Understand & retrieve
Answers from your documents, policies and pricing, citing the source and the limits of what it knows.
AI Agents
AI agents that take action inside your systems
We build one agent for one clear business job: it reads your knowledge base, understands the customer's request, then acts — opens a request, updates a record, books an appointment or escalates to a person. Not a generic chatbot, but an operating tool with defined permissions.
Capabilities
What an agent can do
Take actions
Create a ticket, update the CRM, call an API, schedule an appointment or trigger a workflow.
Hand off to people
Recognises sensitive or uncertain cases and routes them to a person with the full conversation context.
Multiple channels
WhatsApp, the website chat widget, or an internal team channel — with the same logic.
Memory & context
Links the current message to the customer record and past requests to avoid repeating questions.
Limits & permissions
Works within a defined scope: what it may read and change, and when it stops and asks.
How we deliver
We start from one job and measure its impact
We pick a high-frequency task with a clear outcome — such as answering pricing requests or qualifying new leads — and build the agent around it. We define the data it needs, the actions it is allowed to take, and the success metric (response time, share resolved without a person, number of completed requests). Once the value is proven, we widen its scope gradually.
Scope workshopWe define the task, permissions, data and the metric.
First version on your dataWe test it on real cases and tune the answers and actions.
Monitored launchWe watch performance, errors and escalations before adding tasks.
FAQ
Before you start
What is the difference between an agent and a chatbot?
A chatbot replies with prepared text or generic answers. An agent is given permission to read specific data and perform specific actions inside your systems, within limits you set.
Does it work in Arabic dialects?
Yes. We tune it to how your customers phrase requests and to your brand's tone of voice.
What if we don't have an API?
We start with what is available — uploaded documents, spreadsheets, or a partial integration — then add the direct connection when it exists.
Ready to discuss the first agent?
Send us the task you want to automate, and we'll propose a clear initial scope and a measurable success metric.