Solutions - Financial Services
Commercial Banks
Reshaping Financial Services with Data Intelligence
Purpose-built for banks across retail, corporate, and capital markets operations, DolphinDB delivers unified data management and compute capabilities for real-time risk control, asset management, and trading analytics.
Request DemoKey Benefits
High-Performance Risk Computation
Fast, low-latency implementation of complex risk models — VaR, counterparty risk, asset classification, and capital adequacy. Supports real-time exposure monitoring, scenario analysis, stress testing, and historical backtesting across multi-asset, multi-dimensional portfolios.
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Unified Multi-Asset Data Model
Abstract bonds, futures, FX forwards, swaps, and options into a single, standardized data model — replacing complex multi-table structures with a unified representation that simplifies cross-asset portfolio analysis.
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Built-In Financial Engineering Library
Ready-to-use functions for bond and option pricing, yield curve construction, and risk exposure measurement — with duration, convexity, and Greeks available as built-in analytics. Supports scenario analysis, stress testing, and custom model extensions for trading and risk teams.
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Unified Stream-Batch Processing
Validate strategies on historical data and deploy directly to live trading — microsecond-level factor computation, no code rewrites between backtest and production.
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What It Does
Market Data Center
A single platform for real-time ingestion and processing of high-frequency market data across multiple markets, seamlessly bridging data acquisition, management, computation, and business consumption.
Quant Research Platform
Store full-market history in a distributed time-series database and replace "storage + Python" workflows with in-database computation — achieving 10-100x faster factor calculation.
Strategy Backtesting
Build high-frequency backtesting systems across multiple asset classes — from tick-level HFT to daily multi-factor strategies. A powerful matching engine ensures backtest logic closely mirrors live execution.
Live Trading
A unified platform spanning market data ingestion, real-time factor computation, pre-trade risk control, post-trade analysis, and position monitoring — with low latency, high throughput, and easy scalability.
Pricing & Risk Analytics Library
Built-in coverage for bonds, rates, FX, and derivatives — high-performance duration, convexity, Greeks, and scenario analysis out of the box, with flexible interfaces for custom model extensions across trading, research, and risk.
Multi-Asset Management Platform
A unified multi-asset solution covering bonds, futures, forwards, swaps, and options — standardizing all assets into computable objects for real-time cross-asset position monitoring, risk calculation, and full-lifecycle portfolio management.
See How DolphinDB Can Elevate Your Financial Services
Request an Exclusive DolphinDB Demo for Banks
Discover how DolphinDB can help your team:
Build a platform for multi-asset valuation, risk, and position managementRun high-fidelity backtests with precise modeling of transaction costs and market impactStrengthen risk monitoring and compliance management for greater operational resilienceReduce system complexity and accelerate delivery of trading and risk initiatives