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What the model is actually doing
- Why a language model produces confident errors, in plain business terms
- The three failure modes that cost managers the most time
- Where AI genuinely beats a person, and where it quietly does not
Courses
AI for Business is the foundation programme from Menova, taught by Ahmed Amrousy — Executive Education Instructor at the American University in Cairo and Head of Marketing & PR at Nile Air. It gives non-technical corporate teams one repeatable method for putting generative AI to work on real tasks, and it is 70% hands-on. Sessions run on-site in Egypt, Saudi Arabia and the UAE, or live online, delivered verbally in Arabic with English slides.
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It is built for managers and professional teams with no technical background — marketing, finance, HR, operations and customer service. Participants need no coding and no prior AI experience. Sessions work best with 10 to 25 people from the same organisation.
The standard format is 16 hours delivered across two days. It can be compressed into a single intensive day or spread over four half-days where operational cover is difficult. Exact scheduling is agreed with the client.
Yes. Ahmed Amrousy delivers verbally in Arabic with English slides and English materials, which is the format most Egyptian and Gulf corporate teams prefer. Full English delivery is also available for mixed-nationality teams.
Two things. The session runs on your own data — participants work on live company tasks rather than generic examples — and it teaches judgement, not tool tours. Tools change every quarter; POCAB and GCSE-F do not.
No. The session can run entirely on free tiers, and Ahmed demonstrates across Claude, Copilot, NotebookLM and ChatGPT so the team can see which fits their existing stack before committing budget.
Pricing depends on team size, seniority, duration and city, so every programme is quoted individually. Send the team size and your objective to ahmedamrousy@aucegypt.edu and you will receive a written proposal with agenda, duration and price within two working days.
Yes. Menova delivers this programme live online as well as on-site, and the 70% hands-on structure is preserved either way — participants still work on their own material during the session.
Every Menova programme is scoped to the client. Book a short call — or send the team size, seniority and objective — and you get a written proposal with agenda, duration and price within two working days.
Ask about Menova
Quick answers · then straight to Ahmed