Autonomous AI Agents That Finish the Work. Not Just Answer Questions.

You pay us once. The development fee is a one-time cost, scoped to the workflows in question and fixed before work starts; at handover the source code, agent logic and IP are yours. After that the only ongoing cost is the LLM subscription the agents run on, and that is not ours — you hold it directly with the model provider and pay them from your own card, so nothing passes through us to be marked up. What it costs depends on how much work the agents do, never on how many people you employ. There is no support contract and no retainer: when you want the agents improved or pointed at a new process, you come back to us and we quote that work. What the development fee comes to depends on how many systems the agent touches and how clean the access to them is, which is why we scope it against a named process rather than quote a range.

A chatbot answers a question and stops. Robotic process automation repeats a fixed sequence of clicks and breaks when the interface behind it changes. An autonomous agent is goal-oriented: it plans the steps, reads unstructured input like email and documents, calls APIs, and follows the task through to completion without a human restarting it at each stage.

No. Our AI agents are designed to integrate directly with your existing software stack (SAP, Salesforce, Dynamics) to automate manual operations. However, where it is financially viable, they can replace seat-licensed third-party tools completely with custom modules you own.

Most custom enterprise AI agents go live within 4–8 weeks. The variable is rarely the agent itself — it is how quickly we can get clean access to the systems it needs to read and write, plus the sandbox testing your governance process requires before it touches production.

Agents are architected to support the controls these regimes require — access scoping, full action logging, data minimisation and retention rules — and can be deployed on-premise or in a private cloud region so data never leaves a boundary you control. Where your procurement process requires a specific certification or attestation from us as a supplier, ask and we will tell you exactly what we hold rather than what we are aligned with.

No — you pay us nothing on a recurring basis at all. You own the custom codebase, agent logic and intellectual property, so there is no licence to renew and no seat count to grow. The one ongoing cost is the LLM subscription the agents run on, which you hold directly with the model provider and pay on your own card. It is metered on how much the agents do, not per head.

Agents are built with explicit escalation boundaries: you define which decisions an agent may take on its own and which must route to a named person. Every action an agent takes is logged against the record it touched, so a wrong decision is traceable and reversible rather than silent. For higher-risk steps — payments, contractual commitments, anything with a regulatory consequence — the default is that the agent prepares the action and a human approves it.

Yes. Our agents handle Arabic and English in the same workflow, including mixed-language input where a customer switches mid-conversation. For domain-specific Arabic — regulatory language, regional dialect in customer messages, sector terminology — we fine-tune on your own material rather than relying on a general-purpose model's handling of it.

Yes. Where data cannot leave your infrastructure, we deploy open-weight models on-premise or in a private cloud region you control, and the agent runs entirely inside that boundary. This is a design decision made at the start of the engagement, because it shapes model selection and the surrounding architecture.

Only what the specific task requires. An agent handling invoice reconciliation needs read access to the invoice store and write access to the reconciliation record — not general access to the finance system. We scope permissions per agent, through service accounts you provision and can revoke, so access is auditable from your side rather than ours.

No. There is no retainer and nothing to renew. The agents keep running once they are live, and because the source code and IP are handed over, your own team or another supplier can maintain them — nothing about the handover leaves you dependent on us. When you do want something more — an escalation rule changed as the business shifts, the agent extended, a second process automated — you come back to us and we scope and quote that piece of work on its own.