Alternatives to SAP Master Data Governance

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.

Your first-party data can be used to unlock its full potential. D&B Connect is a self-service, customizable master data management solution that can scale. D&B Connect's family of products can help you eliminate data silos and bring all your data together. Our database contains hundreds of millions records that can be used to enrich, cleanse, and benchmark your data. This creates a single, interconnected source of truth that empowers teams to make better business decisions. With data you can trust, you can drive growth and lower risk. Your sales and marketing teams will be able to align territories with a complete view of account relationships if they have a solid data foundation. Reduce internal conflict and confusion caused by incomplete or poor data. Segmentation and targeting should be strengthened. Personalization and quality of marketing-sourced leads can be improved. Increase accuracy in reporting and ROI analysis.

Gain a comprehensive perspective of your supplier network to enhance the management of relationships, risks, and operational workflows. Utilize our master data-driven business solution to effectively oversee supplier information. Facilitate the registration of new suppliers via the portal while ensuring they submit all necessary details. Effortlessly access and verify the information and documents provided by suppliers to confirm their eligibility for onboarding. Centrally validate, verify, and enhance email addresses, physical addresses, and phone numbers through Informatica Data as a Service. Enable vendors to upload updated product catalogs, utilizing Informatica Product 360 to guarantee that you possess thorough information. Gain insights into your suppliers' suppliers and the origins of their services and materials. Evaluate supplier performance and keep track of locations, products supplied, invoice statuses, and the duration of onboarding processes. By improving transparency within your supply chain, you can safeguard your brand and foster greater trust in relationships with third parties, ultimately leading to more robust partnerships and better business outcomes.

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.

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.

Cloudingo simplifies the management of customer data through processes like deduplication, importing, and migration. While Salesforce excels at customer management, it often falls short in ensuring data quality. Issues such as nonsensical customer information, duplicate entries, and inaccurate reports might resonate with you. Relying on merging duplicates individually, using built-in solutions, custom coding, or spreadsheets can only achieve so much. There’s no need to constantly worry about the integrity of your customer data or to invest excessive time in cleaning and organizing Salesforce. You've already faced enough challenges that jeopardize your relationships, result in missed opportunities, and contribute to disorganization. It’s crucial to address these issues. Picture a single solution that transforms your messy, confusing, and unreliable Salesforce data into a streamlined, effective tool for nurturing leads and driving sales. This could revolutionize how you interact with your customers and optimize your business operations.

Graphs represent one of the most adaptable formal data structures, allowing for straightforward mapping of various data formats while effectively illustrating the explicit relationships between items, thus facilitating the integration of new data entries and the exploration of their interconnections. The inherent semantics of the data are clearly defined, incorporating formal methods for inference and validation. Serving as a self-descriptive data model, knowledge graphs not only enable data validation but also provide insights on necessary adjustments to align with data model specifications. The significance of the data is embedded within the graph itself, represented through ontologies or semantic frameworks, which contributes to their self-descriptive nature. Knowledge graphs are uniquely positioned to handle a wide range of data and metadata, evolving and adapting over time much like living organisms. Consequently, they offer a robust solution for managing and interpreting complex datasets in dynamic environments.

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.

Waaila 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.

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

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.

We have achieved remarkable advancements in the AI value chain through a variety of projects that encompass diverse data types, industries, and global regions. Our extensive and varied experiences allow us to tackle specific challenges and enhance solutions across multiple sectors effectively. We provide high-precision custom data sources tailored to your model's requirements from various locations, all while adhering to strict GDPR, SOC 2, and ISO compliance standards. Experience unparalleled data annotation and labeling with an impressive accuracy rate of around 95% across all types of data, which guarantees optimal model performance. In the initial stages of development, evaluate your model's performance to receive an impartial expert assessment concerning vital performance metrics including bias, duplication, and ground truth response. Additionally, enhance the accuracy of your model by utilizing the expertise of our dedicated validation team to confirm and refine your model's outputs for superior results. This comprehensive approach ensures that your AI solutions are not only effective but also responsible and reliable.

