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Architecture

How It Works

Unified by Design. Intelligent at Core.

Control Plane (MonkDB Orchestrator)

Securely hosted in your cloud or ours, the control plane manages cluster orchestration, provisioning, configuration, monitoring, and upgrades.

Data Plane (Customer Environment)

Deployed within the customer's own infrastructure, the data plane ensures complete data sovereignty, handling the actual storage and query execution.

Multi-Modal Data Engine

At the heart of MonkDB lies our Multi-Modal Engine, designed to support and unify diverse data types: Vector, Time-Series, Geo-Spatial, Document, Full-Text, Blob, and Streaming SQL.

AI-Native Layer

Embedded within the engine, our AI-native layer enables native vector indexing & similarity search, semantic search, hybrid queries, and built-in model integration.

MonkDB Control PlaneCustomer EnvironmentMonkDB Data PlaneVectorTime-SeriesDocument

Optimized Architecturefor Seamless Data Flow

Efficient architecture for superior data management

📱

Apps

🔌

IoT & Edge

📊

Streams

🔌

PG Wire

M

MongoDB

🧠

Vector

Streaming SQL

⏱️

Timeseries

📄

Document/JSON

🌎

Geospatial

🔍

Full Text Search

📦

Blob Store

📈

Analytics

🔍

Search

🤖

AI Apps

& more

Deployment Highlights

Private EKS Clusters

With restricted API access

VPN Connectivity

Secure connection to customer VPCs

Cloud-Agnostic

Works across AWS, Azure, GCP, or on-prem

Observability

Full CloudWatch integration & alerting