Materialize is a real-time data integration platform that enables organizations to access reliable, up-to-date, and transformed data across their systems while the data is still fresh. Materialize creates and continually updates strongly consistent views of transactional data using standard SQL, allowing teams to assemble and adapt live data services quickly—often in minutes—without the need for specialized infrastructure expertise.
The platform is designed to help businesses move beyond batch data pipelines, making it possible to work with live, transactional data for analytics, automation, and application development. Materialize stands out by delivering trustworthy, strongly consistent data views that are always up-to-date, leveraging familiar SQL skills so companies can use their existing teams to build and maintain real-time data products.
Who Uses Materialize?
Materialize serves a broad range of industries that require actionable, real-time data, including technology, finance, e-commerce, and consumer services. Notable customers include Centerfield, Vontive, Crane, General Mills, PrizePicks, Fubo TV, Superscript, Nanit, and Vori, demonstrating the platform’s versatility in supporting both large enterprises and high-growth startups seeking to modernize their data infrastructure.
How Was Materialize Started?
Materialize was founded by experts with deep backgrounds in data infrastructure, cloud platforms, and advanced analytics. The founding team includes:
- Charles Horner (VP Finance and Operations), formerly an investor at RRE Ventures and banker at Goldman Sachs
- Paul Hemberger (VP, Engineering), previously focused on segmentation and data infrastructure at HubSpot
- Frank McSherry (Chief Scientist), co-inventor of Differential Privacy at Microsoft Research Silicon Valley
- Arjun Narayan (Co-Founder & Board Member), early engineer at Cockroach Labs
- Emily Black (Director of Marketing), with prior experience at Starburst
- Nate Stewart (CEO), who led product at Cockroach Labs
- Seth Wiesman (Director of Field Engineering), a contributor to Apache Flink
Their collective experience in database technology and distributed systems shapes Materialize’s mission to make real-time data integration accessible and reliable for modern businesses. Learn more about their journey on the About page.
What Problems Does Materialize Solve?
Materialize addresses the challenges of delivering real-time, consistent data across diverse systems—challenges that are common in organizations relying on transactional data for analytics, automation, or customer-facing features. By using standard SQL to define and maintain live views, Materialize reduces the complexity and operational burden traditionally associated with streaming data platforms, empowering teams to deliver new data-driven capabilities faster.
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