MonkDB
Products · MonkEdge

Where decisions
happen at the source.

Real-time intelligence and execution, at the edge. Sense, decide, act locally, without round trips to the cloud.

MonkEdge extends the MonkDB engine beyond centralized systems. Ingestion, AI, and execution operate locally even in disconnected environments, then synchronize with central deployments on reconnect.

CLOUD
PLANT
VEHICLE
STORE
FIELD
TRANSIT
IOT
<1 ms
Local decision latency
Offline
First-class capability
Edge nodes per deployment
Same binary
Edge as cloud
Capabilities

MonkDB execution, on every node

Same binary, same semantics. Whether the deployment is a hyperscaler region, an industrial gateway, or a single embedded chip, MonkEdge runs the full execution loop locally.

01 / 05

Local data ingestion and processing

Capture and process sensor, device, and event data in real time at the source — no broker, no buffering layer.

Native protocols
02 / 05

Stateful AI at the edge

Maintain continuous context locally. Vector search, hybrid retrieval, and live inference run without cloud dependency.

Vector + SQL · in-place
03 / 05

Autonomous execution

Trigger actions instantly: adjust machine parameters, reroute vehicles, respond to anomalies — directly from the edge.

In-engine triggers
04 / 05

Offline-first capability

Continue operating in low-connectivity or fully disconnected environments. Reconcile with central systems on reconnect.

Resilient · network-tolerant
05 / 05

Seamless cloud-edge synchronization

Maintain consistency between edge nodes and central deployments with conflict-aware reconciliation.

Bi-directional sync
Where MonkEdge runs

Six deployment realities, one execution layer

Plant floor

Sub-millisecond control loops on production lines. PLCs, vision, and quality stay live during cloud outages.

OPC UA · Modbus · IEC 62443

Connected vehicles

Per-vehicle context and route decisions made onboard. Fleet sync continues over intermittent links.

CAN · OBU · OTA

Retail and venues

Floor-level personalization and inventory intelligence. Continues operating through internet outages.

POS · WMS · in-store sensors

Transit and logistics

Schedule, routing, and condition monitoring at the depot, vehicle, and waypoint, on the same data plane.

GPS · CAN · telematics

Healthcare and field

Clinical and field telemetry processed at the source under HIPAA and regional data residency.

FHIR · DICOM · HIPAA

Embedded systems

Same binary on small footprints. Keep AI and decisioning local where data is generated.

ARM · x86 · low-power
Sync model

Edge runs first. Cloud reconciles.

1

Local capture and act

Sensors, events, and decisions happen on the edge node, in single-millisecond budgets.

2

Eventual reconciliation

Edge state syncs to the central engine when connectivity is available, with conflict-aware merging.

3

Global visibility

Central deployments see every edge node’s state. Policy and model updates fan back out.

The plant kept running through a six-hour outage on the cloud side. Operators barely noticed because the engine never left the floor.
Plant Operations Lead, Forge Steel
Edge in numbers
  • 6 hOutage rode through with no production loss
  • 12 KEdge nodes in production across customers
  • SameBinary on every deployment target
Edge ready
Battle-tested across regulated and remote environments
  • SOC 2 Type II
  • ISO 27001
  • IEC 62443
  • ISA-95
  • Air-gapped
  • ARM + x86
  • OPC UA
  • Linux + RTOS

Run intelligence where the data is born.

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