Soda vs Fluor Corporation
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.
Irving TX global EPC contractor (NYSE: FLR) at $16.3B 2024 revenue with $17.7B backlog; new CEO Jim Breuer May 2025 growing data center/semiconductor segment from BHP Olympic Dam to CHIPS Act fabs competing with Bechtel and AECOM.
About
Fluor Corporation is an Irving, Texas-based engineering, procurement, and construction (EPC) company — publicly traded on the New York Stock Exchange (NYSE: FLR) — providing global energy, chemicals, infrastructure, government, and advanced technology clients with EPC project delivery services across the full capital project lifecycle from feasibility through commissioning and maintenance. In 2024, Fluor reported $16.3 billion in revenue (Fortune 500 #265) with $9.5 billion in new awards and an $17.7 billion ending backlog, demonstrating pipeline growth driven by the AI data center construction surge, semiconductor manufacturing expansion (CHIPS Act-funded fabs), and life sciences facility build-out. In May 2025, Jim Breuer was named CEO, succeeding David Constable who became Executive Chairman. Founded in 1912 (113-year operating history), Fluor operates through Urban Solutions (infrastructure, manufacturing, life sciences), Mission Solutions (government), and Energy Solutions (oil, gas, chemicals, renewables) segments.
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