AI is transforming IT service desks, but not in the way many expect. The real limitation isn’t the intelligence of AI models, it’s the lack of usable, high-quality context within most IT environments. From CMDB accuracy and knowledge articles to service catalogs and tacit expertise, AI is only as effective as the information it can access. Without strong contextual foundations, even the most advanced AI simply scales existing issues. The real opportunity lies in building richer, more reliable ITSM context so AI can deliver consistent, meaningful operational value.
