Artificially intelligent projects look clean on paper. Easy to understand use cases, clean architectures and certain timelines. The fact is that the implementation of AI to serve mid-sized businesses is hardly linear. These businesses do not enjoy unlimited data teams, unlimited budgets, and months of trial. They require results with activities being carried on a daily basis.
The agentic AI is an influential technology that has enormous potential to transform businesses but is not a magic bullet. I have had clients over the years that were enthusiastic about the promises of AI to automate, make smart decisions, and reduce operations. However, in many cases, such projects failed not due to the malfunction of the AI, but due to the lack of a stable delivery pipeline.