Alternatives to Singer

ActiveBatch by Redwood is a centralized workload automation platform, that seamlessly connects and automates processes across critical systems like Informatica, SAP, Oracle, Microsoft and more. Use ActiveBatch's low-code Super REST API adapter, intuitive drag-and-drop workflow designer, over 100 pre-built job steps and connectors, available for on-premises, cloud or hybrid environments. Effortlessly manage your processes and maintain visibility with real-time monitoring and customizable alerts via emails or SMS to ensure SLAs are achieved. Experience unparalleled scalability with Managed Smart Queues, optimizing resources for high-volume workloads and reducing end-to-end process times. ActiveBatch holds ISO 27001 and SOC 2, Type II certifications, encrypted connections, and undergoes regular third-party tests. Benefit from continuous updates and unwavering support from our dedicated Customer Success team, providing 24x7 assistance and on-demand training to ensure your success.

It shouldn't take long to analyze data from your business solutions. Zuar Runner allows you to automate your ELT/ETL processes, and have data flow from hundreds of sources into one destination. Zuar Runner can manage everything: transport, warehouse, transformation, model, reporting, and monitoring. Our experts will make sure your deployment goes smoothly and quickly.

Improvado, an ETL solution, facilitates data pipeline automation for marketing departments without any technical skills. This platform supports marketers in making data-driven, informed decisions. It provides a comprehensive solution for integrating marketing data across an organization. Improvado extracts data form a marketing data source, normalizes it and seamlessly loads it into a marketing dashboard. It currently has over 200 pre-built connectors. On request, the Improvado team will create new connectors for clients. Improvado allows marketers to consolidate all their marketing data in one place, gain better insight into their performance across channels, analyze attribution models, and obtain accurate ROMI data. Companies such as Asus, BayCare and Monster Energy use Improvado to mark their markes.

Meltano offers the most flexibility in deployment options. You control your data stack from beginning to end. Since years, a growing number of connectors has been in production. You can run workflows in isolated environments and execute end-to-end testing. You can also version control everything. Open source gives you the power and flexibility to create your ideal data stack. You can easily define your entire project in code and work confidently with your team. The Meltano CLI allows you to quickly create your project and make it easy to replicate data. Meltano was designed to be the most efficient way to run dbt and manage your transformations. Your entire data stack can be defined in your project. This makes it easy to deploy it to production.

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.

InDriver: The Multifunctional Automation engine powered by JavaScript allows for simultaneous task execution. InStudio: GUI application for remote InDriver Configuration across multiple computers. With minimal JS code, and a few mouse clicks, you can easily transform setups into tailored solution. Key Applications Data Automation and Integration Engine Conduct Extract-Transform-Load (ETL) operations effortlessly. Access to RESTful API Resources is streamlined, with simplified request definition, interval settings, JSON data processing and database logins. Industrial Automation Engine Interfacing seamless with PLCs and sensors. Create control algorithms, read/write data and process data to SCADA, MES and other systems. Database Automation Schedule queries to run at specific intervals or on specific events. This will ensure continuous automation.

All your ELT data pipelines, including custom ones, will be up and running in minutes. Your team can focus on innovation and insights. Unify all your data integration pipelines with one open-source ELT platform. Airbyte can meet all the connector needs of your data team, no matter how complex or large they may be. Airbyte is a data integration platform that scales to meet your high-volume or custom needs. From large databases to the long tail API sources. Airbyte offers a long list of connectors with high quality that can adapt to API and schema changes. It is possible to unify all native and custom ELT. Our connector development kit allows you to quickly edit and create new connectors from pre-built open-source ones. Transparent and scalable pricing. Finally, transparent and predictable pricing that scales with data needs. No need to worry about volume. No need to create custom systems for your internal scripts or database replication.

Easy extract, transform, load (ETL), data for data science or analytics. Code-free data flows can be created into data lakes or data marts. Oracle's extensive portfolio of integration solutions. The intuitive user interface allows you to set up integration parameters and automate data mapping from sources and targets. To shape your data, you can use one of the many out-of-the box operators such as a join or aggregate. You can centrally manage your processes and use parameters to override certain configuration values at runtime. Users can view and interact with their data to validate their processes. You can increase productivity and fine-tune data flow on the fly without waiting for executions to complete. Reduce maintenance complexity and avoid broken integration flows as data schemas change.

