We map the work to your home-market rules and to the GCC regulations that apply where the systems will run, and prepare the evidence in a form your compliance team can file.
Austin Solutions
Best AI solutions company in Austin
Machine learning and LLM assistants in production, with evaluation, privacy controls and governance risk teams can review. Hosn Al Tomoh works with organisations in Austin 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.
We work with clients across the Middle East and beyond. For organisations in Austin, that usually means a programme with a Gulf footprint: we plan for your home-market data protection rules and for the GCC laws, such as the UAE and Saudi personal data protection laws, that apply where systems and data will sit.
Work runs in short phases you can review. We strengthen your team with specialist people where you need them, and each phase closes with a demonstration and a decision on what comes next.
The scope can run from a short diagnostic to a phased rollout, and each phase is fixed before it starts.
What has to go right
These are the factors that usually decide whether the programme meets its goals.
- 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.
Where programmes go wrong
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.
We record decisions, responsibilities and test results as we go, so internal audit and regulators can trace every decision and who approved it.
Common questions
What buyers usually ask before a first workshop.
Only if you approve it. We design hosting and model options so that sensitive data stays where your policies require.
Yes. We document the current integrations first and keep existing systems running alongside the new ones until the switch-over is proven.
Stages of the work
A phased approach, from assessment to knowledge transfer.
Assess
We review the current state, the risks and the quick wins.
Plan
We draw up a phased plan with scope, team, responsibilities and acceptance criteria for each phase.
Deliver and verify
We deliver in phases and show that each one meets its criteria.
Transfer knowledge
We document what we built and train your teams to run and change it.
Ready to mature your operations?
Book a technical consultation with our principal engineers to map out your architecture and transition plan.