Materialize is a cloud-based streaming data analytics platform. The product offered by the company is a platform for SQL on streaming data. The features of the product include reusing of skills from traditional SQL queries and applications, data denormalization, application development, alerts, and notifications, real-time data visualizations, task automation, etc.

Materialize simplifies application development with streaming data. Materialize is powered by Timely Dataflow.

Drizly is the world's largest alcohol marketplace and the best way to shop beer, wine, and spirits online. Their customers trust them to be part of their lives – their celebrations, parties, dinners, and quiet nights at home. They partner with the best retail stores in over 1200 cities across North America to serve up the best buying experience. Drizly offers a huge selection and competitive pricing with a side of personalized content.

FASTDATA is a big data analytics platform that leverages GPUs to enable real-time stream data processing. It provides API access to developers to enable stream processing. The firm claims that when its platform is coupled with parallel GPU servers, data processing is 5X faster. The solution finds applications for streaming data processing across areas such as finance, fraud, security, AI, ML, VR/AR, and IoT.

Fastdata.io is developing the world's fastest and most efficient real-time stream processing software engine.

Overview	Materialize	Fast Data
Categories	Data Streaming	Data Streaming
Stage	Late Stage	Mid Stage
Target Segment	Enterprise, Mid size	Enterprise, Mid size
Deployment	On Prem	SaaS
Business Model	Open Source	Commercial
Pricing	Freemium	Contact Sales
Location	New York, US	California, US
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