devs

UAE business planning

Plan AI workflows with clear ownership in Abu Dhabi

For a business serving Abu Dhabi, an AI workflow should turn an enquiry into a request that the responsible team can accept and act on. Devs Group offers sales, support, coordination and custom workflows. Define the required information, approval limits and ownership before connecting the workflow to business systems.

Choose the receiving team’s decision

Start at the point where a person must act. A quotation team may need scope and timing; an appointment team needs a service and availability; support needs the unresolved issue and relevant history. Collect the information that supports this decision, and avoid unnecessary customer fields.

Make an ownership and approval map

Document who can accept, approve, complete or return each type of request.

  • Request category and minimum information needed.
  • Primary receiving team and fallback when ownership is unclear.
  • Commercial or operational decisions requiring approval.
  • Systems and fields each team is allowed to access.
  • Staffed hours in GMT+4 and the approved next-contact message.

Example: prepare a quotation request

Illustrative workflow: a customer explains a service requirement. The agent collects the missing scope and timing details, records the request in the connected system and routes it to the quotation owner. The team reviews feasibility and commercial terms. Until approval, the record remains a request rather than a confirmed quotation or promised delivery. This is a planning example, not a client result.

Define the handoff record

The next person needs enough context to continue without asking the customer to repeat everything. Record the transfer reason, relevant customer-provided facts, actions already completed and questions still open. Include the destination, acceptance status and next action. A message sent to a queue does not establish that anyone has taken responsibility.

Handle returns, delays and unavailable systems

Agree what happens when the receiving team returns a request, needs more information or cannot access the record. Keep a visible unresolved state and assign the next action. A failed integration must not produce a false completion message. If a workflow spans teams, each approval should be explicit and traceable.

Check the whole coordination loop

Acceptance should verify the team process as well as the agent’s answer.

  • Incomplete requests are identified before approval is requested.
  • A request reaches the correct authorised destination.
  • The receiving team can see the necessary context.
  • Unaccepted, returned and reopened requests appear in the review queue.
  • The customer receives an accurate status and an approved next step.

Plan rollout and cost by workflow complexity

The number of teams, system boundaries, approval stages and record types affects implementation work. Agree a limited initial workflow and ownership for policy changes. Compare setup, usage, integration maintenance and operational support separately. Confirm delivery and on-site requirements for the project; location alone does not select the technology or establish an office.

Questions to settle before launch

Can several teams share an AI workflow?

They can be included in a planned workflow when access, routing, approval authority and accepted ownership are defined. Confirm the actual system boundaries and recovery process during implementation.

Does an Abu Dhabi workflow need different technology from a Dubai workflow?

The task, systems, permissions, language requirements and operating process determine the design. A city name alone does not establish a technical requirement.

What is a useful first pilot for a team handoff?

Choose one request category and one receiving team. Check complete and incomplete requests, unavailable systems, returned work and out-of-hours handling before extending the workflow.

Practical guides for this workflow

Plan your workflow with Devs Group

Share the task, systems, location and team responsible for the next step. We can then discuss the scope and checks for your project.

Discuss your workflow