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FRIAWAN / DOHA, QATAR

AI agents & business assistants

Build assistants that work with your business information, with defined permissions and a clear path for human review.

The business need

A scope built around your situation.

We start with a specific task: answering product questions, preparing a report, organising enquiries or following up on an approved workflow. The assistant is connected only to the information and tools agreed for that task. We test its behaviour, escalation rules and limits before considering a wider rollout.

What the engagement can include

  • A defined use case, information sources and access boundaries.
  • A configured assistant with agreed integrations and review rules.
  • Evaluation scenarios, user guidance and an operating handover.

The final deliverables, responsibilities and timetable are agreed after the initial review.

What to bring to the first discussion

Bring examples of the questions or repetitive tasks, the information the assistant needs and the actions it may perform. We agree what requires approval and what should remain with a person.

Questions about this service

Will the agent act without approval?

Only within the permissions and workflow agreed for the project. Sensitive or consequential actions can require human approval before execution.

Can it answer using our company documents?

That can be part of the scope. We assess access, document quality and the way answers should cite or refer to the available information.

Your next step starts with a conversation

Let’s connect the pieces of your business.

Tell us what needs to work better. We will help define a practical starting point.