About

I learned systems by working inside them.

I am Ahmad Réda, a business systems architect and the founder of CRM Scene. My work joins technical implementation with the operational detail that determines whether a system keeps working.

01

Where I started

Computer science taught me to build. Work in mobile money, payments and customer operations made me pay attention to the places where a clean diagram meets a messy handoff. A system is only useful if the next person knows what happened and what to do.

02

What the work changed

In Zendesk projects, the most valuable question is often not which trigger to add. It is which team owns the request, what the data can reliably say, and what happens when the first route is wrong. I use that question whether the answer is a view, an integration or an agent boundary.

03

Why I founded CRM Scene

CRM Scene turns this way of working into a delivery capability for larger architecture and implementation engagements. reda.social is where you can see the person making the judgments, the projects behind them and the limits of what the evidence supports.

A working rule

I prefer a verified, recoverable result to a grand description.

Backups, live read-backs, fallback behavior and a clear handover are part of the work. If a theme is prepared but not published, or a result is a historical snapshot, I say so.

See selected work

Current exploration

I also use an internal CRM Scene environment to explore how agents can assist real operations with permissioned context and human approval. I describe that as ongoing internal work, not as a client outcome.

Tell me about the work behind your tools.

A rough description is enough to start a useful conversation.