What is the CAIM certification?

The useful distinction for anyone hiring: technical AI certifications attest that someone can build models; CAIM attests that someone can govern them, decide which AI projects are worth the money, with which risks and under which rules. It is the layer buying committees in regulated markets (Switzerland, the European Union) examine first, because that is where traceability and compliance live.

On this site, the credential backs the work of Sebastián Ocampo's AI systems lab: the published cases apply exactly that management discipline (workflow, P&L, governance) to real systems, starting with this publication's own.