AI-Native MRO Intelligence

Predictive maintenance is only as good as the parts you can get

MRO360 is the parts-readiness layer for predictive maintenance. When a failure is anticipated, MRO360 makes sure the spare is scored, forecast, stocked, and confirmed, so a prediction becomes a resolved work order, not an early warning of a stockout. It works above your existing systems. Deployed in 8 to 12 weeks.

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Where MRO360 fits today: it does not replace your condition-monitoring or APM tools, and it does not generate the prediction. It takes the failure signals your maintenance program already produces and makes sure the parts are ready. Direct ingestion of live predictive signals is on the MRO360 roadmap.

The Problem

A prediction you cannot supply is just an early warning of a stockout

Predictive maintenance earns its return only when the predicted failure can be fixed on time. If the flagged part carries a long lead time and no buffer, an accurate prediction changes nothing except how early you learn the asset is going down. The intelligence was never the gap. The storeroom was.

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The part is not on the shelf

The failure is flagged weeks ahead, but the spare has a long lead time and no stock. The prediction is right and the asset still goes down.

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Predicted demand is spiky

Condition alerts cluster and create bursts of demand that no static reorder policy anticipated. Buffers set for steady use fall short.

Capital sits in the wrong place

Working capital is locked in parts that rarely fail, while the parts your predictions flag most often run short.

The value of a prediction is realized in the storeroom, not the dashboard. Knowing what will fail matters only when the part to fix it is scored, forecast, and stocked before the prediction comes due.
How It Works

From predicted failure to a resolved work order

When a failure is anticipated, whether from your predictive tool or from failure, notification, and RCA history, MRO360's agents answer the questions that decide whether you can actually act on it in time.

When a failure is predicted

Is this a part I cannot afford to be caught short on?

The part is scored on the equipment it supports, its lead time, and how many vendors can supply it, so a predicted failure on a single-source, long-lead spare gets the attention it needs.

Agent 3 · Spare Parts Criticality
When a failure is predicted

Have I forecast the demand this failure pattern creates?

Demand is forecast from consumption and failure history, so recurring failure modes translate into planned parts demand rather than repeated surprises.

Agent 6 · Demand Forecasting
When a failure is predicted

Will the part be on the shelf when the prediction comes due?

Reorder points and safety stock recalculate against real supplier lead-time variability and criticality, so the spare is in place before the predicted failure window.

Agent 7 · Reorder Point
When a failure is predicted

If it is short, can I transfer instead of emergency-buy?

When the spare is short, the agent finds the same part sitting as surplus at another plant and recommends an internal transfer before any external PO.

Agent 9 · Interplant Transfer
When a failure is predicted

Is the resulting work order actually releasable?

Before release, the agent checks on-hand stock and incoming POs against demand and flags the job if material is short or the vendor is unreliable.

Agent 8 · Work Order Planning
When a failure is predicted

What if the original part is discontinued?

Obsolescence and substitute agents flag discontinued parts and recommend qualified alternates with vendor and cost, so a prediction is never stranded on an unavailable spare.

Agent 4 · Obsolescence + Spare Seek AI
All six capabilities above are live today in MRO360.
Before & After

What changes when a prediction has parts behind it

A predictive alert today
With MRO360 parts readiness
The alert fires, the part is not stocked, and an emergency buy begins.
The part is already scored, forecast, and stocked ahead of the failure window.
Clustered failure alerts create demand no reorder policy planned for.
Failure-driven demand is modelled, so bursts are anticipated, not absorbed.
A short part triggers an external PO at a premium.
Surplus at another plant is surfaced and transferred before any external PO.
Whether the flagged spare is truly critical is a judgment call.
Every part is scored on equipment, lead time, and supply risk.
A discontinued part is discovered only at the point of ordering.
Discontinued parts are flagged early with a qualified substitute ready.
The Roadmap

Where MRO360 is heading: parts-aware predictive maintenance

Today MRO360 learns from your failure, notification, and RCA history to make the parts side of predictive maintenance reliable. On the roadmap, MRO360 ingests live predictive and condition-monitoring signals directly, so a sensor-driven prediction flows straight into parts planning. The items below are labeled by status, so it is clear what ships today and what is ahead.

Live now

Parts Readiness

  • Failure and RCA-informed parts criticality
  • Demand forecasting from failure history
  • Dynamic reorder point and safety stock
  • Work order parts confirmation
  • Interplant transfer intelligence
  • Obsolescence flags and qualified substitutes
On the roadmap

Parts-Aware Predictive Maintenance

  • Direct ingestion of IIoT and condition-monitoring signals
  • Asset Health Index
  • Failure mode library
  • Sensor-driven predictions linked straight to parts planning

How this sits with your existing tools: MRO360 complements the condition-monitoring or APM platform that generates your predictions. It does not replace the sensors or analytics behind the prediction. Today it acts on the failure signals your program produces, and direct ingestion of live predictive signals is on the roadmap.

Turn your predictions into parts that are actually ready

Book a working session and we will show you what MRO360 surfaces in your own maintenance and inventory records, from criticality to reorder to interplant transfer.

Get a free demo

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