What the scope includes
The scope covers a workflow map, knowledge sources, integrations, test criteria and the human hand-off path. Depending on the task, we measure accuracy, processing time and the share of cases needing human input.
AI & Automation
We help you identify which tasks are worth automating, then build workflows that connect tools and data and reduce manual work. We use AI where it serves the task, with quality testing and a clear hand-off path to your team.
Start with a repetitive task whose inputs and outputs you can describe: receiving an enquiry, classifying a request, updating a record or sending a follow-up. We pilot on a defined scope before scaling.
Answering from approved sources, capturing and routing requests.
Carrying out defined tasks through clear tools and permissions.
Voice experiences for reception or follow-up, subject to language and integration support.
Classifying, routing and escalating enquiries to the right person.
Connecting steps across tools and eliminating re-entry of data.
Collecting and classifying requests against agreed criteria.
Messages and reminders based on opportunity status.
A follow-up flow linked to your phone and messaging system.
Helping your team draft content that a specialist reviews before publishing.
Connecting the solution to your data and tools with controlled access.
The scope covers a workflow map, knowledge sources, integrations, test criteria and the human hand-off path. Depending on the task, we measure accuracy, processing time and the share of cases needing human input.
We review your needs and current setup, then agree on a clear scope, priorities and success metrics. We deliver in stages with review points, test everything before handover or launch, and follow up according to the agreed support plan.
We design its role around the task and route cases needing judgement or permissions to your team.
We test Arabic and the required dialects on real examples before approving the pilot.
There may be usage fees for models, telephony and platforms; we explain them per solution and provider.
Share your goal and current challenge, and we’ll agree on the right scope before preparing a proposal.