A gradual approach to assessing the future value.
Adopting a gradual approach
Explore the area.
One of the main strengths of AI is revealing useful patterns in large sets of data. But not all large datasets necessarily contain useful patterns. So, before moving quickly on to a new AI project, test the hypotheses and gain the knowledge you need to be able to calculate the scaling value.
Simulate the model.
There are moments when it is necessary to demonstrate the strength of a model in Artificial Intelligence- This is often the case when any potential failure could cause damage to staff, clients, tequipment or the environment. Here it could be necessary to show that not only can a model make reliable predictions. but can also show how people will use these predictions and also the impact that they will have on the organisation.