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RAG & Knowledge-Base AI Assistant — Saudi Arabia

SKYLINE delivers rag & knowledge-base ai assistant across Riyadh, Jeddah, Dammam, NEOM, and every major Saudi city — by a Saudi engineering team, with Arabic-native software, local support, and on-premise or cloud deployment.

The fastest way to make AI trustworthy for business is to stop it from improvising. Retrieval-augmented generation (RAG) does exactly that: before the AI answers, it retrieves the relevant passages from your own documents and answers strictly from them, with citations. Skyline builds RAG knowledge assistants that turn your manuals, policies, contracts and support history into a searchable, conversational source of truth.

This is the same technique behind our own production systems. Our IT-support assistant drafts replies grounded in an approved knowledge base, and our automation desks answer from real company content rather than guesswork — powered by leading large language models, kept accurate by retrieval. We bring that engineering to your knowledge: ingesting your files, indexing them in a vector store, and connecting an assistant that answers in Arabic and English from what your organisation actually wrote.

For staff, that means instant answers to policy, HR, technical and product questions instead of digging through shared drives. For customers, it means a support assistant that quotes your real documentation, not a generic web answer. Because answers are grounded and cited, your team can trust and verify them, and the assistant says it does not know rather than inventing — a critical difference for regulated Saudi sectors.

We deploy privately or in-Kingdom on Skyline Cloud, scope access by user and document, and align with PDPL and data-residency expectations. Start with a free consultation: point us at the documents your people keep re-reading, and we will turn them into an assistant that answers in seconds, then give you a tailored quote.

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Custom ERP/CRM, web & mobile apps, API integrations.

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Frequently asked questions

Quick answers about RAG & Knowledge-Base AI Assistant — Saudi Arabia

What is RAG and why does it matter?
RAG, or retrieval-augmented generation, makes the AI fetch relevant passages from your own documents and answer from them with citations, instead of relying on its general training. It matters because it keeps answers accurate and verifiable, and lets the assistant say it does not know rather than inventing.
What documents can the assistant use?
Typically manuals, policies, SOPs, product specs, contracts, FAQs and past support tickets — most common file formats, in Arabic and English. We index them securely so the assistant answers from your approved content.
Does this reduce AI hallucinations?
Substantially. By grounding answers in retrieved source text and citing them, the assistant stays tied to your documents, and we add guardrails so out-of-scope questions get a safe handoff rather than a made-up answer.
Can staff and customers see only what they are allowed to?
Yes. We scope retrieval by user role and document, so the assistant respects your access rules. This is essential for HR, legal and regulated content.
Can it run privately and in-Kingdom?
Yes. We can deploy the assistant and its knowledge index privately or in-Kingdom on Skyline Cloud, aligned with PDPL and data-residency expectations, so sensitive documents never leave your control.
How do we start and what does it cost?
Start with a free consultation and share the document set you want searchable. We scope the ingestion, indexing and integration, then provide a tailored quote — pricing depends on volume, sources and access rules.

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