Blendo is the most popular ETL and ELT data connector tool that dramatically simplifies how you connect data sources with databases. Blendo supports natively-built data connections, making it easy to extract, load and transform (ETL). Automate data management and transform data faster to gain BI insights. Data analysis does not have to be about data warehousing or data management. Automate and sync data from any SaaS app into your data warehouse. Connect to any data source using ready-made connectors. It's as easy as logging in and your data will start syncing immediately. There are no more integrations to create, data to export, or scripts to create. You can save time and gain insights into your business. You can accelerate your exploration and insights time with reliable data, analytical-ready tables, and schemas that can be optimized for analysis with any BI tool.

Boltic makes it easy to create and orchestrate ETL Pipelines. Boltic allows you to extract, transform, and load multiple data sources into any destination, without having to write code. Build end-to-end pipelines with advanced transformations to get analytics-ready data. Integrate data using a list of over 100 pre-built Integrations. Join multiple data sources with just a few clicks, and you're ready to work in the cloud. Boltic's No Code Transformation or Script Engine can be used to create custom scripts for data exploration and cleaning. Invite team members to work together on a secure data operations platform in the cloud to solve organisational problems faster. Schedule ETL pipelines so that they run automatically at predefined intervals. This will make it easier to import, clean, transform, store, and share data. AI & ML can be used to track and analyze key metrics for business. Gain insights into your business and monitor potential issues or opportunities.

CData Sync is a universal database pipeline that automates continuous replication between hundreds SaaS applications & cloud-based data sources. It also supports any major data warehouse or database, whether it's on-premise or cloud. Replicate data from hundreds cloud data sources to popular databases destinations such as SQL Server and Redshift, S3, Snowflake and BigQuery. It is simple to set up replication: log in, select the data tables you wish to replicate, then select a replication period. It's done. CData Sync extracts data iteratively. It has minimal impact on operational systems. CData Sync only queries and updates data that has been updated or added since the last update. CData Sync allows for maximum flexibility in partial and full replication scenarios. It ensures that critical data is safely stored in your database of choice. Get a 30-day trial of the Sync app for free or request more information at www.cdata.com/sync

ibi Data Migrator, a comprehensive ETL tool (Extract Transform Load), is designed to streamline data integration on diverse platforms, including on-premises and cloud environments. It allows for the automation of data mart and data warehouse creation. Source data can be accessed in a variety of formats and operating systems. The platform integrates data from multiple sources into a single or multiple targets. It applies robust data cleansing rules to ensure data quality. Users can schedule data updates based on events or conditional dependencies, and trigger them by user-defined intervals. The system can load star schemas that have slowly changing dimensions. It also offers extensive transaction statistics and extensive logging to provide a deeper insight into data operations. The data management console is a graphical user interface that allows the design, testing and execution of data flows and processes.

Data Bridge is Brave River’s ETL software (Extract. Transform. and Load). It allows users to extract data from a source and then re-format that data before uploading it into the destination file. Multi-step data processing eliminates the extra cost and errors that can be associated with manual data entry. The Data Bridge allows you to process and store data. You can apply unlimited amounts of transformations, resulting in perfectly formatted data throughout your entire ETL process.

A fast extract step can be a critical component of: database archive and replication database reorgs and migrations data warehouse ETL, ELT, and ODS operations offline reporting and bulk data protection IRI Fast Extract (FACT™) is a parallel unload utility for very large database (VLDB) tables in: Oracle DB2 UDB MS SQL Server Sybase MySQL Greenplum Teradata Altibase Tibero FACT uses simple job scripts (supported in a familiar Eclipse GUI) to rapidly create portable flat files. FACT's speed comes from native connection protocols and proprietary split query logic that unloads billions of rows in minutes. Although FACT is a standalone, application-independent utility, it can also work nicely with other programs and platforms. For example, FACT optionally creates metadata for data definition files (.DDF) that IRI CoSort and its compatible data management and protection tools can use to manipulate the flat files. FACT also automatically creates database load utility configuration files for the same source. FACT is also an optional, seamlessly integrated component in the IRI Voracity ETL and data management platform. The automatic metadata creation -- and coexistence of other IRI software in the same IDE --

Many people use Excel, VBA/Python or SQL queries to prepare data. EasyMorph is a purpose built application that has more than 150 built in actions that allow for quick and visual data transformations and automation without the need to code. EasyMorph makes it easy to get rid of complicated scripts and tedious spreadsheets and boosts your productivity. Access data from spreadsheets, emails, email attachments, text files and remote folders. SharePoint, and web (REST APIs) without programming. Visual queries and tools can be used to filter and extract the data you need, without having to ask the IT guys. Automate routine operations using files, spreadsheets websites and emails, without having to write a single line code. One button click can replace repetitive tasks.

