal for your CRM. AWS Glue operates on a pay-as-you-go model billed hourly rather than as a flat-rate service.
This BI software provides critical details for specific areas of business. Pentaho has multi-bound and hybrid architectures while delivering data integration and data processing. It also has an upscale reporting feature that allows you to choose formats like the following.
Additionally, Pentaho provides flexible solutions for either on-site or cloud providers. This service is focused on batch ETL processes and offers data mining, OLAP services, and information dashboards. One other feature that stands out is its no-code installation. You don’t need extra workforce capabilities to get it connected and running.
6. Google Data Flow
This all-in-one fully managed ETL tool is ideal for those who want a complete solution via Apache Beam Pipelines that operate in the Google cloud. Google Data Flow gives real-time insights and provides data processing for larger scales. Some benefits include auto-scaling and reducing latency while focusing on programming.
Other options focus on cluster management, whereas Google DataFlow takes the server-less approach. You can implement a streaming data pipeline in minutes and harness the power of this ETL tool with almost no cap on capacity. You also get batch processing and scalable cost management solutions via resource auto-scaling.
7. Azure Data Factory
Azure Data Factory is another server-less option that offers fully managed services. This intuitive ETL tool allows for connections between all software platforms via 90+ links. Use it to repost SQL server integrations. You can also improve overall efficiency with autonomous ETL processes and better insights across all teams.
This option offers pay-as-you-go models for pricing and allows for a more cost-effective approach to managing data and connections for all workflows. You also get the benefit of having no-code options, so you don’t need a developer or additional IT support to get started.
Choosing the Best ETL Tools
Choosing the right ETL tool depends on many factors. First is the tool’s capabilities, such as data analytics and use cases. Does the provider have the options and connections you need? Do the ETL tools provide the right pricing model to fit your budget and work volume?
Capacity for handling data, data quality, and data warehousing processes also factors heavily in the decision-making process. When you work with a SaaS provider that charges based on data volume, you run into headaches for budgeting teams. Those use costs fluctuate constantly and total up quickly.
These fees add up before you know it and overextend the allotted budget. Don’t forget to include the level of customer service that ETL tools offer in case you run into complications. Some providers don't handle support when you need it, so it's important to find providers that will. If a service provides a demo, that’s usually the best way to find out if it is genuinely a good fit.
How Integrate.io Can Help
Integrate.io offers a high-performance data integration platform. It’s a complete solution for data management via API connectors, ETL, and ELT for your data warehouses to various third-party apps and platforms. You don’t need coding skills, and you can have your ETL service up and running hands-free in a few clicks. The customizable options allow for on-premises integrations in addition to cloud data warehouse connectors.
To learn more about the range of integration processes we offer or to try it out for yourself, sign up for our 7-day demo and see how easy it is to scale and streamline workflows and gain more in-depth insights across the board. Team up with an industry leader to get ahead and power your company’s growth.