Putting AI models into production is notoriously difficult—and research reflects that. A NewVantage Partners survey found that the percentage of firms investing greater than $50 million in Big Data and AI initiatives is up to 64.8%, with a total of 98.8% of firms investing. Despite this, only 14.6% report that they have deployed AI capabilities into widespread production. So what’s actually holding enterprises back from realizing the full capabilities of their AI and machine learning investments?