Only if you approve it. We design hosting and model options so that sensitive data stays where your policies require.
Riyadh Solutions
Best AI solutions company in Riyadh
Machine learning and LLM assistants in production, with evaluation, privacy controls and governance risk teams can review. Hosn Al Tomoh works with organisations in Riyadh on AI, agreeing scope, responsibilities and proof of completion for each phase from the start.
Production AI depends less on the model than on the data, evaluation and controls around it. The work covers choosing use cases, retrieval over your own documents, evaluation against agreed test sets, and the privacy and human review rules that govern each assistant.
Saudi programmes usually have to account for the Essential Cybersecurity Controls of the National Cybersecurity Authority (NCA), the Personal Data Protection Law overseen by SDAIA and, for government entities, the standards of the Digital Government Authority. Banks answer to SAMA, and insurers to the Insurance Authority. We plan hosting, data classification and evidence around these from the start, and quote in Saudi riyals.
Before go-live, we run a full rehearsal of the cutover with the team who will operate the service, and agree in advance how problems will be escalated in the first weeks after launch.
Where you already work with systems integrators or vendors, we can deliver in partnership with them, with each party's responsibilities written into the contract.
Where the effort goes
We concentrate on the points below, because that is where the work usually stumbles.
- Use cases chosen for measurable value, each with a named business owner.
- Evaluation sets and acceptance thresholds agreed before launch.
- Privacy, logging and human review rules that risk teams can audit.
What we check first
AI pilots impress in demos and stumble on real data. We test against your own documents and edge cases, and set the bar for accuracy before we build.
At the end of each phase we provide the proof your risk and audit teams need to file: test results, access reviews and signed handover documents.
Before you start
Practical questions from IT and procurement teams.
Each phase is scoped and priced separately, with the team, the deliverables and the acceptance criteria written down, and you receive an itemised quote before work starts.
Your team, unless you choose managed services. We name who is responsible for each component before launch, hand over the runbooks and train your people.
How the work runs
Four stages, each with clear criteria for moving to the next.
Discover
We document the current set-up, the people involved and the constraints, and agree what success looks like.
Design and plan
We set the target design, phases, test approach and acceptance criteria, and review them with your architects and risk team.
Build and test in stages
We deliver in increments, testing and demonstrating each one before the next begins.
Hand over
We hand over runbooks, train your team and support the launch, then formally transfer responsibility to the people you nominate.
Ready to mature your operations?
Book a technical consultation with our principal engineers to map out your architecture and transition plan.