Design and intelligence
AI solutions for business workflows in the GCC
HAYKALI builds practical AI tools for businesses in Saudi Arabia, the UAE and across the GCC. We place AI where it saves real time inside a defined workflow (reading documents, sorting requests, drafting replies in Arabic and English) with a person reviewing the result so it can be trusted.
Who it is for
- Teams reading and retyping documents such as invoices, forms or contracts
- Service teams sorting large numbers of requests by hand
- Companies that want to use AI but not for its own sake
- Operations with a repetitive judgement task and someone who can check it
What it usually includes
- Document reading
- Request classification
- Draft replies
- Human review step
When businesses usually need itA repetitive judgement task has clear inputs and someone who can check the output.
AI that works in Arabic and English
Reading documents, sorting requests, drafting replies: AI placed where it saves real time, with a review step so the result can be trusted.
- 01
Arabic and English documents and messages handled in the same workflow.
- 02
A human review step wherever a decision matters.
- 03
Data handling designed with regional data-protection rules in mind.
- 04
Measured against the manual process it replaces, not against a demo.
How we build it
Five stages, each producing something you can read and correct before we build on it.
- 01
Map the operation
See the work as it really happens.
Process map
- 02
Model the business
Decide what the system must know.
Domain model
- 03
Architect the product
Shape the system and its first release.
Architecture and scope
- 04
Build the system
Working software, in short cycles.
Working release
- 05
Iterate in use
Improve it from real usage.
Change log
Questions about this service
How can AI help a business in practice?
Most value comes from narrow, repeated tasks: extracting data from documents, classifying and routing requests, summarising, and drafting replies for a person to approve. We start from a task your team already does, with clear inputs and someone who can check the output.
Does AI work with Arabic?
Yes. Current AI models handle Arabic and English. We test the workflow on your real Arabic documents and messages before relying on it.
Will AI replace our staff?
That is not how we use it. We place AI inside a workflow with a person reviewing the result, so your team spends less time on repetitive work and more on the decisions that need them.
Talk to us about your project.
Tell us what you want to build. Call, WhatsApp or send an enquiry, and we will reply.