80% of enterprise information is in formats that are difficult to use, such as HTML, PDFs, CSVs, PNGs, PPTXs, and others. Unstructured extracts and transforms data in a way that is compatible with all major vector databases and LLM frameworks. Unstructured allows data analysts to pre-process large amounts of data, so they can spend less time cleaning and collecting data and more time modeling. Our enterprise-grade connectors can capture data from anywhere, and then transform it into AI friendly JSON files. This is perfect for companies that are looking to integrate AI into their business. Unstructured delivers data that is curated, free of artifacts and, most importantly, LLM ready.

Traditional data analytics solutions are often static and tabular and fail to capture complex data relationships. Gemini Data connects disparate data sources to create stories. Gemini Explore transforms data analytics through contextual storytelling that allows anyone to intuitively and easily interact with data. It's about simplifying complex information and making it easy to understand and communicate. This allows people to learn faster and do their jobs more efficiently. Gemini Stream allows organizations seamlessly to collect, transform, parse and route machine data to and from the most popular Big Data platforms using a single interface. Gemini Central is a state-of the-art, turn-key solution for your analytics needs. It integrates and is pre-configured using a lightweight OS as well as other management tools and apps.

Stitch is a cloud-based platform that allows you to extract, transform, load data. Stitch is used by more than 1000 companies to move billions records daily from SaaS databases and applications into data warehouses or data lakes.

Power Query makes it easy to connect, extract and transform data from a variety of sources. Power Query is a data preparation and transformation engine. Power Query includes a graphical interface to retrieve data from sources, and a Power Query Editor to apply transformations. The destination where the data will be stored is determined by where Power Query was installed. Power Query allows you to perform the extraction, transform, load (ETL), processing of data. Microsoft's Data Connectivity and Data Preparation technology allows you to seamlessly access data from hundreds of sources and modify it to your requirements. It is easy to use and engage with, and requires no code. Power Query supports hundreds data sources with built in connectors and generic interfaces (such REST APIs and ODBC, OLE and DB) as well as the Power Query SDK for creating your own connectors.

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.

QuerySurge is the smart Data Testing solution that automates the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Applications with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Big Data (Hadoop & NoSQL) Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise Application/ERP Testing Features Supported Technologies - 200+ data stores are supported QuerySurge Projects - multi-project support Data Analytics Dashboard - provides insight into your data Query Wizard - no programming required Design Library - take total control of your custom test desig BI Tester - automated business report testing Scheduling - run now, periodically or at a set time Run Dashboard - analyze test runs in real-time Reports - 100s of reports API - full RESTful API DevOps for Data - integrates into your CI/CD pipeline Test Management Integration QuerySurge will help you: - Continuously detect data issues in the delivery pipeline - Dramatically increase data validation coverage - Leverage analytics to optimize your critical data - Improve your data quality at speed

SQL Server Integration Services (SSIS), which is used for data extract, loading, and processing (ETL) tasks, presents challenges to developers who are creating data-centric applications using the Microsoft data platform. ETL design is an important aspect of ensuring high-performance data-centric applications. If your SSIS packages don't perform efficiently, you could be wasting development resources, processing speed, and hardware resources.

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.

Your data models can be created, edited, and organized. You don't need another data tool to manage your data models. Weld allows you to create and manage them. It is packed with features that make it easy to create your data models: smart autocomplete, code folding and error highlighting, audit logs and version control, collaboration, and version control. We use the same text editor that VS Code - it is fast, powerful, and easy to read. Your queries are organized in a searchable and easily accessible library. Audit logs allow you to see when and by whom the query was last updated. Weld Model allows you to materialize models as views, tables, incremental tables, and views. You can also create custom materializations of your design. With the help of a dedicated team, you can manage all your data operations from one platform.

DataOps ETL Validator, the most comprehensive ETL testing and data validation tool, is the most comprehensive ETL testing automation software. Comprehensive ETL/ELT Validation Tool to automate testing of data migration projects and data warehouses with an easy-to-use component-based user interface and low-code, zero-code test creation. ETL involves extracting data, transforming it according to operational needs, and then loading it into the target database or data store. ETL testing involves verifying accuracy, integrity and completeness of the data as it moves along the ETL process in order to ensure that it meets business requirements and rules. Automation of ETL testing is possible with tools that automate data validation, comparison, and transformation tests. This will speed up the testing cycle, reduce manual labor, and significantly accelerate the testing cycle. ETL Validator automates ETL tests by providing intuitive interfaces to create test cases without extensive programming.

