Best Datagaps ETL Validator Alternatives in 2025
Find the top alternatives to Datagaps ETL Validator currently available. Compare ratings, reviews, pricing, and features of Datagaps ETL Validator alternatives in 2025. Slashdot lists the best Datagaps ETL Validator alternatives on the market that offer competing products that are similar to Datagaps ETL Validator. Sort through Datagaps ETL Validator alternatives below to make the best choice for your needs
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IRI Voracity
IRI, The CoSort Company
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. -
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Sahi Pro is a suite automation tools for web, Web-services, Windows desktop and Java applications. Sahi Pro features include automatic waits, recorders and accessor spy, inbuilt frame and editor, parallel playback, automatic reporting, automatic logging, and reporting. Also, Sahi Pro can save 70% of the time and effort that is normally spent on test automation. Sahi Pro has been trusted by more than 400 companies around the world and is quickly becoming the preferred tool for test automation in the agile world.
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Datagaps DataOps Suite
Datagaps
The Datagaps DataOps Suite serves as a robust platform aimed at automating and refining data validation procedures throughout the complete data lifecycle. It provides comprehensive testing solutions for various functions such as ETL (Extract, Transform, Load), data integration, data management, and business intelligence (BI) projects. Among its standout features are automated data validation and cleansing, workflow automation, real-time monitoring with alerts, and sophisticated BI analytics tools. This suite is compatible with a diverse array of data sources, including relational databases, NoSQL databases, cloud environments, and file-based systems, which facilitates smooth integration and scalability. By utilizing AI-enhanced data quality assessments and adjustable test cases, the Datagaps DataOps Suite improves data accuracy, consistency, and reliability, positioning itself as a vital resource for organizations seeking to refine their data operations and maximize returns on their data investments. Furthermore, its user-friendly interface and extensive support documentation make it accessible for teams of various technical backgrounds, thereby fostering a more collaborative environment for data management. -
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QuerySurge
RTTS
8 RatingsQuerySurge 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 -
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Union Pandera
Union
Pandera offers a straightforward, adaptable, and expandable framework for data testing, enabling the validation of both datasets and the functions that generate them. Start by simplifying the task of schema definition through automatic inference from pristine data, and continuously enhance it as needed. Pinpoint essential stages in your data workflow to ensure that the data entering and exiting these points is accurate. Additionally, validate the functions responsible for your data by automatically crafting relevant test cases. Utilize a wide range of pre-existing tests, or effortlessly design custom validation rules tailored to your unique requirements, ensuring comprehensive data integrity throughout your processes. This approach not only streamlines your validation efforts but also enhances the overall reliability of your data management strategies. -
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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.
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Integrate.io
Integrate.io
Unify Your Data Stack: Experience the first no-code data pipeline platform and power enlightened decision making. Integrate.io is the only complete set of data solutions & connectors for easy building and managing of clean, secure data pipelines. Increase your data team's output with all of the simple, powerful tools & connectors you’ll ever need in one no-code data integration platform. Empower any size team to consistently deliver projects on-time & under budget. Integrate.io's Platform includes: -No-Code ETL & Reverse ETL: Drag & drop no-code data pipelines with 220+ out-of-the-box data transformations -Easy ELT & CDC :The Fastest Data Replication On The Market -Automated API Generation: Build Automated, Secure APIs in Minutes - Data Warehouse Monitoring: Finally Understand Your Warehouse Spend - FREE Data Observability: Custom Pipeline Alerts to Monitor Data in Real-Time -
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BiG EVAL
BiG EVAL
The BiG EVAL platform offers robust software tools essential for ensuring and enhancing data quality throughout the entire information lifecycle. Built on a comprehensive and versatile code base, BiG EVAL's data quality management and testing tools are designed for peak performance and adaptability. Each feature has been developed through practical insights gained from collaborating with our clients. Maintaining high data quality across the full lifecycle is vital for effective data governance and is key to maximizing business value derived from your data. This is where the BiG EVAL DQM automation solution plays a critical role, assisting you with all aspects of data quality management. Continuous quality assessments validate your organization’s data, furnish quality metrics, and aid in addressing any quality challenges. Additionally, BiG EVAL DTA empowers you to automate testing processes within your data-centric projects, streamlining operations and enhancing efficiency. By integrating these tools, organizations can achieve a more reliable data environment that fosters informed decision-making. -
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DataOps DataFlow
Datagaps
