Teams | Collaboration | Customer Service | Project Management

Remember when “checking in” meant stopping by someone’s desk, not logging into surveillance software? Well, that world vanished overnight in 2020. Now, three years after offices emptied, companies face a workforce management crisis they never asked for — how to oversee employees without turning into Big Brother. The numbers show that before COVID hit, about 30% of large employers used monitoring tools. Today, that figure has doubled to 60%.

Enterprises want AI technology capabilities without the chaos. They want developers using AI to ship faster, analysts leveraging AI for insights — but within boundaries that prevent data leaks, compliance violations, and reputational damage. This is impossible for many companies because traditional IT governance doesn’t fit the modern AI landscape. Processes designed for predictable software with defined behaviors break down when applied to systems that generate unpredictable outputs.