Best ETL Software for Small Business

dbt revolutionizes the transformation aspect of ETL processes. By moving away from outdated pipelines and opaque transformations, dbt enables data teams to create, validate, and document their transformations directly within their data warehouse or lakehouse. With dbt, teams are equipped to: - Convert raw data into analytics-ready models utilizing SQL and Jinja. - Maintain data integrity through integrated testing, version control, and continuous integration/continuous deployment (CI/CD). - Streamline workflows across teams by using reusable models and centralized documentation. - Utilize contemporary platforms such as Snowflake, Databricks, BigQuery, and Redshift for efficient and scalable transformations. By prioritizing the transformation layer, dbt allows organizations to accelerate the development of data pipelines, minimize data liabilities, and provide reliable insights more swiftly—complementing the ingestion and loading components of a modern ELT architecture.

Composable is an enterprise-grade DataOps platform designed for business users who want to build data-driven products and create data intelligence solutions. It can be used to design data-driven products that leverage disparate data sources, live streams, and event data, regardless of their format or structure. Composable offers a user-friendly, intuitive dataflow visual editor, built-in services that facilitate data engineering, as well as a composable architecture which allows abstraction and integration of any analytical or software approach. It is the best integrated development environment for discovering, managing, transforming, and analysing enterprise data.

Visokio creates Omniscope Evo, a complete and extensible BI tool for data processing, analysis, and reporting. Smart experience on any device. You can start with any data, any format, load, edit, combine, transform it while visually exploring it. You can extract insights through ML algorithms and automate your data workflows. Omniscope is a powerful BI tool that can be used on any device. It also has a responsive UX and is mobile-friendly. You can also augment data workflows using Python / R scripts or enhance reports with any JS visualisation. Omniscope is the complete solution for data managers, scientists, analysts, and data managers. It can be used to visualize data, analyze data, and visualise it.

Hevo Data is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. It helps data teams streamline and automate org-wide data flows that result in a saving of ~10 hours of engineering time/week and 10x faster reporting, analytics, and decision making. The platform supports 100+ ready-to-use integrations across Databases, SaaS Applications, Cloud Storage, SDKs, and Streaming Services. Over 500 data-driven companies spread across 35+ countries trust Hevo for their data integration needs.

Datapine's dashboard and business intelligence software allows users to quickly turn data into actionable insights, and make data-driven decisions. Managers and data scientists can visualize and analyze complex data using a drag-and-drop interface. They can also ask important business questions and receive answers right away. It provides a wealth of innovative analytics features, including predictive analytics and interactive dashboards that allow for the creation of KPI-driven business dashboards. There are dozens of data connectors that connect to any common data source (databases and flat files, social media marketing analytics, CRM, ERP etc.). A wealth of pre-built dashboard templates for different business functions (marketing and sales management, HR, etc.) ), industries (retail and logistics, healthcare, market study, etc. Platforms (Google Analytics, Facebook and Twitter, Zendesk, etc. assist new users to get started quickly.

In a developer-friendly visual editor, you can design, debug, run, and troubleshoot data jobflows and data transformations. You can orchestrate data tasks that require a specific sequence and organize multiple systems using the transparency of visual workflows. Easy deployment of data workloads into an enterprise runtime environment. Cloud or on-premise. Data can be made available to applications, people, and storage through a single platform. You can manage all your data workloads and related processes from one platform. No task is too difficult. CloverDX was built on years of experience in large enterprise projects. Open architecture that is user-friendly and flexible allows you to package and hide complexity for developers. You can manage the entire lifecycle for a data pipeline, from design, deployment, evolution, and testing. Our in-house customer success teams will help you get things done quickly.

JustControl.it allows businesses to manage their advertising spending, evaluate campaign performance across multiple channels, and receive up-to-date reports about virtually every performance metric.

iceDQ, a DataOps platform that allows monitoring and testing, is a DataOps platform. iceDQ is an agile rules engine that automates ETL Testing, Data Migration Testing and Big Data Testing. It increases productivity and reduces project timelines for testing data warehouses and ETL projects. Identify data problems in your Data Warehouse, Big Data, and Data Migration Projects. The iceDQ platform can transform your ETL or Data Warehouse Testing landscape. It automates it from end to end, allowing the user to focus on analyzing the issues and fixing them. The first edition of iceDQ was designed to validate and test any volume of data with our in-memory engine. It can perform complex validation using SQL and Groovy. It is optimized for Data Warehouse Testing. It scales based upon the number of cores on a server and is 5X faster that the standard edition.

