AI Engineering and Automation

AI that runs inside the business.

Agents, retrieval on your own data and automation that replaces manual work. Measured with evals, constrained with guardrails, and deployed on infrastructure you control.

What we deliver

  • AI agents and multi-agent systems

    Agents that read, decide and act across your tools, with approval steps where the stakes are high.

  • Retrieval on company data

    Answers grounded in your documents, databases and tickets, with citations and access control.

  • Custom AI applications

    Applications built on the leading AI models or on private ones, tuned to your field, your documents and your language.

  • Business process automation

    Back-office flows such as onboarding, approvals and reconciliation handled end to end.

  • WhatsApp and web assistants

    Customer-facing assistants in Arabic and English, connected to your CRM and order systems.

  • Document AI

    OCR, extraction and classification for invoices, contracts, IDs and forms, Arabic included.

  • Evals and guardrails

    Test sets, scoring, red-teaming and runtime policies so the system behaves the same on Monday as in the demo.

How we approach it

  1. 01

    Start with the workflow, not the model

    We map the decision, the data it needs and who signs off, then choose the smallest model that does the job.

  2. 02

    Measure before and after

    Every deployment ships with an evaluation set and a dashboard, so quality is a number rather than an impression.

  3. 03

    Your data stays yours

    Private deployments, scoped access and no training on your data unless you decide otherwise.

Questions about this service

The one that fits the job. We compare the leading providers and private models on your own examples, and choose by answer quality, cost, speed and where your data is allowed to live.

Start a conversation

Tell us what needs to run.

A short description of the problem is enough. We reply within one business day.