AI for Work

AI agents that give every employee back their working week.

Assistants and copilots grounded in your own documents, systems and permissions, so people find answers, draft work and finish routine tasks in minutes instead of chasing colleagues across tools.

Signs you need it

• Staff spend hours a week searching for policies, contracts and past decisions
• The same questions reach HR, IT and finance every day
• Reports and summaries are written by hand from the same data each month
• Public AI tools are banned or unmanaged because nobody can control what leaves the building

Use cases

• Enterprise knowledge assistant: Ask a question in Arabic or English and get an answer with citations, limited to what the asker is allowed to open.
• Drafting and summarising: Briefs, minutes, proposals and status reports drafted from live records, then reviewed and approved by a person.
• HR and IT helpdesk: Policy, leave, onboarding and device questions answered instantly, with tickets raised only when a human is needed.
• Project and portfolio Q&A: Ask about budgets, risks and progress and get evidence-backed answers straight from your project records.

What you get

• An assistant connected to the document stores and systems your teams already use
• Permission-aware retrieval, so answers never exceed the asker’s access
• An evaluation set built from real questions and re-run on every change
• Usage analytics: questions, deflection, unanswered topics
• Source, prompts and documentation handed over to your team

How it works

• Map: We inventory what your people actually search and ask, and pick the two or three workflows worth starting with.
• Ground: Your content and systems are connected with permissions compiled into retrieval.
• Evaluate: A question set from real queries is scored, so quality is measured rather than assumed.
• Roll out: Released to one team first, widened only once the evaluation holds.

When it is not the right fit

Decisions that must be made by a named, licensed person, or content you cannot legally let a model read.

What is AI for Work?

AI for Work is a set of AI agents and assistants that help employees find information, draft documents and complete routine tasks, using your own data and permissions.

Will our data be used to train public models?

No. The assistant runs in your own cloud or data centre, and your data is used only to answer your own staff’s questions.

Does it work in Arabic?

Yes. Assistants are built and evaluated in Arabic and English, including mixed-language questions.

How long does it take?

A first assistant for one team typically reaches production in four to eight weeks after a one to two week discovery.