Amongst the most frequent challenges that we experience are:
Understanding AI:
Teams and organizations lack a clear understanding of AI. Some teams tend to overestimate the capabilities of AI and others underestimate what can be done. Both scenarios are negative, as expectations should be aligned and a shared understanding should be developed.
Siloed knowledge & expertise:
It is a typical challenge that organizations tend to have knowledge silos, such that subject experts understand their pain points very well, but not so much potential technical solutions. IT and AI knowledge on the other hand might be siloed in the respective IT department.
Lack of guidance:
Developing successful AI projects and implementing them into an organization to actually derive consistent value from it, is a complex task. Organizations that do not yet have AI solutions implemented often face a lack of guidance.