ETL (Extract, Transform, and Load) is the process of data extraction from various sources likes databases, files, folders, etc, and transforming this data into structured and formated data to use this across the organization. The structured data is stored in data warehouses and can be loaded to use for various Business Intelligence (BI) purposes. ETL tools help you automate the entire process straight from the ingestion of data from any source, clearing the data tables, and transform to configurable and immediately queryable formats. ETL tools can help to seamlessly connect to any BI tool and start visualizing, analyzing, and sharing data insights in minutes. ETL tools are fully customizable enterprise solutions and required for handling complex data structures. Cloud-based ETL tools are scalable as you grow and overweigh the obstacles and complexities countered in a standard deployment.
Hevo pricing: Starts at $149.0. Offers Free-forever and Custom plan.
What is Hevo and how does it work?
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. Try Hevo today and get your fully managed data pipelines up and running in just a few minutes. show more
Panoply pricing: Starts at $325.0. Offers Custom plan.
What is Panoply and how does it work?
Panoply enables its users to sync and store their data from various sources while exploring their data with SQL or visualize it with their preferred BI and analytics tools. The software is an easy to use platform that enables users to collect and combine their data without any technical knowledge or coding. It combines automated data integrations, and cloud data warehouse infrastructure. The automation is driven by AI to provide its users with the best data infrastructure as a service. Users can connect their preferred tools on an intuitive and straightforward user interface. Panoply enables its users to collect data from popular applications such as HubSpot, Salesforce, Shopify, etc. The software allows for its users to simplify the collection and transformation of their data through an ELT approach while also transforming noSQL data from Dynamo DB and Mongo DB into tables automatically. Users can parse, ingest and structure TSC and CSV, JSON, XLS and the server log files in an easy to access table. show more
Matillion ETL pricing: Starts at $1.37. Offers Custom plan.
What is Matillion ETL and how does it work?
Matillion ETL is a purpose-built tool designed to transform various cloud data warehouses. The software enables its users to take advantage of the flexibility, economics, and power of the cloud as it integrates with Google BigQuery, Amazon Redshift, and Snowflake. Users can use the software to load valuable data regarding their business into their cloud data warehouse. They can also transform this data in the cloud in order to unveil the hidden insights within the company. One can extract data from frequently used data sources and also load them into a cloud data warehouse with ease as Matillion ETL supports various data source connectors. The software helps the users to perform powerful transformations to prepare their data for consumption by the leading analytics tools such as Looker, Tableau, etc. The intuitive GUI provided by this ETL platform helps users to visually arrange sophisticated data workflows without any SQL coding. Users can avail the advantage of resource capacity by scheduling the data arrangements to run whenever the resources are available. show more
Skyvia pricing: Starts at $7.0. Offers Free-forever plan.
What is Skyvia and how does it work?
Skyvia is a compact data integration, backup and access monitoring software helping out companies with its simple yet comprehensive tools. It is a one-stop web service trusted by a variety of international companies spread across 120 countries. Laden with intuitive features, Skyvia turns out to be the most sophisticated data integration platform. It lets users integrate their clouds, on-premise, and flat data files together to automate and streamline the entire workflow. This futuristic platform allows users to replicate data from disparate cloud sources to the desired database, besides automating the entire data collection mechanism. Skyvia makes data migration and related tasks extremely easy, by letting users transfer their data to different cloud applications in an instant. Moreover, with other features like data backup, sharing and data management, this software provides adequate space for team collaboration in an efficient manner. Third-party integration with applications like Google Suite, Salesforce, Shopify, MailChimp, Dropbox, OneDrive and more. enables users to transfer or extract data across multiple channels as per their own wish. show more
Rivery pricing: Rivery Offers Custom plan.
What is Rivery and how does it work?
Rivery is a big data management platform with SaaS ELT data integration services that enable teams to connect to any data source of their choice. It assists businesses in aggregating, transforming and managing data collected from both internal and external sources in an efficient manner. Rivery’s intuitive technology allows it to harness data for management, integration and orchestration for small as well as established businesses. This data management platform also comes equipped with a plethora of robust and intuitive features that make data handling related tasks extremely simple. Also, ready-made data model kits offered by the same can be deployed with a single click besides setting a proper environment and stage to test the particular models before opting for final deployment. Rivery also enables users to define data wise logic along with native configuration for cloud DWHs. Thus eliminating all types of needs related to installation. Moreover, third-party integration facilities offered by Rivery include platforms like Instagram, Twitter, Snapchat, Tiktok, Adobe Analytics, Google Analytics and GothamAds among many others. show more
Stitch pricing: Starts at $83.33. Offers Free-forever and Custom plan.
