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Services, from the first decision to production

Choose the level of support that fits your stage, from a focused consultation to a production-ready solution or team training. Pricing is optional and admin-managed; scope, timeline, and cost are agreed before any work begins.

01

AI Decision Fit Check

MENA founders and operations, transformation, or knowledge leaders with one workflow causing recurring delay, rework, or inconsistent answers.

A short, focused conversation to decide whether your problem is worth a deeper AI advisory assessment—and whether I am the right fit.

20 minutes

4 What you get

Book a 20-minute fit check
02

Process-to-AI Opportunity Audit

Knowledge-intensive MENA teams facing slow onboarding, repeated questions, rework, expert dependency, or fragmented knowledge.

A bounded assessment of one business process to identify where AI may create value, what must be ready first, and which opportunities should be prioritized, deferred, or rejected.

Scoped after the fit check

4 What you get

Book a fit check
03

AI Vendor Proposal Review

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.

About 1 week

5 What you get

Book a fit check
04

AI Solution Decision Sprint

MENA teams with a defined workflow and a near-term buy, build, renew, or redesign decision.

A structured advisory sprint to compare AI, non-AI, buy, build, or redesign options and make a defensible decision before implementation.

Scoped after the fit check

5 What you get

Book a fit check
05

Knowledge Readiness Check

MENA teams considering internal search, Copilot, a chatbot, or a knowledge assistant where trust, ownership, permissions, or content quality are uncertain.

A focused assessment of whether the knowledge behind one important workflow is documented, current, owned, permissioned, and usable enough to support an AI layer.

Scoped after the fit check

5 What you get

Book a fit check
06

Stalled AI Initiative Diagnostic

MENA teams with an AI or knowledge initiative blocked by unclear value, content, permissions, evaluation, ownership, cost, governance, or adoption.

A bounded diagnostic for a Copilot, chatbot, internal search, or knowledge initiative stuck between a promising demo and a trusted everyday workflow.

About 2 weeks

5 What you get

Book a fit check
07

Technical Direction Session

Technical and transformation teams that have a defined AI idea and need an experienced independent review before committing delivery effort.

A focused working session with your internal technical team to challenge the direction of an AI capability before significant build work starts.

Half-day session

5 What you get

Book a fit check
08

AI Transformation Roadmap

MENA organizations with executive sponsorship, several validated AI opportunities, and internal implementation owners or delivery partners.

A sequenced, governed roadmap for organizations that have validated priorities and need to coordinate AI decisions, readiness work, ownership, and implementation handoffs.

Scoped after the fit check

5 What you get

Book a fit check
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.

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