• In-depth understanding of enterprise-specific business environments
• Precise comprehension of business rules
• Intelligently associate data insights with business objectives

• Transform abstract problems into executable data tasks
• Automatically convert insights into actions
• Achieve a closed loop from discovery to execution

• Build a self-evolving enterprise data system
• User interactions continuously enhance agent capabilities
• Continuous positive growth

Intelligent Analysis Agent

Data Query Agent

A flexible and configurable intelligent data query tool, enabling users to query business data more accurately through simple conversations. It supports multi-dataset queries, semantic model parsing, business knowledge invocation, question recommendation and favorites, personalized push notifications, multi-turn interactive querying, and attribution analysis, fully meeting users' diverse data query needs.

Does not rely on the DataWind platform. Users can choose to purchase separately or integrate with DataWind.

Intelligent Data Query Agent

Deep Research Agent

An expert advisor based on AI deep thinking and big data analysis, capable of automatically parsing natural language requirements, building a complete analysis framework, generating SQL and Python code for data insights, and delivering in-depth research reports to support efficient enterprise decision-making.

Does not rely on the DataWind platform, but must be used with the Data Query Agent and cannot be purchased separately.

Deep Research Agent

Intelligent Marketing Agent

Unstructured Data Labeling

A business empowerment tool that supports intelligent processing of multimodal data, which helps enterprises integrate multi-channel unstructured data and convert unstructured data such as text, voice, images, and video into standardized business labels.

Requires pairing with the VeCDP product base.

The relevant documents are about to be launched.

Marketing Interactive Assistant

A conversational marketing hub that integrates real-time customer profile insights and an AI decision engine, enabling intelligent interaction across all scenarios—from customer needs analysis and benefit recommendation to profile updates—through purchase intent identification, intelligent script generation, precise product recommendation, and end-to-end task automation. Closed-loop management across multiple systems enhances customer conversion efficiency and operational precision.

The marketing interaction assistant can be purchased independently based on the scenario. The following are three common situations:

• Customer service/sales scenario: Requires pairing with the VeCDP product base.
• Knowledge Q&A scenario: Does not rely on the VeCDP product base.
• Conversation analysis scenario: Requires pairing with the VeCDP product base.

Knowledge Document Configuration

Intelligent Marketing Strategy Agent

A digital marketing advisor based on AI deep reasoning and big data analysis, achieving full-process automation—from marketing element analysis and intelligent audience matching to omnichannel strategy output—through an intelligent closed loop of "goal input-strategy generation-task configuration-dynamic optimization," creating an "AI chief advisor" decision system for enterprises with real-time response and continuous evolution capabilities.

Requires pairing with the VeCDP and GMP product bases.

The relevant documents are about to be launched.

One Customer, One Policy Strategy

A personalized marketing recommendation tool based on large models and data mining technology, providing each customer with a companion-style service that understands them. One-to-one strategy is the core capability of the marketing agent. It can deeply analyze the relationships among events, products, and users, bridging the gap from label profiling to generative individual profiling. By combining user habits and precisely identifying the right timing, it delivers thoughtful marketing recommendations.

Requires pairing with the VeCDP product base.

The relevant documents are about to be launched.