AI · CONTENT · KNOWLEDGE · MENA

Turn what your organization already knows into what it can build next.

Your organization may already hold years of knowledge, media, research and cultural material. I help make that value visible and usable—through AI strategy, knowledge systems, content discovery and digital products designed for people in Egypt and MENA.

Since 2006Product & audience growthEntrepreneurshipInstitutional transformationEgypt & MENA
A future-facing Cairo workspace connecting archives, research and AI
CAIRO / KNOWLEDGE / CULTURE / WHAT COMES NEXT
A visual map connecting signal, context, choice and build 01 / SIGNAL02 / CONTEXT03 / CHOICE04 / BUILD
The world is a system of signals and relationships. The work is seeing what connects to what.

The hidden asset

The problem is often not a lack of content. It is that the value inside it is difficult to reach.

Archives sit without useful metadata. Research is scattered across files and teams. Websites publish information that search engines and AI systems cannot interpret well. People repeat work because institutional knowledge has no usable structure. New AI tools arrive before anyone has decided which problem deserves to be solved. The opportunity is to connect what the organization already owns with what its people and audiences need next.

02 / The real question

From stored material to working knowledge.

Find the value. Structure the knowledge. Build the experience. Activate and learn. Understand the material and the people who need it, create the structure that makes information usable, then turn it into search, workflows, prototypes, products or audience experiences.

03 / Four modes of practice

Read. Connect. Frame. Build.

I separate signals worth acting on, connect them to context and turn understanding into words, strategies, products and experiences that survive contact with reality.

01

Read

Read across technology, culture, history, products, media and behavior.

02

Connect

Connect signals worth acting on to the context that gives them meaning.

03

Frame

Turn understanding into words, concepts, strategies and products.

04

Build

Care about what survives contact with reality.

Method

Find the value → Structure the knowledge → Build the experience → Activate and learn

A practical path from underused material to usable knowledge, products and experiences.

01

01 / SIGNAL

What is really changing?

Separate meaningful change from noise.

02

02 / CONTEXT

What does it mean here?

Understand the organization, people, culture and market.

03

03 / CHOICE

What deserves attention?

Choose what merits investment, change or protection.

04

04 / BUILD & LEARN

What do we make next?

Make, redesign, test, learn or implement.

04 / Capabilities

Where I can be useful

01

AI opportunity and adoption

Choose valuable applications and move from scattered experiments to a credible pilot.

Explore
02

Knowledge and content systems

Make institutional knowledge easier for people and machines to find, trust and reuse.

Explore
03

Archive discovery and activation

Turn dormant collections into living resources for audiences, teams and new products.

Explore
04

Digital products and experiences

Shape useful products from knowledge, content and culture.

Explore
05

MENA context and language

Design around Arabic, local behavior, institutions and market differences.

Explore

05 / Proof

Built across content, audiences, products and institutions.

I have worked in digital since 2006: first as a blogger and technology writer, then across audience growth, user-generated media, SEO, product development, agency leadership and public-sector transformation. My record includes helping grow Bey2ollak, co-founding Bteekh and Egyncy, working on international growth for Atlassian products at Infosysta, taking on marketing and product-development responsibilities around App4Legal, expanding Brandria’s digital capabilities and directing digital-transformation work for CAPMAS.

See selected work
Bey2ollak

Growth through understanding behavior

From roughly 700,000 to more than 1.3 million users within a year, according to the documented career record.

Approximate figure documented in the career record.

Read the case
CAPMAS

Transformation beyond a new website

Institutional digital transformation work including visual rebranding and software solutions.

Transformation experience, not an AI case.

Read the case
A visual composition connecting Cairo, maps and archives

06 / Egypt & MENA

Technology may travel globally. Knowledge is always situated.

Language changes search. Dialect changes recognition. Institutions change what can be implemented. Culture changes trust, authority and participation. A system that works elsewhere does not arrive in Egypt or MENA without assumptions attached. Regional context belongs in the strategy, the data, the interface and the operating model from the beginning.

Explore the MENA context
A research and writing studio overlooking Cairo

07 / Thinking in public

The questions behind the work.

I write about what happens when AI meets existing knowledge, when content becomes abundant, when archives become searchable and when global technology enters a specific language, culture or institution.

Read my thinking

The next question

What valuable material is your organization failing to use?

Bring an archive, a fragmented knowledge system, an AI opportunity or a product idea. We can identify where the value is and what a useful first move looks like.

Discuss an opportunity

A useful first step

Where could AI actually help your work?

Assess your AI readiness