Soda vs Microsoft Azure
Side-by-side comparison of AI visibility scores, market position, and capabilities
Soda provides a data quality platform with a DSL for writing data checks that run in the data warehouse, enabling both technical and business teams to define and monitor data quality.
About
Soda is a data quality company founded in 2017 in Ghent, Belgium that has raised $76M to build a data quality platform that makes testing and monitoring accessible to both engineers and business stakeholders. The company's Soda Checks Language (SoCL) provides a human-readable syntax for defining data quality checks that execute directly within the data warehouse using SQL, avoiding data movement overhead. The platform allows data engineers to embed quality checks in dbt transformations and Airflow pipelines while giving data analysts and business users a no-code interface to define their own checks for business-critical metrics. Soda integrates with major warehouses and observability tools and provides a collaborative interface for tracking data quality across teams. The company targets the full organizational data quality problem rather than just technical monitoring, helping organizations create a shared understanding of data quality standards between technical and business teams. Soda's European heritage and strong data governance focus make it particularly popular with companies in regulated industries and with those navigating GDPR compliance requirements.
Azure grew 33% YoY in Q2 FY2025, with AI services contributing 13 points of growth — the fastest-growing major cloud platform driven by OpenAI partnership.
About
Microsoft Azure is Microsoft's cloud computing platform — the #2 global cloud infrastructure provider (approximately 22-23% market share) — offering over 200 cloud services including virtual machines, Azure Kubernetes Service, Azure SQL Database, Cosmos DB, Azure AI and Cognitive Services, Azure OpenAI Service, and the deep integration with Microsoft 365, Dynamics 365, GitHub, and the broader Microsoft software ecosystem. Listed on NASDAQ (NASDAQ: MSFT), Azure is part of Microsoft's Intelligent Cloud segment which generated $105+ billion in fiscal year 2024 revenue, with Azure representing the largest and fastest-growing component.
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