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Notes from production.

Insights, playbooks, and lessons from building agentic AI for enterprises, for business leaders and the engineers next to them.

Why AI products for MENA need to be Arabic-first, not translated

By Ibrahim Shnekat6 min read

How to measure whether an AI product is actually working

By Ibrahim Shnekat6 min read

Human-in-the-loop AI: designing products people actually trust

By Ibrahim Shnekat6 min read

What our NVIDIA Inception membership means for the enterprises we build for

By Mohammed Zaloom6 min read

What is agentic AI, and what does it actually change for your business?

By Mahmoud AbuAwd8 min read

Agentic AI vs generative AI: which one actually returns on investment?

By Mahmoud AbuAwd7 min read