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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 most enterprise AI pilots fail, and how to be in the 5% that ship

By Mahmoud AbuAwd8 min read

Custom AI vs off-the-shelf: when to build, when to buy

By Mahmoud AbuAwd8 min read

The enterprise AI adoption roadmap: from readiness to production

By Mohammed Zaloom8 min read

Deploying AI in production on AWS: the MLOps essentials

By Mahmoud AbuAwd8 min read

Enterprise AI in MENA: a practical guide to adopting it well

By Mohammed Zaloom8 min read