AWS Glue, a fully managed extract-transform-and-load (ETL) service, makes it easy for customers prepare and load their data for analysis. With just a few clicks, you can create and run ETL jobs. AWS Glue simply points to the AWS Data Catalog and AWS Glue finds your data and stores metadata (e.g. AWS Glue Data Catalog contains the table definition and schema. Once your data has been cataloged, it is immediately searchable and queryable. It is also available for ETL.

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.

Product Data is an organization's most important asset. Sharing this technical data is crucial for success in today’s digitally-paced world. CLOVER CollectIT, a web-based, vendor-neutral file management software, allows you to extract, package and securely distribute PLM data and files. CollectIT makes it easy to share product information with vendors, employees, clients, and vendors. This includes product part and BOM representations as well as related CAD files and other technical documents. Transparency and accessibility are key to reducing errors in production, maintenance, as well as in extended enterprise operations. Reduce bottlenecks and automate compilation of technical packages to allow you to spend less time looking for data and more time doing what you love. Non-PLM users can have direct access to PLM content. This will improve communication and support collaboration.

The elegant import button for web apps Drop-in data importer that can be implemented in hours instead of weeks You can give your users the import experience they have always wanted, but never had the time to create. Flatfile's JavaScript configurator lets you set a target model to validate data, allowing users match incoming file information. Flatfile is able to learn over time how data should look, which saves time and makes the process more efficient for customers. Flatfile's validation tools give you complete control over the way data is formatted. You can ensure that imported data is clean and ready for use. You can try the import flow using our file in a custom configuration. To view import analytics, complete the demo in admin dashboard. Flatfile automatically converts to the language of your customer. Advanced functions for data validation and transformation in-line. Data can be uploaded via XLS, CSV, or manually copied from the clipboard.

Our goal was to create user-friendly ETL software that is easy to use and can be used immediately after installation. Our ETL software is easy to use by non-technical staff. There is no need for IT department assistance. Our ETL software allows any business, large or small, to automate routine processes and focus on what is most important: growing their business. By combining simple Package actions together, Advanced ETL Processor Enterprise assists businesses and Fortune 100 companies to build complex data-warehouses that automate complex business processes. The Advanced ETL Processor was developed by people who have years of experience in implementing data warehouses. Perform advanced data validation, transformation.

Altova MapForce, an award-winning graphical data mapping tool that allows for any-to–any conversion and integration, is a winner. Its powerful data mapping tools instantly convert your data and offer multiple options to automate repetitive transformations. Altova MapForce provides unparalleled power and flexibility to perform advanced data mapping, conversion, or transformation. The MapForce Platform costs a fraction of traditional data management products. It is also free from legacy design features and baggage that can make it difficult to use. MapForce's interface allows data integration through a graphical interface. It includes many options for managing, visualizing and manipulating individual maps and complex projects. The design pane allows you to graphically create mapping components, add filters and functions for data manipulation, as well as drag connectors to convert between source and destination formats.

SnapLogic is easy to use, quickly ramp up and learn. SnapLogic allows you to quickly create enterprise-wide apps and data integrations. You can easily expose and manage APIs that expand your world. Reduce the manual, slow, and error-prone processes and get faster results for business processes like customer onboarding, employee off-boarding, quote and cash, ERP SKU forecasting and support ticket creation. You can monitor, manage, secure and govern all your data pipelines, API calls, and application integrations from one single window. Automated workflows can be created for any department in your enterprise within minutes, not days. SnapLogic platform can connect employee data from all enterprise HR apps and data sources to deliver exceptional employee experiences. Discover how SnapLogic can help create seamless experiences powered with automated processes.

Don't take your data for granted. Use Revenue Operations Intelligence. Vertify can help you speed up revenue generation and increase customer acquisition. Connect your revenue platforms. Complete automation, no coding required. Real-time data connection. Access to 170MM+ ideal B2B customer contacts. Webform optimization can increase inbound leads. Automated cleaning of B2B contact information. Automated impact reports replace spreadsheets. Keep more and target better. Increase revenue generation speed. Stop using more than 5 revenue applications to create reports. You're not seeing the whole picture. You are reducing productivity and revenue.

