I don't start with a ready-made solution. I look at how your organisation actually works, then offer what it needs: AI opportunity assessment, employee training, or problem solving and process automation, even if the answer is that the problem doesn't need AI at all.
Three services. Take one or more, in the order that suits your organisation.
AI opportunity assessment
I assess how ready your organisation is, map how work really flows between departments, and identify where AI helps and where it doesn't. You get a clear priority list with quick wins and a phased roadmap of up to a year. More about the assessment
Employee AI training
A course called "Mastering Prompt Engineering for AI in the Workplace". Every employee practises on their own real tasks, in person in Riyadh or online, in a version built for each organisation. I deliver it as a trainer certified by TVTC, which has also certified me for "Finance for Non-Financial Professionals". More about the course
Problem solving and process automation
I find its real cause, then fix it with what fits: changing the procedure, automating the manual steps, or AI. Sometimes the fix needs no technology at all. More about automation
Four steps that end with a priority list, so you know where to start.
Short interviews with each department, then a map of the tasks as they really happen.
Tasks that repeat, run late, produce errors, or depend on one person.
Is the task itself the problem, or the way work flows around it?
Rank the opportunities by impact and effort, so you know where to start and what it saves.
My articles and posts on AI at work: assessing opportunities, automating tasks and training employees, with real examples and numbers. They are written in Arabic.
I look at every use of AI through its effect on time, cost and the quality of decisions, not through the technology itself.