Organizations are under growing pressure to transform the volumes of data captured by their systems into valuable insights that drive impact across all levels and lines of business.
Investing in AI/ML is no longer optional but critical for organizations to remain competitive. Yet, this growing investment also brings challenges. AI remains complex and out of reach for many. Outcomes that drive real business change can be elusive. And as investments in AI/ML grow, many are left contending with increasingly challenging operational concerns and technical debt. The reality is that the vast majority of organizations still struggle to bring models into production and maximize their business impact.
By deeply exploring the AI/ML strategies of over 400 organizations across industries, DataRobot has gained unique insights into how AI is unlocking economic growth, as well as the common hurdles facing organizations, at a time when this has never been more critical. This report explores the latest enterprise AI/ML trends unfolding in 2021, and how organizations are turning to AI and ML to drive business value and gain a competitive advantage.
** In July 2021, DataRobot acquired Algorithmia. The survey was conducted by Algorithmia prior to the acquisition. **