DolphinDB

Real-time Platform for Analytics and Stream Processing

Powered by High-performance Time Series Database

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DolphinDB AI

The Data Foundation for Next-Gen AI & Real-Time Decision

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LLM Applications & Intelligent Interaction

LLM Applications & Intelligent Interaction

From conversation to decision — AI that understands your business

Smart Q&A

RAG-powered retrieval for precise enterprise knowledge search

Chat-to-Query

Text-to-SQL lets business users query data in plain language

Autonomous Agent

Research, Factors & Stock Selection

Native MCP Support

Native MCP Support

The standardized bridge between LLMs and your private enterprise data

  • LLMs query your database directly
  • Built-in stock analysis toolkit for complex financial operations
  • Fully customizable enterprise tool sets
MCP Protocol
ML Inference Acceleration

ML Inference Acceleration

  • Direct model loading and inference for PyTorch and TensorFlow
  • Native integration with XGBoost, LightGBM, and mainstream ML frameworks
  • In-database execution of genetic programming, Monte Carlo simulations, and other complex computations
  • GPU parallel acceleration for significantly higher throughput
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RAG INTELLIGENCE

DolphinMind

Your DolphinDB Smart Assistant

Chat in natural language for instant guidance and code generation to boost dev efficiency.

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DolphinMind

Why DolphinDB

The Data Foundation for Next-Gen AI & Real-Time Decision

Unparalleled Performance

With full-stack optimization across storage and compute, it delivers millisecond query responses on trillion-scale datasets — over 100× faster than traditional solutions.

2000+ Functions

Developer Friendly

2,000+ built-in functions, SQL-compatible scripting with Python-like syntax, plus rich APIs for integrating with existing systems.

Unified Stream & Batch Processing

Factor and indicator expressions are defined once and run across both real-time and historical analytics, eliminating redundant development.

Lower Operational Cost

One platform covering storage, compute, and analytics end-to-end, replacing fragmented stacks and cutting operational overhead.

Flexible Deployment & Scalability

Effortlessly scale your cluster horizontally. Choose from cloud, on-premise, or hybrid deployment to fit your infrastructure.

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Core Products

DolphinDB Time-Series Database & Real-Time Computing Platform

The all-in-one solution for large-scale data storage, real-time analytics, and complex computation — trusted across finance, energy, power, transportation, and industrial manufacturing.

Columnar storage + vectorized execution for 10–100× faster queries and computation
Unified stream and batch processing with identical factor logic from research to production
2,000+ built-in functions spanning time-series analysis, statistical modeling, and beyond
Multi-paradigm programming to handle complex development needs with eas
High availability with Raft-based replication for uninterrupted data services
Native distributed architecture with horizontal scaling, load balancing, and fault tolerance

Finance

Accelerated Quant Research & Precise Risk Control

Hedge Funds

From high-frequency data storage to factor mining and stream-batch computation — one unified platform powering the full quant workflow from research to live trading.

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Broker-Dealers

From microsecond market data ingestion to analytics across billions of records, millisecond trade decisions to intelligent client services, DolphinDB delivers full front-to-back-office coverage on one unified platform.

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Mutual Funds

High-performance data infrastructure and intelligent platforms, purpose-built for every stage of the mutual fund investment lifecycle — from real-time market data to precise trade execution.

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Commercial Banks

Purpose-built for banks across retail, corporate, and capital markets operations, DolphinDB delivers unified data management and compute capabilities across real-time risk control, asset management, and trading analytics.

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Finance

Advanced Manufacturing

Real-Time Production & Equipment Monitoring

Steel Production

Unified data management for precise process control and energy optimization across the full production line — reducing cost, improving quality, and cutting carbon emissions.

Automotive Manufacturing

Real-time production line monitoring, anomaly detection, and cross-system analytics — supporting the stable, high-tempo operations of large-scale EV manufacturing.

Aerospace & Satellite

A unified data platform that enables data-driven decisions, full lifecycle quality traceability, and intelligent fault prediction for satellite systems.

Advanced Manufacturing

Power & Energy

Intelligent Grid Dispatch & Reliable Operations

Power Generation

Unified data ingestion from centralized and distributed power sources and storage assets — enabling operational monitoring, early warning, optimization, and intelligent dispatch.

Transmission, Substation & Distribution

An edge-cloud collaborative platform where edge nodes handle high-frequency, low-latency computation and the cloud supports large-scale multi-dimensional offline analysis.

Power Consumption Analytics

An integrated capability stack covering storage, governance, analytics, modeling, and services — making complex consumption analysis more efficient and easier to deploy.

Power Trading

A unified data foundation and high-performance compute layer for multi-source data management, forecast validation, clearing and settlement, and risk assessment.

Power & Energy

Scientific Research

Accelerating Large-Scale Scientific Facility Operations

Ultra-Fast Access to Massive Datasets

Built on native EPICS integration with advanced compression and partitioning, it handles trillion-scale data at millisecond speed while keeping storage costs low.

Efficient Computation & Agile Development

Built-in signal processing and engineering functions with multi-paradigm programming support — run complex logic directly in-database.

Intelligent Autonomous Data Management

Smart lifecycle policies automatically optimize data placement and retention, continuously reducing storage costs while keeping operations simple.

Scientific Research

Public Utilities

Smart Operations Across Urban Infrastructure

Water Utilities

Unified ingestion of multi-source time-series and operational data, supporting real-time alerts, leakage analysis, and intelligent dispatch.

Gas Distribution

Integrating SCADA system data to support real-time monitoring, consumption forecasting, and dispatch coordination — a unified data foundation across the full gas operations lifecycle.

Digital Customs & Port Management

A unified platform for multi-source data ingestion, real-time processing, and analytics — significantly improving customs clearance efficiency and intelligent regulatory oversight.

Public Utilities

FMCG

Agile Supply Chain & Market Response

Omnichannel Sales Data Engine

Real-time ingestion, cleansing, and unified storage of POS, e-commerce, and logistics data — millisecond insights across TB-scale datasets.

Demand Forecasting & Inventory Optimization

Rapidly build regional sales forecasting models to drive smart replenishment and inventory optimization — reducing stockouts and overstock risk.

Real-Time Promotion & Risk Monitoring

Millisecond-level order and traffic analysis with dynamic pricing rules and inventory alerts triggered in real time.

Collaborative Decision-Making & Business Dashboards

Visual sales dashboards and a low-code analytics platform for agile collaboration and strategy alignment across sales, production, and research teams.

FMCG

Seamless Integration with Your Stack

Rich APIs and plugins to connect your upstream and downstream data ecosystem with ease

Seamless Integration with Your Stack

News and Events

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