Product · MoxDB

MoxDB: the AI-native database for IT and cybersecurity data

One multimodal engine that unifies every IT and security data type — metrics, logs, traces, tickets, CMDB, topology, identity, threat intel and vectors — into a single memory for Norra's agents.

Multimodal & vector-native Unifies IT + security data Sovereign scale-out

One database for every IT and security data type

IT Operations data

Time-series metrics Logs Events & alerts Distributed traces Tickets & incidents CMDB & assets Topology & dependencies Change & runbook history Config & inventory Capacity & utilization

Cybersecurity data

Security alerts & detections EDR / NDR / XDR telemetry Identity & access graph Threat intel & IOCs Vulnerabilities & exposures Cloud posture & findings Network flows & packets UEBA & behavior Audit & compliance evidence Forensic artifacts

The unified MoxDB data platform

One engine across ingestion, storage, retrieval and AI-native reasoning — not five stitched-together tools.

Ingestion & Streaming

Collect · Stream · Sync

Agents & collectorsLightweight, cross-platform

OpenTelemetryMetrics, logs & traces

Syslog, APIs & webhooksIngest from any source

Event & alert streamsHigh-throughput pipelines

Change & CMDB syncAlways-current state

Storage Engines

Store · Index · Compress

Time-seriesMillions of metrics/sec

Logs & textPetabyte-scale, full-text

Vectors & embeddingsNative vector store

GraphTopology & identity

Relational / CMDBAssets & configuration

Query & Retrieval

Query · Search · Correlate

Unified query surfaceOne API, all modalities

Sub-second range queriesOver years of data

Full-text searchLogs, tickets & notes

Vector / semantic searchRAG & recall

Graph traversalDependencies & blast radius

AI-Native

Ground · Reason · Recall

RAG & recallGrounded agent memory

Cross-modal correlationMetrics + logs + security

Blast-radius reasoningImpact & dependency analysis

Knowledge graphShared operational truth

Grounding for NorraAccurate, not guessed

Governance & Scale

Scale · Govern · Protect

Horizontal scale-outProprietary architecture

RBAC & audit trailEvery access logged

Retention & tieringCost-efficient storage

On-prem / air-gappedSovereign by default

Zero data egressData stays in place

One store the agents read & write · shared by ITMox & CyberMox · on-prem & SaaS

A different kind of database — multimodal by design

Six data modalities agentic AI needs — in one query surface, not five stitched-together tools.

Time-Series

Millions of metrics/sec; sub-second range queries over years.

Logs & Text

Full-text and structured log analytics at petabyte scale.

Vectors & Embeddings

Native vector store powers RAG, recall and semantic search.

Graph

Topology, identity and knowledge graphs for dependency & blast-radius reasoning.

Relational / CMDB

Assets, configuration and relationships as first-class records.

Event Streams

High-throughput event and alert ingestion with real-time correlation.

Why MoxDB is unique

Purpose-built for operations data.Designed for IT + security telemetry, not repurposed from a generic database.

One store, not five.Collapses SIEM store, metrics DB, log lake, CMDB and vector store into one.

Vector + graph + time-series together.The three modalities agentic AI needs — in a single engine.

Proprietary scale-out.Proprietary architecture — not a wrapper over open-source components.

Shared brain for IT and SOC.The same memory powers ITMox and CyberMox — no silos.

Sovereign by default.On-prem, air-gapped, zero data egress.

Business value

Why buyers choose MoxDB

The memory layer that turns agentic AI from plausible guesses into grounded, accurate action.

Five stores, one engine

Collapse SIEM store, metrics DB, log lake, CMDB and vector store into a single multimodal database.

AI that knows, not guesses

Grounded, cross-modal context makes agent decisions precise instead of plausible.

Sovereign & scalable

Proprietary horizontal scale-out, on-prem or air-gapped, with zero data egress.

Lower storage TCO

One store plus smart tiering cut storage and licensing cost by 60–80%.

Who benefits

Built for every data and operations leader

Platform / Data Engineering

Run one store instead of five — less to operate, integrate and secure.

SRE / Observability

Query metrics, logs and traces together for faster root-cause analysis.

SOC / Security Engineering

Unify security telemetry with threat and identity context in one place.

CIO / CISO

Consolidate cost, keep data sovereign, and power agentic AI with real memory.

How Norra's agents use MoxDB

Ingest

Collect IT & security telemetry from every source.

Unify

Normalize and correlate across modalities in one store.

Retrieve

Vector + graph + time-series retrieval for context.

Reason

Ground LLM/ML reasoning in real operational truth.

Act

Feed accurate context to ITMox & CyberMox actions.

Proven outcomes

storage TCO cut

data stores unified

query across years of data

sovereign & air-gapped

Get Started

Give your agents a memory that knows

MoxDB unifies every IT and security data type into one trusted, multimodal store — the difference between AI that guesses and AI that knows.