OmniFabric Intelligence

Data to intelligence, intelligence to action

A one-stop Data + AI platform — from multi-source data ingestion to production intelligent applications, covering the full pipeline on one foundation.

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One-stop Data + AI platform

One platform, from raw data to intelligent applications

OmniFabric Intelligence delivers end-to-end capabilities from multi-source data ingestion to intelligent applications — unified governance and processing of databases, structured data, documents, images, audio and video. Built-in integration, cleansing, vectorization and task orchestration turn raw data into assets ready for BI analytics, Agentic RAG, model fine-tuning and multimodal search.

Data sovereignty

Sovereign by design — deploy anywhere, govern everything

Mission-critical AI demands sovereignty and strict governance. OmniFabric keeps your data in your region and on infrastructure you control, with full auditability over every model call and agent decision.

Local cloud

Deploy into a sovereign region of your chosen cloud — your data never crosses borders.

On-premises

Run entirely inside your own data center, fully air-gappable for the most sensitive workloads.

Hybrid edge

Keep sensitive data on-prem while bursting compute to the cloud — one platform, one control plane.

In-region data residency
RBAC & multi-tenant isolation
Full lineage & audit trails
Point-in-time snapshots & replay
PII protection & data masking
Reproducible, auditable outputs
Platform architecture

From data sources to AI-ready outcomes

Nine source types flow up through three layers of intelligence and out to production AI applications.

Data sources

SQL Database Structured Data Object Storage Documents Images Audio Video SaaS Apps
MatrixCopilot

Data Intelligence Layer

  • Intent recognition & planning
  • Smart workflow
  • Multimodal search
  • Chat2BI & feedback optimization
MatrixPipeline

Data Integration & Governance

  • Ingestion
  • Cleansing & preprocessing
  • Chunking & vectorization
  • Service & governance
MatrixOne + MatrixGenesis

Database & AI Service Layer

  • Hyper-converged, multi-model storage
  • HTAP · vector · full-text search
  • LLM & embedding models
  • Vision & speech models

AI-ready outputs

Smart Search Agent Intelligent Doc Apps Smart Data Analytics AI Model Training
Under the hood

Four engines powering the fabric

OmniFabric is built on MatrixOrigin's production engines — together they form an enterprise-grade multimodal data intelligence platform.

MatrixOne

Hyper-converged cloud-native database

Unifies OLTP and OLAP, vector and search, lakehouse, structured and unstructured data — powering an enterprise-grade multimodal data foundation.

MatrixGenesis

AI model service repository

Centralized management of multi-type, multi-spec AI models — simplifying model onboarding and maintenance to drive agile intelligent applications.

MatrixPipeline

Multimodal data ETL pipeline

Purpose-built connectors for unified multimodal ingestion and transformation, with visual end-to-end orchestration for efficient streaming processing.

MatrixCopilot

Data intelligence agent

Data search and data engineering agents for heterogeneous data — letting users unlock data value through natural language.

Four core modules

The full pipeline, end to end

From ingestion to retrieval agents — building the next-generation multimodal data intelligence platform.

Unified ingestion, storage & indexing

  • Data source integration — multi-source connectors for structured, semi-structured and unstructured data.
  • Automated ingestion — historical and incremental loads with completeness and real-time freshness.

Multimodal parsing & extraction

  • Complex document parsing — extract structured information with multiple parsing, chunking and vectorization strategies.
  • Multimedia parsing — images, audio and video with swappable model support.

Flexible data processing workflows

  • Built-in operators — pre-built parsing, cleansing and augmentation nodes, plus custom node support.
  • Visual orchestration — DAG-based workflow configuration for rapid pipeline setup.

Data retrieval & analytics agents

  • Data Q&A agent — natural-language queries across structured and unstructured data, with aggregation and drill-down.
  • Full-chain traceability — answers include complete lineage of sources, reasoning and execution steps.
Enterprise-grade

Security & access control, built in

RBAC access control

Fine-grained management of users, roles, feature permissions and data access — down to the column.

Multi-tenant isolation

Isolated workspace tenants with dedicated storage and compute, so teams and data never bleed across boundaries.

Lineage & audit trails

Every transformation and agent decision is traceable end-to-end — audit-ready for GDPR, SOC 2 and your own policies.

Global infrastructure

Activate OmniFabric in the region you choose

Pick a location and provision a sovereign OmniFabric region in minutes — your data and models stay in-region, under your control.

Active region: Not selected
7
Regions available now
6
More coming soon
100%
In-region data residency
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SingaporeSingapore
Available

In-region data residency

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Johor BahruMalaysia
Available

In-region data residency

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RiyadhSaudi Arabia
Available

In-region data residency

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JeddahSaudi Arabia
Available

In-region data residency

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SofiaBulgaria
Available

In-region data residency

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MonterreyMexico
Available

In-region data residency

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ManilaPhilippines
Available

In-region data residency

Weave your data and AI into one fabric

Start free, connect your first source in minutes, and ship a trusted agent the same day. Talk to us when you're ready to scale.

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