Best ETL Software for Windows of 2026 - Page 2

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.

Numerous individuals rely on Excel, VBA/Python scripts, or SQL queries for preparing data, often due to a lack of awareness of superior options available. EasyMorph stands out as a dedicated tool that offers over 150 built-in actions designed for quick and visual data transformation and automation, all without the need for coding skills. By utilizing EasyMorph, you can move beyond complex scripts and unwieldy spreadsheets, significantly enhancing your productivity. This application allows you to seamlessly retrieve data from a variety of sources such as databases, spreadsheets, emails and their attachments, text files, remote folders, corporate applications like SharePoint, and web APIs, all without needing programming expertise. You can employ visual tools and queries to filter and extract precisely the information you require, eliminating the need to consult IT for assistance. Moreover, it enables you to automate routine tasks associated with files, spreadsheets, websites, and emails with no coding required, transforming tedious and repetitive actions into a simple button click. With EasyMorph, not only is the data preparation process simplified, but users can also focus on more strategic tasks instead of getting bogged down in the minutiae of data handling.

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.

Dataplane's goal is to make it faster and easier to create a data mesh. It has robust data pipelines and automated workflows that can be used by businesses and teams of any size. Dataplane is more user-friendly and places a greater emphasis on performance, security, resilience, and scaling.

K3 is an innovative data integration software developed by BroadPeak, a software company located in New York. Designed as a groundbreaking solution for data management, K3 empowers organizations to seamlessly transform, filter, and consolidate their data, facilitating its distribution to various destinations. The software offers a robust collection of pre-built adapters that allow users to connect diverse applications, ranging from cloud services to traditional on-premise data systems. Among K3's standout features are a user-friendly mapping interface that simplifies data flow, a rules engine that employs When, Then, Else logic to enhance data fields, as well as filtering capabilities to ensure data integrity and validation logic that includes alerts for potential issues. Additionally, K3's adaptability and ease of use make it an essential tool for businesses looking to optimize their data operations and improve decision-making processes.

The IRI Data Manager suite from IRI, The CoSort Company, provides all the tools you need to speed up data manipulation and movement. IRI CoSort handles big data processing tasks like DW ETL and BI/analytics. It also supports DB loads, sort/merge utility migrations (downsizing), and other data processing heavy lifts. IRI Fast Extract (FACT) is the only tool that you need to unload large databases quickly (VLDB) for DW ETL, reorg, and archival. IRI NextForm speeds up file and table migrations, and also supports data replication, data reformatting, and data federation. IRI RowGen generates referentially and structurally correct test data in files, tables, and reports, and also includes DB subsetting (and masking) capabilities for test environments. All of these products can be licensed standalone for perpetual use, share a common Eclipse job design IDE, and are also supported in IRI Voracity (data management platform) subscriptions.

Cyberscience is an international software company that offers Cyberquery, a Business Intelligence suite. Cyberquery is available in both SaaS as well as traditional licensing models. Cyberquery's most valuable features include an intuitive UI, analytics, drills, data visualizations, dashboards and automated content distribution. Cyberscience is different from other vendors in the BI market by offering live phone support and email support. The support team averages 15 years of industry experience. Cyberscience's support team responds to customer queries within minutes. They also score highly in satisfaction surveys.

Allow import jobs to be opened up to non-administrative users. This reduces administrative overhead. One click undo will restore jobs to their pre-operational state. The interface is easy to use and allows for rapid adoption. You can keep files for up to three months. This allows for auditing and review of jobs. Additional duration available.

Integration Engine Solution – Powerful, Flexible and Future-Proof PilotFish gets the job done. PilotFish integration software and services enable the integration of disparate systems using industry and XML standards. The PilotFish graphical automated interface assembly line is the chassis that allows business-critical data to flow between systems and trading partners seamlessly. PilotFish integration software’s flexibility, extensibility and easy learning curve are leveraged across industries and use cases to accelerate integration and increase revenues.

