Ahmad Réda · Founder, CRM Scene

I make complex operations easier to run.

I design the workflows, integrations and AI boundaries behind customer operations, then verify the result and hand it over clearly.

Discuss your challengeExplore selected work
Customer operationsIntegrationsAI agents
An illustrative operating loop01 — 04

Make the next action visible.

  1. 01
    SignalA request arrives
  2. 02
    ContextThe facts stay together
  3. 03
    DecisionAn owner can act
  4. 04
    RecoveryExceptions have a route

Clear ownership from the first request to the last exception.

The problems I help untangle

Where work usually gets stuck.

These signals often point to an unclear operating model, not just a missing feature.

01

Handoffs lose ownership

A request moves, but nobody knows who should act next.

02

Information is scattered

Agents and managers reconstruct the same context in different tools.

03

Automation is fragile

A rule handles the happy path but creates extra work when something fails.

What I build

What I can design and deliver.

Explore systems
01

Customer operations

Make brand, status and next owner visible so teams can work from the same case view.

02

Integrations and automation

Connect systems with clear source-of-truth rules, retries and a way to see failures.

03

AI with boundaries

Give an agent approved context, limited actions and a human escalation path.

04

Architecture and handover

Map the work, make design choices explicit, and leave the team with a system it can maintain.

How I work

Clarity before configuration.

I follow the real work, make ownership and exceptions explicit, build in controlled steps and verify the behavior with the people who will run it.

See the method
  1. 01
    Observe the workFollow real requests and exceptions.
  2. 02
    Choose the rulesMake ownership and decisions explicit.
  3. 03
    Build and connectImplement only what the operating model supports.
  4. 04
    Verify and transferCheck behavior and enable the team.

The person behind the work

I have worked inside the operations I now design.

My path runs through computer science, mobile money, customer operations and hands-on Zendesk delivery. CRM Scene is the company through which I deliver larger engagements; this site shows how I think and what I have built.

Meet Ahmad

Field note

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