In many ways, traditional approaches were harder because you need huge amount of domain expertise in CV & NLP, whereas a ML expert can solve simple CV problems with almost no domain knowledge.

Now, a lot of the business data, especially time series data, I agree that an algorithm/heuristic approach is easier and more robust. E.g. recommendation systems.