Altova MapForce is a highly acclaimed graphical data mapping software designed for seamless any-to-any data conversion and integration. Its robust suite of data mapping tools enables instant data transformation and offers various automation options for repetitive tasks. With unmatched power and adaptability, Altova MapForce excels in advanced data mapping, conversion, and transformation processes. This platform is available at a much lower price point compared to traditional data management solutions and avoids the limitations associated with outdated design features found in legacy systems. The user-friendly MapForce interface enhances data integration by providing a visual workspace filled with numerous options for managing, visualizing, manipulating, and executing both simple and complex mapping tasks. In the design pane, users can effortlessly define mapping elements, incorporate functions and filters for effective data manipulation, and utilize drag-and-drop connectors to facilitate transformations between various source and target formats, making it a versatile tool for data professionals. This flexibility allows users to tackle diverse data integration challenges with ease and efficiency.

When you have the expertise of an enterprise partner combined with a scalable, easy-to-use data management suite, you can take back control of your data, access it from anywhere, ensure security and compliance, and unlock its power to grow your business. Why Use Sesame Software? Relational Junction builds, populates, and incrementally refreshes your data automatically. Enhance Data Quality - Convert data from multiple sources into a consistent format – leading to more accurate data, which provides the basis for solid decisions. Gain Insights - Automate the update of information into a central location, you can use your in-house BI tools to build useful reports to avoid costly mistakes. Fixed Price - Avoid high consumption costs with yearly fixed prices and multi-year discounts no matter your data volume.

Centralize, transform, and store your data seamlessly. Logstash serves as a free and open-source data processing pipeline on the server side, capable of ingesting data from numerous sources, transforming it, and then directing it to your preferred storage solution. It efficiently handles the ingestion, transformation, and delivery of data, accommodating various formats and levels of complexity. Utilize grok to extract structure from unstructured data, interpret geographic coordinates from IP addresses, and manage sensitive information by anonymizing or excluding specific fields to simplify processing. Data is frequently dispersed across multiple systems and formats, creating silos that can hinder analysis. Logstash accommodates a wide range of inputs, enabling the simultaneous collection of events from diverse and common sources. Effortlessly collect data from logs, metrics, web applications, data repositories, and a variety of AWS services, all in a continuous streaming manner. With its robust capabilities, Logstash empowers organizations to unify their data landscape effectively. For further information, you can download it here: https://sourceforge.net/projects/logstash.mirror/

IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™. Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.

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 --

Data serves as the fundamental asset for all digital transformation efforts. Numerous initiatives encounter obstacles due to the misconception that data quality and availability are guaranteed. Yet, the stark truth is that obtaining relevant data often proves to be challenging, costly, and disruptive. The Datumize Data Collector (DDC) functions as a versatile and lightweight middleware designed to extract data from intricate, frequently transient, and legacy data sources. This type of data often remains largely untapped since accessible methods for retrieval are lacking. By enabling organizations to gather data from various sources, DDC also facilitates extensive edge computing capabilities, which can incorporate third-party applications, such as AI models, while seamlessly integrating the output into preferred formats and storage solutions. Ultimately, DDC presents a practical approach for businesses looking to streamline their digital transformation efforts by efficiently collecting essential operational and business data. Its ability to bridge the gap between complex data environments and actionable insights makes it an invaluable tool in today's data-driven landscape.

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.

TIMi allows companies to use their corporate data to generate new ideas and make crucial business decisions more quickly and easily than ever before. The heart of TIMi’s Integrated Platform. TIMi's ultimate real time AUTO-ML engine. 3D VR segmentation, visualization. Unlimited self service business Intelligence. TIMi is a faster solution than any other to perform the 2 most critical analytical tasks: data cleaning, feature engineering, creation KPIs, and predictive modeling. TIMi is an ethical solution. There is no lock-in, just excellence. We guarantee you work in complete serenity, without unexpected costs. TIMi's unique software infrastructure allows for maximum flexibility during the exploration phase, and high reliability during the production phase. TIMi allows your analysts to test even the most crazy ideas.