What is Stitch and how does it work?
Stitch is a cloud-first, open-source and developer-focused ETL tool that helps its users to move their data faster. The software enables its users to push their data in the software from anywhere and in their own terms. Users can extract data from anywhere through the Singer open-source framework provided by the software. The application is equipped with a REST API that allows its users to push any arbitrary data into their own data house. The software allows its users to collaborate and create using the standard JSON-format. Stitch enables users to specify when and how their data are required to be replicated. It is equipped with a system that detects and reports errors that come up in the data pipeline of the user and automatically resolves those issues when possible. Stitch also notifies the user whenever their input is required. One can also monitor and analyze the replication progress of the software with detailed loading reports and extraction files. show more
CloverDX pricing: CloverDX Offers Custom plan.
What is CloverDX and how does it work?
CloverDX is an enterprise data management platform helping businesses to solve multiple data challenges. The software provides a developer-friendly way of designing and troubleshooting data transformations accurately. Also, an automation facility provided by the same facilitates transparency within multiple tasks. Clover DX even serves as a single platform to publish data. It comes out as an efficient data workload management portal that can handle complex enterprise projects at the same time. Moreover, the architecture of the same is quite open and developer-friendly, allowing seamless flexibility. CloverDX is suitable for a wide range of sectors like banking, capital markets, healthcare and government agencies. The platform is also capable of streamlining efficient operations based on inbuilt functionalities like digital transformation and enterprise data management. While its data pipelines offer a consistent structure, CloverDX specialises in data migration, reducing time and increasing connectivity between systems to deliver projects at the right time. By fixing errors in real-time, it guarantees superior data quality. show more
Dexi.io pricing: Dexi.io Offers Custom plan.
What is Dexi.io and how does it work?
Dexi.io is a digital commerce intelligence platform that enables enterprises to navigate/execute their strategies efficiently, to drive better market and revenue growth. Each enterprise gets a dedicated account manager that helps them to coordinate the delivery of data outputs, robots and integrations. In addition, the platform also enables users to set up a dedicated SLACK instant contact and messaging channel as per need. Which can also be used to directly contact Dexi.io’s experts for guidance. Further, Dexi.io even helps users to manage stakeholders access rights, set up dashboards, manage integrations, update alerts and schedule robot executions alike. These robots deliver the best service for extracting users’ targeted data. Alert and monitoring capabilities available within, helps enterprises manage outputs and performance of live extraction robots, 24/7. It also offers a wide range of training services for users such as classroom training, 1:1 advanced tuition and e-learning workshops. Other essential features include data quality checking practices, checking against selected data points and data normalisations. show more
Alooma pricing: Alooma Offers Custom plan.
What is Alooma and how does it work?
Alooma is an enterprise data pipeline that enables the data teams to have control and visibility while it brings data from various data silos into Bigquery in real-time. The software can stream data by integrating with various accessible data sources such as transactional databases, sales, and marketing services, SDKs, etc. It responds to the changes in data in real-time in order to make sure not to lose any event. Users can choose to manage the changes automatically, or they can also get notified to make changes on demand. The data in the motion platform ensures to securely transfer every event to Certified SOC2, BigQuery, Eu-US Privacy Shield, and HIPAA. Alooma infers the schema automatically or gives the users complete and customizable controls irrespective of the data being structured or semi-structured, changing, or static. The software allows its users to view the incoming events, identify errors in real-time and monitor throughput and latency. show more
Ascend pricing: Starts at $0.01. Offers Free-forever and Custom plan.
What is Ascend and how does it work?
Ascend software is a platform used to Autonomous Dataflow Service to build, scale, and operate continuously optimized. Build Spark-based pipelines with less code. Deploy and run seamlessly in Microsoft Azure, Amazon Web Services, and Google Cloud Platform. Build and visualize declarative configurations using modular transforms in SQL and PySpark, with full lineage and dependency management. Developers, Small, Medium and Large companies make use of the software. show more
Fivetran pricing: Fivetran Offers Custom plan.
What is Fivetran and how does it work?
