Blog
Recent posts on AI and automation.
Read practical pieces on AI, automation, RAG, and the tradeoffs that matter in real teams.
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AI Deployment Engineer at OpenAI
I'm Idir Ouhab. I help teams take AI from demo to production.
I help teams design, explain, and ship automation and AI systems without the usual noise. From executive sessions to hands-on workshops and technical advisory, the goal is always the same: make complex systems understandable, useful, and ready for the real world.
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Training for leadership, technical, and mixed teams
Advisory reviews for architecture, workflows, and production readiness
Speaker on AI and automation in English and Spanish
Latest thinking
Recent writing and episodes.
Read recent writing and listen to podcast episodes on AI, automation, and practical decision-making.
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Prompt&Play
A Spanish-language podcast on AI and automation.
Podcast in Spanish
Short episodes for Spanish-speaking teams who want sharper judgment, better questions, and less hype.
Work with me
How we can work together.
Training
AI training for teams that need practical adoption.
Sessions for leadership teams, technical teams, and internal enablement programs that need practical judgment instead of generic inspiration.
See training detailsAdvisory
Advisory for teams moving from demos to production.
Technical advisory for AI and automation teams working on architecture, delivery, adoption, and production readiness.
See advisory detailsSpeaking
AI talks that make complex systems understandable.
For conferences, leadership teams, and company events that want substance, clarity, and examples people can actually use afterward.
See speaking detailsResults
Results teams can trust.
10k+
learners reached
Mixed
audiences from non-technical teams to advanced users
EN / ES
delivery in English and Spanish
Contact
Start the right conversation.
Choose the path that fits what you need, share a few details, and I’ll reply with the most useful next step.