The Eight Best CDC Tools of 2023
All businesses collect data from a variety of sources. All businesses need to have a good tool and system in place, so it is useful for analysis and insights. Enter Change Data Capture (CDC) tools.
Change Data Capture (CDC) is a way to recognize, capture, and modify data in real time, eliminating the need for batch updates and periodic data extracts. CDC tools allow data changes to be stored in a way that it is up-to-date and ready for your business analysis anytime, integrating the data from all your sources. It is beneficial because it helps to reduce the burdens on your network as data is stored in databases or in data warehouses and saves time.
CDC can benefit a business in several ways. One benefit is the accuracy of the data is improved because it is current. It also improves data efficiency and better decision-making by moving and replicating data changes faster between databases. Real-time data analytics and reporting allow your business to make better, more informed decisions based on the most current data and reduce data silos by eliminating barriers to sharing, giving business leaders a more holistic view of operations. Because CDC can help track changes to your sensitive data, it is easier to identify and prevent unauthorized access and data breaches. CDC can also help with improved compliance by providing a record of changes to your data, including when they were made and who made the changes. Moreover, they can eliminate the need for hand-coding, reducing maintenance costs. Ultimately, the most efficient, collaborative use of data helps drive the best decisions for an organization over time. CDC can enhance this process.
So, what are the best tools popping up in the new year? Let’s take a closer look at eight of the tools out on the market today.
- Qlik Replicate
The Qlik product suite includes data “ingestion and replication”, allowing for synchronization, distribution, and consolidation of data across data sources. Qlik Replicate is their “flagship tool” that transfers data in on-premises and cloud-based formats and includes transactional, batch-optimized, data warehouse-optimized, and message-oriented data streaming.
Qlik Replicate provides different options to process data changes. These include transactional, batch-optimized, data warehouse-optimized, and message-
oriented data streaming. Qlik Replicate also uses parallel threading, which makes it a capable business intelligence tool, allowing businesses to monitor and replicate data changes easily, satisfying storage and real-time data integration need with support for CDC for Oracle, CDC for SQL Server, CDC, and other mainframes. The change data capture is log-based and offers flexible options for deployment with centralized monitoring and control.
A free trial is available, allowing you to take it for a test drive in the cloud. For more pricing information you will have to contact their sales team.
- Hevo Data
Hevo Data is touted as a “no-code data pipeline platform”, that can detect changes made to your various data sources and replicate them to your designated locations. Included in the package is a data dashboard that keeps track of your data’s health and keeps it clean before impacting the workflow in any significant manner. The interface is friendly and offers over 100 ready-to-use- integrations, which are native and tout-specific source APIs, allowing users to grow data infrastructure as needed. Schema management is automated, and you can schedule regular syncing or allow a continuous sync to occur. This helps data flows to remain hassle-free, user-friendly formal in a business intelligence application with powerful visualizations that can be enriched, allowing for data analysis on the spot, all without having to do any coding.
A starter plan starts at $239 a month. This includes free setup assistance and 150 connectors. A Business plan is also available with customized pricing for your specific needs. The business plan also includes a dedicated account manager. Support is great, including 24/7 live support that includes chat, phone, and email support. And with its live monitoring, you can be sure to keep the pulse of your data and prevent any issues before they happen.
Talent offers the ability to replicate data across hybrid and multiple cloud environments. With enterprise-grade capabilities, it integrates with databases like Oracle, SQL Server, and MySQL. The drag-and drop-interface is user-friendly, allowing novice users to work within the platform. Deployment options vary, including self-service capabilities. Specialized data connectors are also part of the Talend packages. Their flagship tool, Open Studio for Data Integration, has a free open-source license. Hadoop, NoSQL, MapReduce, Spark, machine learning, and IoT components and connectors are also included in their CDC offerings.
Pricing includes four options: Stitch Data management Platform, Big Data Platform, and Data Fabric. You will need to contact their sales team direction for specific pricing. They do, however, offer a free trial so you can see if it is right for your needs.
