To launch successful products that delight customers, companies need a new approach to data analytics.
Barbara H. Wixom, Ronny M. Schüritz, and Killian Farrell
Swarm systems draw input from individuals and use algorithms to optimize system performance in real time.
Mark Purdy, Ray Eitel-Porter, and Max Klymenko
Collisions between innovators and existing players are forcing executives to rethink their strategy.
Marco Iansiti and Karim R. Lakhani
MIT SMR authors David Bray and R “Ray” Wang discuss how people-centered design principles can serve as a framework in AI implementation.
R “Ray” Wang, David A. Bray, and Allyson MacDonald
Companies already use data to make marketing decisions. Will deep learning enable a leap forward?
Glen Urban, Artem Timoshenko, Paramveer Dhillon, and John R. Hauser
Tom Davenport, Alex Breshears, and Abbie Lundberg discuss the specific challenges enterprises face in machine learning, and how they can create an end-to-end, factory-like capability.
A webinar with Tom Davenport, Alex Breshears, and Abbie Lundberg
To avoid bias, people-centered design principles must be the foundation of deep-learning algorithms.