Depending on the size and complexity of the use case, AI projects can take anywhere from 3 to 36 months to complete. The time needed for 'data prep' before a data science engineer or analyst can create an AI algorithm is frequently underestimated by business decision makers. The time requirement can go up with the increase in the intelligence requirement.