Services · AI integration
AI integration into the software you already run
You do not need a new system to get the benefit of AI. You need the model inside the ones you have: drafting in the CRM, reading in the ERP, answering on the website, summarising in the inbox. We do the wiring.
01What AI integration involves
Integration is where most of the value of AI is either won or lost. A model that answers well in a demo but cannot see your orders, your customers or your calendar is a toy. We connect the model to your systems of record through their APIs, build the retrieval layer that gives it your data, and put the results back where your team works — never in a separate window they have to remember to open.
02Systems we integrate with
| System | Typical integration |
|---|---|
| CRM (HubSpot, Salesforce, Zoho, custom) | Lead qualification, note-taking, next-step drafting, data hygiene |
| ERP and accounting | Invoice extraction, reconciliation, purchase-order matching, plain-language reporting |
| POS and restaurant systems | Demand summaries, inventory alerts, guest communications |
| Helpdesk and inbox | Triage, suggested replies, summaries, sentiment flags |
| WhatsApp Business and SMS | Conversational agents for bookings, status and support |
| Websites and apps | Search, assistants, recommendations, content tools |
| Spreadsheets and databases | Natural-language queries, cleaning, enrichment |
03Our approach
- Audit the data. Where it lives, how clean it is, who may see it. AI on bad data is fast wrong answers.
- Choose the seam. The one place in the existing workflow where an AI result saves the most time — that is where the integration goes first.
- Build the connector. Against the vendor API where one exists; a careful, documented adapter where it does not.
- Guard and observe. Rate limits, cost caps, audit logs and evaluations, so the integration stays trustworthy as usage grows.
04When to integrate versus build
If your current software does the job and the gap is intelligence, integrate. If the software itself is the problem — slow, unloved, held together with spreadsheets — the better investment is often a custom system with AI designed in from the start. We will tell you which, honestly, on the first call.
Questions we get asked
Can you integrate AI with software that has no API?
Usually. Many systems expose exports, databases, email or file drops we can work from; where nothing exists we build a careful adapter and document its limits. We tell you up front if a system is a dead end.
Is our data safe when integrated with an AI model?
Data goes to the model only when needed for the task, over providers whose terms exclude training on it, with logging you control. For sensitive data we can run models privately inside your own infrastructure.
How long does an AI integration take?
A single integration — one system, one workflow — is typically two to four weeks. Broader programmes across several systems are scoped as a pilot and production phase.
Do you work with Qatar and GCC software vendors?
Yes. We integrate with regional payment, messaging, accounting and government-facing systems as well as the global platforms, and we are based in Doha.
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Read →Ready to talk about AI Integration?
Tell us what you are building — we will come back with a plan and a number.