Seamlessly integrates diverse heterogeneous data sources within and outside the enterprise. Cleanses and enhances data, converting it into AI-ready data accessible to agents.

Multisource Heterogeneous Data Integration & Preprocessing

Supports text, image, audio, and video types, builds cross-modal knowledge association networks, equipping agents with stronger contextual understanding and logical reasoning capabilities.

Multimodal Knowledge Base Construction

Enables millisecond-level vector retrieval and knowledge matching. Dynamically updates knowledge base content, supporting agents in accessing the latest information in real-time and responding rapidly.

Real-Time Data Support & Response

and Precise Actions with a High-Quality Data Foundation

Drive Efficient Reasoning

MatrixOne Intelligence provides powerful multimodal data processing capabilities, building a solid foundation for your Agentic RAG applications, empowering agents to achieve smarter reasoning and more precise actions.

From "Retrieval-Capable" to "Execution-Capable"

The Evolution of RAG into an Intelligent Agent

Full-spectrum preprocessing, breaking down input barriers for agents

Propels AI from "answering" to "decision-making + execution"

Unified data foundation simplifies the AI journey and lowers TCO

with ReasoningResponsiveness, and Execution Capabilities

Empower Agents

A global electrical equipment intelligent manufacturing benchmark enterprise underwent comprehensive intelligent transformation. Based on MatrixOne Intelligence, they built an enterprise AI data foundation, achieving unified governance of structured and unstructured data, improving data usability and intelligence levels. Based on well-processed internal and external data, they built exemplary agent applications, demonstrating the actual value of AI in business scenarios.

Bid Document Creation Agent

Use Case

Lakehouse architecture combining data lake flexibility with data warehouse performance, supporting PB-scale data storage, querying, and analysis to empower various analytics and AI scenarios

PB-Scale Data Analytics

Breaking data modality barriers with a unified platform to manage, process, and understand all data types, simplifying AI data preparation

Multi-Modal Data Management

Cloud-native design enabling flexible deployment across public, private, or hybrid clouds to meet diverse requirements for data sovereignty, security compliance, and infrastructure choices

Flexible Scaling & Multi-Cloud Support

for Enterprise AI Capabilities

Core Infrastructure

MatrixOne Intelligence is specifically designed to meet the high-speed, large-scale data demands of the GenAI era. We provide a unified, high-performance, and reliable solution to build a robust data infrastructure that perfectly matches AI's scale and speed, effectively supporting diverse data analytics and intelligent application scenarios.

Building the Next-Gen AI Data Infrastructure

Matching AI's Scale & Speed

Self-developed data engine core, hyper-converged architecture, unified and efficient computing

No need to piece together multiple tool stacks—complete all AI data preparation in one stop

Enterprise-grade governance and security mechanisms meet compliance and sensitive data management requirements

and Accelerate the Large-Scale Implementation of AI Capabilities

Help Enterprises Unleash Data Value

By adopting MatrixOne Intelligence, TechAgent successfully simplified its originally complex multi-database architecture into a single platform, significantly improving data processing efficiency and delivery speed. The cloud-native design of MatrixOne Intelligence enabled integrated application and database deployment, reducing customer delivery cycles from 2 months to 1 week and improving data processing efficiency from hours to minutes.

Building a Hyper-Converged AIGC Data Foundation Platform

Supports multiple data source types including databases, local file systems, object storage, HDFS, various cloud drives, and SaaS applications, covering both structured and unstructured data

Multi-Source Heterogeneous Connectors

Visual monitoring and alerting for complete data lifecycle management, ensuring observability and control of every data point to guarantee integrity and timeliness

End-to-End Pipeline Monitoring

Highly flexible and configurable data integration/processing task scheduling that enables easy workflow creation and adjustment per business needs, improving processing efficiency and business responsiveness

Flexible Task Scheduling

Starts with Data

Building AI Applications

Enterprise-owned data is the optimal fuel for building GenAI applications, yet severe data fragmentation exists. MatrixOne Intelligence automatically integrates diverse heterogeneous data through multiple next-gen connectors, rapidly establishing high-quality data pipelines for GenAI.