Contact usApache Spark provides a holistic component-based platform to automate Data Reconciliation tests for modern Data Lake and Cloud Data Migration Projects. DataOps DataFlow provides a modern web-based solution to automate the testing of ETL projects, Data Warehouses, and Data Migrations. Use Dataflow to load data from a variety of data sources, compare the data, and load differences into S3 or a Database. Create and run dataflow quickly and easily. A top-of-the-class testing tool for Big Data Testing DataOps DataFlow integrates with all modern and advanced sources of data, including RDBMS and NoSQL databases, Cloud and file-based. -
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RightData
RightData
RightData is a versatile and user-friendly suite designed for data testing, reconciliation, and validation, enabling stakeholders to effectively pinpoint discrepancies in data consistency, quality, completeness, and existing gaps. This solution empowers users to analyze, design, construct, execute, and automate various reconciliation and validation scenarios without needing any programming skills. By identifying data issues in production, it aids in mitigating compliance risks, preserving credibility, and reducing financial exposure for organizations. RightData aims to enhance the overall quality, reliability, consistency, and completeness of your data. Additionally, it streamlines test cycles, thereby lowering delivery costs through the facilitation of Continuous Integration and Continuous Deployment (CI/CD). Furthermore, it automates the internal data audit processes, which not only broadens coverage but also boosts the audit readiness confidence within your organization, ensuring that you remain well-prepared for any compliance evaluations. Ultimately, RightData serves as a comprehensive solution for organizations seeking to optimize their data management processes and maintain high standards of data integrity. -
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Verodat
Verodat
Verodat, a SaaS-platform, gathers, prepares and enriches your business data, then connects it to AI Analytics tools. For results you can trust. Verodat automates data cleansing & consolidates data into a clean, trustworthy data layer to feed downstream reporting. Manages data requests for suppliers. Monitors data workflows to identify bottlenecks and resolve issues. The audit trail is generated to prove quality assurance for each data row. Validation & governance can be customized to your organization. Data preparation time is reduced by 60% allowing analysts to focus more on insights. The central KPI Dashboard provides key metrics about your data pipeline. This allows you to identify bottlenecks and resolve issues, as well as improve performance. The flexible rules engine allows you to create validation and testing that suits your organization's requirements. It's easy to integrate your existing tools with the out-of-the box connections to Snowflake and Azure. -
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Airbyte
Airbyte
$2.50 per creditAirbyte is a data integration platform that operates on an open-source model, aimed at assisting organizations in unifying data from diverse sources into their data lakes, warehouses, or databases. With an extensive library of over 550 ready-made connectors, it allows users to craft custom connectors with minimal coding through low-code or no-code solutions. The platform is specifically designed to facilitate the movement of large volumes of data, thereby improving artificial intelligence processes by efficiently incorporating unstructured data into vector databases such as Pinecone and Weaviate. Furthermore, Airbyte provides adaptable deployment options, which help maintain security, compliance, and governance across various data models, making it a versatile choice for modern data integration needs. This capability is essential for businesses looking to enhance their data-driven decision-making processes. -
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ibi Data Migrator
Cloud Software Group
ibi Data Migrator is a sophisticated ETL (Extract, Transform, Load) solution aimed at optimizing data integration across a variety of platforms, ranging from local systems to cloud solutions. It automates the creation of data warehouses and data marts, providing seamless access to source data in different formats and operating systems. The platform consolidates various data sources into one or more targets while implementing stringent data cleansing rules to maintain data integrity. Users can utilize specialized high-volume data warehouse loaders to schedule updates based on customizable intervals, which can be activated by specific events or conditions. Additionally, it supports the loading of star schemas that include slowly changing dimensions and features comprehensive logging and transaction statistics for better visibility into data processes. The intuitive graphical user interface, known as the data management console, enables users to design, test, and execute their data flows effectively. Overall, ibi Data Migrator enhances operational efficiency by simplifying complex data integration tasks. -
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IRI Data Manager
IRI, The CoSort Company
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. -
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Service Objects Name Validation
Service Objects
$299/month It is important to communicate with a lead or customer effectively. Name Validation is a 40-step process that helps your business eliminate inaccurate and bogus names. It also prevents embarrassing personalization errors from being sent out to customers and prospects. It's important to get the names of your customers and prospects right. Accurate names can be crucial for effective personalization, and are also a good indicator of fraudulent or bogus submissions to web forms. Name Validation verifies both first and last name using a global database with more than 1.4 millions first names and 2.75 millions last names. It corrects common mistakes and flags garbage before it enters into your database. Our real-time service for name validation and verification corrects and tests against a proprietary consumer database that contains millions of names to determine an overall score. This score can be used by your business to block or deny bogus submissions. -
