ARMOR-X

Predictive Maintenance for Tactical Vehicles

ARMOR-X is sensor-driven AI that monitors military vehicle health at the edge, detects failures before they happen, and connects diagnostics directly to the parts supply chain. The edge unit plugs into the standard diagnostic port with no modifications, runs on-device anomaly detection in under a second, and forwards data offline with zero loss. A fleet dashboard surfaces real-time health scores, AI maintenance recommendations, and integrated parts ordering by National Stock Number.

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On-device edge AI Works offline, zero data loss Integrated parts ordering
Problems it solves

Unplanned downtime dominates readiness

A large share of tactical vehicle downtime comes from preventable failures with no advance warning.

No real-time fleet visibility

Fleet managers lack a live health picture across platforms and discover issues after missions are already at risk.

Parts ordering is disconnected

Diagnostics do not flow into supply, so maintainers look up NSNs by hand after a failure has already happened.

Connectivity drops when it matters most

Cloud-only monitoring fails in disconnected ops, exactly when readiness decisions cannot wait.

How it works
1

Plug into the diagnostic port

An edge AI unit connects to the vehicle's standard port with no vehicle modifications required.

2

Detect anomalies on-device

On-device models score sensor readings and flag developing faults in under a second.

3

Store and forward offline

When connectivity drops, data is buffered with zero loss and syncs when the link returns.

4

Act from the fleet dashboard

Health scores, AI recommendations, and NSN-backed parts orders flow to maintainers and supply.

Core capabilities

Edge anomaly detection

On-device AI flags developing faults in under a second from the standard diagnostic port.

Predictive maintenance

Detects failures before they happen to keep tactical fleets mission-ready.

Offline store-and-forward

Operates disconnected with zero data loss and syncs when connectivity returns.

Supply-chain integration

Fleet dashboard connects health scores to parts ordering by National Stock Number.

Who it's for

Maintainers

Prioritize work with AI-driven health scores before failures cascade.

Fleet managers

See real-time readiness across the fleet instead of after-the-fact reports.

Commanders

Make data-driven go / no-go decisions with live vehicle health.

Supply officers / PM TACOM

Connect diagnostics to NSN parts ordering and fleet modernization metrics.

Helps you
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