Use case · Government services across agencies

One life event, seven offices, one plan.

A family moving from Dubai to Sharjah deals with two landlords and seven offices: a rent registry, a municipality, two utilities, an identity authority and two education bodies. Each knows its own form. On a shared knowledge foundation, the same question becomes one plan in the right order, across every office involved.

Objective 4 of the UAE National AI Strategy 2031

Illustrative demonstration with fictional data. Offices are generic roles modelled on publicly described procedures.

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A school in Sharjah turns a mother away. Her tenancy certificate is the one from Dubai, the home she is leaving. It is her third visit this month. Each office answers its own step, in its own words. Nothing shows her the order, or which document each step really needs. Samture adds one shared layer beneath the services you already run. The same question becomes one plan, in the right order. With her consent, each office shares only what its step needs, and the wrong document is caught in the portal she already uses, before she sets off. Fewer repeat visits, fewer returned applications.

Why services stay separate

Every office means the same thing and calls it something else.

The tenancy is an Ejari certificate in one system, an attested lease in the next and a tenancy contract in a third. The property is a Premise No. here and a plot reference there. An assistant that reads each office on its own repeats that confusion, politely and with confidence.

Five names

One registered tenancy

In the demonstration a registered tenancy goes by five names across five offices, in Dubai and in Sharjah. People translate between them every day, by hand.

No order

Nobody owns the sequence

Each office answers its own step. Which step comes first, and what depends on what, lives in the citizen's head.

The wrong document

Correct, and still wrong

A Sharjah school asks for a registered tenancy. The family brings the one they hold: the Dubai Ejari they are closing. Nothing flags it.

What the foundation does

The meaning is held once, and every office uses it.

A shared model connects what each office needs and what each step produces. The order of the plan is not written down anywhere: it is worked out from those dependencies, every time, and every step shows where its documents come from. Nothing in the offices' own systems has to be replaced, and no office hands over its data: the shared layer holds what terms mean, not citizens' records.

The way in is the same as for every Samture engagement: a structural assessment first, then a demonstrator on your own processes and data, then a roadmap. Every engagement has one accountable Samture lead, from the first assessment to production.

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Questions

What people ask about this.

Does this mean replacing the systems of each office?

No. Each office keeps its systems and its own terms. The foundation sits underneath and holds what those terms mean, so services can be combined without a migration.

Is this an AI chatbot?

It is the layer a chatbot or agent needs in order to be right. Without it, an assistant answers each office separately. With it, the same assistant can follow one plan across all of them, and show where each answer comes from.

How does this relate to the UAE National AI Strategy?

Objective 4 asks for AI across government services to improve lives. The strategy names the foundation underneath (data, infrastructure and governance) as its own layer. This use case shows what that layer does for one life event.

Where would an organisation start?

With one life event that crosses offices and causes friction today. A structural assessment maps the terms and dependencies involved, followed by a demonstrator on the organisation's own processes.