AI strategy & use-case roadmap
Prioritised use cases with expected value, effort and risk — so you invest where it pays back.
Practical AI strategy and implementation for companies in the UAE — from choosing the right use cases to shipping LLM-powered products, agents and copilots that are secure, compliant and measurable.
Prioritised use cases with expected value, effort and risk — so you invest where it pays back.
RAG systems, agents and copilots built on OpenAI, Claude or open-source models.
Secure integration with your data, APIs and existing platforms.
Guardrails, evaluation, access control and PDPL-aware data handling.
Tracking quality, cost and latency once AI is in production.
Upskilling your engineers and product team so they can own AI going forward.
A free 30-minute conversation about your goals and where AI could help.
A review of your data, systems, risks and team capabilities.
A focused build on one high-impact use case, measured against agreed metrics.
Hardening, monitoring and rollout — then the next use cases on the roadmap.
Models and patterns that work in Silicon Valley need adapting for the Gulf. I design for the region from the start.
It depends on scope. A proof of value on one use case is a fixed-scope project; production rollouts are planned once value is proven. You receive a clear proposal after the discovery call.
Yes. Modern LLMs handle Arabic well, and I design retrieval, prompts and evaluation for Arabic, English and mixed content.
It can be, with the right setup: enterprise APIs that don’t train on your data, regional or private hosting where required, access controls and audit logging — designed around PDPL and your sector’s rules.
Retrieval-augmented generation lets an LLM answer from your own documents and data instead of guessing. It’s the most common pattern for accurate business assistants and knowledge copilots.
A focused proof of value usually takes two to six weeks, depending on data access and scope.
Both. I can lead the strategy and architecture, work alongside your team, or deliver the first use case end to end.
Tell me where you are and where you want to be. Let’s find the shortest path to get there.