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AI outruns any map. Old playbooks are dead. Going alone is overwhelming. I’ve been there. I tested everything to drive real value with AI—for my company and my clients. I paid the tuition so you don’t have to. 20% is tech. 80% is people—training, change, adoption, trust. If no one can use “AI”—or trust the system—what’s the point? You're building toys. I run real experiments, extract what works, and implement the proven frameworks used by top-tier companies for my clients. HOW I HELP ↳ Companies & enterprises: ROI-first AI strategy and systems. Pragmatic. Measurable (Client example: PwC.) I'm a hands-on AI specialist with an all-star engineering team. ↳ Individuals & leaders: Bootcamps and the free “AI Friends” community. The frameworks & workflows used by the top-tiers companies. PROOF → €50M+ client ROI → 10,000+ professionals in the community → 45M+ annual impressions on shared learnings GET THE MAPS My best insights, frameworks, and field notes are in my free weekly newsletter: cohorte.co/letters Email: [email protected] X / Instagram / YouTube: @theCharafeddine
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