Model and licence assessment
Define the inputs, constraints and acceptance criteria with your team.
Open-source AI hosting
Run selected open models on infrastructure you control.
Deploy suitable open-source or open-weight models in a private cloud or on-premises environment, subject to licence and infrastructure requirements.
For teams in the UAE, Saudi Arabia and across the GCC.
From requirement to implementation
What your project can include
Inference deployment and access controls
Implement and test against the agreed workflow and representative data.
Upgrade, monitoring and maintenance procedures
Make performance visible and prepare your team to operate the solution.
Designed around your environment
Start with the business requirement.
We scope the systems, data access, languages and deployment requirements before choosing models or infrastructure. Arabic and English quality should be tested on your actual terminology and user journeys.
Explore our Middle East approach →Bring to the discovery conversation
- The task you want to improve and how you measure it today.
- Your existing systems and a description of the available data.
- Required languages, users, hosting region and access restrictions.
- Your target timeline and an indicative budget range.
Final scope, delivery milestones and ongoing costs are agreed after discovery.
Before you start
A common question
Are all open-weight models open source?
No. Model licences differ. We review commercial-use terms, redistribution limits and operational requirements before recommending a deployment.
Your next step
Tell us which task is slowing your team down.
Share the use case, your current systems and the outcome you want. We can use that conversation to define a practical first project.