Compare Microsoft Purview vs. IBM DataStage

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.

Data and automation can be used to protect multi-cloud environments, prioritize risks with pinpoint accuracy, innovate with confidence, and identify and manage risk. Secure your code from the beginning to enable faster innovation. You can gain valuable security insights and build apps faster and more confidently. Our platform uses patented machine learning and behavioral analysis to automatically detect abnormal behavior and determine what is normal in your environment. 360o visibility shows you the entire environment, detecting vulnerabilities and unusual activity. Unmatched fidelity is achieved through data and analytics. Automatedly identify the most important information and eliminate unnecessary alerts. Monolithic rules are no longer necessary with an adaptive platform that is constantly learning.

Experience Semarchy’s flexible unified data platform to empower better business decisions enterprise-wide. With xDM, you can discover, govern, enrich, enlighten and manage data. Rapidly deliver data-rich applications with automated master data management and transform data into insights with xDM. The business-centric interfaces provide for the rapid creation and adoption of data-rich applications. Automation rapidly generates applications to your specific requirements, and the agile platform quickly expands or evolves data applications.

Satori is a Data Security Platform (DSP) that enables self-service data and analytics for data-driven companies. With Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. That means your data consumers get data access in seconds instead of weeks. Satori’s DSP dynamically applies the appropriate security and access policies, reducing manual data engineering work. Satori’s DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously classifies sensitive data in all your data stores (databases, data lakes, and data warehouses), and dynamically tracks data usage while applying relevant security policies. Satori enables your data use to scale across the company while meeting all data security and compliance requirements.

Transparency, choice and control are key to trust. Organizations have the opportunity to leverage these moments to build trust, and provide more valuable experiences. People expect greater control over their data. We offer privacy and data governance automation to help organizations better understand and comply with regulatory requirements. We also operationalize risk mitigation to ensure transparency and choice for individuals. Your organization will be able to achieve data privacy compliance quicker and build trust. Our platform helps to break down silos between processes, workflows, teams, and people to operationalize regulatory compliance. It also allows for trusted data use. Building proactive privacy programs that are rooted in global best practice and not just reacting to individual regulations is possible. To drive mitigation and risk-based decision-making, gain visibility into unknown risks. Respect individual choice and integrate privacy and security by default in the data lifecycle.

Scrut allows you to automate risk assessment and monitoring. You can also create your own unique infosec program that puts your customers' needs first. Scrut lets you manage multiple compliance audits and demonstrate trust in your customers from a single interface. Scrut allows you to discover cyber assets, create your infosec program, monitor your controls 24/7 for compliance, and manage multiple audits at the same time. Monitor risks in your infrastructure and applications landscape in real-time, and stay compliant using 20+ compliance frameworks. Automated workflows and seamless sharing of artifacts allow you to collaborate with team members, auditors and pen-testers. Create, assign and monitor tasks for daily compliance management with automated alerts. Make continuous security compliance easy with the help of more than 70 integrations. Scrut's dashboards are intuitive and provide quick overviews.

OpenDQ is a zero-cost enterprise data quality, master and governance solution. OpenDQ is modularly built and can scale to meet your enterprise data management requirements. OpenDQ provides trusted data using a machine learning- and artificial intelligence-based framework. Comprehensive Data Quality Matching Profiling Data/Address Standardization Master Data Management 360 View of Customer Data Governance Business Glossary Meta Data Management

Twilio Segment’s Customer Data Platform (CDP) provides companies with the data foundation that they need to put their customers at the heart of every decision. Using Twilio Segment, companies can collect, unify and route their customer data into any system. Over 25,000 companies use Twilio Segment to make real-time decisions, accelerate growth and deliver world-class customer experiences.

GRC solution for technology-focused SMBs and Enterprise Information Security Teams. StandardFusion eliminates the need for spreadsheets by using one system of record. You can identify, assess, treat and track risks with confidence. Audit-based activities can be made a standard process. Audits can be conducted with confidence and easy access to evidence. Manage compliance to multiple standards: ISO, SOC and NIST, HIPAA. GDPR, PCI–DSS, FedRAMP, HIPAA. All vendor and third party risk and security questionnaires can be managed in one place. StandardFusion, a Cloud-Based SaaS platform or on-premise GRC platform, is designed to make InfoSec compliance easy, accessible and scalable. Connect what you do with what your company needs.

Interfacing's Digital Twin Organization software offers transparency and governance to improve quality, efficiency, and ensure regulatory compliance. A single platform allows you to map, analyze, and automate your processes, manage regulatory compliance, and assess risks. Interfacing's digital twin solution (Enterprise Process Center-EPC) is an enterprise management platform that allows companies to digitally transform their processes. It helps them streamline operations, improve productivity, and make things more efficient. Interfacing's digital platform - Rapid Application Development Tools (RAD) Tools, with its Low Code Development methodology, will optimize your technical resources and maximize transparency to allow for continuous improvement. Discover how our Low-Code Rapid Application Development module gives you all the tools needed to create and deploy custom, scalable, secure, mobile-ready applications in days vs. months!