Connect and centralize data. Transform your data landscape into a flexible powerhouse. Data Virtuality is a data integration platform that allows for instant data access, data centralization, and data governance. Logical Data Warehouse combines materialization and virtualization to provide the best performance. For high data quality, governance, and speed-to-market, create your single source data truth by adding a virtual layer to your existing data environment. Hosted on-premises or in the cloud. Data Virtuality offers three modules: Pipes Professional, Pipes Professional, or Logical Data Warehouse. You can cut down on development time up to 80% Access any data in seconds and automate data workflows with SQL. Rapid BI Prototyping allows for a significantly faster time to market. Data quality is essential for consistent, accurate, and complete data. Metadata repositories can be used to improve master data management.

BigBI allows data specialists to create their own powerful Big Data pipelines interactively and efficiently, without coding! BigBI unleashes Apache Spark's power, enabling: Scalable processing of Big Data (upto 100X faster). Integration of traditional data (SQL and batch files) with new data Sources include semi-structured data (JSON, NoSQL DBs and Hadoop) as well as unstructured data (text, audio, video). Integration of streaming data and cloud data, AI/ML graphs & graphs

StarfishETL is a Cloud iPaaS solution, which gives it the unique ability to connect virtually any kind of solution to any other kind of solution as long as both of those applications have an API. This gives StarfishETL customers ultimate control over their data projects, with the ability to build more unique and scalable data connections.

esProc, a professional structured computing tool is available. It is built-in with SPL language that is more natural and simpler than python. Complex data processing will make it more difficult to use simple SPL syntax and follow clear steps. You can see the result of each action and control the calculation process according to that outcome. It is particularly useful for solving order-related calculations, such as the problems in desktop data analysis: same/last period ratio, ratio compared with last period, relative interval retrieving, ranking within groups, TopN within groups. esProc is able to directly process data files such CSV, Excel and JSON.

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!

Switchboard, a data engineering automation platform that is driven by business teams, allows you to aggregate disparate data at scale and make better business decisions. Get timely insights and precise forecasts. No more outdated manual reports or poorly designed pivot tables that don’t scale. Directly pull data from the right formats and reconfigure them in a non-code environment. Reduce dependency on engineering teams. API outages, bad schemas and missing data are gone thanks to automatic monitoring and backfilling. It's not a dumb API. Instead, it's an ecosystem of pre-built connectors which can be quickly and easily adapted to transform raw data into strategic assets. Our team of experts have worked in data teams at Google, Facebook, and other companies. These best practices have been automated to improve your data game. Data engineering automation platform that enables authoring and workflow processes. It is designed to scale with terabytes.

Businesses must adapt quickly to meet changing customer preferences and requirements. Sprinkle is an agile analytics platform that helps you meet changing customer needs. Sprinkle was created with the goal of simplifying end-to-end data analytics for organisations. It allows them to integrate data from multiple sources, change schemas, and manage pipelines. We created a platform that allows everyone in the organization to search and dig deeper into data without having to have any technical knowledge. Our team has extensive experience with data and built analytics systems for companies such as Yahoo, Inmobi, Flipkart. These companies are able to succeed because they have dedicated teams of data scientists, business analysts, and engineers who produce reports and insights. We discovered that many organizations struggle to access simple self-service reporting and data exploration. We set out to create a solution that would allow all companies to leverage data.

You can deploy production-ready change data capture pipes for high-volume, real time data replication without writing a single line code. Supercharged Change Data Capture. Arcion's distributed Change Data Capture, CDC, allows for automatic schema conversion, flexible deployment, end-to-end replication and much more. Arcion's zero-data loss architecture ensures end-to-end consistency and built-in checkpointing. You can forget about performance and scalability concerns with a distributed, highly parallel architecture that supports 10x faster data replication. Arcion Cloud is the only fully managed CDC offering. You'll enjoy autoscaling, high availability, monitoring console and more. Reduce downtime and simplify data pipelines architecture.

Gravity's mission, to make streaming data from over 100 sources easy and only pay for what you use, is Gravity. Gravity eliminates the need for engineering teams to deliver streaming pipelines. It provides a simple interface that allows streaming to be set up in minutes using event data, databases, and APIs. All members of the data team can now create with a simple point-and-click interface so you can concentrate on building apps, services, and customer experiences. For quick diagnosis and resolution, full Execution trace and detailed error messages are available. We have created new, feature-rich methods to help you quickly get started. You can set up bulk, default schemas, and select data to access different job modes and statuses. Our intelligent engine will keep your pipelines running, so you spend less time managing infrastructure and more time analysing it. Gravity integrates into your systems for notifications, orchestration, and orchestration.

