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ArkClaw Enterprise

Convenience features

Using professional databases

Volcano Engine provides the professional database feature for business scenarios such as financial research, due diligence, and risk management that require extremely high data accuracy. After this feature is enabled, ArkClaw can quickly retrieve key information, such as A-share market data, commercial risks, and macroeconomic metrics. The data comes from professional datasets deeply integrated with authoritative data sources across various domains (including finance, economy, enterprise, and meteorology). This improves information retrieval efficiency and accuracy in demanding decision-making scenarios.

warning

The professional database feature is about to be discontinued. Please pay attention to the following key time points:

From 00:00:00 on July 4, 2026: New enablement of the professional database feature is not allowed. Existing Claw instances that have enabled this feature will not be affected and can continue to use it.

00:00:00 on July 30, 2026: The professional database feature and all related services will be officially discontinued. We recommend that you complete your business assessment and migration preparations in advance.

If you have subsequent usage needs, please pay attention to the release schedule of the upcoming upgraded solution. For details, see [Important notification] Description of professional database solution adjustment.

Usage notes

The professional database feature is available only when the collaboration mode is disabled, and Hermes Agent is not enabled.

Currently, only professional datasets in domains such as finance, economy, and enterprise are supported. For details on the data coverage and main content of each dataset, see the Supported professional datasets section.

Enable or disable professional databases

Switch to the target ArkClaw page.

At the bottom of the chat box, select " > Professional database".

Click the toggle button to enable this feature.

For first-time use, you need to install the professional dataset plugin.

In the pop-up window, click the "Install now" button.

After installation, ArkClaw will automatically enable the professional dataset feature for you.

Afterwards, you can select " > Professional database" at the bottom of the chat box to view supported datasets or disable this feature.

Use professional datasets

After you enable the professional dataset feature, ArkClaw will use relevant datasets as supplementary information sources when answering questions.

Ask via preset prompt

Ask via custom prompt

This method has a low learning curve and is applicable to standardized and high-frequency query scenarios. It allows you to select and customize a question template directly and obtain stable and accurate professional data quickly.

At the bottom of the chat box, select " > Professional database".

In the directory tree on the left, select the dataset corresponding to the industry you need to query. In the "Typical query" module, select the required question template.

In the chat box, adjust the system preset prompt content as needed and send it to ArkClaw.

You can view the source information of the related data in the reply.

Supported professional datasets

This section lists information about all the professional databases currently provided by Volcano Engine.

Term	Coverage	Main data content
China financial database	Historical market data of A-shares (Shanghai Stock Exchange, Shenzhen Stock Exchange, and Beijing Stock Exchange) and major global exchanges	Information about A-share listed companies, such as basic information, share capital and shareholder structure, market data and valuation metrics, financial statements and analysis, audit reports and notes to financial statements; Historical market data of financial products, such as stocks, futures, foreign exchange, funds, bonds, and options.
World Bank database	Macroeconomic metrics by country	Economic metrics such as GDP, population, employment, and trade of various countries.
Enterprise business database	Basic information of enterprises in China	Commercial registration information, shareholders and key personnel, business scope, financing history, change records, branches, and industry classification.
Enterprise risk database	Legal and operational risks of enterprises in China	Judgment documents, case filing and court hearing announcements, persons subject to enforcement, dishonest judgment debtors, restrictions on high consumption, bankruptcy and reorganization, judicial auctions, and court announcements.
China weather database	Meteorological data in China	Weather conditions, temperature, wind speed, and air quality.

Last updated: 2026.07.03 15:22:03