Two Pillars Advisory

AI, Biometrics & Drone Licensing UAE

AI software development, biometric deployment and commercial drone operations are different activities. Define the use case, customers and data before selecting a licence.

Frequently asked questions

Do all AI companies in Dubai need the same licence?

No. Software development and technology consulting should be distinguished from deployments in regulated sectors and from telecommunications equipment or drone operations. Select the economic activity with the issuing authority and assess any additional permissions for the actual use case; do not assume a universal AI certification applies.

What should a biometric technology business prepare for UAE data protection?

Document what personal and biometric data is collected, the lawful basis for processing, access controls, retention, security and cross-border transfers. The applicable data-protection regime depends on jurisdiction, including separate DIFC and ADGM regimes. Sector-specific requirements should be assessed before deployment.

Does an AI software trade licence permit commercial drone flights?

No. A software licence does not by itself authorise drone operations. Assess the proposed aircraft, operator, location and commercial use with the applicable aviation authorities, including GCAA requirements where relevant. Flight permissions and restrictions must be confirmed separately.

How much does AI company formation cost in the UAE?

There is no single all-inclusive price. Budget separately for incorporation and renewal, any applicable regulatory applications, premises, qualified personnel, insurance and ongoing compliance. Request an itemised quotation for the exact activities and jurisdiction; authority fees and eligibility must be confirmed before applying.