We begin with a short discovery phase, review data sources, process boundaries and security requirements, and then define a realistic MVP or integration path.

Typical integrations include ERP, CRM, document management, knowledge bases, service tools and internal APIs, all with clear permissions and interface logic.

A focused prototype is often possible within a few weeks, followed by production hardening with monitoring, logging and governance.

Yes, through data minimisation, explicit access controls, European hosting options and documented model and process decisions.