- Oracle GoldenGate
Oracle GoldenGate is a log-based, comprehensive CDC too that can be used for more traditional and modern data cases. With on-premises and cloud options, Oracle GoldenGate can deliver data across multiple data systems in real time with streaming analytics. Migrating data is relatively easy to execute and doesn’t require and significant downtime for the users. Although it was designed to be used to replicate Oracle databases, it is able to support non-Oracle systems as well. Because the speed of data movement is high-speed, it provides excellent bulk movement of data, transformation, bidirectional replication, and metadata management. This helps to ensure that a customer’s data and product domains are high-quality and produce a high level of efficiency, in part due to their complex Application Programming Interfaces.
Oracle GoldenGate support offers unique monitoring that helps you avoid the expense of staffing and resource for managing these data warehouse and data movement environments. Their pricing structure is based on usage, which includes a $350 per-user license fee and a $77 fee for updates, patching, and support.
Like several of the other options, Striim is another CDC tool with streaming and data integration. When acquiring the data, this tool uses log-based ingestion, keeping the overhead and impact on your system low. When starting out, you can access pre-packaged applications including data pipelines, configuration and coding wizards, and an easy-to-use dashboard builder. The tool incorporates validation of the data sources as well as targets, helping to ensure that the data is consistent and accurate across all systems involved. It also uses SQL- based data queries as a means of processing the data for ingestion, while keeping the transactional context intact. There are on-premises and cloud options with this tool, like many of the others, as strategies for checking reliability are built into the tool
Three pricing plans are available, and pricing depends on how your business’s usage. The team at Striim can be contacted for further details.
StreamSets is a data operations platform that will extract, transform and load your data, building data pipelines with flexible options that will work smarter for your data analysis needs. The Control Hub allows you to see your data from start to finish with on-premises and cloud-based environments. One feature is that it can detect “data drift”, correcting it so your data remains consistent and accurate throughout the pipeline. Additional features include a live data map, data performance SLA’s and data protection, adding great value to this tool for its users. It also monitors the data throughout the lifecycle and looks for problems along that way. This helps your data to be delivered error free and
with minimal to no data loss. The tool offers over 100 data connectors, pre-built integrations, and flexible deployment options.
StreamSets offer Professional and Enterprise packages. The Professional plan costs $1,000 per month and allows you to run five active jobs on 50 published pipelines. There are no limitations on the number of jobs or pipelines, but pricing is only available through their sales team.
- IBM InfoSphere
This highly scalable tool that can handle data of all volumes, making it a popular solution for your data needs. It is integrated with other IBM products in the data product suite. If you utilize those IBM products, this CDC tool may be the best choice for your needs. Your data replications can be set up to run automatically at a specific time to start and stop, or you can run replication and other data movement continuously, keeping your data current and ready to use. The Management Console is highly functional and allows you to work within and across your source and target environment, offering a comprehensive CDC platform with prebuilt functions and connectors included.
This tool is available for on-premises implementation and pricing is customized for your needs. There are three additional plans available for your use starting at $19,000 per month.
This end-to-end CDC tool is cloud-based and offers smooth integration, modification, and distribution of your data and analytics. Your data can be reproduced in both directions within the native cloud or on-premises environments, as well as within the existing environment. It can integrate data from a wide variety of sources and helps in the design of data pipelines with a ready-to-use platform.
Pricing includes a new “freemium” option, which is free for all users with Keboola Connection. There are also “pay as you go” options if you want to go deeper into the product and its capabilities.
Choosing the best CDC tool for your business will depend on your requirements, re
The right tool will help you build a strong data culture and can fuel your business value in several ways:
• By using data to inform decisions, your business can make more informed and accurate choices, leading to better outcomes and improved business performance.
• A data-driven approach can help you to streamline processes and identify inefficiencies in your business. This can lead to cost savings and increased productivity.
• Using data to understand customer needs and preferences can help your business improve its products and services, leading to increased customer satisfaction and loyalty.
• With a clear and comprehensive data-driven approach, your business can quickly adapt to the changing market conditions and customer demands, giving you a competitive advantage.
To help you decide what tool is right for you, explore your options and consider these questions:
• Does it meet your business use cases?
• Does it have the data connectors you need?
• Does it encrypt your data at rest and in transit?
• Does it provide real-time delivery?
• Does it fit within your budget?