Fivetran is a platform built for analysts and it helps them to replicate their data with no configurations. The software provides its users with a robust automated pipeline equipped with standardized schemas that allow a user to focus more on analytics rather than ETL. Users can avoid pipeline failures as the software iterates and battle tests their pipelines. One can also maintain and monitor them continuously. The software provides agility that helps its users to add new data sources with the required pace instead of waiting for months to start using the data. It also supports modern cloud warehouses such as Snowflake, BigQuery, Redshift, and Azure that allows users to query anything at any time. Fivetran provides its users with the next level of enterprise security, such as encryption at rest and in motion, SOC 2, and GDPR compliance. Matillion ETL also offers data purge after each second and built-in infrastructure management. show more
Xplenty pricing: Xplenty Offers Custom plan.
What is Xplenty and how does it work?
Xplenty is a data integration cloud-based platform that is used by organizations to create simple and visualized data pipelines to the organization’s data pool for better decision making. It is a comprehensive toolkit for building custom data pipelines as per the needs. Users can perform simple replication to complex data preparation and transformation tasks with a simple interface, which saves them time and efforts. Some of the key features of the platform include scheduling of jobs, monitoring its progress, and also sampling the data outputs. Xplenty’s native connectors enable easy configuration of data from various data sources to public or private cloud or even on-premise infrastructure. Developers can customize and extend the Xplenty platform by using the software’s rich expression language, advanced API, and webhooks. The platform’s scalable and elastic infrastructure can easily increase or decrease the number of records processed, depending on the business needs. show more
Datafold pricing: Datafold Offers Custom plan.
What is Datafold and how does it work?
Datafold is a data observability platform that helps users monitor the quality of their data through profiling, diffs and anomaly detection, integrated within their existing CI & infrastructure. Automated metrics monitoring module within the software, lets users create a smart alert from any SQL query in a single click. The platform runs detailed analysis through the normal behavior of its user’s data, offering timely notifications on detecting anomalies. Further, the ML model within the software is configured to adapt to the trend pattern and seasonality of users’ data, and build respective dynamic thresholds. Users are also allowed to adjust the sensitivity of anomaly detection. With Datafold, users can explore distributions, besides finding relevant fields and datasets. Moreover, the solution integrates with a variety of convenient channels such as Slack, PagerDuty, Email or custom webhooks to send notifications to its users. Other highlighted features of Datafold include, data Q and A automation, immediate impact, enterprise-ready etc. show more
Synatic pricing: Synatic Offers Custom plan.
What is Synatic and how does it work?
Synatic software is a feature-rich data integration and processing tool with a straightforward user interface for tackling data issues. It includes box logging, monitoring, automated triggers, and simple configuration. With Synatic, you may gather your data, push it to the appropriate system, or operationalize it for use by other systems. It transforms your data strategies by combining ETL, integration, API management, and data warehousing into a single solution. The technology is straightforward, requiring less skill learning time and demystifying data. To analyze consumer risk and guarantee that your organization satisfies regulatory requirements, you may effortlessly incorporate KYC, OFAC checks, and bank authorization procedures into your solution stack. It allows you to develop and automate your onboarding process to make sure your consumers get immediate value from your business by allowing you to do complicated data automation operations. Furthermore, its strong hybrid integration platform can ETL Salesforce data into your warehouse, allowing you to gain superior insights from raw customer data without having to write and manage cumbersome ETL scripts. show more
Etlworks Integrator pricing: Starts at $300.0. Offers Custom plan.
What is Etlworks Integrator and how does it work?
Etlworks Integrator is a powerful and easy-to-use cloud data integration service that can work with structured and semi-structured data of all types and sizes. The Integrator software provides data integration solutions for all, such as data export or import, data synchronization, backup, transformation, automation, API creation or binding in the cloud, etc. Etlworks Integrator is both the most powerful and cost-effective tool for cloud data integration in the market. The platform works directly with the customer, without bureaucratic efforts to ensure that your system meets your needs. It also implements the features required by customers in a matter of weeks or even days. The platform provides a single tool for research, business analysis, and data visualization, which supports the search and visualization of data regardless of format and location. The platform integrator can be connected to almost all relational databases and noSQL. show more
AWS Glue pricing: Starts at $0.44.
What is AWS Glue and how does it work?