Apache Hive is a data warehouse solution that enables the efficient reading, writing, and management of substantial datasets stored across distributed systems using SQL. It allows users to apply structure to pre-existing data in storage. To facilitate user access, it comes equipped with a command line interface and a JDBC driver. As an open-source initiative, Apache Hive is maintained by dedicated volunteers at the Apache Software Foundation. Initially part of the Apache® Hadoop® ecosystem, it has since evolved into an independent top-level project. We invite you to explore the project further and share your knowledge to enhance its development. Users typically implement traditional SQL queries through the MapReduce Java API, which can complicate the execution of SQL applications on distributed data. However, Hive simplifies this process by offering a SQL abstraction that allows for the integration of SQL-like queries, known as HiveQL, into the underlying Java framework, eliminating the need to delve into the complexities of the low-level Java API. This makes working with large datasets more accessible and efficient for developers.

Supermetrics began with a bold idea: to make marketing data simple and accessible for businesses everywhere. What started as a small project has grown into a pioneering marketing intelligence platform trusted by over 200K organizations worldwide, including renowned brands like Nestlé, Warner Bros, and Dyson. From the beginning, Supermetrics has been driven by a mission to empower marketers and data analysts with seamless data access and mastery, no matter where they are on their journey. The platform has evolved into an easy-to-use solution that extracts and consolidates data from over 150 marketing and sales platforms—like Google Analytics, Facebook Ads, and HubSpot—into preferred destinations, helping teams streamline their analytics and make data-driven decisions. This dedication to innovation earned Supermetrics a spot on G2’s 2024 Top 50 Best EMEA Software Companies list. At the heart of Supermetrics is a commitment to transparency, innovation, and customer success. We believe data has the power to tell stories, solve problems, and create opportunities. As the marketing landscape evolves, Supermetrics remains committed to leading the way, helping clients not only succeed but excel with cutting-edge solutions.

Rivery’s ETL platform consolidates, transforms, and manages all of a company’s internal and external data sources in the cloud. Key Features: Pre-built Data Models: Rivery comes with an extensive library of pre-built data models that enable data teams to instantly create powerful data pipelines. Fully managed: A no-code, auto-scalable, and hassle-free platform. Rivery takes care of the back end, allowing teams to spend time on mission-critical priorities rather than maintenance. Multiple Environments: Rivery enables teams to construct and clone custom environments for specific teams or projects. Reverse ETL: Allows companies to automatically send data from cloud warehouses to business applications, marketing clouds, CPD’s, and more.

With so many CRM platforms to choose from and many new options coming out every day, the likelihood of you needing to migrate your data from one CRM to another is very high. Do you want to entrust your customer data to just anyone? MigrateMyCRM by SyncMatters is the leading platform for effortless CRM data migration. Designed to support over 25 different CRM systems, MigrateMyCRM ensures a smooth and efficient migration process without the need for technical skills or additional software. Businesses can migrate data with zero downtime, maintaining productivity and continuity. With features like automapping, data filtering, custom object creation, and field usage tracking, MigrateMyCRM offers a robust solution for both one-time and repeated migrations. Trusted by CRM partners and agencies, MigrateMyCRM is the go-to choice for reliable and seamless CRM data migration.

For more four decades, IRI CoSort has defined the state-of-the-art in big data sorting and transformation technology. From advanced algorithms to automatic memory management, and from multi-core exploitation to I/O optimization, there is no more proven performer for production data processing than CoSort. CoSort was the first commercial sort package developed for open systems: CP/M in 1980, MS-DOS in 1982, Unix in 1985, and Windows in 1995. Repeatedly reported to be the fastest commercial-grade sort product for Unix. CoSort was also judged by PC Week to be the "top performing" sort on Windows. CoSort was released for CP/M in 1978, DOS in 1980, Unix in the mid-eighties, and Windows in the early nineties, and received a readership award from DM Review magazine in 2000. CoSort was first designed as a file sorting utility, and added interfaces to replace or convert sort program parameters used in IBM DataStage, Informatica, MF COBOL, JCL, NATURAL, SAS, and SyncSort. In 1992, CoSort added related manipulation functions through a control language interface based on VMS sort utility syntax, which evolved through the years to handle structured data integration and staging for flat files and RDBs, and multiple spinoff products.