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Data8
Data8
$0.053 per lookupData8 provides an extensive range of cloud-based solutions focused on data quality, ensuring your information remains clean, precise, and current. Our offerings include tailored services for data validation, cleansing, migration, and monitoring to address specific organizational requirements. Among our validation services are real-time verification tools that cover address autocomplete, postcode lookup, bank account validation, email verification, name and phone validation, as well as business insights, all designed to capture accurate customer data during initial entry. To enhance both B2B and B2C databases, Data8 offers various services such as appending and enhancement, email and phone validation, suppression of records for individuals who have moved or passed away, deduplication, merging of records, PAF cleansing, and preference services. Additionally, Data8 features an automated deduplication solution that seamlessly integrates with Microsoft Dynamics 365, allowing for the efficient deduplication, merging, and standardization of multiple records. This comprehensive approach not only improves data integrity but also streamlines operations, ultimately supporting better decision-making within your organization. -
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Orion Data Validation Tool
Orion Innovation
The Orion Data Validation Tool serves as an integration validation solution designed to facilitate business data validation across various integration channels, ensuring compliance with data standards. By harnessing diverse sources and platforms, it enhances data quality effectively. This tool combines integration validation with machine learning features, positioning itself as a holistic solution for data validation, which ensures the accuracy and completeness necessary for sophisticated analytics endeavors. Additionally, it offers a collection of templates that expedite the data validation process and optimize the overall integration workflow. Users can choose from an extensive library of relevant templates or utilize custom files from any data source they prefer. Upon receiving a sample file, the Orion Data Validation Tool adeptly adapts to meet the specific requirements of that file. Subsequently, it assesses the data against established quality standards, while the integrated data listener provides real-time feedback on data validity and integrity scores. Through these capabilities, users can trust in the reliability of their data for informed decision-making. -
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QualiDI
Bitwise Inc
QualiDI is an ETL Test Automation solution that offers a comprehensive platform for centralizing the testing process across multiple ETL tools within an enterprise. This end-to-end ETL Test Automation is crucial for validating data to ensure its accuracy during the transformation from various operational systems to a data warehouse, particularly in complex environments faced with substantial data volumes. By utilizing the QualiDI ETL Testing Automation tool, organizations can streamline their ETL testing process from any source system to any target data warehouse. This empowers developers to work in a consistent and standardized manner, minimizing unnecessary obstacles in their workflow. Furthermore, it helps to eliminate uncertainties, control expenditures, and align cloud-related costs with business objectives. The tool features reusable building blocks that facilitate the delivery of application-aware resources, which are essential for developers' needs. Overall, QualiDI not only enhances testing efficiency but also optimizes resource allocation across the organization. -
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Waaila
Cross Masters
$19.99 per monthWaaila is an all-encompassing tool designed for the automatic monitoring of data quality, backed by a vast network of analysts worldwide, aimed at averting catastrophic outcomes linked to inadequate data quality and measurement practices. By ensuring your data is validated, you can take command of your analytical capabilities and metrics. Precision is essential for maximizing the effectiveness of data, necessitating ongoing validation and monitoring efforts. High-quality data is crucial for fulfilling its intended purpose and harnessing it effectively for business expansion. Improved data quality translates directly into more effective marketing strategies. Trust in the reliability and precision of your data to make informed decisions that lead to optimal outcomes. Automated validation can help you conserve time and resources while enhancing results. Swift identification of issues mitigates significant repercussions and creates new possibilities. Additionally, user-friendly navigation and streamlined application management facilitate rapid data validation and efficient workflows, enabling quick identification and resolution of problems. Ultimately, leveraging Waaila enhances your organization's data-driven capabilities. -
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Skimmer Technology
WhiteSpace Solutions
