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- Describe the work and deliverables before choosing an activity.
- Separate technology services from regulated advice and sector approvals.
- Plan client data handling and contracts alongside incorporation.
What will customers buy from your AI business?
Start with a service list rather than the model you use. Building a customer-support assistant, integrating software into a client’s workflow and selling a subscription product describe different deliverables. Paid training may add another activity question.
Write a sample proposal in plain language. Include what you build, who operates it and how the customer pays. Use that proposal to ask the authority which activity wording fits.
Which setup routes should you compare?
Dubai Internet City lists artificial intelligence among the technology sectors it welcomes. That makes it a route to investigate, not proof that every AI-related service is authorised there. Compare the confirmed activity, office commitment, visa capacity and renewal cost with other suitable routes.
If your work happens at client sites or includes a mainland operation, describe that too. Your customer’s location and how you deliver the service belong in the licensing conversation.
Where can the scope become more sensitive?
Technology work for finance, healthcare or another regulated sector needs a careful description. Ask whether you are supplying software, providing regulated advice or taking responsibility for an activity that requires additional permission. Using an AI model does not remove the underlying approval question.
Do the same check when your offer includes training, recruitment, advertising or selling third-party products. Do not assume one broad consulting description covers every service.
Prepare a client-ready operating plan
- Describe the data you need and who can access it.
- Explain where client information is processed and stored.
- State how outputs are reviewed and who handles errors.
- Define ownership, support and recurring charges in the contract.
These are practical planning questions. Get appropriate legal or technical advice for the actual contract and data obligations rather than copying a generic template.
What should your setup quote cover?
Ask for the confirmed activities, approvals, company structure, workspace, visas and ongoing costs. Check free zone tax treatment separately; an AI label or overseas customer does not itself establish a zero-tax outcome. A useful setup plan connects the licence to the service you can confidently sell.
