Smart Data Collective covers a lot of topics about big data in our blog including artificial intelligence, predictive analytics, and product research tools used by modern companies. Something that many business leaders are recognizing is that AI can help reduce uncertainty during product development by identifying trends and customer preferences earlier. You can understand why many companies outsource product development to AI-focused firms when product failures remain common across industries.