Welcome to the Maxq Analytics documentation. Here we share our architecture preferences, engineering best practices and guild policies. ## About Maxq Analytics is a guild of independent data engineers who specialise in building and managing data infrastructure and business analytics systems that are intuitive, scalable, and low-maintenance. By providing fractional data engineering services, Maxq Analytics ensures dependable performance tracking enabling businesses to make informed decisions based on accurate and timely data insights. ## Design In our [[Design Philosophy]] our guild emphasizes the creation of centralized master data models, embedding essential business logic to establish a robust data foundation that streamlines operations. This approach ensures granular metric accountability, enhanced data quality tests, targeted data models, division-specific access rights, high data freshness, and comprehensive stakeholder reports. ## Semantic Nexus A cornerstone of Maxq Analytics' methodology is the [[Semantic Nexus]] architecture. This architecture consolidates industry best practices and addresses common challenges faced by businesses, providing a standardized framework for designing, building, and maintaining complex data systems. The Semantic Nexus facilitates data management and ensures consistency across various business processes. ## Partnerships We are partnered with the leading data engineering and technology platforms [[Cube]], [[dbt]] and [[Preset]]. We integrate the strengths of individual technology providers to deliver superior overall performance. This collaborative approach includes shared communication channels, such as [[Slack]], to effectively resolve issues and explore new data applications. ## Clients We service 8 companies with a total of 450 FTE and an aggregated annualised revenue of 68 mln EUR. Explore the customer case studies of [[Freeday]], [[ClubCollect]], [[C-Job Naval Architects]] and [[DELTA Safety Training]] to get an impression of delivered systems. We are proud to support our clients in sustaining their growth momentum, improve their profitability and become investor due-diligence-ready. ## Principles Our guild's principles are inspired by the christian social tradition, which are: 1. dignity of the human person, 2. commitment to the common good, 3. solidarity with others, 4. care for the vulnarable, 5. promotion of social justice, 6. subsidiarity in responsiblities and 7. stewardship over the earth.