What are the biggest challenges in deploying AI solutions in real-world applications?
The question is about ai
Answer:
Data quality and scalability challenges in deploying AI solutions are concerned with how a new system will integrate with an old one. Most of the time, it is most important and therefore challenging to make sure that the right and relevant data were used to train a model.
These types of solutions can easily scale for large numbers of data and big computations. This is challenging, and it is much more work to connect this with a legacy system in order to be implemented in existing workflows.