That depends on complexity, data availability, and integration. As a guide:

• Based on our AI platform Galilea, initial use cases can be up and running within days.
• Custom-built pilots — technically functional and evaluable — are typically achievable within a few weeks.
• A production-ready solution with full integration is often completed in a 3-month sprint, for example through our 100-Day MVP format.
• Complex systems with deep process integration, high scalability requirements, or regulatory demands require correspondingly more time.