Does anything connect to the control network?

Only through a controlled, one-directional path agreed with the OT security team, and the design is documented.

Can this run without cloud?

Yes. Where residency or network rules require it, the platform runs in-country or on-site.

How do you prove value?

Against the plant's own baseline, on avoided downtime and completed work orders, measured before and after.

Who maintains the models?

Your team, with our handover and a monitoring setup that flags drift. We stay involved only if you want us to.

Riyadh, energy

Energy programmes in Riyadh are run from headquarters, delivered in the field

Head office wants a portfolio view. The plant wants a work order that makes sense. The two only meet when asset data, sensor history and maintenance records describe the same equipment.

Book the Data Foundation Assessment Everything we do in Riyadh

An asset register that matches reality is the whole project.

NCA OTCCPDPLNDMOSDAIA

Key takeaways

What you need to know, in a minute

One asset hierarchy

Tags, equipment records and maintenance history aligned so a failure can be counted once.

The operational network stays separated

Sensor data crosses into the analytics layer through a controlled path, and the boundary is documented.

Alerts arrive as work

A prediction that does not become a scheduled work order with parts attached changes nothing.

Maintenance

Failure prediction on critical equipment

Models trained on the plant's own sensor and failure history, with the false alarm rate reported honestly.

Utilities

Consumption and loss analysis

Metering, billing and network data reconciled so the loss figure survives a challenge.

Supply

Procurement and spare parts

Spend and stock read together, so a critical part is not ordered late and a slow part is not ordered twice.

Use cases

Where this applies in practice

What usually stalls these programmes

Tag names that differ per system

Mapping is unglamorous and it is where the value is. We do it before modelling.

Sensor history too short

We say so early and start with condition rules while the history builds.

No route from alert to technician

The integration into the maintenance system is part of the first release, not a later phase.

Energy and utilities in Riyadh, questions we get

Other sectors in Riyadh

Government and public sector

Bad data, bad AI. We fix the data layer under the service first.

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Banking and finance

A model without lineage is an opinion. We build the lineage first.

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Healthcare

One patient, one record, one version of the truth.

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Telecom

Fix the subscriber record, then the models get interesting.

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Retail and commerce

Catalogue first, customer second, forecast third.

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Jeddah

Clean the intake and the rest of the automation stops fighting you.

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Sixty minutes with a senior Bilytica partner. We stress-test your plans against what actually works in your sector, agree which moves are worth funding first, and you leave with a written 90-day plan and honest numbers, whether you work with us or not.

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