Crux is used by the most powerful people to increase external data integration, transformation and observability, without increasing their headcount. Our cloud-native data technology accelerates the preparation, observation, and delivery of any external dataset. We can guarantee you receive high-quality data at the right time, in the right format, and in the right location. Automated schema detection, delivery schedule inference and lifecycle management are all tools that can be used to quickly build pipelines from any external source of data. A private catalog of linked and matched data products will increase your organization's discoverability. To quickly combine data from multiple sources and accelerate analytics, enrich, validate, and transform any data set, you can enrich, validate, or transform it.

Datagaps DataOps Suite, a comprehensive platform, automates and streamlines data validation processes throughout the entire data lifecycle. It offers end to end testing solutions for ETL projects (Extract Transform Load), data management, data integration and business intelligence (BI). The key features include automated data cleansing and validation, workflow automation and real-time monitoring, as well as advanced BI analytics. The suite supports multiple data sources including relational databases and NoSQL databases as well as cloud platforms and file-based systems. This ensures seamless integration and scalability. Datagaps DataOps Suite, which uses AI-powered data quality assessment and customizable test scenarios, improves data accuracy, consistency and reliability.

Talend Data Catalog provides your organization with a single point of control for all your data. Data Catalog provides robust tools for search, discovery, and connectors that allow you to extract metadata from almost any data source. It makes it easy to manage your data pipelines, protect your data, and accelerate your ETL process. Data Catalog automatically crawls, profiles and links all your metadata. Data Catalog automatically documents up to 80% of the data associated with it. Smart relationships and machine learning keep the data current and up-to-date, ensuring that the user has the most recent data. Data governance can be made a team sport by providing a single point of control that allows you to collaborate to improve data accessibility and accuracy. With intelligent data lineage tracking and compliance tracking, you can support data privacy and regulatory compliance.

Cloud-Native ETL tool. You can load and transform data to your cloud data warehouse in minutes. We have redesigned the traditional ETL process to create a solution for data integration in the cloud. Our solution makes use of the cloud's near-infinite storage capacity, which means that your projects have near-infinite scaling. We reduce the complexity of moving large amounts data by working in the cloud. In just fifteen minutes, you can process a billion rows and go live in five minutes. Modern businesses need to harness their data to gain greater business insight. Matillion can help you take your data journey to the next level by migrating, extracting, and transforming your data in cloud. This will allow you to gain new insights as well as make better business decisions.

Flatirons Fuse, an embeddable CSV export tool, makes it easy and painless to import data to your website. Your customers can either import their data themselves or have Flatirons Fuse do it for them. You can auto-adjust customer data and make corrections to ensure it matches your schema. Our powerful validation system will ensure that you don't make mistakes. It can be costly and time-consuming to create a CSV import tool that your customers can use. Flatirons Fuse allows you to refocus your development efforts on the areas that matter for your business. Your customers can import their data within minutes with just a few lines code Importing data can be frustrating and confusing. Your customers have worked hard to create a user-friendly product. Now, bring that same experience to data onboarding. With AI-powered column matching and frontend data validation and cleaning as well as backend data validation support, data import into your system is fast, simple, and painless.

Your cloud data platform. Access to any data you need with unlimited scalability. All your data is available to you, with the near-infinite performance and concurrency required by your organization. You can seamlessly share and consume shared data across your organization to collaborate and solve your most difficult business problems. You can increase productivity and reduce time to value by collaborating with data professionals to quickly deliver integrated data solutions from any location in your organization. Our technology partners and system integrators can help you deploy Snowflake to your success, no matter if you are moving data into Snowflake.

Unify data from over 100 sources to help your team quickly deliver better insights. Sync data from data warehouses into the business tools that your team prefers. Save up to 75% on your costs by efficiently scaling data operations using a platform that is custom-built for your data teams. You don't want to deal with the hassle of managing your data warehouse? We are the only platform to offer an integrated managed data store that meets all your data management requirements. Choose from a growing list of 100+ fully-managed connectors and 20+ destinations, including SaaS applications, databases, datawarehouses, and many more. Securely manage data movement with granularity. Schedule and transform data for analytics in sync with pipelines.

BryteFlow creates the most efficient and automated environments for analytics. It transforms Amazon S3 into a powerful analytics platform by intelligently leveraging AWS ecosystem to deliver data at lightning speed. It works in conjunction with AWS Lake Formation and automates Modern Data Architecture, ensuring performance and productivity.