Master Data Management serves as a centralized repository for your international tax and legal entity information, ensuring that the system is both integrated and up-to-date for maximum reliability. It enhances the efficiency of reporting and essential operational workflows that depend on comprehensive legal entity data while allowing for centralized data governance and access control, which ultimately saves time and minimizes potential errors. The platform’s adaptability, featuring real-time calculations and a detailed history of ownership values along with other significant attributes, facilitates smoother reporting and modeling, leading to improved analytical capabilities throughout your organization. With the inclusion of multi-factor authentication and adaptable access controls, you can customize security measures to fit your specific requirements, enabling the use of a unified tool across various functions that need on-demand access to the same information. This system is meticulously designed to cater to the unique requirements of tax, corporate secretarial, and legal departments, ensuring they have the resources necessary for success. Moreover, by consolidating data management into one system, organizations can achieve greater transparency and responsiveness in their operations.

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.

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.

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.

Tamr offers a cutting-edge data mastering platform that combines machine learning and human input to eliminate data silos, ensuring continuous data cleansing and accurate information flow throughout your organization. Collaborating with top companies globally, Tamr addresses significant data-related challenges they face. Resolve issues such as duplicate entries and inaccuracies to gain a comprehensive understanding of your data, encompassing everything from customers to products and suppliers. This advanced data mastering solution not only streamlines the integration of machine learning and human expertise but also facilitates delivering reliable data that informs business decisions effectively. By providing clean data to analytics and operational systems, it reduces the effort required by up to 80% compared to conventional methods. Tamr empowers financial institutions to maintain a data-driven approach and enhance their business results, while also assisting public sector organizations in achieving their mission goals faster by minimizing manual processes associated with data entity resolution. Ultimately, Tamr’s platform fosters a more efficient data landscape, driving innovation and improved decision-making across various sectors.

Cloudbridge serves as the pivotal core where all data and processes converge, enabling users to efficiently create and automate workflows from one accessible location. Connect and integrate your source data with cloud applications across your diverse IT landscape. Gain confidence and reliability in your information through robust master data management functionalities. Enhance your team's productivity by providing them with swift and straightforward access to data and applications, allowing them to achieve more in a shorter timeframe. Positioned at the heart of your data and enterprise architecture, Cloudbridge offers a unified platform for synchronizing, refining, reviewing, and modifying your master data. It establishes a "golden source" of information that guarantees the data your team relies on is both trustworthy and precise. As you make updates to your metadata, you’ll see the effects propagate seamlessly throughout your applications and systems, fostering a more cohesive operational environment. This interconnectedness ultimately leads to improved decision-making and a more agile organization.

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.

WinPure™ MDM provides a comprehensive master data management solution tailored to your business needs, enabling a unified view of your data through a variety of features designed to enhance data management. Its offerings are a mix of options sourced from the clean & match enterprise edition, specifically adapted for straightforward web-based data preparation and MDM processes. Users can handle data in various formats and leverage numerous effective methods to clean, standardize, and transform that data. The solution incorporates leading-edge data matching and error-tolerant technologies alongside an easily configurable survivorship mechanism. Key advantages include reduced costs and expedited time to market, along with user-friendly interfaces that require minimal training and implementation efforts. This results in enhanced business outcomes and quicker deployment of MDM systems or other technologies. Additionally, it supports faster and more precise batch loading, along with intuitive data preparation tools. The platform also offers flexible and efficient connectivity with various internal and external databases and systems through its API, facilitating quicker realization of synergies during mergers and acquisitions. Overall, WinPure™ MDM not only streamlines data management but also enhances organizational agility in responding to dynamic market demands.

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.

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.

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.

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.

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.

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.

AB Handshake is a revolutionary solution for telecom service providers. It eliminates fraud on outbound and inbound voice traffic. Our advanced system of interaction between operators validates each call. This ensures 100% accuracy and zero false positives. The Call Registry receives the call details every time a call has been set up. Before the actual call, the validation request is sent to the terminating network. Cross-validation allows for detection of manipulation by comparing call details from different networks. Call registries require no additional investment and run on common-use hardware. The solution is installed within an operator's security perimeter. It complies with security requirements and personal data processing requirements. This is when someone gains access the PBX phone system of a business and makes international calls at the company's expense.

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.

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.

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.