Save hours by developing and maintaining ETL/ELT pipelines using an easy-to use environment that allows for effortless debugging. Visualize changes before deployment to simplify development, accelerate testing, and reduce debugging. Work with Python and our simple interface to foster team collaboration and save valuable time during the most difficult development stages. Consolidate data in any format, from any source and any size with no hesitations. Ensure the most accurate data by utilizing error flagging and debugging in real-time within specific data processes as well as across pipelines. Use compute, storage and network bandwidth to auto-scale infrastructure as data volume and speed increase. Real-time data observability can help you identify and pinpoint problems. Zoom in and thoroughly troubleshoot your data pipelines.

Keboola is an open-source serverless integration hub for data/people, and AI models. We offer a cloud-based data integration platform designed to support all aspects of data extraction, cleaning and enrichment. The platform is highly collaborative and solves many of the most difficult problems associated with IT-based solutions. The seamless UI makes it easy for even novice business users to go from data acquisition to building a Python model in minutes. You should try us! You will love it!

Etlworks is a cloud-first, all-to-any data integration platform. It scales with your business. It can connect to databases and business applications as well as structured, semi-structured and unstructured data of all types, shapes, and sizes. With an intuitive drag-and drop interface, scripting languages and SQL, you can quickly create, test and schedule complex data integration and automation scenarios. Etlworks supports real time change data capture (CDC), EDI transformations and many other data integration tasks. It works exactly as advertised.

The key to success for today's marketers is understanding exactly where and how to invest their next ad dollar. Singular powers marketers to do just that by providing a complete view of marketing ROI with next-gen attribution, full-funnel marketing data, and best-in-class fraud prevention. With Singular's open integration framework, you are able to measure and report on all the channels you work with, including apps, web, SMS, referrals, email, and TV. Singular also empowers you to analyze your ROI by combining attribution with leading cost aggregation through powerful data connectors that allow yo to unlock marketing performance for every campaign, publisher, creative, and keyword. To keep your ad budgets focused on real users and avoid misreporting, Singular provides you with more detection methods and pre-attribution fraud rejection than any other. Still wondering? Top marketers from LinkedIn, Rovio, Microsoft, Lyft, Twitter, EA, and more, rely on Singular for a complete view of their marketing performance.

Indigo Scape is an advanced Data Reporting & Document Generation System that uses HTML, XML and XSLT to create highly compatible, richly-structured business reports and documents. Our advanced technology and reusable report system are the best in data reporting. Indigo DRS is a completely unique tool that can query in XQuery and SQL, and use data from multiple sources simultaneously, making it the best choice for complex business, financial and engineering reporting. You can be sure of the best reporting capabilities with advanced reporting features, unmatched functionality, and seamless integration of this powerful software technology to your business.

Jaspersoft® commercial edition has everything you need to design and deliver any report you need. We’ve spent over two decades perfecting our platform so you can deliver the data visualizations and analytics your customers want, from high volumes of pixel perfect reports to self-service ad hoc reports and more. Jaspersoft helps you deliver the reporting and analytics your customers want, without burdening your development team.

BPA Platform iPaaS enables you to effortlessly connect applications, legacy systems, and web services, whether they’re in the cloud or on-premises, and then automate numerous business processes and tasks. An intuitive design and graphical user interface, a wealth of pre-built connectors and business process automation tools, BPA Platform reduces integration development times and brings all your data workflows together in one central location. As your business evolves and grows, you can scale and integrate new systems or applications as and when business requirements change, without extravagant costs. BPA Platform can be installed in the cloud (iPaaS) or on-premises. Compatible with most databases, including AWS and Microsoft Azure, for cloud and hybrid integration projects, it is rapid to install and configure, with the ability to easily scale. Automating business processes not only requires a solid understanding of data but a comprehensive knowledge of source or target applications. Codeless Platforms has accredited partner status with well-known ISVs, such as Access Group, Epicor, Microsoft, Sage, SAP and SYSPRO, along with industry specific applications and systems in a large number of economic regions. Through collaboration with ISVs and leading channel VARs, specialist features have been built into BPA Platform. This provides organisations with the ability to create solutions completely personalised to their internal applications and business operations.