WhiteSpace offers innovative business integration solutions utilizing our proprietary Skimmer Technology. This technology leverages desktop automation capabilities inherent in the Microsoft Office suite, alongside advanced data mining and extraction methods, to enhance data quality from various sources. The processed data is then transformed into analytical outputs, which can be delivered through MS Excel, MS Word, MS Outlook, or even as web-based content. Many organizational challenges align perfectly with the advantages of Business Integration Solutions. By adopting the Skimmer Technology framework, integration projects benefit from enhanced tools and methodologies. This approach not only mitigates risks significantly but also accelerates the realization of returns. The initial phase of any integration endeavor should focus on the validation of data and reporting processes, as most manual reports lack thorough verification; Skimmers ensure the validation of these reports. Additionally, Skimmers fortify operational processes, thereby reducing the occurrence of variances introduced manually. Ultimately, the implementation of Skimmer Technology fosters a more reliable and efficient integration environment. -
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Datorios
Datorios
FreeSave 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. -
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DataTrust
RightData
DataTrust is designed to speed up testing phases and lower delivery costs by facilitating continuous integration and continuous deployment (CI/CD) of data. It provides a comprehensive suite for data observability, validation, and reconciliation at an extensive scale, all without the need for coding and with user-friendly features. Users can conduct comparisons, validate data, and perform reconciliations using reusable scenarios. The platform automates testing processes and sends alerts when problems occur. It includes interactive executive reports that deliver insights into quality dimensions, alongside personalized drill-down reports equipped with filters. Additionally, it allows for comparison of row counts at various schema levels across multiple tables and enables checksum data comparisons. The rapid generation of business rules through machine learning adds to its versatility, giving users the option to accept, modify, or discard rules as required. It also facilitates the reconciliation of data from multiple sources, providing a complete array of tools to analyze both source and target datasets effectively. Overall, DataTrust stands out as a powerful solution for enhancing data management practices across different organizations. -
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Experian Data Quality
Experian
Experian Data Quality stands out as a prominent leader in the realm of data quality and management solutions. Our all-encompassing offerings ensure that your customer data is validated, standardized, enriched, profiled, and monitored, making it suitable for its intended use. With versatile deployment options, including both SaaS and on-premise solutions, our software can be tailored to fit diverse environments and visions. Ensure that your address data remains current and uphold the accuracy of your contact information consistently with our real-time address verification solutions. Leverage our robust data quality management tools to analyze, transform, and govern your data by creating processing rules tailored specifically to your business needs. Additionally, enhance your mobile and SMS marketing campaigns while establishing stronger connections with customers through our phone validation tools, which are offered by Experian Data Quality. Our commitment to innovation and customer success sets us apart in the industry. -
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Meltano
Meltano
Meltano offers unparalleled flexibility in how you can deploy your data solutions. Take complete ownership of your data infrastructure from start to finish. With an extensive library of over 300 connectors that have been successfully operating in production for several years, you have a wealth of options at your fingertips. You can execute workflows in separate environments, perform comprehensive end-to-end tests, and maintain version control over all your components. The open-source nature of Meltano empowers you to create the ideal data setup tailored to your needs. By defining your entire project as code, you can work collaboratively with your team with confidence. The Meltano CLI streamlines the project creation process, enabling quick setup for data replication. Specifically optimized for managing transformations, Meltano is the ideal platform for running dbt. Your entire data stack is encapsulated within your project, simplifying the production deployment process. Furthermore, you can validate any changes made in the development phase before progressing to continuous integration, and subsequently to staging, prior to final deployment in production. This structured approach ensures a smooth transition through each stage of your data pipeline. -
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vStellar is an all-in-one automated software testing platform designed to accelerate QA processes through a low-code framework that eliminates repetitive manual testing. With comprehensive support for UI, API, mobile, performance, and accessibility testing, it provides a unified solution for complex testing environments. The platform integrates directly with IntelliJ IDEA, allowing users to install a lightweight plugin and begin creating and executing test cases instantly. Teams can define locators, endpoints, and execution parameters visually, then run unlimited test cases with advanced parallelization. Built-in reporting dashboards offer real-time visibility into test results and system performance, while CI/CD integration ensures continuous quality validation during deployments. vStellar’s flexibility supports diverse environments and browsers, enabling consistent validation across platforms and devices. Companies leverage it to reduce QA effort, accelerate release cycles, and enhance overall reliability. With its combination of ease of use and technical depth, vStellar redefines how teams automate testing at scale.
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Early
EarlyAI
$19 per monthEarly is an innovative AI-powered solution that streamlines the creation and upkeep of unit tests, thereby improving code integrity and speeding up development workflows. It seamlessly integrates with Visual Studio Code (VSCode), empowering developers to generate reliable unit tests directly from their existing codebase, addressing a multitude of scenarios, including both standard and edge cases. This methodology not only enhances code coverage but also aids in detecting potential problems early in the software development lifecycle. Supporting languages such as TypeScript, JavaScript, and Python, Early works effectively with popular testing frameworks like Jest and Mocha. The tool provides users with an intuitive experience, enabling them to swiftly access and adjust generated tests to align with their precise needs. By automating the testing process, Early seeks to minimize the consequences of bugs, avert code regressions, and enhance development speed, ultimately resulting in the delivery of superior software products. Furthermore, its ability to quickly adapt to various programming environments ensures that developers can maintain high standards of quality across multiple projects. -
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vTESTstudio
VECTOR Informatik
vTESTstudio allows you to create automated ECU tests. It is designed to improve the efficiency of test design and simplify the reusability. vTESTstudio is available for all phases of product development, from model testing to system validation. Open interfaces allow vTESTstudio to be easily integrated into existing tool chains. Depending on the task or requirements, users can switch between different test design techniques within vTESTstudio to create automation sequences. The Test Table Editor allows you to create linear test sequences quickly and easily in table format. If you separate the files that contain ECU parameters and test vectors, you can achieve a higher level in reuse of functions, test cases, and parameters. -
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Swan Data Migration
Pritna
Our cutting-edge data migration solution is meticulously crafted to seamlessly transfer and convert data from outdated legacy systems to modern frameworks, featuring robust data validation processes and instant reporting capabilities. Frequently, during the data migration journey, critical information may be lost or compromised, leading to significant challenges. The transition from older systems to newer ones entails a complicated and lengthy procedure. While it might be tempting to take shortcuts or to merge data without the necessary tools, such approaches often lead to expensive and prolonged frustrations. For institutions like State Agencies, the stakes are too high to risk errors during the initial transfer. This phase is notoriously difficult, and many organizations struggle to execute it successfully. A successful data migration initiative relies heavily on a solid initial design, which serves as the blueprint for the entire project. This stage involves carefully crafting and coding the rules needed to process various data types according to your unique requirements, ensuring a smoother migration experience. Ultimately, investing time and resources at this stage can significantly enhance the overall efficiency and accuracy of the migration process. -
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GxQuality
GalaxE.Solutions
GxQuality™ is an automated quality assurance application that ensures thorough project validation by generating test scenarios and data while integrating with CI/CD and CV processes. This solution enhances traceability between test conditions and data, supported by managed services from both onshore and offshore teams. Our expertise encompasses a wide range of testing solutions across the enterprise, focusing on DevOps practices, continuous integration and delivery, computer vision, and effective release management strategies. With GxQuality™, organizations can achieve a seamless quality control process, ensuring that all aspects of software deliverables meet the highest standards. -
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RapidAPI
RapidAPI
$59 per user per monthRapidAPI Testing offers a comprehensive solution for functional API testing and monitoring, featuring a user-friendly interface and compatibility with all types of APIs, as well as seamless integration with the RapidAPI Marketplace and Enterprise Hub. This tool empowers users and organizations to ensure the reliability of their APIs through sophisticated functional tests designed for thorough validation. It also allows for centralized monitoring of API tests across diverse geographical locations, enhancing overall efficiency by integrating with CI/CD pipelines and fostering collaboration among teams. Furthermore, RapidAPI Testing supports users in crafting tailored functional test flows that ensure robust validation of REST, SOAP, and GraphQL APIs. With an accessible interface, it presents three distinct options for test creation, making it easy for both developers and non-developers to generate visual, automated, or code-based tests that meet their specific needs. Overall, RapidAPI Testing streamlines the API testing process, ensuring that all users can efficiently verify the functionality of their APIs. -
