From audit to AI

The first conversation is never about technology. We spend time understanding your processes before we open a text editor. In practice, this means a structured process inventory: what happens step by step, who touches the data, where decisions are made manually, and what constraints exist in the current system. This approach routinely surfaces constraints that would have derailed a solution built on assumptions: a legacy database format, a team without labelled training data, a compliance requirement that rules out a cloud component entirely.

Brussels-based SMEs, NGOs, European institutions, and industry federations. Organisations with real operational complexity that want AI solutions designed around their actual environment, not generic templates. In practice, this means organisations that have already tried to deploy off-the-shelf tools and hit the ceiling, or that need to justify an AI investment to a board or procurement committee and need a structured diagnostic before committing to a build. If you are at an early stage, the audit is the right first step.

Both. We use proven frameworks like n8n, Python, and GCP, and connect them to what you already have. The decision on whether to build, configure, or integrate is made during the audit phase, based on your actual data, your team's capacity to maintain the system, and the complexity of the target use case. We avoid unnecessary reinvention and never introduce proprietary lock-in: the systems we build are designed to be understandable and maintainable without us after delivery.

All work is covered by NDA and handled GDPR-compliant. By default, your data stays in your environment. Cloud processing is only introduced when explicitly required, and every data flow is documented upfront before any development begins. For EU institutions and regulated sectors, we map every data movement, apply data minimisation at the architecture level, and document the legal basis for each processing activity. We can work entirely within your infrastructure if required: our tooling supports on-premise and private cloud deployments.

A 30-minute call. We listen, ask the right questions, and give you an honest assessment of whether AI is the right solution for your problem. No pitch deck, no sales funnel. If the answer is yes, we outline what an initial AI Audit would cover and what it would cost. If the answer is no, or not yet, we will tell you that directly, along with what would need to change before AI becomes viable. We have no interest in building something that will not deliver.