Power Query provides a user-friendly solution for connecting, extracting, transforming, and loading data from a variety of sources. Acting as a robust engine for data preparation and transformation, Power Query features a graphical interface that simplifies the data retrieval process and includes a Power Query Editor for implementing necessary changes. The versatility of the engine allows it to be integrated across numerous products and services, meaning the storage location of the data is determined by the specific application of Power Query. This tool enables users to efficiently carry out the extract, transform, and load (ETL) processes for their data needs. With Microsoft’s Data Connectivity and Data Preparation technology, users can easily access and manipulate data from hundreds of sources in a straightforward, no-code environment. Power Query is equipped with support for a multitude of data sources through built-in connectors, generic interfaces like REST APIs, ODBC, OLE, DB, and OData, and even offers a Power Query SDK for creating custom connectors tailored to individual requirements. This flexibility makes Power Query an indispensable asset for data professionals seeking to streamline their workflows.

Lera Technologies' Eficaz data warehouse solutions creates a centralized platform for data management that facilitates the definition of data models, data semantics, and profile data. It also allows data preparations to be shared and data datasets to be shared. Eficaz DW suite enables Business Intelligence reports and visualization. This provides a complete framework for flexible analytics through daily dashboards and reports.

Data cleansing, migration, integration, and reconciliation can occur seamlessly between cloud environments and on-premise systems. Operating on OCI, it provides secure connectivity to Oracle Enterprise Applications whether hosted in the cloud or on-premises. This unified platform facilitates data and setup migrations, integrations, reconciliations, big data ingestion, and archival processes. It boasts over 9,000 pre-built API templates and web services for enhanced functionality. The data quality engine incorporates pre-configured business rules to efficiently profile, clean, enrich, and correct data, ensuring high standards are maintained. With its configurable, agile design, it supports both low-code and no-code environments, allowing for immediate utilization in a fully cloud-enabled context. This migration platform is specifically designed for transferring data into Oracle Cloud Applications, Oracle E-Business Suite, Oracle JD Edwards, Microsoft Dynamics, Oracle Peoplesoft, and numerous other enterprise applications, accommodating a range of legacy systems as well. Its robust and scalable framework is complemented by a user-friendly interface, while more than 3,000 Smart Data Adapters are available, providing comprehensive coverage for various Oracle Applications and enhancing the overall migration experience.

Talend Data Fabric's cloud services are able to efficiently solve all your integration and integrity problems -- on-premises or in cloud, from any source, at any endpoint. Trusted data delivered at the right time for every user. With an intuitive interface and minimal coding, you can easily and quickly integrate data, files, applications, events, and APIs from any source to any location. Integrate quality into data management to ensure compliance with all regulations. This is possible through a collaborative, pervasive, and cohesive approach towards data governance. High quality, reliable data is essential to make informed decisions. It must be derived from real-time and batch processing, and enhanced with market-leading data enrichment and cleaning tools. Make your data more valuable by making it accessible internally and externally. Building APIs is easy with the extensive self-service capabilities. This will improve customer engagement.

EntelliFusion by Teksouth is a fully managed, end to end solution. EntelliFusion's architecture is a one-stop solution for outfitting a company's data infrastructure. Instead of trying to put together multiple platforms for data prep, data warehouse and governance, and then deploying a lot of IT resources to make it all work, EntelliFusion's architecture offers a single platform. EntelliFusion unites data silos into a single platform that allows for cross-functional KPI's. This creates powerful insights and holistic solutions. EntelliFusion's "military born" technology has been able to withstand the rigorous demands of the USA's top echelon in military operations. It was scaled up across the DOD over twenty years. EntelliFusion is built using the most recent Microsoft technologies and frameworks, which allows it to continue being improved and innovated. EntelliFusion is data-agnostic and infinitely scalable. It guarantees accuracy and performance to encourage end-user tool adoption.