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.

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.

The IBM® Unified Governance and Integration Platform stands out as a powerful and adaptable solution that boasts top-tier data governance and integration features, allowing organizations to effectively identify, manage, and analyze data for valuable insights. This platform offers significant flexibility, enabling users to purchase entitlements for various capabilities in flex points that do not expire and can be utilized across any product within the portfolio as business requirements shift. It encompasses a comprehensive range of IBM solutions, including data governance, data integration, data movement, master data management, and information lifecycle governance, all tailored to serve the needs of enterprises navigating the modern landscape of abundant data, whether structured or unstructured, on-premise or in private and public clouds. In today's digital economy, where entry barriers are continually diminishing, leveraging data-driven insights has become essential, often representing the sole avenue for achieving a competitive edge. As organizations adapt to these changes, the Unified Governance and Integration Platform empowers them to harness their data more effectively, ultimately driving innovation and growth.

Profisee masterdata management (MDM) platform offers organizations a fast, cost-effective and scalable way to distribute trusted data throughout the enterprise. Organizations can manage their enterprise data without the complexity, risk, or data domain boundaries of traditional MDM systems. They can also ensure high data quality and synchronize trusted golden records across databases and systems to provide a single source.

OneTrust offers a comprehensive Data & AI Governance solution that integrates various insights from data, metadata, models, and risk assessments to create and implement effective policies for data and artificial intelligence. This platform not only streamlines the approval process for data products and AI systems, thereby fostering faster innovation, but also ensures business continuity through ongoing surveillance of these systems, which helps maintain regulatory adherence and manage risks efficiently while minimizing application downtime. By centralizing the definition and enforcement of data policies, it simplifies compliance measures for organizations. Additionally, the solution includes essential features such as consistent scanning, classification, and tagging of sensitive data, which guarantee the effective implementation of data governance across both structured and unstructured data sources. Furthermore, it reinforces responsible data utilization by establishing role-based access controls within a strong governance framework, ultimately enhancing the overall integrity and oversight of data practices.

Salesforce Data Cloud serves as a real-time data platform aimed at consolidating and overseeing customer information from diverse sources within a business, facilitating a unified and thorough perspective of each client. This platform empowers organizations to gather, synchronize, and evaluate data in real time, thereby creating a complete 360-degree customer profile that can be utilized across various Salesforce applications, including Marketing Cloud, Sales Cloud, and Service Cloud. By merging data from both online and offline avenues, such as CRM data, transactional records, and external data sources, it fosters quicker and more personalized interactions with customers. Additionally, Salesforce Data Cloud is equipped with sophisticated AI tools and analytical features, enabling businesses to derive deeper insights into customer behavior and forecast future requirements. By centralizing and refining data for practical application, it enhances customer experiences, allows for targeted marketing efforts, and promotes effective, data-driven decisions throughout different departments. Ultimately, Salesforce Data Cloud not only streamlines data management but also plays a crucial role in helping organizations stay competitive in a rapidly evolving marketplace.

eccenca Corporate Memory offers an all-encompassing platform that integrates various disciplines for the management of rules, constraints, capabilities, configurations, and data within a single application. By transcending the shortcomings of conventional application-focused data management approaches, its semantic knowledge graph is designed to be highly extensible and integrates seamlessly, allowing both machines and business users to interpret it effectively. This enterprise knowledge graph platform enhances global data transparency and promotes ownership across different business lines within a complex and ever-evolving data landscape. It empowers organizations to achieve greater agility, autonomy, and automation while maintaining the integrity of existing IT infrastructures. Corporate Memory efficiently consolidates and connects data from diverse sources into a unified knowledge graph, and users can navigate their comprehensive data environment using intuitive SPARQL queries and JSON-LD frames. The platform's data management is executed through the use of HTTP identifiers and accompanying metadata, ensuring a structured and efficient organization of information. Overall, eccenca Corporate Memory positions itself as a transformative solution for modern enterprises grappling with data complexities.

