AI agents in Qatar that answer, draft and act on your business data
MONARK IT GCC designs and deploys AI agents for companies in Qatar, from our office at Qatar Science & Technology Park in Doha. We deploy our own agents, integrate leading AI platforms into your tools, or build custom agents connected to your CRM, ERP, documents and databases, in Arabic and English.
What an AI agent does that a chatbot doesn't
A chatbot answers questions. An AI agent also takes action: it searches your data, reads documents, updates your CRM, prepares a quote or a report, and asks a human to validate before anything sensitive happens. It works inside your existing software, not beside it.
Three ways to bring AI agents into your business
We pick the fastest route to a useful result, then go further only when it pays off.
| Option | Best for | What it is | Time to value |
|---|---|---|---|
| Our own agents | Common needs such as recruitment or sales follow-up | Ready agents built by MONARK IT, such as MONARK Pepit for recruitment, adapted to your process | Fastest |
| Third-party AI integrations | Adding AI to tools you already use | OpenAI, Claude, Gemini or DeepSeek models, and automation platforms such as n8n, Make or Zapier, connected to your CRM, ERP, email and messaging | Fast |
| Custom agents | Processes specific to your business, or sensitive data | Agents designed for your workflows, with RAG on your documents, multi-step orchestration and private or local models when data must stay in-house | Scoped per project |
MONARK Pepit: AI recruitment assistant
Pepit analyses CVs, extracts key information, scores candidates against your job descriptions, highlights strengths and gaps, and prepares interview questions. A demo is available on your own job descriptions.
What AI agents can do for each team
Sales and CRM
Qualify and score new leads, enrich contact records, draft follow-ups and quotes, and keep the CRM up to date.
Customer service
Answer frequent questions on WhatsApp, website chat and email in Arabic and English, sort tickets, and hand complex cases to your team with full context.
E-commerce
A 24/7 shopping assistant that answers product, size, stock and delivery questions, and recovers abandoned carts.
Finance and administration
Read supplier invoices and receipts, extract data into your ERP, match documents and prepare summaries.
HR
Screen applications with human review, answer employee questions from your HR policies, and prepare onboarding tasks.
Operations and management
Search internal procedures, generate recurring reports, and synchronise data between applications.
Connected to your software
Agents are only useful if they reach your data. We connect them through APIs and workflow tools, without replacing your systems.
- 01
CRM and sales — Zoho CRM, MONARK CRM, HubSpot, Salesforce or a custom CRM.
- 02
ERP and finance — Zoho One, Zoho Books, MONARK Core or your existing ERP.
- 03
Messaging and collaboration — WhatsApp Business, email, Microsoft Teams, Slack.
- 04
Documents and databases — Google Drive, SharePoint, PDFs, SQL databases, with controlled access.
When the agent needs its own interface or application, we build it as a custom AI application.
Arabic, data sovereignty and control
Arabic first
Agents are tested on Arabic and English inputs, including mixed-language messages, before they reach your customers.
Your data stays under your control
We choose where data is processed: the provider's cloud, a private cloud, or open-source models such as Llama or Mistral hosted on your own infrastructure. Processing is configured in line with Qatar's Personal Data Privacy Protection Law.
Humans stay in charge
Role-based permissions, minimum access, validation before sensitive actions, full logs and a stop switch for every agent.
Measured in production
We monitor answer quality, task success rate, cost per task, latency and incidents, and report them to you.
How we measure the return
An AI project must produce a measurable gain and stay affordable after launch. We track processing time per request, the volume of tasks handled, the share needing human correction, and running costs such as API usage, hosting and maintenance. Gains are calculated on your real data: we don't promise a universal productivity percentage.
How an AI agent project runs
- 01
Audit
we map your processes and pick the use case with the clearest return.
- 02
Proof of concept
a working prototype on your data to validate feasibility and value.
- 03
Build and integration
the agent connected to your tools, with permissions and validations.
- 04
Testing
real scenarios in Arabic and English, edge cases and failure handling.
- 05
Deployment and monitoring
secure go-live, dashboards for quality and cost.
- 06
Evolution
more autonomy and new use cases once results are proven.
Frequently asked questions
A chatbot answers questions. An AI agent can also act in your software, such as updating a CRM record, drafting a quote or filing a document, under rules and validations you define.
Ready to put AI to work in your business?
Tell us which task takes your team the most time. We will tell you honestly whether an AI agent is the right answer.