Altova MapForce vs. ML Pro Comparison Chart

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.

ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training.

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process.

AnalyticsCreator is a metadata-driven data warehouse automation solution built specifically for teams working within the Microsoft data ecosystem. It helps organizations speed up the delivery of production-ready data products by automating the entire data engineering lifecycle—from ELT pipeline generation and dimensional modeling to historization and semantic model creation for platforms like Microsoft SQL Server, Azure Synapse Analytics, and Microsoft Fabric. By eliminating repetitive manual coding and reducing the need for multiple disconnected tools, AnalyticsCreator helps data teams reduce tool sprawl and enforce consistent modeling standards across projects. The solution includes built-in support for automated documentation, lineage tracking, schema evolution, and CI/CD integration with Azure DevOps and GitHub. Whether you’re working on data marts, data products, or full-scale enterprise data warehouses, AnalyticsCreator allows you to build faster, govern better, and deliver

RunMyJobs by Redwood is the #1 and only enterprise workload automation solution that's SAP Endorsed, achieving premium certification and the highest SAP verification for outstanding customer value. With a guaranteed 99.95% uptime and 24/7 support, you can automate end-to-end processes in complex environments reliably, on-prem or in the cloud. SAP customers can keep a clean core and ensures no process disruptions during multiphase RISE migrations with seamless integration with S/4HANA, BTP, ECC and 1,000+ pre-built SAP templates and connectors. Enjoy unparalleled freedom to connect to unlimited servers, applications, and environments, from modern SaaS solutions to legacy systems. Build automations faster with a low-code, drag-and-drop visual editor and an extensive library of templates. Monitor every process from a single pane of glass with real-time visibility. Receive early warnings and configure alerts of potential issues to address them before they impact operations.

GOAT Risk™ is an award-winning, low cost, cloud-based platform that makes risk management simple, fast, and effective. Designed for organisations of all sizes, GOAT replaces outdated spreadsheets with a dynamic, easy-to-use solution - perfect for both risk experts and non-experts alike. With a powerful yet intuitive interface, you can streamline risk management and assurance activities in a single source of the truth. There's no setup or installation costs. And no minimum term. Just an effective, low-cost risk management solution starting from £30 per month. With fast collaboration, powerful 1-click reporting, and a great user experience, GOAT drives accountability and ownership, saving you time and effort. Highly configurable for a huge variety of use cases, GOAT helps you stay ahead.

Axero is an award-winning intranet and employee experience platform. Hundreds of companies use Axero to communicate, collaborate, manage tasks, organize content and develop their company culture. Down with legacy intranets and document dumping grounds that are difficult to update and impossible to maintain. Our unified suite makes it easier than ever to launch modern intranets, employee hubs, enterprise portals & more. Connect your workforce in one integrated platform. Why Axero? We deliver an unmatched client experience. Your success is why we come to work every day. We have high standards and believe in providing the most valuable and pleasant experiences for our clients. Since our founding, Axero has led constant innovation in intranets, digital workplaces, and client services. Our professional services give you direct access to that expertise, to help you hit your goals and transform your business.

HiBob is at the forefront of HR innovation, transforming the way organizations operate in the modern world of work with its award-winning HCM Bob. Its modular approach caters to the needs of multi-national companies seeking agile technology and robust analytics to support operations across distributed workforces in the ever-evolving economic and workplace landscape. Companies using Bob are able to: 1. Accelerate hiring 2. Retain the best talent 3. Upskill and elevate employee experience 4. Make business decisions with people data HiBob's customers appreciate its ease of use, high configurability, and the ability to customize based on business requirements.

Guardz was built from the ground up as a unified cybersecurity platform purpose-built for MSPs. It gives them the native security controls to protect their clients and connect the dots across identities, endpoints, email, cloud, and data, all from a single AI-powered pane of glass. With embedded SentinelOne EDR and extended Cloud ITDR coverage for the full identity attack lifecycle, Guardz 24/7 AI-native and human-led MDR transforms cybersecurity from reactive defense into proactive protection.

GW Apps – Build Powerful Business Apps Without Code. GW Apps is a secure, cloud-based no-code platform that enables businesses to create custom applications and automate workflows without programming. Designed for both business and IT teams, GW Apps combines an intuitive drag-and-drop builder with enterprise-grade security, granular permissions, and powerful workflow automation. From replacing spreadsheets to managing complex, multi-step approvals, GW Apps empowers organizations to design and deploy tailored solutions in days, not months. Our platform supports advanced data management, mobile-ready interfaces, and integration with existing systems, ensuring smooth adoption across teams. With personalized onboarding and expert support, GW Apps helps companies streamline operations, improve collaboration, and accelerate digital transformation—at a fraction of the cost of traditional development.