Enterprise AI Trends in 2022 Focus Heavily on Scaling Operations
The dominant AI trend of mid-2022 is the push to scale artificial intelligence across entire organizations rather than just running isolated pilots. However, experts note that achieving this scale requires rigorous data collection and strategy, rather than relying on perceived technological magic.
The biggest artificial intelligence trend of mid-2022 is the massive push to scale AI across entire organizations. According to Gartner Research, companies are entering an era where AI is an integral aspect of every new project, driven by cheaper tools, available human skills, and better access to relevant data.
Experts from Columbia University and John Deere emphasize that scaling AI is not magic, but rather a direct result of prioritizing data strategy. Enterprises see the value of AI and want to expand it, which requires cheaper compute power, more data, and a rigorous process of data collection and labeling to function effectively.
Despite this growing ambition, many companies remain immature in their AI efforts and struggle to move beyond isolated testing phases. Industry leaders point out that organizations often suffer from "pilot-palooza," realizing they must get their underlying data in order before they can successfully link various trials into a truly scaled AI capability.