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Knowledge-base RAG chatbot

A chatbot that answers from your own knowledge — accurately, with sources, around the clock.

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When you need this

  • Your support team answers the same questions over and over, and response times suffer at peak hours.
  • Knowledge is scattered across PDFs, wikis, and portals, and people can't find the right answer quickly.
  • You want 24/7, multilingual support without growing headcount linearly.
  • Off-the-shelf chatbots give vague or wrong answers because they don't know your business.

What you get

We build retrieval-augmented (RAG) chatbots grounded in your company's documents, policies, and product data, so customers and staff get accurate, cited answers instead of generic or made-up ones.

  • A chatbot trained on your own knowledge base that answers in natural language and cites its sources.
  • Multilingual support, including Modern Standard Arabic and regional dialects.
  • Deployment to your channels — website, WhatsApp, in-app, or internal tools.
  • An admin view to review conversations, close knowledge gaps, and keep answers current.
  • Guardrails that keep the bot on-topic and hand off to a human when it isn't confident.

How we do it

1
Discovery

We map your top questions, content sources, and success metrics in a short workshop.

2
Knowledge preparation

We ingest and clean your documents, then index them for fast, accurate retrieval.

3
Build the RAG pipeline

We connect retrieval to a leading LLM with prompts and guardrails tuned to your domain.

4
Integrate

We deploy the bot to your channels and connect it to your CRM or helpdesk where needed.

5
Test & launch

We evaluate answer quality against real questions and tune until it meets your bar.

6
Monitor & improve

We track unanswered questions and refresh the knowledge base over time.

Business outcomes

  • Deflect a large share of repetitive tickets so agents focus on complex cases.
  • Faster, consistent answers — at any hour, in multiple languages.
  • Answers you can trust, because every response is grounded in your own sources.

Why Intellectual Systems

  • Solutions that integrate with your existing tools and workflows.
  • Multilingual delivery, including Modern Standard Arabic and regional dialects.
  • GDPR-aligned by default, adaptable to your specific compliance needs.
  • Long-term support and iteration after launch.

FAQ

Will it make up answers?
No — it only answers from your approved sources and cites them. When it isn't confident, it says so and can hand off to a human.
Which languages are supported?
It works across multiple languages, including Modern Standard Arabic and regional dialects.
How does it stay up to date?
We connect it to your content sources and refresh the index on a schedule, so answers track your latest documents.
Is our data secure?
Your data stays within your approved environment, and we follow GDPR principles by default. We adapt to your specific requirements.
Where can we deploy it?
Your website, WhatsApp, in-app, or internal tools — wherever your users already are.

Related solutions

Automated QA scoring Scores agent calls against your quality checklist automatically, replacing manual spot-checks. Real-time agent assist Live answers and next-best actions surfaced to operators during the call. Regulatory RAG assistant Instant answers from internal policies and regulatory texts, with citations to the source.
Interested? Let's build this for your business
Tell us what you're looking to achieve and we'll suggest the most effective solution tailored to your timeline and budget.



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Or contact us by email, phone or through social media: