OpenRefine vs. Syniti Data Quality Comparison Chart

(Bank CFO) “I don’t have confidence and trust in our data. We keep discovering hidden risks”. Since 70% of data initiatives fail due to unreliable data (Gartner research), are you risking your reputation by trusting the accuracy of your data that you share with your business stakeholders and partners? Data Trust Scores must be measured in Data Lakes, warehouses, and throughout the pipeline, to ensure the data is trustworthy and fit for use. It typically takes 4-6 weeks of manual effort just to set a file or table for validation. Then, the rules have to be constantly updated as the data evolves. The only scalable option is to automate data validation rules discovery and rules maintenance. DataBuck is an autonomous, self-learning, Data Observability, Quality, Trustability and Data Matching tool. It reduces effort by 90% and errors by 70%. "What took my team of 10 Engineers 2 years to do, DataBuck could complete it in less than 8 hours." (VP, Enterprise Data Office, a US bank)

OpenDQ is an enterprise zero license cost data quality, master data management and data governance solution. Built on a modular architecture, OpenDQ scales with your enterprise data management needs. OpenDQ delivers trusted data with a machine learning and artificial intelligence based framework: Comprehensive Data Quality Matching Profiling Data/Address Standardization Master Data Management Customer 360 View Data Governance Business Glossary Meta Data Management

IBM Cognos Analytics acts as your trusted co-pilot for business with the aim of making you smarter, faster, and more confident in your data-driven decisions. IBM Cognos Analytics gives every user — whether data scientist, business analyst or non-IT specialist — more power to perform relevant analysis in a way that ties back to organizational objectives. It shortens each user’s journey from simple to sophisticated analytics, allowing them to harness data to explore the unknown, identify new relationships, get a deeper understanding of outcomes and challenge the status quo. Visualize, analyze and share actionable insights about your data with anyone in your organization with IBM Cognos Analytics.

Melissa’s Web APIs provide a fast, easy way to verify your data upon entry and keep it clean over time. Our APIs offer a wide array of capabilities right from an easy-to-use Developer Portal so building, testing and playing in our API sandbox is as easy as creating an account and getting started. Perform rapid application testing or easily integrate our APIs into your e-commerce website or mobile apps. Melissa’s deep domain experience in data verification and our multi-sourced reference data supports global data verification, enrichments, and cleansing. • Verify, Standardize & Cleanse: Global identities, addresses, phones & email data • Enrich Your Data: Demographic, firmographic, geographic & U.S. property data • Modern Interfaces Available: REST, JSON & XML Get started instantly! All you need is a Melissa account and you’ll get 1,000 free credits.

Use Semarchy unified data platform to experience xDM. Discover, govern, enrich, enlighten and manage data. You can easily transform data into insights with xDM and rapidly deliver data-rich applications with automated master data management. Its business-centric interfaces provide for rapid creation and adoption of data-rich applications, while automation rapidly generates applications to your specific requirements. Use the agile platform to quickly expand or evolve data applications.

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. Per IDC, it’s the #1 CDP in worldwide market share four years in a row (2019-2022). Using Twilio Segment, companies can collect, unify and route their customer data into any system where it’s needed to better understand their customers and create seamless, compelling experiences in real-time. Over 25,000 companies use Twilio Segment to make real-time decisions, accelerate growth and deliver world-class customer experiences.

QVscribe, QRA's flagship product, unifies stakeholders by ensuring clear, concise artifacts. It automatically evaluates requirements, identifies risks, and guides engineers to address them. QVscribe simplifies artifact management by eliminating errors and verifying compliance with quality and industry standards. QVscribe Features: Glossary Integration: QVscribe now adds a fourth dimension by ensuring consistency across teams using different authoring tools. Term definitions appear alongside Quality Alerts, Warnings, and EARS Conformance checks within the project context. Customizable Configurations: Tailor QVscribe to meet specific verification needs for requirements, including business and system documents. This flexibility helps identify issues early before estimates or development progress. Integrated Guidance: QVscribe offers real-time recommendations during the editing process, helping authors effortlessly correct problem requirements and improve their quality.

Making business continuity easy through excellence, teamwork, and passion. Achieve perfect load balancing with a flexible Open Source ADC. Effortlessly enhance the security and continuity of your applications with an open-source load balancer that enables you to reduce costs and achieve maximum flexibility in your IT infrastructure. The first project called Zen Load Balancer (ZEVENET) began its public release in October 2010, and we have not stopped refining security, scalability, and high availability technology ever since. Over time, we have built a robust structure for developing SKUDONET into one of the most significant pieces of the market for application delivery. SKUDONET, previously named ZEVENET is an awesome Load Balancer solution with an Open source license, so efficient that other companies forked it. The engineering team is proud to see that others try to copy it, it shows the great work and the great team behind this project.

Access Server gives you the ability to rapidly deploy a secure remote access solution with a web-based administration interface — all on general purpose computing hardware or virtual machines. Your team will have access to the built-in OpenVPN Connect App and bundled connection profiles. All without adding a ton of extra work to your IT to-do list. OpenVPN Access Server is a full-featured SSL self-hosted VPN software solution that integrates OpenVPN server capabilities, enterprise management capabilities, simplified OpenVPN Connect UI, and OpenVPN Client software packages that accommodate Windows, MAC, and Linux, mobile OS (Android and iOS) environments. OpenVPN Access Server supports a wide range of configurations, including secure and granular remote access to internal network and/ or private cloud network resources and applications with fine-grained access control. OpenVPN also has a cloud-delivered solution called CloudConnexa.

Open LMS leverages open-source software to deliver an effective and engaging learning experience. As the largest commercial provider of hosting and support services for the open-source Moodle™ learning platform, we help global organizations and institutions deliver great learning experiences without complexities. One of the ways Open LMS supports learning is via our commitment to open-source learning technology. The ability to deliver educational materials on a customized, branded platform is highly appealing to companies looking to teach or train students, employees, volunteers, or customers. This opens up a flexible opportunity for your organization to adapt your open-source LMS without vendor and commitment pressure. Previously a Blackboard product, Open LMS was acquired by Learning Technologies Group plc (LTG) in March 2020.