Financial services organizations need to make trustworthy, transformed data available throughout their systems while it’s still fresh. However, budget constraints and steep learning curves present obstacles to integrating market, trading, and customer data to create real-time data products and services. Traditional tools force difficult trade-offs: OLTP databases can’t handle data-intensive OLAP queries, streaming systems are complex to operate, and data warehouses lack the freshness and cost-efficiency required for online services.
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Materialize is a real-time data integration platform that creates strongly consistent, up-to-date views of transactional data from across your organization. Its SQL interface democratizes the ability to serve and access live data. Materialize can be deployed anywhere your infrastructure runs.
Use Materialize to assemble and adapt live data services in minutes, with the team you already have. Example use cases include:
- Real-time Portfolio Valuation: Combine and aggregate market and trade data to provide clients with immediate portfolio updates as securities and their prices change. This facilitates faster and better decision-making across trading, investment strategies, and client services.
- Fraud Detection: Join multiple data sources, transform them, and use them to power anomaly detection models in real-time to improve profitability and customer satisfaction by flagging and mitigating malicious activity as soon as it occurs.
- Live Customer 360: Create accurate views of a customer across all of their touchpoints to enable SQL-defined alerts, provide tailored web/mobile experiences, and deliver fresh context for LLM-powered customer support agents.
| Simplify your architecture with three common patterns enabled by Materialize | ||
|---|---|---|
| Query Offload (CQRS)
Scale complex read queries more efficiently than a read replica, and without the headaches of cache invalidation. |
Operational Data Store (ODS)
Extract, load, and incrementally transform data from multiple sources. Create live views of your data that can be queried directly or pushed downstream. |
Operational Data Mesh
Use SQL to create and deliver real-time, strongly consistent data products to streamline coordination across services and domains. |
Organizations using Materialize include hedge funds building rules engines to deliver trade suggestions when market conditions change, fintech providers minimizing the time it takes to identify and mitigate fraud, and insurance companies enabling real-time, LLM-assisted loan underwriting.