For a long time, workforce decisions were made based on manager input, tenure, or simple performance reviews. Who’s ready for promotion? Who needs support? Who’s at risk of burnout or churn? These questions were often answered by what someone “felt,” not what the data showed. But as companies grow, reorganize, and integrate AI into more ...

For decades, companies have made talent decisions based on static snapshots: job titles, performance reviews, self-assessments. But in today’s environment—where roles evolve rapidly, AI is reshaping workflows, and skills become outdated in months—those snapshots are no longer enough. The real competitive advantage lies in understanding what your people can actually do right now, and how ...
