Idea in Brief

The Situation

Innovative companies have scaled their investments in key digital technologies such as cloud computing and AI, and they’re generating revenue at twice the speed of laggards.

The Explanation

An increasingly human-focused approach to AI is helping the most-forward-thinking firms create seamless human-machine integration and agile adaptability.

The Advice

Companies that want to get on the bandwagon can use the IDEAS framework: They should focus on five elements of the technology landscape—intelligence, data, expertise, architecture, and strategy—and look for ways to weave them together into powerful engines of innovation.

Imagine trying to find a particular image within the National Football League’s historical archive of hundreds of thousands of videos. A single season produces more than 16,320 minutes (some 272 hours) of game footage. If you include coverage of every pregame, halftime, and postgame show, every practice, and every media interview, you have a seemingly endless amount of footage. And that’s just for one season.

A version of this article appeared in the March–April 2022 issue of Harvard Business Review.