AWS Glue is a serverless data integration platform that makes combining, preparing, and finding data for application development, machine learning, and analytics a breeze. It delivers all of the features required for data integration, allowing you to begin analyzing and putting your data to use in minutes rather than months. To make data integration simpler, AWS Glue offers both code-based and visual interfaces. The AWS Glue Data Catalog allows users to quickly locate and retrieve data. With just limited clicks in AWS Glue Studio, ETL (extract, transform, and load) developers and data engineers can graphically construct, execute, and monitor ETL processes. AWS Glue DataBrew allows data analysts and scientists to visually enhance, clean, and standardize information without writing codes. AWS Glue scans your data sources, recognizes data types, and recommends schemas for storing your data. It produces the code needed to conduct your data transformations and loading operations automatically. AWS Glue makes it simple to perform and manage hundreds of ETL processes, as well as to mix and duplicate data across numerous data stores using SQL. show more
hotglue pricing: Starts at $199.0. Offers Custom plan.
What is hotglue and how does it work?
hotglue software is a platform used to support data sources using the open source Singer framework. The software offers tools to create and run Python preprocessing scripts. Send new user data to your backend and receive notifications via webbooks.Run jobs on a schedule via API. It integrates with Salesforce, Pipedrive, and more. Developers, Small, Medium companies make use of the software. show more
Airbyte pricing: Airbyte Offers Free-forever plan.
What is Airbyte and how does it work?
Airbyte is an open-source data integration solution, offering pre-built connectors from an API or UI. Enterprises can also customize the connectors to automate their data pipelines within a few minutes, besides generating pipelines in languages of their own choice. They do not have to worry about orchestration, scheduling or monitoring for a change. More than 800 companies are using the platform to get their data synced in real-time. Further, companies also get to self-host Airbyte, eliminating all chances of intervention by third parties. Services like optional, normalized schema let engineers opt for raw data to get going with their own normalization activities. Also, analysts can start using the data right away by opting for a similar module. Integrated APIs deployed by the software lets users get customized notifications without unnecessary delays. Companies just need to authenticate their warehouses and sources to get access to connectors that are capable of adapting to API related changes and schemas. show more
Lyftron pricing: Starts at $175.0.
What is Lyftron and how does it work?
Lyftron is a data transformation platform that allows for on-the-fly data replication in near real time. It prevents unnecessarily long data preparation times and enables you to define virtual data sets before initiating a data pipeline. With Lyftron, any BI tool can be connected to data sources or duplicated tables. You can get access to all sources and data pipelines through a single ADO.NET/JDBC/ODBC driver. You can eliminate complications and load data to a target system in real time with little influence on source systems. It also enables users to add additional levels of encryption and protects important data automatically. You can use Lyftron to establish a data lake by connecting your data sources and using the built-in Apache Spark. This enables users to move at a later time. The platform offers a codeless development environment through an easy-to-use user interface along with data transmission rates that are among the fastest in the industry, as well as offers comprehensive monitoring and assured delivery. Additionally, users can integrate various forms of data without writing any code, enhancing developer productivity. show more
CData Sync pricing: Starts at $999.0. Offers Custom plan.
What is CData Sync and how does it work?
CData Sync is an automated continuous data replication platform providing direct data synchronising options between on-premise and cloud data sources. It delivers impactful features for users to create and maintain a replica of their Saas/cloud data as per convenience. CData Sync provides users with a simple point-and-click replication mechanism, besides supporting accurate replication structures across a wide range of commonly used databases, with extensible data connectivity that can synchronise with completely new data stores. Moreover, users can extract data iteratively with the platform through fully automated extraction tools. Also, with secure backup and archiving facilities, they can protect their organisation from losing valuable data. CData Sync encrypts organisational data and stores it safely in a location of users' choice. CData Sync also supports numerous SaaS/Cloud destinations like Snowflake, Amazon S3, Cassandra and more for users to consolidate their data to data warehouses and get access to comprehensive analytics and reporting. show more
ETL Tools or Extract, Transform and Load tools are required in the data warehousing process. As the name indicates, it consists of three phases: extracting the data from various structured or unstructured sources, then transform data or structuring the data to make it uniform and comply with certain standards, and lastly, loading it into the database. In a way, it's a database management system, because once you've archive data, you could use it for future purposes as well as run analytics to generate insights. There are a lot of open-source ETL tools as well as commercial ETL software, and choosing between them depends upon your needs.
For a software to be in ETL tools category, it must: