Best Tamr Alternatives in 2025
Find the top alternatives to Tamr currently available. Compare ratings, reviews, pricing, and features of Tamr alternatives in 2025. Slashdot lists the best Tamr alternatives on the market that offer competing products that are similar to Tamr. Sort through Tamr alternatives below to make the best choice for your needs
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BigQuery is a serverless, multicloud data warehouse that makes working with all types of data effortless, allowing you to focus on extracting valuable business insights quickly. As a central component of Google’s data cloud, it streamlines data integration, enables cost-effective and secure scaling of analytics, and offers built-in business intelligence for sharing detailed data insights. With a simple SQL interface, it also supports training and deploying machine learning models, helping to foster data-driven decision-making across your organization. Its robust performance ensures that businesses can handle increasing data volumes with minimal effort, scaling to meet the needs of growing enterprises. Gemini within BigQuery brings AI-powered tools that enhance collaboration and productivity, such as code recommendations, visual data preparation, and intelligent suggestions aimed at improving efficiency and lowering costs. The platform offers an all-in-one environment with SQL, a notebook, and a natural language-based canvas interface, catering to data professionals of all skill levels. This cohesive workspace simplifies the entire analytics journey, enabling teams to work faster and more efficiently.
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Big Data Quality must always be verified to ensure that data is safe, accurate, and complete. Data is moved through multiple IT platforms or stored in Data Lakes. The Big Data Challenge: Data often loses its trustworthiness because of (i) Undiscovered errors in incoming data (iii). Multiple data sources that get out-of-synchrony over time (iii). Structural changes to data in downstream processes not expected downstream and (iv) multiple IT platforms (Hadoop DW, Cloud). Unexpected errors can occur when data moves between systems, such as from a Data Warehouse to a Hadoop environment, NoSQL database, or the Cloud. Data can change unexpectedly due to poor processes, ad-hoc data policies, poor data storage and control, and lack of control over certain data sources (e.g., external providers). DataBuck is an autonomous, self-learning, Big Data Quality validation tool and Data Matching tool.
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Domo
Domo
49 RatingsDomo puts data to work for everyone so they can multiply their impact on the business. Underpinned by a secure data foundation, our cloud-native data experience platform makes data visible and actionable with user-friendly dashboards and apps. Domo helps companies optimize critical business processes at scale and in record time to spark bold curiosity that powers exponential business results. -
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IBM® SPSS® Statistics software is used by a variety of customers to solve industry-specific business issues to drive quality decision-making. The IBM® SPSS® software platform offers advanced statistical analysis, a vast library of machine learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications. Its ease of use, flexibility and scalability make SPSS accessible to users of all skill levels. What’s more, it’s suitable for projects of all sizes and levels of complexity, and can help you find new opportunities, improve efficiency and minimize risk.
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Altair Monarch
Altair
2 RatingsWith more than three decades of expertise in data discovery and transformation, Altair Monarch stands out as an industry pioneer, providing the quickest and most user-friendly method for extracting data from a variety of sources. Users can easily create workflows without any coding knowledge, allowing for collaboration in transforming challenging data formats like PDFs, spreadsheets, text files, as well as data from big data sources and other structured formats into organized rows and columns. Regardless of whether the data is stored locally or in the cloud, Altair Monarch streamlines preparation tasks, leading to faster outcomes and delivering reliable data that supports informed business decision-making. This robust solution empowers organizations to harness their data effectively, ultimately driving growth and innovation. For more information about Altair Monarch or to access a free version of its enterprise software, please click the links provided below. -
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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.
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Incorta
Incorta
Direct is the fastest path from data to insight. Incorta empowers your business with a true self service data experience and breakthrough performance to make better decisions and achieve amazing results. Imagine if you could deliver data projects in days instead of weeks or months, instead of weeks and months with fragile ETL and expensive data warehouses. Our direct approach to analytics enables self-service on-premises or in the cloud with agility and performance. The world's most successful brands use Incorta to succeed where other analytics solutions fail. We offer connectors and pre-built solutions that can be used in your enterprise applications and technologies across multiple industries. Incorta's partners include Microsoft, eCapital and Wipro. They are responsible for delivering innovative solutions and customer success. Join our vibrant partner ecosystem. -
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TiMi
TIMi
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. -
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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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Alteryx
Alteryx
Embrace a groundbreaking age of analytics through the Alteryx AI Platform. Equip your organization with streamlined data preparation, analytics powered by artificial intelligence, and accessible machine learning, all while ensuring governance and security are built in. This marks the dawn of a new era for data-driven decision-making accessible to every user and team at all levels. Enhance your teams' capabilities with a straightforward, user-friendly interface that enables everyone to develop analytical solutions that boost productivity, efficiency, and profitability. Foster a robust analytics culture by utilizing a comprehensive cloud analytics platform that allows you to convert data into meaningful insights via self-service data preparation, machine learning, and AI-generated findings. Minimize risks and safeguard your data with cutting-edge security protocols and certifications. Additionally, seamlessly connect to your data and applications through open API standards, facilitating a more integrated and efficient analytical environment. By adopting these innovations, your organization can thrive in an increasingly data-centric world. -
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Paxata
Paxata
Paxata is an innovative, user-friendly platform that allows business analysts to quickly ingest, analyze, and transform various raw datasets into useful information independently, significantly speeding up the process of generating actionable business insights. Besides supporting business analysts and subject matter experts, Paxata offers an extensive suite of automation tools and data preparation features that can be integrated into other applications to streamline data preparation as a service. The Paxata Adaptive Information Platform (AIP) brings together data integration, quality assurance, semantic enhancement, collaboration, and robust data governance, all while maintaining transparent data lineage through self-documentation. Utilizing a highly flexible multi-tenant cloud architecture, Paxata AIP stands out as the only contemporary information platform that operates as a multi-cloud hybrid information fabric, ensuring versatility and scalability in data handling. This unique approach not only enhances efficiency but also fosters collaboration across different teams within an organization. -
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Informatica MDM
Informatica
Our industry-leading, comprehensive solution accommodates any master data domain, implementation method, and use case, whether in the cloud or on-premises. It seamlessly integrates top-tier data integration, data quality, business process management, and data privacy features. Address intricate challenges directly with reliable insights into essential master data. Automatically establish connections between master, transactional, and interaction data across various domains. Enhance the precision of data records through verification services and enrichment for both B2B and B2C contexts. Effortlessly update numerous master data records, dynamic data models, and collaborative workflows with a single click. Streamline maintenance costs and accelerate deployment through AI-driven match tuning and rule suggestions. Boost productivity by utilizing search functions along with pre-configured, detailed charts and dashboards. In doing so, you can generate high-quality data that significantly enhances business outcomes by providing trusted and pertinent information. This multifaceted approach ensures that organizations can make data-driven decisions with confidence. -
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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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Reltio
Reltio
In today's digital economy, businesses must be agile and utilize a master data management system that is not only scalable but also facilitates hyper-personalization and real-time processing. The Reltio Connected Data Platform stands out as a cloud-native solution capable of managing billions of customer profiles, each enhanced with a myriad of attributes, relationships, transactions, and interactions sourced from numerous data origins. This platform enables enterprise-level mission-critical applications to function continuously, accommodating thousands of internal and external users. Furthermore, the Reltio Connected Data Platform is designed to scale effortlessly, ensuring elastic performance that meets the demands of any operational or analytical scenario. Its innovative polyglot data storage technology offers remarkable flexibility to add or remove data sources or attributes without experiencing any service interruptions. Built on the principles of master data management (MDM) and enhanced with advanced graph technology, the Reltio platform provides organizations with powerful tools to leverage their data effectively. With the ability to adapt rapidly, the Reltio platform positions itself as an essential asset for businesses aiming to thrive in a fast-paced digital landscape. -
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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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iceDQ
Torana
$1000iceDQ, 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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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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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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Rulex
Rulex
€95/month Rulex Platform is a data management and decision intelligence system where you can build, run, and maintain enterprise-level solutions based on business data. By orchestrating data smartly and leveraging decision intelligence – including mathematical optimization, eXplainable AI, rule engines, machine learning, and more – Rulex Platform can address any business challenge and corner case, improving process efficiency and decision-making. Rulex solutions can be easily integrated with any third-party system and architecture through APIs, smoothly deployed into any environment via DevOps tools, and scheduled to run through flexible flow automation. -
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Upsolver
Upsolver
Upsolver makes it easy to create a governed data lake, manage, integrate, and prepare streaming data for analysis. Only use auto-generated schema on-read SQL to create pipelines. A visual IDE that makes it easy to build pipelines. Add Upserts to data lake tables. Mix streaming and large-scale batch data. Automated schema evolution and reprocessing of previous state. Automated orchestration of pipelines (no Dags). Fully-managed execution at scale Strong consistency guarantee over object storage Nearly zero maintenance overhead for analytics-ready information. Integral hygiene for data lake tables, including columnar formats, partitioning and compaction, as well as vacuuming. Low cost, 100,000 events per second (billions every day) Continuous lock-free compaction to eliminate the "small file" problem. Parquet-based tables are ideal for quick queries. -
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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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Ataccama ONE
Ataccama
Ataccama is a revolutionary way to manage data and create enterprise value. Ataccama unifies Data Governance, Data Quality and Master Data Management into one AI-powered fabric that can be used in hybrid and cloud environments. This gives your business and data teams unprecedented speed and security while ensuring trust, security and governance of your data. -
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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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Openprise
Openprise
Openprise is an all-in-one, no-code solution designed to automate a multitude of sales and marketing tasks, ensuring you gain the full value from your RevTech investments. Instead of piecing together a complicated web of various point solutions that can create an unmanageable "Frankenstein architecture," or outsourcing the problem and risking lower quality and service level agreements with unmotivated workers, you can leverage Openprise. This platform incorporates essential business rules, best practices, and data to seamlessly manage numerous tasks such as data cleansing, account scoring, lead routing, and attribution among others. By utilizing pristine data, Openprise takes over all the manual or inefficient processes often handled by sales and marketing automation platforms, including lead routing and attribution, thereby streamlining your operations. Ultimately, this leads to increased efficiency and better outcomes for your marketing and sales efforts. -
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Informatica PowerCenter
Informatica
Embrace flexibility with a top-tier, scalable enterprise data integration platform that boasts high performance. It supports every phase of the data integration lifecycle, from initiating the initial project to ensuring the success of critical enterprise deployments. PowerCenter, a platform driven by metadata, expedites data integration initiatives, enabling businesses to access data much faster than through traditional manual coding. Developers and analysts can work together to quickly prototype, revise, analyze, validate, and launch projects within days rather than taking months. Serving as the cornerstone for your data integration efforts, PowerCenter allows for the use of machine learning to effectively oversee and manage your deployments across various domains and locations, enhancing operational efficiency and adaptability. This level of integration ensures that organizations can respond swiftly to changing data needs and market demands. -
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Datameer
Datameer
Datameer is your go-to data tool for exploring, preparing, visualizing, and cataloging Snowflake insights. From exploring raw datasets to driving business decisions – an all-in-one tool. -
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Stata
StataCorp LLC
$48.00/6-month/ student Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform. Stata is quick and accurate. The extensive graphical interface makes it easy to use, but is also fully programable. Stata's menus, dialogs and buttons give you the best of both worlds. All Stata's data management, statistical, and graphical features are easy to access by dragging and dropping or point-and-click. To quickly execute commands, you can use Stata's intuitive command syntax. You can log all actions and results, regardless of whether you use the menus or dialogs. This will ensure reproducibility and integrity in your analysis. Stata also offers complete command-line programming and programming capabilities, including a full matrix language. All the commands that Stata ships with are available to you, whether you want to create new Stata commands or script your analysis. -
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Oracle Big Data Preparation
Oracle
Oracle Big Data Preparation Cloud Service is a comprehensive managed Platform as a Service (PaaS) solution that facilitates the swift ingestion, correction, enhancement, and publication of extensive data sets while providing complete visibility in a user-friendly environment. This service allows for seamless integration with other Oracle Cloud Services, like the Oracle Business Intelligence Cloud Service, enabling deeper downstream analysis. Key functionalities include profile metrics and visualizations, which become available once a data set is ingested, offering a visual representation of profile results and summaries for each profiled column, along with outcomes from duplicate entity assessments performed on the entire data set. Users can conveniently visualize governance tasks on the service's Home page, which features accessible runtime metrics, data health reports, and alerts that keep them informed. Additionally, you can monitor your transformation processes and verify that files are accurately processed, while also gaining insights into the complete data pipeline, from initial ingestion through to enrichment and final publication. The platform ensures that users have the tools needed to maintain control over their data management tasks effectively. -
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Teradata VantageCloud
Teradata
1 RatingVantageCloud by Teradata is a next-gen cloud analytics ecosystem built to unify disparate data sources, deliver real-time AI-powered insights, and drive enterprise innovation with unprecedented efficiency. The platform includes VantageCloud Lake, designed for elastic scalability and GPU-accelerated AI workloads, and VantageCloud Enterprise, which supports robust analytics capabilities across secure hybrid and multi-cloud deployments. It seamlessly integrates with leading cloud providers like AWS, Azure, and Google Cloud, and supports open table formats like Apache Iceberg for greater data flexibility. With built-in support for advanced analytics, workload management, and cross-functional collaboration, VantageCloud provides the agility and power modern enterprises need to accelerate digital transformation and optimize operational outcomes. -
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IRI CoSort
IRI, The CoSort Company
$4,000 perpetual useFor more four decades, IRI CoSort has defined the state-of-the-art in big data sorting and transformation technology. From advanced algorithms to automatic memory management, and from multi-core exploitation to I/O optimization, there is no more proven performer for production data processing than CoSort. CoSort was the first commercial sort package developed for open systems: CP/M in 1980, MS-DOS in 1982, Unix in 1985, and Windows in 1995. Repeatedly reported to be the fastest commercial-grade sort product for Unix. CoSort was also judged by PC Week to be the "top performing" sort on Windows. CoSort was released for CP/M in 1978, DOS in 1980, Unix in the mid-eighties, and Windows in the early nineties, and received a readership award from DM Review magazine in 2000. CoSort was first designed as a file sorting utility, and added interfaces to replace or convert sort program parameters used in IBM DataStage, Informatica, MF COBOL, JCL, NATURAL, SAS, and SyncSort. In 1992, CoSort added related manipulation functions through a control language interface based on VMS sort utility syntax, which evolved through the years to handle structured data integration and staging for flat files and RDBs, and multiple spinoff products. -
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K2View believes that every enterprise should be able to leverage its data to become as disruptive and agile as possible. We enable this through our Data Product Platform, which creates and manages a trusted dataset for every business entity – on demand, in real time. The dataset is always in sync with its sources, adapts to changes on the fly, and is instantly accessible to any authorized data consumer. We fuel operational use cases, including customer 360, data masking, test data management, data migration, and legacy application modernization – to deliver business outcomes at half the time and cost of other alternatives.
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Invenis
Invenis
Invenis serves as a robust platform for data analysis and mining, enabling users to easily clean, aggregate, and analyze their data while scaling efforts to enhance decision-making processes. It offers capabilities such as data harmonization, preparation, cleansing, enrichment, and aggregation, alongside powerful predictive analytics, segmentation, and recommendation features. By connecting seamlessly to various data sources like MySQL, Oracle, Postgres SQL, and HDFS (Hadoop), Invenis facilitates comprehensive analysis of diverse file formats, including CSV and JSON. Users can generate predictions across all datasets without requiring coding skills or a specialized team of experts, as the platform intelligently selects the most suitable algorithms based on the specific data and use cases presented. Additionally, Invenis automates repetitive tasks and recurring analyses, allowing users to save valuable time and fully leverage the potential of their data. Collaboration is also enhanced, as teams can work together, not only among analysts but across various departments, streamlining decision-making processes and ensuring that information flows efficiently throughout the organization. This collaborative approach ultimately empowers businesses to make better-informed decisions based on timely and accurate data insights. -
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Incedo Lighthouse
Incedo
Introducing a cutting-edge cloud-native platform for Decision Automation that utilizes AI to create tailored solutions for various use cases. Incedo LighthouseTM taps into AI's capabilities within a low-code framework to provide daily insights and actionable recommendations by harnessing the speed and power of Big Data. By optimizing customer experiences and offering highly personalized recommendations, Incedo LighthouseTM helps enhance your revenue potential significantly. Our AI and machine learning-driven models facilitate personalization throughout the entire customer journey. Additionally, Incedo LighthouseTM contributes to cost reduction by streamlining the processes of problem identification, insight generation, and the execution of focused actions. The platform features advanced machine learning for metric monitoring and root cause analysis, ensuring it effectively oversees the quality of large-scale data loads. By leveraging AI and ML to address quality issues, Incedo LighthouseTM enhances data reliability, fostering greater confidence among users in their data-driven decisions. Ultimately, this platform represents a transformative solution for organizations aiming to leverage technology for improved decision-making and operational efficiency. -
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Develop an integrated and streamlined master data management approach across all your business sectors to enhance enterprise data oversight, improve data precision, and lower overall ownership costs. Launch your organization's cloud-based master data management project with a low entry threshold and the flexibility to implement extra governance scenarios at a comfortable pace. By consolidating SAP and external data sources, establish a singular, trusted reference point and facilitate the mass processing of substantial data updates efficiently. Outline, confirm, and track the established business rules to ensure the readiness of master data while assessing the effectiveness of your master data management efforts. Foster a cooperative workflow system with notifications that empower different teams to manage distinct master data characteristics, thereby ensuring the validity of specified data points while promoting accountability and ownership throughout the organization. Moreover, by prioritizing these strategies, you can significantly enhance data consistency and facilitate better decision-making across all levels of the enterprise.
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Datagaps ETL Validator
Datagaps
DataOps ETL Validator stands out as an all-encompassing tool for automating data validation and ETL testing. It serves as an efficient ETL/ELT validation solution that streamlines the testing processes of data migration and data warehouse initiatives, featuring a user-friendly, low-code, no-code interface with component-based test creation and a convenient drag-and-drop functionality. The ETL process comprises extracting data from diverse sources, applying transformations to meet operational requirements, and subsequently loading the data into a designated database or data warehouse. Testing within the ETL framework requires thorough verification of the data's accuracy, integrity, and completeness as it transitions through the various stages of the ETL pipeline to ensure compliance with business rules and specifications. By employing automation tools for ETL testing, organizations can facilitate data comparison, validation, and transformation tests, which not only accelerates the testing process but also minimizes the need for manual intervention. The ETL Validator enhances this automated testing by offering user-friendly interfaces for the effortless creation of test cases, thereby allowing teams to focus more on strategy and analysis rather than technical intricacies. In doing so, it empowers organizations to achieve higher levels of data quality and operational efficiency. -
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Innovative Systems Synchronos
Innovative Systems
An effective platform that provides a precise and unified view of enterprise data. Quick. Accurate. Economical. Synchronos is a robust master data management (MDM) software solution designed for both operational and analytical tasks. It allows businesses to circumvent traditional methods that often demand extensive time and financial commitments, along with significant risks during the implementation and upkeep of MDM. Rather than following conventional paths, Synchronos achieves remarkable accuracy in just one-third of the time and cost typically expected. Our solutions are flexible and evolve alongside your requirements. With a track record of delivering thousands of successful projects, we positively impact millions of clients each day. Our customer-centric approach drives us to continuously push our boundaries and explore innovative strategies for tackling data challenges. With our deep-rooted experience, we collaborate effectively with diverse teams, ensuring that clients can trust us to devise creative solutions tailored to their unique needs. This commitment to adaptability and innovation positions Synchronos as a leader in the MDM space. -
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Syniti Data Matching
Syniti
Enhance your business connectivity, foster growth, and effectively utilize cutting-edge technologies at scale with Syniti’s advanced data matching solutions. Regardless of your data's format or origin, our sophisticated matching software proficiently matches, removes duplicates, integrates, and standardizes data through intelligent, proprietary algorithms. By pushing the limits of traditional data quality approaches, Syniti’s matching solutions empower organizations to become data-centric. Experience an impressive 90% acceleration in data harmonization and a significant 75% decrease in time spent on de-duplication as you transition to SAP S/4HANA. Achieve deduplication, matching, and lookup on billions of records in just 5 minutes, thanks to our performance-ready processing and readily available solutions that function without pre-cleaned data. With the integration of AI, exclusive algorithms, and extensive customization, we enhance matching across intricate datasets while effectively reducing false positives. This innovative approach not only streamlines operations but also positions your business for future growth in a data-driven landscape. -
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Data Ladder
Data Ladder
Data Ladder is a company focused on enhancing data quality and cleansing, committed to assisting clients in maximizing their data through services like data matching, profiling, deduplication, and enrichment. Our goal is to maintain simplicity and clarity in our product offerings, ensuring exceptional solutions and customer service at a competitive price for our clients. Our products serve a wide range of users, including those in the Fortune 500, and we take pride in our ability to effectively listen to our clients, which enables us to swiftly enhance our offerings. Our intuitive and robust software empowers business professionals across various sectors to manage their data more efficiently and positively impact their financial performance. Our flagship data quality software, DataMatch Enterprise, has demonstrated its capability to identify approximately 12% to 300% more matches compared to leading competitors such as IBM and SAS in 15 separate studies. With over a decade of research and development to our name, we are continuously refining our data quality solutions. This unwavering commitment to innovation has resulted in more than 4000 successful installations globally, showcasing the trust placed in our products. Ultimately, our mission is to provide superior data management tools that drive success for our clients. -
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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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Trillium Quality
Precisely
Quickly convert large volumes of disparate data into reliable and actionable insights for your business with scalable data quality solutions designed for enterprises. Trillium Quality serves as a dynamic and effective data quality platform tailored to meet the evolving demands of your organization, accommodating various data sources and enterprise architectures, including big data and cloud environments. Its features for data cleansing and standardization are adept at comprehending global data, such as information related to customers, products, and finances, in any given context—eliminating the need for pre-formatting or pre-processing. Moreover, Trillium Quality can be deployed in both batch and real-time modes, whether on-premises or in the cloud, ensuring that consistent rule sets and standards are applied across a limitless array of applications and systems. The inclusion of open APIs facilitates effortless integration with custom and third-party applications, while allowing for centralized control and management of data quality services from a single interface. This level of flexibility and functionality greatly enhances operational efficiency and supports better decision-making in a rapidly evolving business landscape. -
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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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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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SAS MDM
SAS
Combine master data management solutions with those found in SAS 9.4, where SAS MDM operates as a web-based interface accessible via the SAS Data Management Console. This system delivers a cohesive and precise representation of organizational data by consolidating information from multiple sources into a singular master record. Additionally, SAS® Data Remediation and SAS® Task Manager synergistically enhance SAS MDM's capabilities, as well as those of other SAS products, including SAS® Data Management and SAS® Data Quality. Through SAS Data Remediation, users can address and rectify issues arising from business rules in both batch jobs and real-time processes within SAS MDM. Meanwhile, SAS Task Manager serves as a supportive tool that integrates seamlessly with SAS Workflow technologies, allowing users to manage workflows initiated by other SAS applications with ease. By enabling the initiation, cessation, and transition of workflows uploaded to the SAS Workflow server, this ecosystem empowers organizations to maintain efficient data management practices. Overall, the integration of these technologies creates a robust framework for handling master data effectively. -
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Service Objects Lead Validation
Service Objects
$299/month Think your contact records are accurate? Think again. According to SiriusDecisions, 25% of all contact records contain critical errors. Ensure your data is pristine with Lead Validation – US , a powerful real-time API. It consolidates expertise in verifying business names, emails, addresses, phones, and devices, offering corrections and enhancements to contact records. Plus, it assigns a comprehensive lead quality score from 0 to 100. Integrating seamlessly with CRM and Marketing platforms Lead Validation - US provides actionable insights directly within your workflow. It cross-validates five crucial lead quality components—name, street address, phone number, email address, and IP address—utilizing over 130 data points. This thorough validation helps companies ensure accurate customer data at the point of entry and beyond. -
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Zaloni Arena
Zaloni
An agile platform for end-to-end DataOps that not only enhances but also protects your data assets is available through Arena, the leading augmented data management solution. With our dynamic data catalog, users can enrich and access data independently, facilitating efficient management of intricate data landscapes. Tailored workflows enhance the precision and dependability of every dataset, while machine learning identifies and aligns master data assets to facilitate superior decision-making. Comprehensive lineage tracking, accompanied by intricate visualizations and advanced security measures like masking and tokenization, ensures utmost protection. Our platform simplifies data management by cataloging data from any location, with flexible connections that allow analytics to integrate seamlessly with your chosen tools. Additionally, our software effectively addresses the challenges of data sprawl, driving success in business and analytics while offering essential controls and adaptability in today’s diverse, multi-cloud data environments. As organizations increasingly rely on data, Arena stands out as a vital partner in navigating this complexity.