The rapid growth of digital transactions and data has led to a situation where authorization logic is dispersed throughout organizations. This fragmentation can make it challenging to update, audit, and manage such logic, often turning it into a cumbersome process. PingDataGovernance addresses this issue by offering a centralized system for authorization policies that can assess various factors, including identity attributes, entitlements, and contextual information, to facilitate authorization of essential actions and access to valuable data. This solution empowers organizations to respond swiftly without compromising on security or compliance with regulations. With an intuitive drag-and-drop interface, anyone can modify policies in just minutes. Additionally, organizations have the flexibility to determine which teams should have access to manage these policies, allowing for tailored governance. In contrast to traditional role-based access control (RBAC), dynamic authorization leverages important contextual data attributes to evaluate access requests in real-time, enabling centralized policy enforcement that meets regulatory standards. This innovative approach not only streamlines the management of access controls but also enhances overall organizational agility in a rapidly changing digital landscape.

SAP AIW serves as a comprehensive platform for enterprise data governance, facilitating the oversight, tracking, and management of both structured and unstructured asset data across various systems-of-record, including ERP, engineering, PLM, and maintenance systems. Enhance the efficiency of your master data governance by executing intricate multi-object change requests or extensive master data modifications effortlessly in a single action. By ensuring consistent and synchronized data from all record systems, accessible through a unified view, you can significantly reduce environmental and health and safety risks. Maintain and supervise your maintenance tasks with standardized master data, leading to minimized downtime and heightened productivity on the shop floor. Utilize an advanced user interface designed for multi-change object requests, which allows for efficient management of a complete asset structure. Additionally, enrich your asset data by incorporating information from both external and internal sources, which can then be integrated into your internal systems of record. Elevate usability with user-friendly hierarchy processing features that enable searching, copying, and replacing data seamlessly, thereby streamlining the overall data management process. This approach not only simplifies governance but also fosters a more integrated and responsive data environment.

QueryPie serves as a unified platform that consolidates diverse data sources and security protocols into a single interface. Accelerate your company's journey toward achievement without altering your current data infrastructure. In an era driven by data, effective data governance has become essential. Make certain that you adhere to data governance regulations while simultaneously granting multiple users access to an increasing volume of essential data. Formulate data access policies by incorporating crucial factors such as IP addresses and time of access. You can create various privilege types based on SQL commands categorized into DML, DCL, and DDL, allowing for secure data analysis and modifications. Effortlessly monitor SQL event details and analyze user behavior along with potential security threats by examining logs filtered by permissions. Furthermore, all historical data can be exported for comprehensive reporting, ensuring that you have a clear view of your data usage and security practices. This holistic approach not only enhances oversight but also supports informed decision-making for future strategies.

Data8 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.

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.

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.

Master Data Management and Data Governance. Plug and Play adapters for Oracle Hyperion, Onestream, Anaplan, and More. The Leader in Performance Management Master data On-Premise or in the Cloud. Designed to include Business Users in MDM/Data Governance. With built-in application Intelligence, managing hierarchies in EPMware and data governance becomes a seamless process. This creates dimensional consistency across all subscribing apps. Our one-click integration allows hierarchies to be visualized and modeled in a request. This allows for real-time data governance, which ensures that metadata updates are audited and error-proof. EPMware's workflow capabilities allow metadata to be reviewed, approved, and then deployed to both on-premise and in the cloud. There are no files to load or extract, and no manual intervention. Just a seamless, audited metadata integration right out of the box. Integration and Validation Focus EPMware provides native and pre-built integration support to the most popular EPM and CPM technologies.

For the first time, it is now possible to capture and retain data attributes such as meaning, usage, lineage, alignment with business outcomes, and ownership, which are often lost after each project, transforming them into valuable knowledge. These essential attributes can be reused effectively to enhance strategic business initiatives that rely on reliable data. By reusing data, you can achieve your objectives more swiftly. Take advantage of the hidden potential within your data to drive success. Unlocking data's potential in relation to your business context can be a game changer. Many of your projects demand similar insights and comprehension of your data, leading to the constant re-creation of the same information. Syniti can provide this critical knowledge at a significantly reduced cost and with improved precision. Rather than discarding your insights, consider unlocking and reapplying the knowledge embedded in your data. By preserving this knowledge, you create a valuable resource for future projects and insights. This approach not only saves time but also enhances overall business intelligence.