Do you work with our existing ERP?

Yes. We read from it and write the governed layer beside it rather than asking for a replacement.

How accurate will the forecast be?

We measure against the current planning process on your own history before committing to anything, so the comparison is yours and not a brochure figure.

Can you handle Arabic and English catalogues together?

Yes, and we keep them linked so an edit on one side does not silently break the other.

What is the usual first release?

One category, end to end, from clean product data to a forecast the buyer trusts enough to order against.

Riyadh, retail

Riyadh retail needs one product record before it needs a model

Stores, marketplaces and the app usually hold three versions of the same product and two versions of the same customer. Forecasting on top of that produces confident nonsense.

Book the Data Foundation Assessment Everything we do in Riyadh

Catalogue first, customer second, forecast third.

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Key takeaways

What you need to know, in a minute

Arabic product data that sells

Titles, attributes and descriptions written in Arabic that a Saudi shopper actually searches with.

Ramadan and season shape demand

Forecasts carry the Hijri calendar, school terms and local season effects instead of a flat weekly pattern.

Invoices that reconcile

Sales, returns and e-invoicing records checked against each other in the pipeline, with breaks assigned to an owner.

Supply

Store and online demand in one model

Replenishment driven by a forecast that knows both channels, so the branch does not stock out while the warehouse holds the item.

Merchandising

Catalogue enrichment at scale

Missing attributes filled, duplicates merged and Arabic content generated with a review step before publishing.

Service

Arabic order and returns support

Order status, exchange and refund questions handled in Arabic with the policy applied consistently.

Use cases

Where this applies in practice

What usually stalls these programmes

Three catalogues, one brand

Product identity is resolved before forecasting, otherwise the same item is planned twice.

Promotions missing from history

A forecast that cannot see last year's promotion learns the wrong lesson from the spike.

Machine-written Arabic published unread

Generated content goes through a review step. Weak Arabic costs more trust than it saves in time.

Retail and commerce 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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Energy and utilities

An asset register that matches reality is the whole project.

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Jeddah

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

Let's put your AI ambition on the table

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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