Bring enterprise data, model services and agent execution together. Help agents understand your business, use tools and complete tasks in a governed, auditable production environment.
MatrixOne Intelligence (MOI) is enterprise AI infrastructure for agents, bringing enterprise data, model services, business context, agent execution and long-term memory together. Multimodal parsing, knowledge retrieval and data governance turn scattered documents and business systems into usable agent context. Workflow orchestration and governed tool use connect model capabilities to real business processes. Access isolation and execution traceability help enterprises build, run and manage production AI agents.
Connect data, understand context, orchestrate tasks and deliver business results
Connect business databases, documents and enterprise systems, bringing structured, semi-structured and unstructured data together for agent retrieval and queries.
Ingest historical and incremental data automatically so agents can use updated business information with less manual synchronization and preparation.
Parse complex layouts and extract business fields, using chunking and vectorization to build knowledge and context agents can retrieve.
Use configurable models to parse images, audio and video, making enterprise knowledge beyond text available to agents.
Combine parsing, cleansing and augmentation operators with custom nodes to organize enterprise data processing into AI task execution steps.
Visually orchestrate task inputs, processing and outputs with DAG workflows, connecting multi-step AI tasks to business processes.
Query, aggregate, drill down and analyze business databases and knowledge bases in natural language, producing results business teams can use.
Record source references and task execution steps to support human verification, troubleshooting and business audits.
Manage users, roles, features and data access at a granular level so agents use enterprise data within authorized scopes.
Create independent workspaces with isolated storage and compute resources for different teams' agent applications.
A leading nutrition & health company used MatrixOne Intelligence to integrate multi-source multimodal data, building a unified AI Agent data platform. This boosted marketing team efficiency by over 50% and laid the data foundation for Copilot and future Agent applications.
Learn MoreEvery data question in the business ended up at the finance department, which had effectively become a data help desk. An intelligent Q&A agent lets business users ask in plain language and get charted answers in seconds.
Students don't know what to read or how; parents can't see progress; teachers can't follow every child. Tencent built AI Tutor on MOI, using a multi-agent architecture that turns one reading session into a personalised path, interactive Q&A, comprehension testing and knowledge expansion.
MOI connects procurement document parsing, item confirmation, multi-source research, supplier recommendations, price analysis, and report export in one evidence-backed workflow.