What Do Clean Water and Clean Project Plans Have in Common? AI

Let’s start with water. Pumps and complex piping systems keep our houses, factories, schools and hospitals functioning. But if something goes wrong, it’s impossible to always have the right technical skills available at every pump installation. This is where AI can transform the process. We teamed up with Grundfos, one of the world’s largest pump […]

Read More

Learning from a Day in the Life of a Data Scientist

A bank turned to one of its data scientists to predict the risk of customers missing their next collections payment, with the goal of reducing bad debt. The data scientist was fortunate enough to have access to a comprehensive data mart containing data across many dimensions – including customers, product holdings, transactions and collections activity. […]

Read More

Solving Complex Challenges with AI that Evolves As It Learns

Organizations typically suffer two common constraints when it comes to growing effectively: a lack of resources and flawed decision-making. But when both are present, it can be a bellwether of an extinction-level event. It’s one thing to lack the resources to adequately lead and deliver tomorrow’s business value today. But when suboptimal decisions are made across […]

Read More

Four Ways Evolutionary AI Can Extend AI’s Problem-Solving Capacity

Deep neural networks (DNN) have produced groundbreaking results in many complex applications of AI, such as natural language processing, facial recognition, sentiment analytics and object recognition. For instance, the accuracy of Google’s machine translation system improved 60% using a DNN approach. Finding the right network architecture – that is, the components of the network and […]

Read More