Increasingly, off-the-shelf AI techniques simply don't meet the particular requirements of modern businesses. That’s why an increasing companies are pursuing the creation of custom-built AI applications. This requires a deep understanding of the business problem and a joint initiative between machine learning engineers and industry professionals.