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Montara
Montara
$100/user/ month Montara enables BI Teams and Data Analysts to model and transform data using SQL alone, easily and seamlessly, and enjoy benefits such a modular code, CI/CD and versioning, automated testing and documentation. With Montara, analysts are able to quickly understand the impact of changes in models on analysis, reports, and dashboards. Report-level lineage is supported, as well as support for 3rd-party visualization tools like Tableau and Looker. BI teams can also perform ad hoc analysis, create dashboards and reports directly on Montara. -
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Etlworks
Etlworks
$300 per monthEtlworks 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. -
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Oracle Cloud Infrastructure Data Integration
Oracle
$0.04 per GB per hourEffortlessly extract, transform, and load (ETL) data for analytics and data science applications. Create seamless, code-free data flows directed towards data lakes and data marts. This functionality is included within Oracle’s extensive suite of integration tools. The user-friendly interface allows for easy configuration of integration parameters and automates the mapping of data between various sources and targets. You can utilize pre-built operators like joins, aggregates, or expressions to effectively manipulate your data. Central management of your processes enables the use of parameters to adjust specific configuration settings during runtime. Users can actively prepare their datasets and observe transformation results in real-time for process validation. Enhance your productivity and adjust data flows instantly, without needing to wait for execution completion. Additionally, this solution helps prevent broken integration flows and minimizes maintenance challenges as data schemas change over time, ensuring a smooth data management experience. This capability empowers users to focus on gaining insights from their data rather than grappling with technical difficulties. -
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ETL tools
DB Software Laboratory
$100 per user per yearOur goal is to create intuitive ETL software that is straightforward to deploy, requires no training for users, and begins functioning immediately after installation. This software is accessible to non-technical personnel, eliminating the need for assistance from the IT department. With our ETL solution, businesses of all sizes can streamline routine processes, allowing them to focus on what truly matters: expanding their operations. Users can design data transformations and establish business rules, incorporating them into packages alongside various actions like reporting, file handling, FTP, and email, all of which can be scheduled for regular execution by seamlessly combining simple package actions. Advanced ETL Processor Enterprise empowers organizations, including Fortune 100 companies, to construct sophisticated data warehouses and effortlessly automate intricate business processes. Developed by experts with extensive experience in data warehouse implementation, the Advanced ETL Processor facilitates advanced data validation and transformation, ensuring reliability and efficiency in data management. By leveraging this powerful tool, businesses can enhance their operational capabilities and drive growth effectively. -
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Cycle Labs
Cycle Labs
Cycle is an automated testing platform designed specifically for your entire team, instilling confidence in your enterprise system deployments by mitigating risks, saving valuable hours, and preventing revenue loss. Unlike other automated testing solutions that kick in only after the development and configuration stages are complete, Cycle testing initiates before these crucial phases and remains active throughout the deployment of your system or during significant updates. This continuous approach to automated testing enables Cycle to detect potential issues early on, thereby minimizing risks and conserving time, financial resources, and manpower. With Cycle, the era of sleepless nights, extended work hours, and overwhelming stress related to system deployments and high-demand periods is behind you. You can create and implement tests that effortlessly retrieve and validate data across various databases, APIs, and vendor-specific protocols. Additionally, the Cycle platform ensures that tests are user-centric and articulated in clear, uncomplicated language, enhancing accessibility for all team members. Embrace a new standard of testing that not only streamlines processes but also fosters greater team collaboration and efficiency. -
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TestStream
Vedant Health
