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Matrix OS —
a complete stack built for delivery

Most AI platforms are built for experiments. Matrix OS is built for production — every layer, from enterprise data to live agent operations, is engineered to be relied on daily by the business.

01ARCHITECTURE

Five layers, one production pipeline

Experience
Business workspaceChat interfaceEmbedded copilotsAPI / SDK
Agents
Workflow orchestrationTool callsMulti-model routingHuman-in-the-loop
Governance
Eval suitesRuntime guardrailsAudit logsPermission governance
Data
150+ connectorsKnowledge graphVector indexData lineage
Runtime
Public cloudDedicated VPCOn-prem / air-gappedObservability
02MODULES — LIVE

The four modules, live in production

Each module is a product you can adopt on its own — this is how they look live in production; see each product page for the full capabilities.

Data & knowledge hub

MatrixCore →
matrixcore — sync monitor
SAP ERP→ unified.graphsynced
Salesforce CRM→ unified.graphsynced
Oracle DB→ vector.index4.2M rows
SharePoint→ knowledge.base128k docs
Permission inheritancefield-level ACLactive

Agent orchestration

MatrixAgents →
matrixagents — workflow.aml_triage
Alert fired→LLM reasoning→Tool calls→Human review→Write back
route: complex reasoningclaude-*92ms queue
route: sensitive dataon-prem modellocal

Evals & governance

MatrixGuard →
matrixguard — eval report v2.4.1
Factual consistency96%
Instruction following98%
Safety filtering100%
Business accuracy94%
Red-team tests1,240 attack promptsall blocked

Deployment & operations

MatrixOps →
matrixops — production dashboard
812ms
P95 latency
99.97%
Availability / 30d
$214/d
Inference cost
open incidentslast 30 days0
Quality-drift monitoringauto-eval samplingnormal
03DEPLOYMENT

Deployed inside your boundary

From fastest start to strictest isolation — three deployment models for different security and compliance needs.

OPTION / 01

Managed public cloud

The fastest way to start — ideal for quick validation and non-sensitive scenarios. Enterprise isolation and encryption on by default.

  • Same-day provisioning
  • Tenant-level isolation
  • Usage-based billing
OPTION / 02

Dedicated VPC

Runs in your cloud account — data and inference never leave your cloud boundary, balancing control with elasticity.

  • AWS / Azure / GCP
  • BYOK key management
  • Private network peering
OPTION / 03

Fully offline on-prem

Runs complete inside your data center or isolated network, local model stack included. Built for finance, healthcare and critical infrastructure.

  • Air-gapped support
  • Local model inference
  • Offline upgrade packages
04ECOSYSTEM

Connects to everything you already run

Data & systems

SnowflakeDatabricksBigQueryPostgreSQLOracleSAPSalesforceKafkaS3SharePointConfluenceJiraSlackTeamsLarkWeComLINE

Model ecosystem — multi-model routing, never locked in

Anthropic ClaudeOpenAIGoogle GeminiLlamaQwenDeepSeekMistralSelf-hosted models
SEE IT LIVE

See the full delivery pipeline
on your own scenario