From data to artificial intelligence, one stage at a time.

It depends on how many touchpoints exist and how well documented the APIs are. A point-to-point integration between an ERP and an e-commerce platform is usually ready in four to six weeks. Scenarios with heavy business rules, legacy systems without an API or several vendors involved take longer. The initial assessment gives you a firm estimate before any commitment.

Yes. The premise is to connect what already exists, not replace it. We have ready-made connectors for SAP Business One, Microsoft Navision, Consinco and the main market platforms. When a system has no API, we build the integration layer through the database, files or an intermediate service — the route depends on what the vendor allows.

To the company, always. We hand over the repository, the technical documentation and knowledge transfer to your internal team. We don't work with vendor lock-in: if one day you want to bring maintenance in-house or move to another partner, you have everything you need.

Technically yes, but it rarely pays off. An AI agent answers from what it finds in your systems — if the data is inconsistent or scattered, it will be confidently wrong, which is worse than not answering. That's why we recommend integrating, structuring and only then automating. In some cases the foundation is already good enough and we go straight to AI; the assessment tells us which is the case.

We work with fixed scope for projects with clear boundaries, and with time-based allocation for continuous evolution. The initial assessment defines which format fits. Either way you get the figure and the timeline before we start — no surprise variable costs midway.

Yes. We operate from Lisbon and Rio de Janeiro, and work remotely with clients in other countries. Meetings happen in Portuguese or English, and we organise the work cycles around the time zone of whoever is on the other side.