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.
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.
Global data center REIT with 300+ facilities in 25+ countries; AI infrastructure surge driving record hyperscaler demand; power availability is key competitive moat; $5.5B FY2024 revenue.
Digital Realty Trust is one of the world's largest data center real estate investment trusts (REITs), founded in 2004 and headquartered in San Francisco, California, trading on NYSE (DLR). The company owns, operates, and develops data centers across 50+ metropolitan markets in 25+ countries, managing over 300 facilities and more than 35 million rentable square feet of critical digital infrastructure. For FY2024, Digital Realty generated approximately $5.5 billion in revenues under CEO Andy Power, who succeeded Bill Stein in 2023, with the company experiencing its strongest demand environment in history driven by hyperscaler and AI infrastructure buildouts from Microsoft, Meta, Google, Amazon, and major cloud and enterprise customers requiring massive compute capacity for AI training and inference workloads.
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