TestStream is not just a testing tool; it leverages intelligent automation to deliver comprehensive and meticulous validation of clinical systems, facilitating large-scale testing without the necessity of traditional test scripts. Beyond its extensive testing functionalities, TestStream guarantees total quality and safety assurance for your clinical infrastructure. By detecting build and maintenance challenges, verifying processes, uncovering the root causes of issues, and more, TestStream ensures that every component of your systems is interconnected, operating efficiently, and functioning as intended—ultimately ensuring that your patients receive the highest standard of care. Moreover, its ability to streamline the testing process allows healthcare providers to focus more on patient interactions rather than administrative tasks. -
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TOP Testing Suite
Computaris
The TOP Testing Suite, developed by R Systems, provides a user-friendly and automated solution designed for comprehensive end-to-end testing, assessment, and validation of telecom services. This suite allows for the swift automation of telecom protocol and software testing plans, significantly cutting down regression testing duration from several days to mere minutes, thus facilitating continuous testing that aligns with Agile and DevOps methodologies. Featuring a user-friendly web-based graphical user interface (GUI), the TOP Testing Suite helps users effectively define and manage a wide variety of test plans while also allowing for the aggregation of results and report generation. Built upon the JMeter platform, this robust suite incorporates a modular, multi-protocol approach that includes both open-source components and specialized plugins developed by R Systems, ensuring a flexible and customizable testing experience. With its cutting-edge features, the TOP Testing Suite stands out as a vital tool for enhancing the efficiency and effectiveness of telecom service testing. -
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Talend Data Catalog
Qlik
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. -
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RaptorXML Server
Altova
€400 one-time paymentIn contemporary enterprises, the surge of Big Data trends and XBRL requirements is generating vast and continuously expanding volumes of data in various formats such as XML, XBRL, JSON, and Avro. Fortunately, there is now a state-of-the-art, lightning-fast engine designed to validate, process, transform, and query all of this data efficiently. RaptorXML guarantees strict adherence to all pertinent XML, XBRL, and JSON standards and undergoes thorough regression and conformance testing, utilizing Altova’s extensive in-house collection of test suites along with industry-standard testing and real-world customer scenarios. As the popularity of JSON continues to grow, so does the necessity for ensuring the accuracy and validity of data transactions, which RaptorXML addresses by offering comprehensive features for JSON syntax checking, validation, and JSON Schema compliance. This engine not only streamlines data handling but also enhances reliability in data exchanges. -
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Spirent Landslide Virtual
Spirent Communications
Spirent Landslide Virtual simulates the behavior of mobile users as they navigate through the network while utilizing both carrier and over-the-top (OTT) services. This advanced solution encompasses a complete range of Mobile Core, Diameter, IMS, and Wi-Fi network nodes and their respective interfaces, allowing for thorough end-to-end network validation or the specific isolation of virtualized EPC, Wi-Fi controllers, and functions related to Authentication, Authorization, & Accounting, as well as policy and charging systems. By providing a comprehensive testing environment, Spirent Landslide Virtual ensures optimal performance with a minimal virtual footprint, making it an efficient choice for network testing. It features extensive coverage for control and data plane assessments from Layer 2 to Layer 7, along with detailed evaluations of Mobile, Wi-Fi, IMS, and Diameter interfaces and nodes. Furthermore, it delivers a high-performance virtual machine designed for validating the throughput of Gateway VNFs. The solution is fully integrated with the Landslide graphical user interface, automation tools, and hardware platforms, enhancing usability and efficiency. Additionally, it supports RESTful APIs and HEAT templates, which facilitate orchestrated deployment and management, ensuring that operators can efficiently control and optimize their network environments. -
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badook
badook AI