Mastering ETL Challenges for Complex

Multimodal Data to Unleash Data Value

Break down enterprise data silos and activate dormant data assets

Eliminate barriers in traditional ETL for processing unstructured images, audio, and documents

Establish solid data foundations for subsequent RAG, knowledge bases, and Agent applications

High-Quality Semantic Data Pipelines for GenAI

Rapidly Build

Shenzhen Smart City Group leveraged MatrixOne Intelligence to centrally manage multimodal data from diverse sources. Utilizing the platform's all-in-one integration, cleansing, processing, labeling, and enhancement capabilities, they improved data analysis and decision-making efficiency by 40%, accelerating intelligent automation for smart city applications.

AI Multimodal Corpus Management Platform

Supports complex document types such as scanned files, PDFs, images, and handwritten notes. Intelligently understands document layouts, recognizes table structures, and extracts key information and entities.

Intelligent Document Parsing & Extraction

Captures the deep meaning and contextual relationships within document content, vectorizes them, and builds a more comprehensive and accurate enterprise knowledge graph.

Multimodal Semantic Understanding & Linking

Enables private deployment of a secure, controllable knowledge base, helping enterprises efficiently build and maintain high-quality enterprise knowledge repositories.

Enterprise-Grade Knowledge Base Construction

to Extract and Transform Information into Knowledge Value

Every Document Is Processed by AI

Vast amounts of document information are buried within enterprises, yet remain inaccessible to AI due to complex structures. With MatrixOne Intelligence, enterprises can seamlessly enable end-to-end intelligent workflows—from document parsing and structured extraction to semantic search and automated generation—creating a truly deployable “Document Copilot.”

Transform Enterprise Knowledge into

 AI-Driven Productivity

Accelerate the efficiency of accessing and utilizing internal enterprise knowledge

Create a complete business loop—from “finding information” to “automatic answering” to “intelligent generation”

Provide proprietary knowledge for enterprise GenAI applications, reducing AI deployment hallucinations

Build Your Enterprise “Document Copilot”

Unlock Document Intelligence

Faced with vast quantities of electronic component datasheets, manual screening and data entry are tedious and inefficient. The MatrixOrigin data platform automates the parsing and extraction of key information from massive PDF datasheets, increasing processing speed, saving 70% of time, and enabling faster response in R&D and procurement processes.

Massive Electronic Component Datasheet Assistant

Intelligently identifies and processes text, images, audio/video and other data types to provide rich multimodal data sources for model training

Multimodal AI Parsing

Intuitive visual workflow orchestration lowers technical barriers and time costs for data preparation, enabling non-technical staff to easily participate in data preparation and model training

Low-Code Data Processing

AI-assisted data cleaning, deduplication, labeling and enhancement ensures accuracy, consistency and representativeness of fine-tuning datasets

High-Quality Training Data Generation

Make Your LLM Truly "Understand" Your Business

Efficiently Build High-Quality Data Pipelines to

MatrixOne Intelligence delivers powerful data management and processing capabilities to build efficient, high-quality fine-tuning pipelines for large language models (LLMs), ensuring your LLM becomes truly enterprise-specific intelligence.

Fine-tune with Private Data to

Build Enterprise-Specific Intelligence

Unified parsing and processing of multimodal corpora enriches training data diversity to better reflect real business scenarios

Supports scenario-specific fine-tuning requirements with high task adaptability

Establishes traceable, auditable corpus asset systems meeting strict compliance and data security requirements for model training

to Build Core Competitiveness

Fine-tune LLMs with Enterprise Data

A top-tier hospital facing massive IBS patient demand leveraged MatrixOrigin's platform to build a high-precision IBS dialogue and diagnostic support model. This significantly improved initial consultation efficiency and diagnostic accuracy, helping doctors quickly identify key patient information and optimize treatment pathways.