Private AI & LLM Infrastructure

AI Strategy & Government AI Programmes

Many organisations know AI matters but are unsure where to start, what to buy and how to govern it. AICubes helps leadership teams turn national and organisational AI ambitions into a prioritised, fundable programme — and then delivers it.

Because we are also the engineers who build and operate these systems, our recommendations are grounded in what can realistically be deployed, secured and supported in your environment.

01Private AI & LLM Infrastructure

What we deliver

  • 01

    AI readiness assessment

    A review of data, infrastructure, skills and governance with a clear picture of gaps and quick wins.

  • 02

    Use-case discovery and prioritisation

    Workshops with business owners to identify use cases and rank them by value, feasibility and risk.

  • 03

    AI governance and policy

    Responsible-AI principles, approval processes, model risk management and human-oversight rules aligned to national policy.

  • 04

    Technical specifications and RFP support

    Vendor-neutral requirements, architecture and evaluation criteria for AI procurements.

  • 05

    Programme delivery

    Build, deploy and operate — or build, operate and transfer to your own team.

  • 06

    Capability building

    Training for executives, product owners and technical staff on using and managing AI systems.

02Private AI & LLM Infrastructure

Typical use cases

  • Ministry-wide AI roadmaps aligned to national vision programmes
  • Governance frameworks for employee use of generative AI
  • Technical specifications for GPU infrastructure and LLM platforms
  • Build–operate–transfer programmes for AI centres of excellence
  • Executive briefings on AI opportunities and risks
03Private AI & LLM Infrastructure

How we deliver

  • On-premise, private cloud or hybrid

    Deployed where your data is allowed to live — your data centre, an in-country cloud, or a mix.

  • Arabic and English

    Interfaces, models and documentation designed for bilingual users from the start.

  • Integrated with your systems

    Connected to existing databases, identity providers, ERPs and line-of-business applications.

  • Supported after launch

    Monitoring, model updates and a named engineering contact once the system is live.

Frequently asked questions

Yes. We work with open-weight models and open-source tools, and our specifications are written so that multiple suppliers can respond.

Both. You can engage us for strategy alone, or continue into delivery so that the team that wrote the plan carries it into production.

Plan your next AI system with an engineer.

Tell us what you need to build. We respond within one business day with next steps, questions and — where the scope is clear — an indicative quote.