As organizations increasingly rely on data for their operations, the integration of this data has emerged as a critical component in achieving successful digital transformation, emphasizing that such transformation cannot occur without the effective handling of data. To navigate this landscape, organizations face several challenges: eliminating information silos within their systems, ensuring agile and rapid processing of diverse and expanding data types—including structured, semi-structured, and unstructured data—managing high data loads, and enabling real-time data ingestion for timely decision-making. Furthermore, they must also keep a close watch on the costs associated with data infrastructure. In this scenario, Stambia offers a comprehensive solution that caters to various data processing needs, capable of being deployed both in the cloud and on-premises, while ensuring effective management and optimization of data ownership and transformation expenses, ultimately empowering organizations to thrive in a data-centric environment. This adaptable approach allows for the seamless integration of data across different platforms, enhancing the overall efficiency of digital operations.

Sheetgo is a no-code automation tool that teams can use. You can create custom workflows to collect and manage data, as well as share it with others -- all from a spreadsheet. You can create an automated system that automates any business process, from inventory management and financial forecasting to sales tracking or student attendance monitoring. Sheetgo can be used with Google Sheets, Excel, and CSV files. Sheetgo.com makes it easy to automate your work.

In today's fast-paced business environment, companies must quickly adjust to the constantly shifting demands and preferences of their customers. Sprinkle provides an agile analytics platform designed to manage these expectations effortlessly. Our mission in founding Sprinkle was to simplify the entire data analytics process for organizations, eliminating the hassle of integrating data from multiple sources, adapting to changing schemas, and overseeing complex pipelines. We have developed a user-friendly platform that allows individuals across all levels of an organization to explore and analyze data without needing technical expertise. Drawing on our extensive experience with data analytics in collaboration with industry leaders such as Flipkart, Inmobi, and Yahoo, we understand the importance of having dedicated teams of data scientists, business analysts, and engineers who are capable of generating valuable insights and reports. Many organizations, however, face challenges in achieving straightforward self-service reporting and effective data exploration. Recognizing this gap, we created a solution that enables all businesses to harness the power of their data effectively, ensuring they remain competitive in a data-driven world. Thus, our platform aims to empower organizations of all sizes to make informed decisions based on real-time data insights.

Flatirons Fuse serves as an easy-to-integrate CSV import solution that simplifies the process of data importation to your website, ensuring it is quick and hassle-free. Empower your clients to upload their own data or handle it for them seamlessly. Our tool automatically adjusts and rectifies user data to align with your specific schema requirements. There's no need to fret over messy errors; our robust validation features ensure everything runs smoothly. Creating a CSV import function from scratch can be both expensive and time-intensive. By utilizing Flatirons Fuse, you can redirect your development resources to areas that truly benefit your business. With minimal code, customers can commence data imports within minutes, transforming a typically frustrating and complex task into a straightforward experience. You strive to provide an attractive and intuitive product for your customers; now, extend that same level of excellence to data onboarding. Thanks to AI-driven column matching, frontend data cleaning, and comprehensive backend validation, the data import process into your system will be streamlined, efficient, and stress-free, paving the way for a more satisfying user experience. Plus, with these features, you’re ensuring that the transition into your platform is as smooth as possible for every user.

Ascend provides data teams with a streamlined and automated platform that allows them to ingest, transform, and orchestrate their entire data engineering and analytics workloads at an unprecedented speed, achieving results ten times faster than before. This tool empowers teams that are often hindered by bottlenecks to effectively build, manage, and enhance the ever-growing volume of data workloads they face. With the support of DataAware intelligence, Ascend operates continuously in the background to ensure data integrity and optimize data workloads, significantly cutting down maintenance time by as much as 90%. Users can effortlessly create, refine, and execute data transformations through Ascend’s versatile flex-code interface, which supports the use of multiple programming languages such as SQL, Python, Java, and Scala interchangeably. Additionally, users can quickly access critical metrics including data lineage, data profiles, job and user logs, and system health indicators all in one view. Ascend also offers native connections to a continually expanding array of common data sources through its Flex-Code data connectors, ensuring seamless integration. This comprehensive approach not only enhances efficiency but also fosters stronger collaboration among data teams.