Badook empowers data scientists to create automated tests for the data utilized in training and evaluating AI models, among other functionalities. It facilitates automatic and ongoing data validation, which helps to accelerate the process of gaining insights. By freeing data scientists from repetitive tasks, it allows them to focus on more impactful work. Additionally, Badook’s AutoExplorer conducts thorough analyses of your data to identify potential issues, patterns, and trends. The Test SDK from Badook streamlines the creation of data tests, offering robust capabilities for a range of testing needs. With ease, you can develop tests that vary from basic data validity checks to complex statistical and model-based assessments, automating the testing process throughout your system's lifecycle, from development to run-time. Built to operate seamlessly within your cloud infrastructure, Badook maintains the benefits of a fully managed Software as a Service (SaaS) solution. Moreover, its dataset-level Role-Based Access Control (RBAC) allows for the creation of company-wide tests while ensuring security and adherence to stringent regulations. This comprehensive approach not only enhances data integrity but also fosters a collaborative environment among data teams. -
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Thunder Client
Thunder Client
$3 per monthThunder Client is a compact REST API client extension for Visual Studio Code that aims to make API testing easier through its straightforward and user-friendly design. It boasts features like collections, environment variables, and the ability to conduct scriptless testing, enabling developers to systematically manage requests, handle various environments, and verify API responses without needing to write any code. All information is securely stored locally on the user's machine, which guarantees privacy and data safety. Moreover, Thunder Client includes Git synchronization to enhance team collaboration, allowing users to save and share request data within a Git repository seamlessly. Its command-line interface is also compatible with CI/CD integrations, making it easier to automate testing processes and generate reports. With over 5 million users globally, Thunder Client not only integrates effortlessly into the VS Code ecosystem but also elevates the overall efficiency of API development and testing. This extension stands out as an essential tool for developers seeking a reliable solution for their API-related tasks. -
43
RidgeBot
Ridge Security
RidgeBot® offers completely automated penetration testing that identifies and highlights verified risks for remediation by Security Operations Center (SOC) teams. This diligent software robot operates tirelessly, capable of executing security validation tasks on a monthly, weekly, or even daily basis, all while providing a historical trending report for analysis. By ensuring continuous security assessments, customers can enjoy a consistent sense of security. Additionally, evaluate the effectiveness of your security policies through emulation tests aligned with the MITRE ATT&CK framework. The RidgeBot® botlet mimics the behavior of malicious software and downloads malware signatures to assess the security measures of targeted endpoints. Furthermore, it replicates unauthorized data transfers from your servers, which could involve sensitive information such as personal data, financial records, confidential documents, software source codes, and more, ensuring comprehensive protection against potential threats. -
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IBM® Rational® Performance Tester empowers software testing teams to conduct tests earlier and more often within a DevOps framework. It assesses the scalability of web and server applications, uncovers the causes of performance bottlenecks, and streamlines the load testing process. By enabling rapid execution of performance tests, it allows teams to evaluate how application load affects performance. This tool ensures that testing efforts are centered on scalability validation rather than on navigating a complex testing interface. It seamlessly integrates optimal access to essential protocol data and remote system metrics while allowing for the inclusion of custom Java code. By leveraging open standards and fostering shared user experiences, it facilitates collaboration among project team members. Additionally, IBM Rational Performance Tester on Cloud supports extensive and globally distributed performance testing. It generates real-time performance and throughput reports, providing immediate insights into potential performance issues at any stage of the testing process. Consequently, teams can proactively address problems and enhance application performance.
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SOAPSonar
Crosscheck Networks
$80/month Test functional, performance, and security aspects of APIs. Provides Pass/Fail criteria rules to enable regression testing of API behavior. Tests can be run on-demand or automated from the command-line. Supports latest OpenAPI standards for parsing OpenAPI documents and building test cases for the defined operations. Authentication schemes including SAML, OAuth, Basic Auth, Amazon Auth, PKI, and Kerberos. Create behavior baselines and run regression tests to determine breakage or change of behavior. Includes JSON and XML Diff capability. Generate performance load across multiple virtual clients to measure and validate the performance criteria of the target APIs. Security and identity are processed for each request to ensure real world simulated inputs and not replays. Built-in support for AWSv4 signatures enables authentication to test Amazon AWS APIs.