Skip to content
How I can help

AI Vendor Proposal Review

Who it's for: MENA leaders considering an AI vendor proposal and needing a clear, independent pre-signature decision.

An independent review of an AI implementation proposal before you sign—focused on gaps, underestimated costs, risks, questions for the vendor, and terms worth negotiating.

Book a fit check

What you get

  • Scope and gap review
  • Cost and assumption review
  • Risk and governance questions
  • Vendor negotiation checklist
  • Proceed-revise-defer recommendation

Typical timeline

About 1 week

Ready when you are

Let's make your next AI decision a clear one.

Tell me where work slows down, repeats, or produces avoidable errors. In a free 30-minute discovery call, we will decide whether AI can help and what a sensible next step looks like.

Book a Free 30-Minute Discovery Call30 minutes · Free · No commitment

Nouran Darwish

AI Solutions Consultant helping businesses take practical GenAI solutions from proof of concept to production. Based in Cairo, working in Arabic and English.

Fine print

Occasional emails on AI decisions, process readiness, and organizational knowledge. No hype, no spam, unsubscribe any time.

Your privacy choices

We use a small amount of strictly-necessary storage to remember your locale and consent decision. Analytics are off by default — choose what you are comfortable with.