Useful AI is an integration problem, not a prompt.
A chatbot demo is quick to build. The hard part is connecting a model to the right data, the right permissions and the systems where work actually happens, and keeping results reliable once real users depend on them.
EDS Labs treats AI features as part of the product: with clear scope, defined data access, review points for people, logging and a release path. Model and hosting are chosen per project to fit the data and the requirements.